{"meta":{"query_hash":"79bedf5fde06","filters":{"topic":"Antibiotic Use and Resistance"},"cohort_total":1690,"direct_labels_cover":7,"predictions_cover":1690,"exported":1690,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/79bedf5fde06","api":"https://metacan.xera.ac/api/v1/cohort?topic=Antibiotic+Use+and+Resistance"},"results":[{"id":"W117794771","doi":"10.1016/s0755-4982(05)84252-6","title":"Bon usage des antibiotiques à l’hôpital","year":2005,"lang":"fr","type":"article","venue":"La Presse Médicale","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Medical prescription; Guideline; Antibiotics; Emergency medicine","score_opus":0.010451902572979347,"score_gpt":0.25113658013404705,"score_spread":0.2406846775610677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W117794771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56840426,0.3326646,0.001204181,0.0064643715,0.0011916818,0.00026153654,0.00011665356,0.00018380366,0.0895089],"genre_scores_gemma":[0.7198771,0.015451544,0.001482577,0.0005919598,0.00043399283,0.0000016181262,0.00003113901,0.00003711234,0.26209292],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780494,0.000492577,0.00039328315,0.00047662316,0.00006792876,0.00076462113],"domain_scores_gemma":[0.9990453,0.00024652758,0.00012229577,0.00042348707,0.00005859616,0.00010379705],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033126428,0.0003132797,0.0004048264,0.000061965686,0.00033628632,0.00006509587,0.00036884015,0.00090598594,0.0045497697],"category_scores_gemma":[0.00008957166,0.0002865137,0.00018793784,0.00013223295,0.0023497997,0.00029372776,0.00019175185,0.00063197204,0.0023944327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005268764,0.0046105073,0.024411593,0.0015593411,0.001176647,0.000564798,0.0063650003,0.000031707128,0.30100673,0.06422659,0.3014751,0.2940451],"study_design_scores_gemma":[0.0008131162,0.00015879965,0.0117909685,0.0006667808,0.00012744791,0.00019725318,0.00017467712,0.00002562444,0.11520922,0.00057873037,0.86989635,0.00036103593],"about_ca_topic_score_codex":0.00023829608,"about_ca_topic_score_gemma":0.00026753847,"teacher_disagreement_score":0.56842124,"about_ca_system_score_codex":0.000047813413,"about_ca_system_score_gemma":0.00008653531,"threshold_uncertainty_score":0.9999587},"labels":[],"label_agreement":null},{"id":"W129327620","doi":"10.15173/m.v1i13.716","title":"Exploring The World of Antibiotic Resistance","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Medicine; Antibiotics; Biology; Ecology; Microbiology","score_opus":0.05798205205832803,"score_gpt":0.263309496798404,"score_spread":0.20532744474007597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W129327620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725586,0.014247488,0.000008927725,0.0022183738,0.0023092353,0.00013119145,0.0000041335597,0.000022092028,0.0084999595],"genre_scores_gemma":[0.96780354,0.00015820468,0.00003917115,0.00016395297,0.00013906363,0.0000035391274,0.0000018830536,0.000010547207,0.0316801],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992461,0.00014516128,0.00016853207,0.00009211167,0.000034140332,0.00031392122],"domain_scores_gemma":[0.9991545,0.0002738103,0.00009275376,0.00044058045,0.0000220419,0.000016293452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042075093,0.00009363909,0.00014600296,0.000036041918,0.00021833653,0.0000043645946,0.00033861215,0.000028156415,0.00019124622],"category_scores_gemma":[0.00005853175,0.000043879325,0.00006607161,0.0002133344,0.00040402872,0.00007867302,0.00005110382,0.00018239453,0.00039620162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044013592,0.0009477323,0.057081092,0.00034246806,0.0008694765,0.000001928161,0.027370498,0.0000014166783,0.63147646,0.1341427,0.14180337,0.005522739],"study_design_scores_gemma":[0.00023818265,0.000016338001,0.16138187,0.00016239534,0.000097762364,0.000010498556,0.004118402,5.613022e-8,0.5581644,0.00010596237,0.27555373,0.00015037495],"about_ca_topic_score_codex":0.000025059642,"about_ca_topic_score_gemma":0.000074575895,"teacher_disagreement_score":0.13403673,"about_ca_system_score_codex":0.000013863674,"about_ca_system_score_gemma":0.00003670742,"threshold_uncertainty_score":0.5092502},"labels":[],"label_agreement":null},{"id":"W1488055398","doi":"10.1111/ijpp.12108","title":"Strategies for improving antibiotic use in Qatar: a survey of pharmacists' perceptions and experiences","year":2014,"lang":"en","type":"article","venue":"International Journal of Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Qatar University","keywords":"Medicine; Antimicrobial stewardship; Pharmacist; Nursing; Health care; Family medicine; Stewardship (theology); Pharmacy; Antibiotic resistance; Antibiotics","score_opus":0.04526626615222882,"score_gpt":0.3749609625336561,"score_spread":0.32969469638142723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488055398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921383,0.0008660011,0.005539613,0.0002588738,0.00096080673,0.00007835721,0.000028409833,0.0000037450789,0.00012588238],"genre_scores_gemma":[0.9983232,0.00030040627,0.0010716927,0.00015822159,0.00005626799,8.8177427e-7,0.000009481497,0.000006226055,0.00007363329],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989951,0.00027788157,0.0004298623,0.00010965398,0.00007428885,0.00011320977],"domain_scores_gemma":[0.9975001,0.0012980896,0.0005303589,0.000052528663,0.0006007766,0.000018099476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010051767,0.00008288996,0.00017555588,0.00014903465,0.000043043823,0.00005129976,0.00022784289,0.00003589481,0.00007300304],"category_scores_gemma":[0.0011831893,0.00006880698,0.000046642035,0.000060750208,0.00014497865,0.0011096048,0.00003647153,0.00019042415,0.0000030820672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007724608,0.001021308,0.08404368,0.00013483093,0.00071378023,0.00006271684,0.010398637,0.00008686178,0.87177783,0.0014701794,0.0013403613,0.021225229],"study_design_scores_gemma":[0.06978439,0.0022130958,0.3079186,0.0009789193,0.0011413023,0.008819953,0.119762614,0.0055642393,0.40671706,0.000581956,0.07491781,0.0016000547],"about_ca_topic_score_codex":0.00048147875,"about_ca_topic_score_gemma":0.00006789476,"teacher_disagreement_score":0.46506074,"about_ca_system_score_codex":0.000020582775,"about_ca_system_score_gemma":0.00011559584,"threshold_uncertainty_score":0.2805867},"labels":[],"label_agreement":null},{"id":"W1495302586","doi":"10.1111/jep.12169","title":"The feasibility of e‐learning as a quality improvement tool","year":2014,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Canadian Network for Innovation in Education; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medical education; Quality (philosophy); Quality management; Focus group; Hygiene; Health care; Medicine; Password; Nursing; Computer science; Management system; Operations management; Engineering","score_opus":0.11288585203391556,"score_gpt":0.5050327852869173,"score_spread":0.39214693325300176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495302586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899707,0.001095463,0.000801014,0.0036371464,0.0010927225,0.00020085371,4.3128142e-7,0.0000027430372,0.0031989415],"genre_scores_gemma":[0.9985236,0.00040813448,0.00034090446,0.00033168826,0.00007814009,8.6033924e-7,8.2198807e-7,0.0000034328887,0.00031240855],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99227196,0.0053101224,0.0019464847,0.00012719331,0.00021946731,0.00012476179],"domain_scores_gemma":[0.9803236,0.015856197,0.002509505,0.0002257452,0.0010685512,0.0000164021],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05324769,0.000063064464,0.00028060266,0.000030237066,0.00010808475,0.000012247713,0.00015234544,0.00015151681,0.00014031172],"category_scores_gemma":[0.12716149,0.000038465267,0.00015144712,0.0000906637,0.00018662354,0.0001772451,0.000037638947,0.0008080097,0.00004275776],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015277297,0.0044425256,0.27169627,0.00014313869,0.0011570904,0.000007788248,0.0012866152,0.0008081188,0.061117128,0.018191418,0.005152492,0.62072015],"study_design_scores_gemma":[0.014523354,0.008327255,0.7930082,0.00036098328,0.0008293406,0.0000927353,0.0071924306,0.00054525974,0.0052446965,0.026885096,0.14265418,0.00033645995],"about_ca_topic_score_codex":0.000032959946,"about_ca_topic_score_gemma":0.00002247512,"teacher_disagreement_score":0.6203837,"about_ca_system_score_codex":0.00005096291,"about_ca_system_score_gemma":0.00025007993,"threshold_uncertainty_score":0.97488075},"labels":[],"label_agreement":null},{"id":"W1504629720","doi":"10.1111/jlme.12272","title":"Antibiotic Resistance is a Tragedy of the Commons That Necessitates Global Cooperation","year":2015,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Tragedy of the commons; Antibiotic resistance; Tragedy (event); Resistance (ecology); Commons; Antibiotics; Environmental ethics; Political science; Law and economics; Microbiology; Philosophy; Law; Sociology; Biology; Social science; Ecology","score_opus":0.09843187934440875,"score_gpt":0.3411247263883308,"score_spread":0.24269284704392205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504629720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7878347,0.050814822,0.0012434456,0.14188825,0.002686332,0.00026851866,0.0000328325,0.000017046912,0.015214054],"genre_scores_gemma":[0.9956428,0.00058980595,0.000041192867,0.0025871445,0.00007980898,6.244773e-8,0.000001781567,0.000006605933,0.0010507914],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99824387,0.0008618667,0.0004561155,0.0000737846,0.00019682682,0.00016753559],"domain_scores_gemma":[0.9980053,0.00060729653,0.00057728303,0.00030384338,0.00047365887,0.00003267065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002719881,0.000121823155,0.00034727785,0.000018857701,0.00028456075,0.0000059554777,0.00052564876,0.00022663361,0.00003423315],"category_scores_gemma":[0.00051814725,0.000052489788,0.0000749376,0.00017905953,0.0016883436,0.00007915776,0.000049113918,0.0010490849,0.000008607697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050817733,0.00081630424,0.023927158,0.00077264087,0.0019831723,0.00007493352,0.15500942,0.0002097966,0.21251011,0.22310302,0.3757864,0.0007252878],"study_design_scores_gemma":[0.022509383,0.0047495523,0.052154154,0.016325453,0.0045513194,0.0033137915,0.06138296,0.000035141325,0.4566896,0.0378455,0.33934572,0.0010974075],"about_ca_topic_score_codex":0.00022710301,"about_ca_topic_score_gemma":0.0012017281,"teacher_disagreement_score":0.24417949,"about_ca_system_score_codex":0.000037437054,"about_ca_system_score_gemma":0.000278526,"threshold_uncertainty_score":0.6220772},"labels":[],"label_agreement":null},{"id":"W1507524891","doi":"10.1155/2011/745090","title":"Evaluation of the Do Bugs Need Drugs? Program in British Columbia: Can We Curb Antibiotic Prescribing?","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Health; Fraser Health; University of British Columbia; Interior Health; BC Centre for Disease Control","funders":"","keywords":"Medicine; Business; Medical emergency","score_opus":0.00873552377213294,"score_gpt":0.2174630374335878,"score_spread":0.20872751366145487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507524891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97763705,0.020332636,0.000002701278,0.00024030516,0.001081716,0.00032436982,0.000080674225,0.000006576971,0.00029396056],"genre_scores_gemma":[0.9990198,0.00066111074,0.000005831167,0.00018187606,0.000039927527,0.000002289561,0.0000080418,0.000009718981,0.000071378396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844414,0.00049233256,0.0004709021,0.00017125002,0.00006300623,0.00035839702],"domain_scores_gemma":[0.9990027,0.00006155183,0.00027990568,0.00013716829,0.00031196245,0.00020669478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006424313,0.00010280446,0.00035713823,0.00011217181,0.00015168963,0.00002428536,0.00023727791,0.00031382788,0.0007758181],"category_scores_gemma":[0.0006346511,0.000096109936,0.0001262572,0.00018378155,0.0010416942,0.000040169834,0.000033066382,0.0003753697,0.0000025204924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026649417,0.0003816583,0.8939573,0.00009366287,0.00034516852,0.00008325722,0.001020263,0.0000014331063,0.0023433624,0.00005846216,0.004147088,0.097541675],"study_design_scores_gemma":[0.0067276224,0.0011473463,0.97189105,0.002438212,0.001005951,0.0034494516,0.0023602892,0.000009024511,0.000857428,0.0017476159,0.007969459,0.0003965261],"about_ca_topic_score_codex":0.09360995,"about_ca_topic_score_gemma":0.57814074,"teacher_disagreement_score":0.48453075,"about_ca_system_score_codex":0.00011279327,"about_ca_system_score_gemma":0.0022888186,"threshold_uncertainty_score":0.91242576},"labels":[],"label_agreement":null},{"id":"W1510755733","doi":"","title":"Surveillance de l’utilisation des antimicrobiens dans un CHU mère-enfant : Élaboration d’un rapport type de surveillance","year":2015,"lang":"fr","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02149858956162757,"score_gpt":0.24474613942908394,"score_spread":0.22324754986745637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510755733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9464973,0.018744802,0.022499062,0.0016951271,0.0022970408,0.00033006625,0.00013616438,0.00017195522,0.0076284762],"genre_scores_gemma":[0.9645059,0.0047399704,0.0028200368,0.00041957173,0.00018099335,0.0000032754174,0.00031906916,0.000046754158,0.02696443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99662787,0.001062961,0.00058652187,0.0005904355,0.000083350205,0.0010488922],"domain_scores_gemma":[0.99831367,0.00017308012,0.00029191145,0.00053399033,0.0005243221,0.00016304076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001957747,0.00040463355,0.0005277702,0.000088385605,0.00043073925,0.000057637782,0.00033063808,0.00077289087,0.00073889084],"category_scores_gemma":[0.00035138533,0.00038297795,0.00011715064,0.0005410943,0.0009709226,0.0002410089,0.000091999296,0.00042360686,0.0005783841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005605969,0.0005266575,0.6757961,0.0001855341,0.0004275359,0.00008778875,0.005928076,0.00018460624,0.28196806,0.003028255,0.024934702,0.0063721123],"study_design_scores_gemma":[0.0027839364,0.0006077752,0.71517336,0.00019872737,0.000113036025,0.0007378991,0.0041366266,0.00064427784,0.21258155,0.0011427307,0.060833,0.0010470706],"about_ca_topic_score_codex":0.0013781731,"about_ca_topic_score_gemma":0.0020445192,"teacher_disagreement_score":0.0693865,"about_ca_system_score_codex":0.00032989075,"about_ca_system_score_gemma":0.0011159104,"threshold_uncertainty_score":0.9998622},"labels":[],"label_agreement":null},{"id":"W1515334277","doi":"10.1111/j.1369-7625.2010.00616.x","title":"Training family physicians in shared decision making for the use of antibiotics for acute respiratory infections: a pilot clustered randomized controlled trial","year":2010,"lang":"en","type":"article","venue":"Health Expectations","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université Laval; Université de Montréal; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research","keywords":"Regret; Randomized controlled trial; Medicine; Antibiotics; Decision quality; Physical therapy; Family medicine; Patient satisfaction; Internal medicine; Surgery; Computer science","score_opus":0.09361340710948068,"score_gpt":0.3777063816403405,"score_spread":0.2840929745308598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515334277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7089019,0.004729933,0.25263512,0.0014219775,0.0054467884,0.02619088,0.000514734,0.00010242006,0.00005626782],"genre_scores_gemma":[0.9925438,0.00010731539,0.0061895973,0.00065182854,0.0000937646,0.00024849077,0.000042111646,0.000021661672,0.000101434634],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9981577,0.0003506067,0.0009184668,0.00022240698,0.000042040494,0.00030878987],"domain_scores_gemma":[0.9877865,0.011234463,0.00056294637,0.00023714859,0.00016450587,0.000014441992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067146146,0.00014204248,0.0009509079,0.00018784197,0.00058333,0.000023406057,0.0001234651,0.0001372058,0.000008957303],"category_scores_gemma":[0.002181685,0.00009735826,0.00030798573,0.00018438608,0.00020682835,0.00009438287,0.000015747368,0.00026882606,0.0000026766043],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94444114,0.0006397691,0.00002047706,0.00006508697,0.0007051482,4.1418872e-7,0.01341389,0.00014299127,0.029698277,0.0034371726,0.0019096513,0.005526005],"study_design_scores_gemma":[0.9887051,0.0009858836,0.00028575308,0.00028060377,0.00026366967,0.0000018184769,0.0046256296,0.0015881794,0.00032612437,0.0003623949,0.0024252855,0.00014956685],"about_ca_topic_score_codex":0.000040370567,"about_ca_topic_score_gemma":0.0009346797,"teacher_disagreement_score":0.2836419,"about_ca_system_score_codex":0.00002557352,"about_ca_system_score_gemma":0.00032244105,"threshold_uncertainty_score":0.44865614},"labels":[],"label_agreement":null},{"id":"W1516946696","doi":"10.1108/14777271211220871","title":"Mandatory reporting of healthcare associated infections","year":2012,"lang":"en","type":"article","venue":"Clinical Governance An International Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public health; Health care; Public relations; Political science; Medicine; Medical education; Nursing","score_opus":0.06357241491550143,"score_gpt":0.41201810520116094,"score_spread":0.3484456902856595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516946696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886081,0.0015201219,0.00024520274,0.0007254204,0.0077311937,0.00004177155,0.000039605413,0.000021595886,0.0010669641],"genre_scores_gemma":[0.99668413,0.0012026711,0.000101341735,0.0004046497,0.0006135894,6.373473e-7,0.00002371858,0.000009354832,0.000959922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977025,0.00021653343,0.0016041951,0.00012705998,0.00011154665,0.00023820093],"domain_scores_gemma":[0.9960807,0.00016880168,0.0031591507,0.00014151799,0.0003854036,0.000064440814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017772906,0.000087253626,0.00027788564,0.000031389798,0.00012679043,0.000014174969,0.0002820486,0.00020339417,0.00042169727],"category_scores_gemma":[0.0027798482,0.000072462455,0.00020828043,0.000056524997,0.00016817776,0.00037322502,0.00005382416,0.0006015386,0.00007691085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007113589,0.0007859831,0.9843206,0.0000044950393,0.0003122259,0.000011725014,0.00011607485,0.0000017611582,0.0010655276,0.0038091328,0.0030815117,0.006419857],"study_design_scores_gemma":[0.0007285767,0.00018336294,0.96276325,0.00016017848,0.000025120557,0.0002500097,0.000098633245,0.0000020410387,0.0008652969,0.00013993807,0.034691256,0.00009235173],"about_ca_topic_score_codex":0.00009204404,"about_ca_topic_score_gemma":0.00007168299,"teacher_disagreement_score":0.031609744,"about_ca_system_score_codex":0.000085588246,"about_ca_system_score_gemma":0.00015004551,"threshold_uncertainty_score":0.46172893},"labels":[],"label_agreement":null},{"id":"W1522935711","doi":"10.1002/9781444302639.ch3","title":"Antimicrobial Resistance Risk Assessment","year":2008,"lang":"en","type":"other","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Biology; Microbiology; Antibiotics","score_opus":0.006275211320909133,"score_gpt":0.23226270775050673,"score_spread":0.2259874964295976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522935711","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000062569794,0.010277777,0.00085662934,0.00011586491,0.0014255377,0.00024085252,0.00023442536,0.00039559728,0.98639077],"genre_scores_gemma":[0.0021024968,0.01213184,0.0018219,0.00019415814,0.00014067425,0.0000026738053,0.00018095331,0.00028481384,0.98314047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876046,0.00013404318,0.00023524923,0.00046440682,0.000036647787,0.00036919615],"domain_scores_gemma":[0.99912345,0.00003427532,0.00028916277,0.00051104755,0.000023830145,0.000018202632],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006824125,0.00031657837,0.00046451236,0.00014169821,0.00016453324,0.00000984613,0.00028727142,0.00080069434,0.014094615],"category_scores_gemma":[0.000012345206,0.00024940455,0.0001511896,0.00009034967,0.00033547985,0.000017543354,0.00006600442,0.0005087159,0.004164492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017991444,0.00008669536,0.0005065449,0.000065433145,0.00030411492,0.000028943485,0.000014460417,6.1338426e-8,0.0017539753,0.00059636467,0.9964248,0.00020059875],"study_design_scores_gemma":[0.0006007881,0.000015065522,0.0005713273,0.00027482925,0.00006528829,0.000021575961,0.0000128401,5.4683152e-8,0.0013526989,0.000011928257,0.99673784,0.00033576653],"about_ca_topic_score_codex":0.00037734752,"about_ca_topic_score_gemma":0.0011860583,"teacher_disagreement_score":0.009930124,"about_ca_system_score_codex":0.000032503398,"about_ca_system_score_gemma":0.00012463279,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W1529963181","doi":"10.1111/jlme.12278","title":"Effective Global Action on Antibiotic Resistance Requires Careful Consideration of Convening Forums","year":2015,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Commit; Political science; Collective action; Enforcement; Public relations; Law and economics; Action (physics); Resistance (ecology); Politics; International Action; Public administration; Business; Law; Sociology; Computer science; Biology","score_opus":0.11415108276795702,"score_gpt":0.3817754375542245,"score_spread":0.26762435478626745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529963181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9539431,0.014055105,0.0017449643,0.016474374,0.0030339162,0.00031302037,0.000011233823,0.000020443676,0.010403846],"genre_scores_gemma":[0.9983549,0.0002989729,0.000052910647,0.00087808387,0.0001550309,1.4488893e-7,0.0000035742903,0.0000071706177,0.0002491955],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981964,0.0008707144,0.00048313595,0.000099493496,0.00018478499,0.00016543845],"domain_scores_gemma":[0.9971109,0.0012987116,0.0006939068,0.00022889282,0.00063417497,0.00003340737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003191556,0.00012248175,0.00038007824,0.000038557853,0.00018958021,0.0000040880086,0.00017273659,0.0002656803,0.000012206951],"category_scores_gemma":[0.0017748108,0.00006795864,0.000058601858,0.00010439182,0.0010715688,0.00008961674,0.000022418126,0.0008845063,0.000009210554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015587411,0.00040331203,0.004003588,0.0008373183,0.0016967108,0.0001329483,0.045356404,0.00041164792,0.5361989,0.3513091,0.04074898,0.0033136804],"study_design_scores_gemma":[0.016955175,0.013217463,0.012756802,0.013229198,0.0019292122,0.00198011,0.035411023,0.000017283743,0.80653036,0.034883473,0.06245366,0.00063622306],"about_ca_topic_score_codex":0.00018379942,"about_ca_topic_score_gemma":0.000511386,"teacher_disagreement_score":0.31642562,"about_ca_system_score_codex":0.00009639881,"about_ca_system_score_gemma":0.00021382833,"threshold_uncertainty_score":0.394824},"labels":[],"label_agreement":null},{"id":"W1540927927","doi":"10.17269/cjph.105.4208","title":"Recreational use of prescription medications among Canadian young people: Identifying disparities","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Canadian Institutes of Health Research; Health Canada; Public Health Agency; Public Health Agency of Canada; World Health Organization","keywords":"Recreation; Medical prescription; Medicine; Public health; Poisson regression; Recreational drug use; Socioeconomic status; Epidemiology; Demography; Environmental health; Population; Psychiatry; Drug","score_opus":0.045049235659780966,"score_gpt":0.26200436503545194,"score_spread":0.21695512937567096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540927927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96449,0.004141855,0.009120406,0.01784171,0.0026058967,0.00020895738,0.00019138643,0.000010185096,0.0013896098],"genre_scores_gemma":[0.9974009,0.00023652714,0.00027553024,0.0003690892,0.00007616763,0.0000010771206,0.00009018364,0.0000095925825,0.0015409293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846137,0.0003371407,0.0005345955,0.00010368224,0.00006743109,0.00049576897],"domain_scores_gemma":[0.99827766,0.00010994165,0.00041745443,0.00016369585,0.0003502588,0.0006809581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012666099,0.000086537766,0.00025740202,0.0005686868,0.00040420593,0.000055965018,0.00021053336,0.00014061572,0.00032872264],"category_scores_gemma":[0.0008454625,0.000080448604,0.000065842454,0.00021413527,0.00026966323,0.00038749076,0.000005920208,0.00027750232,0.000010524997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032642533,0.000019389146,0.93094933,0.00007677037,0.00015150892,0.0000029883106,0.002383534,0.0000077656505,0.00015456871,0.024167567,0.038173594,0.0039096917],"study_design_scores_gemma":[0.00023235641,0.000059091388,0.93541217,0.0001871224,0.000017902377,0.000087749984,0.00075481675,0.000018803032,0.000026075611,0.00014127407,0.06298521,0.00007742033],"about_ca_topic_score_codex":0.79111063,"about_ca_topic_score_gemma":0.9878,"teacher_disagreement_score":0.19668938,"about_ca_system_score_codex":0.0003685708,"about_ca_system_score_gemma":0.008010375,"threshold_uncertainty_score":0.9976133},"labels":[],"label_agreement":null},{"id":"W1590582932","doi":"10.1007/bf03405291","title":"Trends in Antibiotic Utilization in Vancouver Associated With a Community Education Program on Antibiotic Use","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; HIV Legal Network; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Medicine; Medical prescription; Antibiotics; Population; Defined daily dose; Limiting; Pediatrics; Environmental health; Biology; Pharmacology","score_opus":0.05691819919487502,"score_gpt":0.30912300588767505,"score_spread":0.25220480669280004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590582932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99658144,0.00024834054,0.000009554289,0.001286473,0.000989826,0.00021258216,0.000016767193,0.000010060759,0.0006449622],"genre_scores_gemma":[0.99845356,0.00002764961,0.00008485984,0.00059377943,0.000020458805,5.501452e-7,0.00009983185,0.000014862628,0.0007044631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980786,0.0007418124,0.00045447977,0.00011812138,0.00004894277,0.0005580616],"domain_scores_gemma":[0.9988617,0.00011771664,0.00037382817,0.00021247508,0.00017988,0.0002544005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015538303,0.00013034433,0.00031394843,0.0012261306,0.00020407807,0.00005088406,0.00021369949,0.00022935894,0.000062921645],"category_scores_gemma":[0.00051879673,0.000106307205,0.000040343148,0.0009090907,0.00020118858,0.00025158166,0.000005975353,0.0013469366,0.0000052549276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039447812,0.002154254,0.7527507,0.000055535224,0.00007078748,0.000036067286,0.0026143983,0.000008354798,0.00037434354,0.0009341726,0.0097553525,0.23120661],"study_design_scores_gemma":[0.0010299695,0.0007891519,0.9814024,0.00052528403,0.0000061837354,0.00004008634,0.0013132273,0.000006279138,0.00008882729,0.000014106551,0.014663814,0.00012069289],"about_ca_topic_score_codex":0.038288366,"about_ca_topic_score_gemma":0.9038476,"teacher_disagreement_score":0.8655592,"about_ca_system_score_codex":0.00044513238,"about_ca_system_score_gemma":0.0066124983,"threshold_uncertainty_score":0.9990191},"labels":[],"label_agreement":null},{"id":"W1596440385","doi":"10.26443/mjm.v9i2.440","title":"Morbidity profile and prescribing patterns among outpatients in a teaching hospital in Western Nepal","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ranitidine; Amoxicillin; Upper respiratory tract infection; Pediatrics; Medical record; Peptic; Population; Outpatient clinic; Disease; Antibiotics; Emergency department; Emergency medicine; Peptic ulcer; Internal medicine; Environmental health","score_opus":0.02173047624078454,"score_gpt":0.25146177062807706,"score_spread":0.22973129438729253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596440385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961043,0.00085866376,0.00006465211,0.0023990136,0.00032805683,0.00011037539,0.000008092698,0.0000051260367,0.00012171093],"genre_scores_gemma":[0.9992275,0.00012820165,0.000044985976,0.0004556064,0.00007438764,4.6303282e-7,0.000003689095,0.000007694102,0.000057478068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990636,0.000136632,0.00043391142,0.00012895938,0.000058449565,0.0001784294],"domain_scores_gemma":[0.9996029,0.000052126114,0.0002202728,0.000056483717,0.000026527807,0.000041695428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031500246,0.000101848105,0.00033274188,0.000095138384,0.000053356398,0.000002738443,0.00011805536,0.00008996864,0.000039344035],"category_scores_gemma":[0.000204941,0.00007134476,0.00002680605,0.00005544641,0.000103269434,0.0001140445,0.000052221556,0.0005920789,0.0000037282398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013886241,0.00009169815,0.9800427,0.00005986221,0.00003328219,0.00020721322,0.0032736813,0.000002304523,0.013457228,0.000007731227,0.0003028036,0.002382638],"study_design_scores_gemma":[0.004856945,0.0011365974,0.98670083,0.0014218354,0.000028444163,0.00005700819,0.0016509282,0.000016689559,0.0025101071,0.000012526926,0.0014962627,0.000111819885],"about_ca_topic_score_codex":0.00026505327,"about_ca_topic_score_gemma":0.000116429175,"teacher_disagreement_score":0.010947121,"about_ca_system_score_codex":0.00002414327,"about_ca_system_score_gemma":0.000009940117,"threshold_uncertainty_score":0.2909355},"labels":[],"label_agreement":null},{"id":"W1672080043","doi":"10.1155/2008/845651","title":"Antimicrobial Stewardship in Acute Care Centres: A Survey of 68 Hospitals in Quebec","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Antimicrobial stewardship; Antimicrobial; Medicine; Pharmacy; Pharmacist; Acute care; Clostridium difficile; Family medicine; Antibiotic resistance; Health care; Antibiotics; Microbiology","score_opus":0.0038288831147246724,"score_gpt":0.22193315086673834,"score_spread":0.21810426775201366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1672080043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97734267,0.021125486,0.000033482807,0.0001593012,0.00086475495,0.00012395719,0.0002605253,0.0000037340915,0.00008609755],"genre_scores_gemma":[0.9987173,0.00081907184,0.0000052742953,0.00027695653,0.000032365613,3.4728578e-7,0.000075395525,0.000010563742,0.00006272511],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982502,0.0002816437,0.00070726784,0.00019038543,0.00002699937,0.0005435041],"domain_scores_gemma":[0.9989138,0.00026313146,0.00025070066,0.00010905018,0.00018260538,0.00028071163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005374323,0.00016649949,0.0005869056,0.00051623146,0.000059832768,0.00000834943,0.00020260934,0.0004408874,0.00023039785],"category_scores_gemma":[0.000532065,0.00013715708,0.00010136792,0.00025746573,0.00073811226,0.000053154738,0.000027205606,0.00042754848,0.0000075118683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022879531,0.00010367699,0.98314047,0.00008029383,0.00014697334,0.0007528766,0.00075101847,0.0000018108201,0.00816058,0.000049817372,0.0011378624,0.005445811],"study_design_scores_gemma":[0.0029242141,0.00031297884,0.99056846,0.00050098845,0.00005755543,0.00065791426,0.0006720337,1.3388885e-7,0.001683583,0.000014235228,0.002431296,0.00017662988],"about_ca_topic_score_codex":0.2522744,"about_ca_topic_score_gemma":0.8621749,"teacher_disagreement_score":0.60990053,"about_ca_system_score_codex":0.00018016649,"about_ca_system_score_gemma":0.0019355617,"threshold_uncertainty_score":0.7527048},"labels":[],"label_agreement":null},{"id":"W1687300002","doi":"10.1093/pch/11.10.647","title":"Antibiotic choices by paediatric residents and recently graduated paediatricians for typical infectious disease problems in children","year":2006,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Sinusitis; Otitis; Cellulitis; Pneumonia; Antibiotics; Osteomyelitis; Amoxicillin; Meningitis; Pediatrics; Pharyngitis; Infectious disease (medical specialty); Pediatric Infectious Disease; Internal medicine; Cefazolin; Intensive care medicine; Disease; Surgery","score_opus":0.0052631112987008,"score_gpt":0.22749953471602535,"score_spread":0.22223642341732455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1687300002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8393493,0.15404834,0.00040733983,0.0023493937,0.0007164904,0.0022172125,0.00055610837,0.00019848274,0.00015732119],"genre_scores_gemma":[0.97573924,0.021678554,0.00006795067,0.0006449591,0.00042899116,0.000019312893,0.001024613,0.000054654072,0.00034171494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699426,0.00027996922,0.00082399254,0.00077488547,0.00011570536,0.0010112027],"domain_scores_gemma":[0.99879855,0.00025819612,0.00041912822,0.00029536302,0.0000735555,0.00015521125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000578991,0.00037477215,0.0005749728,0.0004511364,0.0005171158,0.0000471589,0.0002370067,0.00034033047,0.000011613346],"category_scores_gemma":[0.00017410146,0.00034281894,0.0001325849,0.0008819835,0.00014932909,0.00013214925,0.00008594856,0.0005379361,0.000049568247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118095224,0.0006054032,0.9749749,0.00030538283,0.0000428162,0.0000018612509,0.00006699796,0.00003163964,0.00004418533,0.00027862095,0.02191926,0.0016108471],"study_design_scores_gemma":[0.0036811559,0.00026183604,0.99150026,0.00007632475,0.00010568641,0.000017126966,0.000016610504,0.000017369233,0.000037432703,0.0008412938,0.003035877,0.0004090174],"about_ca_topic_score_codex":0.0022215007,"about_ca_topic_score_gemma":0.00066443486,"teacher_disagreement_score":0.13638993,"about_ca_system_score_codex":0.00014009968,"about_ca_system_score_gemma":0.00022681401,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W1687794537","doi":"10.4212/cjhp.v61i1.13","title":"Should Automatic Stop-Order Policies be Used in Hospitals to Promote Rational Use of Antibiotics?","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Surrey Memorial Hospital","funders":"","keywords":"Order (exchange); Antibiotics; Order entry; Medicine; Business; Medical emergency; Microbiology; Finance","score_opus":0.040968954048782494,"score_gpt":0.28815273328757335,"score_spread":0.24718377923879087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1687794537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98758006,0.00080502656,0.000029782146,0.01051485,0.0006505148,0.00028016866,0.000051931176,0.0000061041615,0.00008157992],"genre_scores_gemma":[0.9981891,0.000064339336,0.00025292745,0.0007796664,0.00005261468,2.1813996e-7,0.00000594779,0.000016607937,0.0006385895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877465,0.00011005356,0.0005321238,0.000113512986,0.00009763961,0.0003720311],"domain_scores_gemma":[0.99908036,0.00009957991,0.00027392642,0.00017548802,0.00024389001,0.00012676007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027633706,0.00015769234,0.00033884958,0.0002829984,0.0002316219,0.000024749428,0.00036888444,0.00007819687,0.00023632668],"category_scores_gemma":[0.00022565496,0.00011102744,0.00010886171,0.00032266323,0.00043564974,0.0002300747,0.000024580822,0.00036093715,0.000031362924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023735798,0.0006202963,0.79428345,0.00012195468,0.0011009158,0.00085354666,0.04099805,0.0011017198,0.08093202,0.0022104126,0.075638324,0.001901928],"study_design_scores_gemma":[0.0044417568,0.0013824035,0.79519254,0.00056476303,0.00018286482,0.00069358904,0.0012913421,0.000084891726,0.15513128,0.00027146746,0.04004226,0.000720865],"about_ca_topic_score_codex":0.009329265,"about_ca_topic_score_gemma":0.0089857625,"teacher_disagreement_score":0.07419926,"about_ca_system_score_codex":0.00009294071,"about_ca_system_score_gemma":0.0010761437,"threshold_uncertainty_score":0.9972677},"labels":[],"label_agreement":null},{"id":"W1718516920","doi":"10.26443/mjm.v12i1.357","title":"Study of prescription of injectable drugs and intravenous fluids to inpatients in a teaching hospital in Western Nepal","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Pharmacology","score_opus":0.013709335628465328,"score_gpt":0.2525272265582503,"score_spread":0.23881789092978495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1718516920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792945,0.0007867037,0.00003053256,0.0008073316,0.00019145377,0.00017718227,0.0000033197698,0.0000017489389,0.00007225397],"genre_scores_gemma":[0.9996,0.00007214332,0.000056532594,0.00021786153,0.000025152827,3.747598e-7,9.445624e-7,0.0000052416526,0.000021750886],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989928,0.00014607781,0.0005798879,0.00009568338,0.0000706587,0.00011486707],"domain_scores_gemma":[0.99958825,0.000043162396,0.00022839179,0.00005828132,0.000052891224,0.000029013043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003692027,0.00007817275,0.00042178546,0.00017721034,0.000025148962,8.494302e-7,0.00010860162,0.000060182385,0.000008097417],"category_scores_gemma":[0.0001717418,0.000056416204,0.00001664197,0.00012523566,0.00006311169,0.000059494545,0.00004690321,0.00029237944,6.879643e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016806703,0.0016520428,0.41721287,0.00016847053,0.00016210668,0.000103791775,0.10930306,0.000036176163,0.45867312,0.000027018797,0.00035072313,0.010629931],"study_design_scores_gemma":[0.027572533,0.045690455,0.82206035,0.0033519089,0.00017668711,0.00011352441,0.068003014,0.000011229957,0.030649016,0.000052658903,0.0020484405,0.0002701824],"about_ca_topic_score_codex":0.00030967168,"about_ca_topic_score_gemma":0.00006866327,"teacher_disagreement_score":0.4280241,"about_ca_system_score_codex":0.00001963471,"about_ca_system_score_gemma":0.000013459561,"threshold_uncertainty_score":0.23005861},"labels":[],"label_agreement":null},{"id":"W1720370994","doi":"10.1155/2010/965268","title":"The Relationship among Antibiotic Consumption, Socioeconomic Factors and Climatic Conditions","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Socioeconomic status; Consumption (sociology); Demography; Medical prescription; Population; Antibiotics; Geography; Environmental health; Medicine; Ecological study; Regression analysis; Biology; Statistics","score_opus":0.006130625036761866,"score_gpt":0.22620083231703028,"score_spread":0.2200702072802684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1720370994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296856,0.00458166,0.00001371914,0.0007545704,0.0014316842,0.00008549924,0.00007870577,0.000007982453,0.000077613455],"genre_scores_gemma":[0.99897724,0.00061909296,0.0000025301565,0.00020904817,0.000055965404,5.745166e-7,0.000027590797,0.0000075253765,0.00010042322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991241,0.00012638367,0.00033574342,0.00012075305,0.000013060311,0.00027993415],"domain_scores_gemma":[0.99843544,0.0008948454,0.0002008617,0.00009718531,0.00006571292,0.00030596505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023472463,0.00011864969,0.00023340067,0.00011174624,0.00079322007,0.000033895507,0.00011642833,0.00029872626,0.00058014056],"category_scores_gemma":[0.000737101,0.000074540716,0.00007619137,0.00002758968,0.0026186283,0.00005958348,0.000016148195,0.0004967894,0.00003266908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061629253,0.000015337886,0.9907049,0.00002112073,0.00011301843,0.000012711464,0.000100457284,1.3133076e-7,0.0025100298,0.0040536607,0.002198497,0.00026398292],"study_design_scores_gemma":[0.000683638,0.00009449393,0.9912683,0.00006179043,0.000108583845,0.0011291183,0.00021338071,0.0000010038599,0.00008042391,0.0010411617,0.005214069,0.000104029714],"about_ca_topic_score_codex":0.0005816566,"about_ca_topic_score_gemma":0.03117898,"teacher_disagreement_score":0.030597322,"about_ca_system_score_codex":0.00002817803,"about_ca_system_score_gemma":0.00053469266,"threshold_uncertainty_score":0.9864995},"labels":[],"label_agreement":null},{"id":"W1833604322","doi":"10.3396/ijic.v2i1.3926","title":"Antibiotic Prescribing By Family Physicians For Upper Respiratory Tract Infections","year":2006,"lang":"en","type":"article","venue":"International journal of infection control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Bronchitis; Respiratory tract infections; Sinusitis; Medical prescription; Internal medicine; Acute Pharyngitis; Acute otitis media; Pharyngitis; Otitis; Intensive care medicine; Respiratory system; Surgery; Microbiology","score_opus":0.008117967525433313,"score_gpt":0.24973869202360033,"score_spread":0.24162072449816702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833604322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88759816,0.003926078,0.099482395,0.0012467154,0.0056581614,0.0003009685,0.00015748173,0.00005164043,0.0015783802],"genre_scores_gemma":[0.99793553,0.000052604904,0.000039311817,0.00078368076,0.0004997421,0.0000023527864,0.000017557844,0.00001396701,0.00065526535],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909806,0.000081315615,0.00045483932,0.00012299755,0.000077916455,0.00016486099],"domain_scores_gemma":[0.9987419,0.00018925991,0.0004423187,0.00007204379,0.0005416083,0.000012873079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240079,0.000117578624,0.00024218693,0.00019050569,0.00013231784,0.000040138624,0.00012523452,0.00013320135,0.00004920494],"category_scores_gemma":[0.00007872832,0.00010221419,0.0003693179,0.000059669765,0.00007970627,0.00024244853,0.000008562906,0.00022200689,0.0000305978],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033443948,0.0016267854,0.067278475,0.000012134725,0.0029431158,0.00000806367,0.000037389407,0.000629731,0.8524324,0.0014890179,0.07046005,0.00274835],"study_design_scores_gemma":[0.015814008,0.0019747168,0.2554076,0.00030539703,0.0018304032,0.00038137924,0.00010001957,0.00009735432,0.13505125,0.00095027586,0.5874909,0.0005966803],"about_ca_topic_score_codex":0.00012151652,"about_ca_topic_score_gemma":0.000023900273,"teacher_disagreement_score":0.7173812,"about_ca_system_score_codex":0.00007757525,"about_ca_system_score_gemma":0.000062099185,"threshold_uncertainty_score":0.41681734},"labels":[],"label_agreement":null},{"id":"W1845553064","doi":"","title":"Drug use evaluation of moxifloxacin (avelox) using a hand-held electronic device at a canadian teaching hospital.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Moxifloxacin; Medicine; Chronic bronchitis; Concordance; Observational study; Pneumonia; Exacerbation; Intensive care medicine; Community-acquired pneumonia; Emergency medicine; Pediatrics; Internal medicine; Antibiotics","score_opus":0.028739174900403952,"score_gpt":0.2412863858184599,"score_spread":0.21254721091805595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1845553064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99144256,0.006502503,0.000031970474,0.00015911466,0.00048430474,0.0006116764,0.000015451018,0.000017065395,0.00073538255],"genre_scores_gemma":[0.997671,0.000027611604,0.0000415769,0.00010396445,0.00004685743,0.000046946967,0.000033056935,0.000017065971,0.0020119147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983563,0.0003051981,0.00021923112,0.00018194466,0.00007273546,0.0008646103],"domain_scores_gemma":[0.99940825,0.000069653,0.00013223266,0.00021876725,0.00009376203,0.000077319004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421271,0.00013353495,0.00019492897,0.0001273969,0.00030849216,0.000014554392,0.00012385534,0.00016236659,0.000085709726],"category_scores_gemma":[0.00026754013,0.00011961437,0.00006456305,0.00010098428,0.00009951135,0.00022457865,0.00003954243,0.00024765756,0.000044358363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027997396,0.0007593036,0.7544683,0.00019069726,0.0016112983,0.0000063590646,0.013060098,0.00010643471,0.13988847,0.004385742,0.011280596,0.07396268],"study_design_scores_gemma":[0.0015722015,0.000024473198,0.8782796,0.00006333065,0.00050401903,0.000038494083,0.00046986865,0.00008617524,0.08935108,0.000056543762,0.02912437,0.0004297885],"about_ca_topic_score_codex":0.035948675,"about_ca_topic_score_gemma":0.06986231,"teacher_disagreement_score":0.123811305,"about_ca_system_score_codex":0.00055722514,"about_ca_system_score_gemma":0.00022068982,"threshold_uncertainty_score":0.970471},"labels":[],"label_agreement":null},{"id":"W1867649574","doi":"10.1111/j.1469-0691.2005.01258.x","title":"Report of the Consensus Conference on Antibiotic Resistance; Prevention and Control (ARPAC)","year":2005,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Antibiotic resistance; Context (archaeology); Infection control; European commission; Clinical microbiology; European union; Resistance (ecology); Commission; Medicine; Political science; Antibiotics; Intensive care medicine; Business; Biology; Microbiology; Law","score_opus":0.023290581737457162,"score_gpt":0.30413358009103547,"score_spread":0.2808429983535783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1867649574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99420816,0.0012893992,0.00011274713,0.0017526695,0.00077889214,0.0002558192,0.000018602448,0.000024170371,0.0015595482],"genre_scores_gemma":[0.9953269,0.0005466521,0.000044624947,0.00032466464,0.00005287798,0.0000010907679,0.000013921983,0.0000057283255,0.003683537],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984732,0.0004668711,0.0005562113,0.00032434743,0.000010066161,0.00016926469],"domain_scores_gemma":[0.99899197,0.0003225233,0.000356097,0.00023403719,0.00007738966,0.000017958879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059327116,0.00012894339,0.00034055894,0.000035579258,0.0001869359,0.0000053305016,0.000059698967,0.0004446714,0.000051380954],"category_scores_gemma":[0.00030660123,0.000084477506,0.00010332221,0.000059678503,0.0012971294,0.000026327492,0.000039611656,0.0003459833,0.000028520359],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010736291,0.0006335952,0.26944938,0.00011265763,0.00044904323,0.000006907648,0.00007816523,0.0000028268505,0.7048488,0.008011032,0.0071926685,0.00814126],"study_design_scores_gemma":[0.0061805104,0.0013445406,0.7723047,0.00063202117,0.00037288727,0.001166811,0.000057557263,0.000008607002,0.12439284,0.0010692163,0.09205995,0.00041037667],"about_ca_topic_score_codex":0.000013035847,"about_ca_topic_score_gemma":0.00018321093,"teacher_disagreement_score":0.58045596,"about_ca_system_score_codex":0.000010404204,"about_ca_system_score_gemma":0.000049073096,"threshold_uncertainty_score":0.47793272},"labels":[],"label_agreement":null},{"id":"W1886087613","doi":"10.5430/jha.v4n4p32","title":"Self-medication practice among Yemeni patients in Ibb city: a survey study exploring patients’ perceptives","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pharmacy; Stratified sampling; Family medicine; Self-medication; Medicine; Descriptive statistics; Simple random sample; Intervention (counseling); Legislation; Systematic sampling; Data collection; Nursing; Environmental health; Population","score_opus":0.03668167995698401,"score_gpt":0.2780980804446111,"score_spread":0.24141640048762708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1886087613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978696,0.000097610435,0.000041288768,0.000099551005,0.0013076545,0.00031117565,0.000006431281,0.0000110276305,0.00025562465],"genre_scores_gemma":[0.9995855,0.00006560713,0.00014431274,0.000017290118,0.000050272683,0.00000424225,0.000053936696,0.00000893859,0.00006991383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985122,0.00041466384,0.00059339585,0.00015460677,0.00016501594,0.0001600851],"domain_scores_gemma":[0.9983848,0.00012224159,0.0006711228,0.00011232197,0.0006605784,0.00004896452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009696133,0.000121964214,0.0002191358,0.00011575922,0.000064409855,0.000027947477,0.00014333913,0.0000993855,0.000015830268],"category_scores_gemma":[0.0010262273,0.00010051783,0.00004302433,0.00014384666,0.000060003298,0.0009216196,0.000029417137,0.00028853488,0.000025494546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003830581,0.0058318977,0.98590654,0.0000068203376,0.000090193775,0.00001118805,0.0070453254,8.967705e-7,0.000016542937,0.000006850919,0.0004134718,0.00028721377],"study_design_scores_gemma":[0.0025247904,0.011362354,0.9751281,0.00004269093,0.000049449838,0.0000030541016,0.010252452,0.0000012526019,0.00022808151,0.00000991303,0.00028433432,0.00011350749],"about_ca_topic_score_codex":0.00008590146,"about_ca_topic_score_gemma":0.00026453251,"teacher_disagreement_score":0.010778421,"about_ca_system_score_codex":0.00012102056,"about_ca_system_score_gemma":0.00017667087,"threshold_uncertainty_score":0.4098998},"labels":[],"label_agreement":null},{"id":"W1888473541","doi":"10.1111/jlme.12277","title":"Some Global Policies for Antibiotic Resistance Depend on Legally Binding and Enforceable Commitments","year":2015,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Institutes of Health Research","funders":"","keywords":"Incentive; Business; Inclusion (mineral); Antibiotic resistance; International community; Resistance (ecology); Antibiotics; Public administration; Political science; Economics; Law; Politics; Market economy","score_opus":0.10627009178454509,"score_gpt":0.3656738449237537,"score_spread":0.2594037531392086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1888473541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8692779,0.045852393,0.00076712185,0.05854539,0.0035773048,0.0005542906,0.00005369466,0.000036298443,0.021335592],"genre_scores_gemma":[0.99270827,0.0013555614,0.000118929645,0.0027658415,0.00025400898,1.8468626e-7,0.0000043750715,0.000010712683,0.002782112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881995,0.00026300098,0.00040236305,0.000092458824,0.00015094859,0.00027130172],"domain_scores_gemma":[0.9983155,0.00082581077,0.00037693244,0.00018171762,0.00024081848,0.000059209688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025329946,0.00014578558,0.00036366843,0.00004316369,0.0003586914,0.0000120819295,0.00029215624,0.00023170486,0.000004738125],"category_scores_gemma":[0.0005647393,0.00007884606,0.000047915382,0.00007630796,0.000763113,0.0001116514,0.000042670603,0.0007091967,0.000010441182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057442533,0.00025976688,0.0014328228,0.0004730158,0.0010710455,0.000058760885,0.019449003,0.00007513928,0.046794787,0.8522601,0.07196516,0.000416155],"study_design_scores_gemma":[0.02712649,0.010981146,0.002958875,0.008682258,0.0020316201,0.0021011815,0.021492183,0.000015702026,0.061894402,0.07350423,0.7882609,0.0009510526],"about_ca_topic_score_codex":0.00019931118,"about_ca_topic_score_gemma":0.00038047362,"teacher_disagreement_score":0.77875584,"about_ca_system_score_codex":0.00006740309,"about_ca_system_score_gemma":0.00016438476,"threshold_uncertainty_score":0.3215249},"labels":[],"label_agreement":null},{"id":"W1895653598","doi":"10.4212/cjhp.v68i5.1486","title":"A Qualitative Analysis of Implementation of Antimicrobial Stewardship at 3 Academic Hospitals: Understanding the Key Influences on Success","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Children's Hospital of Eastern Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Antimicrobial stewardship; Credibility; Antimicrobial; Qualitative research; Context (archaeology); Stewardship (theology); Health care; Medicine; Nursing; Public relations; Family medicine; Antibiotic resistance; Political science; Antibiotics; Microbiology; Sociology","score_opus":0.07966446334045943,"score_gpt":0.3927212783509997,"score_spread":0.3130568150105403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1895653598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99338496,0.0024276332,0.00004370667,0.0031077638,0.00056730804,0.00015612124,0.00014547107,0.0000023269913,0.00016468973],"genre_scores_gemma":[0.9995951,0.00010266566,0.0000064718984,0.00017436733,0.000035251654,5.87894e-7,0.000011467899,0.000008140355,0.00006594641],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984687,0.0004466345,0.0005971974,0.000105877974,0.00011880251,0.00026281874],"domain_scores_gemma":[0.9983195,0.00028424623,0.00090821704,0.00014212045,0.0002597454,0.00008618193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013027993,0.00013191457,0.00036431843,0.00030647064,0.0002520737,0.000015969286,0.0005307742,0.0000663047,0.00012807695],"category_scores_gemma":[0.000106991894,0.00007530363,0.00020710846,0.0005090266,0.0007508749,0.00015862954,0.000028450251,0.0003643254,0.000007807026],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011579127,0.00012889862,0.47612068,0.00009359493,0.015802376,0.000048736954,0.43708652,0.0015523655,0.037314747,0.009045307,0.020873785,0.0007750571],"study_design_scores_gemma":[0.009964303,0.003184453,0.20535304,0.00065753894,0.0091694305,0.00007971825,0.41950342,0.000026519869,0.34432697,0.003901613,0.002877655,0.0009553408],"about_ca_topic_score_codex":0.011047513,"about_ca_topic_score_gemma":0.017620984,"teacher_disagreement_score":0.30701223,"about_ca_system_score_codex":0.00028095083,"about_ca_system_score_gemma":0.00074343494,"threshold_uncertainty_score":0.995538},"labels":[],"label_agreement":null},{"id":"W1904348226","doi":"","title":"A population-based study of different antibiotic prescribing in different areas.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Medical prescription; Medicine; Respiratory tract infections; Antibiotics; Population; Family medicine; Pediatrics; Intensive care medicine; Environmental health; Internal medicine; Respiratory system; Nursing; Microbiology","score_opus":0.01291774700006343,"score_gpt":0.20292377063755268,"score_spread":0.19000602363748925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904348226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980378,0.0004142019,0.000023688961,0.000051721418,0.00026677182,0.0008737248,0.0000069766975,0.000033374803,0.0002917097],"genre_scores_gemma":[0.99931943,0.0000022744784,0.0000023865753,0.000013622653,0.00002193862,0.000042427382,0.000049531965,0.000011645634,0.00053674856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885666,0.0001455583,0.00037066833,0.00024614434,0.00004994168,0.00033101955],"domain_scores_gemma":[0.9995223,0.00008762151,0.00012457451,0.00023168883,0.000019936873,0.000013856015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008870288,0.0001546969,0.00035191717,0.00014684594,0.000054356475,0.000007687,0.00013157241,0.00010581773,0.000022211576],"category_scores_gemma":[0.00002778202,0.00011004651,0.000059858932,0.000114298084,0.000035743036,0.000027140626,0.000032639866,0.00012805976,0.000004191357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095821,0.0020876077,0.99375147,0.000042063803,0.00004126194,0.0000043842774,0.000060982857,0.00005064618,0.001980981,0.00011368693,0.00006943721,0.0017016678],"study_design_scores_gemma":[0.0019193569,0.000055305256,0.9877071,0.00003937357,0.000036202015,6.98864e-7,0.00012810375,0.0000097610155,0.009910996,0.0000620983,0.000012700404,0.00011830517],"about_ca_topic_score_codex":0.0013074836,"about_ca_topic_score_gemma":0.002123655,"teacher_disagreement_score":0.007930014,"about_ca_system_score_codex":0.000050239298,"about_ca_system_score_gemma":0.0000068780855,"threshold_uncertainty_score":0.44875664},"labels":[],"label_agreement":null},{"id":"W1911721644","doi":"10.1111/tmi.12592","title":"Acute respiratory infection case definitions for young children: a systematic review of community‐based epidemiologic studies in South Asia","year":2015,"lang":"en","type":"review","venue":"Tropical Medicine & International Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Centre for Global Health Research; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Sickkids Research Institute; Hospital for Sick Children","keywords":"Medicine; Incidence (geometry); Respiratory infection; Pediatrics; Pneumonia; Respiratory system; Intensive care medicine; Internal medicine","score_opus":0.32968223299788624,"score_gpt":0.4868051376728012,"score_spread":0.15712290467491496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1911721644","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010596632,0.9948223,0.00037982996,0.000671045,0.00087779306,0.0026328294,0.00040720025,0.00003311645,0.00006987792],"genre_scores_gemma":[0.0013253016,0.9952186,0.00009320562,0.0019136198,0.00010637055,0.00028722495,0.0009733119,0.000021719585,0.000060646515],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.994183,0.002974431,0.0022117647,0.00024761405,0.000101314865,0.00028187374],"domain_scores_gemma":[0.9960023,0.0016267094,0.0015546365,0.00040074333,0.0003633622,0.000052261676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022623823,0.00033712533,0.0038256387,0.00034439293,0.00016315421,0.0000018719999,0.00029861656,0.00030764483,0.00002549984],"category_scores_gemma":[0.003311253,0.00020966122,0.00035106446,0.00024406111,0.00048313223,0.000029198722,0.00006780504,0.00090030377,0.00002505232],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037389837,0.00020619114,0.00015508688,0.9853139,0.001229641,0.000029552983,0.00033166658,2.0335006e-7,1.9293536e-7,0.0026203324,0.0061062914,0.0039695557],"study_design_scores_gemma":[0.0014307153,0.0012440776,0.000115428236,0.9579034,0.0020908003,0.0011872161,0.00024688724,7.145437e-7,3.0808502e-7,0.00021055767,0.03535507,0.00021483678],"about_ca_topic_score_codex":0.0001937481,"about_ca_topic_score_gemma":0.00017097795,"teacher_disagreement_score":0.029248776,"about_ca_system_score_codex":0.00045117614,"about_ca_system_score_gemma":0.00046599,"threshold_uncertainty_score":0.8549736},"labels":[],"label_agreement":null},{"id":"W1926280277","doi":"10.1155/2015/468987","title":"Prevalence of Antimicrobial Use in a Network of Canadian Hospitals in 2002 and 2009","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal University Hospital; Queen Elizabeth II Health Sciences Centre; Children's Hospital of Eastern Ontario; Hospital for Sick Children; London Health Sciences Centre; Alberta Health Services; Health Sciences Centre; Ottawa Hospital; University of Alberta Hospital; Public Health Agency of Canada; Alberta Health; Alberta Hospital Edmonton","funders":"","keywords":"Antimicrobial; Medicine; Environmental health; Biology; Microbiology","score_opus":0.006848923866446455,"score_gpt":0.20234408647471983,"score_spread":0.19549516260827338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1926280277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97112733,0.027683793,0.0000062270938,0.00031078162,0.0004806393,0.00010803037,0.00019298478,0.0000015431065,0.00008868532],"genre_scores_gemma":[0.9970028,0.0025752045,0.000017586324,0.00028341505,0.00003533813,4.834009e-7,0.000006858987,0.0000068592694,0.00007148748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869454,0.00018900145,0.0005345427,0.00014834716,0.000020637488,0.00041294098],"domain_scores_gemma":[0.998951,0.000121904915,0.00021714819,0.00009011419,0.00014161701,0.00047819223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035557974,0.00012486667,0.00046308435,0.0005499118,0.00003691855,0.000005860938,0.0001325155,0.0003201295,0.00016321421],"category_scores_gemma":[0.0006693571,0.00010542627,0.000053575986,0.00027369562,0.0008108492,0.00006949784,0.000020334466,0.00028286304,0.000002373714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000740282,0.0000515014,0.98627925,0.00011451181,0.000065564214,0.000207516,0.00023092501,0.000018400684,0.0024521567,0.00016533812,0.009593071,0.000747761],"study_design_scores_gemma":[0.0043559475,0.0007931742,0.9804603,0.0016207139,0.00011368194,0.0019566799,0.0002144973,0.000003035524,0.0005734538,0.00018246101,0.009448317,0.00027774737],"about_ca_topic_score_codex":0.2183028,"about_ca_topic_score_gemma":0.65095836,"teacher_disagreement_score":0.43265557,"about_ca_system_score_codex":0.00007681954,"about_ca_system_score_gemma":0.0024243053,"threshold_uncertainty_score":0.7869026},"labels":[],"label_agreement":null},{"id":"W1942976844","doi":"10.1186/s12889-015-2109-3","title":"Household antimicrobial self-medication: a systematic review and meta-analysis of the burden, risk factors and outcomes in developing countries","year":2015,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":514,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health; International Development Research Centre","keywords":"Medicine; Medical prescription; Antimicrobial; Meta-analysis; Public health; Antimicrobial stewardship; MEDLINE; Biostatistics; Intensive care medicine; Adverse effect; Antibiotic resistance; Environmental health; Epidemiology; Family medicine; Internal medicine; Antibiotics; Pharmacology","score_opus":0.10973552858637306,"score_gpt":0.3449727699437625,"score_spread":0.23523724135738946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1942976844","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009402068,0.99460316,0.000044211523,0.0021899615,0.00009459606,0.0024292911,0.0005096321,0.00002808619,0.0000070266246],"genre_scores_gemma":[0.00018890754,0.9987419,0.00008962142,0.00056225725,0.0000057102134,0.00004937619,0.00010076657,0.000019114144,0.00024232084],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99508446,0.0023730805,0.0016683993,0.00041863555,0.0001001172,0.00035528318],"domain_scores_gemma":[0.9965554,0.0006196274,0.0020323244,0.0006358237,0.00009841332,0.000058399266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033592512,0.00039420906,0.008068985,0.00036676752,0.00017449513,0.000029597652,0.0003929885,0.00034582504,0.000019692128],"category_scores_gemma":[0.00047314807,0.0001838152,0.00068557827,0.0008585616,0.00023463089,0.00006743835,0.0001609216,0.0003601415,0.000004568107],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.5705084e-7,0.000036764963,0.001770408,0.9342916,0.061876852,3.2834438e-7,0.0005504106,8.581016e-8,9.0190255e-9,0.00035755304,0.0010166967,0.000098707715],"study_design_scores_gemma":[0.00020513273,0.000019347068,0.00078011735,0.026458653,0.43972814,0.000027135999,0.00012983962,3.481998e-7,1.2101461e-7,0.0000023281032,0.5323193,0.00032950492],"about_ca_topic_score_codex":0.0005471086,"about_ca_topic_score_gemma":0.0003844335,"teacher_disagreement_score":0.907833,"about_ca_system_score_codex":0.00015782207,"about_ca_system_score_gemma":0.0021696931,"threshold_uncertainty_score":0.7495766},"labels":[],"label_agreement":null},{"id":"W1942998622","doi":"10.1155/2000/949584","title":"Antibiotic Resistance in Canada at the Dawn of the New Millennium ‐‐ A Model for the Developed World?","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre; University of Toronto; University Health Network","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antibiotics; Millennium Development Goals; Medicine; History; Microbiology; Economic growth; Biology; Economics; Developing country; Ecology","score_opus":0.005451238282837401,"score_gpt":0.19725710442747024,"score_spread":0.19180586614463285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1942998622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90516335,0.08125964,0.00010609673,0.011623342,0.0010130041,0.00032648933,0.00020975151,0.000002446712,0.00029586078],"genre_scores_gemma":[0.990486,0.0015715528,0.0000074347886,0.0020327927,0.000048792903,0.0000012193375,0.000005636782,0.000008814119,0.005837758],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989007,0.00013739,0.00041876308,0.00013806674,0.000032445492,0.00037265042],"domain_scores_gemma":[0.99896693,0.0004348244,0.00018173119,0.00018606127,0.00006950795,0.00016093251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020955029,0.00013104627,0.00030093757,0.000059382743,0.00034765553,0.000006566601,0.00038312172,0.0001196582,0.00053415203],"category_scores_gemma":[0.00024122189,0.00006153422,0.00011074195,0.00017447828,0.0007469886,0.000018994602,0.000027095224,0.00029884037,0.0000023475118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011806117,0.00013514895,0.21908599,0.00024690828,0.0011541097,0.0001219919,0.0017248183,0.0008264948,0.007533216,0.0018326716,0.7363987,0.029759375],"study_design_scores_gemma":[0.0056992657,0.00016902234,0.18031114,0.0010067915,0.00046790089,0.0011871736,0.00053384306,0.00012946028,0.0016328042,0.00065935147,0.8077468,0.00045639952],"about_ca_topic_score_codex":0.37363455,"about_ca_topic_score_gemma":0.99678236,"teacher_disagreement_score":0.62314785,"about_ca_system_score_codex":0.0002411876,"about_ca_system_score_gemma":0.00942152,"threshold_uncertainty_score":0.9961941},"labels":[],"label_agreement":null},{"id":"W1947619581","doi":"","title":"The validity of a sore throat score in family practice.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":245,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sore throat; Medical prescription; Medicine; Throat; Respiratory tract infections; Throat culture; Internal medicine; Antibiotics; Pharyngitis; Population; Upper respiratory tract infection; Pediatrics; Intensive care medicine; Surgery; Streptococcus; Respiratory system; Nursing; Microbiology","score_opus":0.030211561992589245,"score_gpt":0.23374510972040752,"score_spread":0.2035335477278183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1947619581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661524,0.0051045087,0.000005870222,0.0009799452,0.00025495712,0.00032962539,0.0000068011454,0.000017398554,0.027148461],"genre_scores_gemma":[0.99067265,0.0015696993,0.000010277053,0.00018521905,0.000016425765,0.000038348448,0.0000043699774,0.0000053500034,0.0074976725],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999231,0.00016213101,0.00018076957,0.0001259263,0.000026759699,0.00027345913],"domain_scores_gemma":[0.99943346,0.00025806512,0.000067290144,0.0002063872,0.000025317744,0.000009475095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004094576,0.000068914516,0.00012987092,0.000019193678,0.00009355159,0.000006464229,0.00016354497,0.000106082305,0.000065838096],"category_scores_gemma":[0.00012926158,0.00004253403,0.00004458111,0.00010568261,0.00023624125,0.000062914914,0.000019761545,0.00016306715,0.00008592172],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014188765,0.0008421217,0.08751392,0.00007513698,0.00036021552,0.000039003375,0.0013584904,0.000012309273,0.007286531,0.004656618,0.031427115,0.86500967],"study_design_scores_gemma":[0.0005831525,0.000022156544,0.7923552,0.000015583972,0.000022523558,0.000012152101,0.00039330646,3.5816163e-7,0.005918475,0.00025317143,0.20034675,0.000077190874],"about_ca_topic_score_codex":0.00010907585,"about_ca_topic_score_gemma":0.000096828844,"teacher_disagreement_score":0.8649325,"about_ca_system_score_codex":0.000014248869,"about_ca_system_score_gemma":0.000023484292,"threshold_uncertainty_score":0.17344874},"labels":[],"label_agreement":null},{"id":"W1948545309","doi":"10.1111/1469-0691.12767","title":"Antibiotic resistance: a geopolitical issue","year":2014,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Anti-Doping Agency","funders":"","keywords":"Antibiotic resistance; Declaration; Geopolitics; Multidisciplinary approach; Political science; Global health; Politics; Task force; Resistance (ecology); Economic growth; Medicine; Business; Public administration; Antibiotics; Health care; Economics; Biology","score_opus":0.03466217756093999,"score_gpt":0.36564125540701853,"score_spread":0.33097907784607855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1948545309","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002632535,0.99158955,0.00008701337,0.000069660506,0.004239196,0.0004905426,0.00007316726,0.00013593733,0.003051654],"genre_scores_gemma":[0.00047637624,0.9848532,0.000038019225,0.0003181874,0.00057490263,0.000007570788,0.0005461533,0.00004767967,0.013137916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99527496,0.0016035938,0.0014746917,0.0009971058,0.000012401957,0.0006372187],"domain_scores_gemma":[0.9975367,0.0012712775,0.0005275189,0.0005195067,0.0000720475,0.000072959185],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009922271,0.0005671953,0.0028192366,0.00017665942,0.0003349006,0.000023828909,0.00021738111,0.0033506756,0.00044787594],"category_scores_gemma":[0.00053495256,0.00041732946,0.00073398027,0.00017829283,0.0018166747,0.000050216855,0.00017691795,0.0016065688,0.004363222],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013367731,0.00065083057,0.0009674223,0.025094472,0.0019319883,0.0000183134,0.00002546105,2.4526797e-8,0.00015113498,0.007948514,0.110090196,0.85298795],"study_design_scores_gemma":[0.0005218298,0.00027207608,0.00012813858,0.0053337757,0.0010219262,0.00033589586,0.000003170365,5.010908e-8,0.000019450888,0.00011110841,0.9917864,0.00046615058],"about_ca_topic_score_codex":0.000021006204,"about_ca_topic_score_gemma":0.000050084112,"teacher_disagreement_score":0.8816962,"about_ca_system_score_codex":0.000044577493,"about_ca_system_score_gemma":0.0001544445,"threshold_uncertainty_score":0.99982786},"labels":[],"label_agreement":null},{"id":"W1958698197","doi":"10.1111/j.2042-7174.2011.00176.x","title":"Antimicrobial use in a critical care unit: a prospective observational study","year":2011,"lang":"en","type":"article","venue":"International Journal of Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"Lawson Health Research Institute","keywords":"Medicine; Observational study; Intensive care unit; Unit (ring theory); Antimicrobial; Intensive care medicine; Emergency medicine; Internal medicine; Microbiology","score_opus":0.21331962268710733,"score_gpt":0.44480476444085904,"score_spread":0.2314851417537517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1958698197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993981,0.00064973,0.0003261145,0.000805619,0.0023876014,0.00018636238,0.000025218826,0.0000106819325,0.0016276827],"genre_scores_gemma":[0.99752796,0.00006354482,0.0015123377,0.0005761685,0.00012941853,0.000001877751,0.0000064293813,0.000010969598,0.00017127764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986867,0.00033988673,0.0005112606,0.00015909686,0.00014137785,0.00016172997],"domain_scores_gemma":[0.9974133,0.0005776397,0.00033785723,0.000083246174,0.0015624433,0.000025555899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040428006,0.00011823474,0.00018119365,0.0002107774,0.000058344685,0.000039172763,0.00038937177,0.00005113687,0.00042643564],"category_scores_gemma":[0.0014880291,0.00010239012,0.00007716922,0.00012195775,0.000115393355,0.0013342632,0.0000771281,0.0005534942,0.00006760284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077095786,0.0036679676,0.9513672,0.000014743537,0.00068744377,0.0018526594,0.01198063,0.000010638295,0.01918677,0.0022569695,0.00070208265,0.00056332943],"study_design_scores_gemma":[0.022813944,0.0007667863,0.8641242,0.00025058552,0.0005040887,0.0037481352,0.025069328,0.000012567612,0.0433475,0.00024545842,0.03866661,0.00045082002],"about_ca_topic_score_codex":0.00038408267,"about_ca_topic_score_gemma":0.000083643165,"teacher_disagreement_score":0.08724301,"about_ca_system_score_codex":0.00008936443,"about_ca_system_score_gemma":0.00023036017,"threshold_uncertainty_score":0.46691713},"labels":[],"label_agreement":null},{"id":"W1961848869","doi":"10.1111/jlme.12267","title":"What Will it Take to Address the Global Threat of Antibiotic Resistance?","year":2015,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antibiotics; Business; Intensive care medicine; Medicine; Computer security; Computer science; Biology; Microbiology","score_opus":0.09351948488377047,"score_gpt":0.36206690588583956,"score_spread":0.2685474210020691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1961848869","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30994108,0.15497145,0.0012129701,0.4924292,0.010428169,0.0006449805,0.00003380563,0.000031512267,0.030306857],"genre_scores_gemma":[0.9867128,0.0036000698,0.00005343313,0.006966817,0.0002743292,1.420537e-7,0.0000021769167,0.00001137875,0.0023788563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791926,0.0007476252,0.000652658,0.00011149692,0.00028854614,0.00028042015],"domain_scores_gemma":[0.9971989,0.0009930204,0.0005457107,0.00045583444,0.0007317462,0.00007482421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044742483,0.00017053039,0.0004972705,0.00003469412,0.00022908687,0.000012402403,0.00080287474,0.00029067817,0.00006600953],"category_scores_gemma":[0.0009074528,0.0000733121,0.00009221465,0.00023238518,0.001756113,0.00017291472,0.0000927739,0.0011544838,0.000031553824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010645353,0.0006357434,0.0028045613,0.0006750483,0.0025982938,0.00025012868,0.16424549,0.0002782679,0.06142265,0.32152975,0.4330896,0.0018251017],"study_design_scores_gemma":[0.006550108,0.0032465216,0.0031491471,0.010617113,0.001624541,0.0016965475,0.07790147,0.0000016875904,0.026785161,0.022411058,0.84555304,0.00046361733],"about_ca_topic_score_codex":0.0001935348,"about_ca_topic_score_gemma":0.001415483,"teacher_disagreement_score":0.6767717,"about_ca_system_score_codex":0.000059778635,"about_ca_system_score_gemma":0.00028444853,"threshold_uncertainty_score":0.64704716},"labels":[],"label_agreement":null},{"id":"W1966257166","doi":"10.4212/cjhp.v65i1.1101","title":"Prospective Audit and Feedback of Antimicrobial Stewardship in Critical Care: Program Implementation, Experience, and Challenges","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Audit; Business; Accounting; Political science; Chemistry","score_opus":0.030395021737628477,"score_gpt":0.3336157377692789,"score_spread":0.3032207160316504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966257166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563746,0.040423326,8.7214215e-7,0.0023410532,0.0004751565,0.00020749295,0.000016710528,0.000002335969,0.00015847136],"genre_scores_gemma":[0.99874806,0.0010724078,0.000045656594,0.00004490193,0.00006749971,0.0000023320902,0.0000014113363,0.0000065944564,0.000011111656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929786,0.00007887779,0.0002289742,0.000080162354,0.000029276698,0.00028485613],"domain_scores_gemma":[0.99959296,0.000043130876,0.00010342393,0.000058506357,0.00011294824,0.00008904422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018920482,0.00008837559,0.00016901843,0.00007930636,0.00013307236,0.0000156955,0.00010972234,0.000040887237,0.000057362122],"category_scores_gemma":[0.00003807453,0.00006223369,0.000030061175,0.000062386614,0.0006261142,0.00018555198,0.000018052528,0.00019447682,0.0000021787848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001782123,0.00023865292,0.85509497,0.00027753197,0.00020453126,0.000041311643,0.102158494,3.7461123e-7,0.007050882,0.0043844758,0.0012877663,0.029082783],"study_design_scores_gemma":[0.0031908338,0.00074659014,0.9028666,0.00017664408,0.00011342733,0.0002883702,0.037794065,2.2344547e-7,0.04252857,0.00021821633,0.011825207,0.00025127613],"about_ca_topic_score_codex":0.0019289937,"about_ca_topic_score_gemma":0.00547103,"teacher_disagreement_score":0.064364426,"about_ca_system_score_codex":0.000044021654,"about_ca_system_score_gemma":0.00021582565,"threshold_uncertainty_score":0.3052963},"labels":[],"label_agreement":null},{"id":"W1966513692","doi":"10.1089/sur.2006.072","title":"Empiric Antimicrobial Therapy in Critical Illness: Results of a Surgical Infection Society Survey","year":2007,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Empiric therapy; Antibiotics; Intensive care medicine; Leukocytosis; Vancomycin; Intensive care unit; Antimicrobial stewardship; Internal medicine; Emergency medicine; Antibiotic resistance; Staphylococcus aureus","score_opus":0.03116615010945398,"score_gpt":0.3371717512848567,"score_spread":0.3060056011754027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966513692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943106,0.0005042114,0.00040377138,0.00025546987,0.0010508577,0.00017867678,0.000084862084,0.00008227905,0.0031292324],"genre_scores_gemma":[0.9976317,0.0016095943,0.000021176915,0.000039364622,0.00007782513,0.0000030172698,0.000117617885,0.000014551394,0.00048512887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801916,0.0004136662,0.0006671512,0.0003606787,0.000057969763,0.00048137925],"domain_scores_gemma":[0.99779075,0.001659184,0.00010542012,0.0002298871,0.00017279513,0.000041935215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016416832,0.00018893612,0.00039718315,0.00016470358,0.0002417901,0.000012119988,0.0000910622,0.00052649196,0.00024526136],"category_scores_gemma":[0.0002056196,0.00015679153,0.00028390132,0.00083119003,0.0006623674,0.00009906028,0.00004876636,0.0005363651,0.000091833324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004956845,0.007710387,0.91479844,0.00012546341,0.00047848493,0.00021825517,0.0013280155,0.0000971099,0.040865827,0.0038551937,0.017156672,0.008409339],"study_design_scores_gemma":[0.010588653,0.0007614512,0.752857,0.00016477532,0.000033561264,0.00054107147,0.00011058232,0.000010717219,0.05209739,0.00014123376,0.18208608,0.0006074203],"about_ca_topic_score_codex":0.0029571936,"about_ca_topic_score_gemma":0.0023651526,"teacher_disagreement_score":0.16492942,"about_ca_system_score_codex":0.000053928594,"about_ca_system_score_gemma":0.00008073347,"threshold_uncertainty_score":0.6393773},"labels":[],"label_agreement":null},{"id":"W1967590951","doi":"10.1186/cc5245","title":"Antibiotic prescribing practices in public and private-sector intensive care units in South Africa","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Public sector; Private sector; Intensive care; Public health; Health care; Antibiotics; Family medicine; Intensive care medicine; Nursing; Economic growth","score_opus":0.06138334739506841,"score_gpt":0.29755523177599363,"score_spread":0.23617188438092523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967590951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96713954,0.029328791,0.00004934147,0.00032489674,0.0003039833,0.00019915515,0.000026919395,0.00003773905,0.002589615],"genre_scores_gemma":[0.99954313,0.000032367618,0.00006524072,0.00022037818,0.000025761627,0.0000010510731,0.000034052533,0.000016052954,0.00006193767],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99860185,0.0001393818,0.00027133667,0.00037668768,0.00004511797,0.00056564936],"domain_scores_gemma":[0.99873096,0.00044078883,0.0000661728,0.00019209234,0.00051900564,0.000050970782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017763244,0.00016079556,0.0002596864,0.00020213482,0.000106294465,0.000038241375,0.00014731131,0.00030771294,0.00003864803],"category_scores_gemma":[0.003492048,0.00014132037,0.000027000096,0.00035540966,0.00039379907,0.0001583656,0.000120303164,0.0004960344,0.000034679135],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048096335,0.00011927509,0.75067306,0.0016998184,0.00006843049,0.000852521,0.17758353,0.000001021978,0.04827435,0.017179752,0.0001874213,0.0028798608],"study_design_scores_gemma":[0.0020199115,0.0003410968,0.23155282,0.0008650676,0.000080804624,0.0000541393,0.72935236,0.0000032338944,0.027900776,0.00012569712,0.0071310326,0.0005730321],"about_ca_topic_score_codex":0.000051552415,"about_ca_topic_score_gemma":0.0005280879,"teacher_disagreement_score":0.55176884,"about_ca_system_score_codex":0.000068667294,"about_ca_system_score_gemma":0.00008016755,"threshold_uncertainty_score":0.57628775},"labels":[],"label_agreement":null},{"id":"W1967898453","doi":"10.1007/s40506-014-0015-3","title":"Antimicrobial Stewardship Programs: Appropriate Measures and Metrics to Study their Impact","year":2014,"lang":"en","type":"review","venue":"Current treatment options in infectious diseases/Current treatment options in infectious disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":180,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"","keywords":"Antimicrobial stewardship; Medicine; Stewardship (theology); Antimicrobial; Psychological intervention; Antibiotic resistance; Intensive care medicine; Metric (unit); Population; Environmental health; Risk analysis (engineering); Nursing; Business; Marketing; Antibiotics; Microbiology","score_opus":0.05364443792420077,"score_gpt":0.35673047050740103,"score_spread":0.30308603258320027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967898453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10103918,0.8790877,0.00019335581,0.000014944891,0.0037069025,0.0126538,0.0026178157,0.0006190318,0.00006728576],"genre_scores_gemma":[0.30853933,0.6829484,0.0000120668265,0.000005021065,0.00021223866,0.005224795,0.002825822,0.00016416296,0.00006815719],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903258,0.002596811,0.0022424222,0.0027822275,0.0002956746,0.0017570294],"domain_scores_gemma":[0.9955946,0.0006282662,0.00085062924,0.0019068299,0.00025962733,0.0007600327],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004893188,0.0028056148,0.0041605947,0.004139423,0.0010388317,0.0004104981,0.00055771216,0.0006037047,0.00010888396],"category_scores_gemma":[0.0002964128,0.0020166766,0.0021311867,0.003433882,0.00048296136,0.00032675726,0.00033495406,0.0009845699,0.0005002932],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018846619,0.067926034,0.120470874,0.0024357007,0.0026210018,0.0000615159,0.000479103,0.00034071237,7.307615e-7,0.00024484625,0.00008970563,0.8051413],"study_design_scores_gemma":[0.04888772,0.02206017,0.0722026,0.037636988,0.04773859,0.00046089178,0.0007406549,0.00011241336,0.0000055517626,0.0012157762,0.7582524,0.010686272],"about_ca_topic_score_codex":0.00044937257,"about_ca_topic_score_gemma":0.0008501166,"teacher_disagreement_score":0.79445505,"about_ca_system_score_codex":0.0056382148,"about_ca_system_score_gemma":0.0014549674,"threshold_uncertainty_score":0.9984676},"labels":[],"label_agreement":null},{"id":"W1967974730","doi":"10.1016/s1473-3099(12)70260-8","title":"GAIN Act legislation: is it enough?","year":2012,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Micropharma (Canada)","funders":"","keywords":"Incentive; Legislation; Medical prescription; Business; Food and drug administration; Prescription drug; Internet privacy; Medicine; Political science; Law; Pharmacology; Risk analysis (engineering); Economics; Computer science","score_opus":0.023441155018511184,"score_gpt":0.2745142017561609,"score_spread":0.25107304673764974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967974730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82875204,0.035744615,0.00038284264,0.008184029,0.0026615045,0.0004273348,0.00017438654,0.00050564384,0.12316761],"genre_scores_gemma":[0.9895549,0.0005024898,0.000004030369,0.0034917155,0.00064669125,0.000007358651,0.000033429416,0.000011532952,0.005747895],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919355,0.0001331044,0.00012262404,0.00012214511,0.000031871175,0.0003967321],"domain_scores_gemma":[0.9993924,0.00014078128,0.00007231732,0.00034119104,0.000025744159,0.000027554568],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012771408,0.00012298045,0.00020170123,0.000025266587,0.000319642,0.000017629065,0.00016060483,0.00008762898,0.0016408495],"category_scores_gemma":[0.000050484923,0.00007681038,0.00008778434,0.00009952686,0.00017182357,0.00011901991,0.00004540842,0.00015035912,0.0021968002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013359649,0.0004476954,0.51005065,0.000049719543,0.00040972052,0.0000026330201,0.0021972805,0.000009350091,0.004597001,0.0077442583,0.4703753,0.0039827507],"study_design_scores_gemma":[0.0011806212,0.00007524125,0.1798443,0.000054101663,0.00019838953,0.000050959643,0.00030916146,0.000002576954,0.006120899,0.000727735,0.8111541,0.00028187662],"about_ca_topic_score_codex":0.000048992446,"about_ca_topic_score_gemma":0.00001622141,"teacher_disagreement_score":0.34077883,"about_ca_system_score_codex":0.000021654334,"about_ca_system_score_gemma":0.000029916691,"threshold_uncertainty_score":0.9992718},"labels":[],"label_agreement":null},{"id":"W1969178555","doi":"10.3109/00365548.2011.619998","title":"Compliance with oral antibiotic regimens and associated factors in Japan: Compliance survey of multiple oral antibiotics (COSMOS)","year":2011,"lang":"en","type":"article","venue":"Scandinavian Journal of Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Medical prescription; Antibiotics; Regimen; Compliance (psychology); Pharyngitis; Multivariate analysis; Family medicine; Internal medicine; Pediatrics; Psychology; Pharmacology","score_opus":0.05195426458743774,"score_gpt":0.26650592742495494,"score_spread":0.2145516628375172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969178555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968596,0.0022051542,0.00009462265,0.000007939458,0.00032831577,0.00016569732,0.000179308,0.000020537684,0.00013883514],"genre_scores_gemma":[0.9994876,0.00027813812,0.000062926985,0.000021335654,0.0000071804625,8.9411486e-8,0.000033584383,0.000023686425,0.00008549972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834484,0.00036100275,0.0005790995,0.00023789196,0.00008733839,0.00038984104],"domain_scores_gemma":[0.99834657,0.00022145784,0.000787301,0.00019726918,0.00035493833,0.00009244989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030131158,0.00026409095,0.0007869022,0.00021492298,0.0001379536,0.000017002983,0.00020933144,0.00016166369,0.0000513306],"category_scores_gemma":[0.00031423665,0.00019636883,0.00009902774,0.00042107006,0.0006981997,0.00017893354,0.000042606178,0.00032930172,0.00000607911],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006317824,0.0008776448,0.99516386,0.000102438746,0.00034449558,0.000048120455,0.00035973385,0.0000085257825,0.0020652353,0.00002843252,0.00013461939,0.00023509473],"study_design_scores_gemma":[0.0033965022,0.001178913,0.9874215,0.0014854505,0.00013855145,0.00011231803,0.0003463104,0.000007807469,0.005617569,0.000051047205,0.0000057685293,0.00023821947],"about_ca_topic_score_codex":0.0015016071,"about_ca_topic_score_gemma":0.0025118233,"teacher_disagreement_score":0.007742334,"about_ca_system_score_codex":0.00007215089,"about_ca_system_score_gemma":0.00011214393,"threshold_uncertainty_score":0.8007688},"labels":[],"label_agreement":null},{"id":"W1969512451","doi":"10.2460/javma.2005.226.567","title":"Evaluation of client compliance with short-term administration of antimicrobials to dogs","year":2005,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada; University of Saskatchewan","funders":"","keywords":"Term (time); Compliance (psychology); Administration (probate law); Medicine; Antimicrobial; Business; Intensive care medicine; Psychology; Political science; Social psychology; Law; Chemistry","score_opus":0.046098817745106546,"score_gpt":0.3449459578455886,"score_spread":0.2988471401004821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969512451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99646586,0.000162612,0.00035189162,0.0025111437,0.0002433598,0.00013333299,0.000009585821,0.0000029105781,0.00011930492],"genre_scores_gemma":[0.99913275,0.000067964764,0.0004287358,0.00020233555,0.00007271455,8.683449e-7,0.0000023955265,0.0000053356584,0.00008690386],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982135,0.00050259725,0.00057117344,0.000086058804,0.0004983209,0.00012832793],"domain_scores_gemma":[0.99773955,0.00012528276,0.0013730846,0.00012800479,0.0006053348,0.000028722103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021646156,0.00007883527,0.0003413521,0.00005304572,0.000048054586,0.0000035386865,0.00023672935,0.00007585898,0.00009521428],"category_scores_gemma":[0.0004379958,0.00004892785,0.000098359465,0.0001819542,0.00016634913,0.00006464314,0.000036493333,0.00018463483,0.0000071342274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014538019,0.00062722404,0.032834567,0.00004088402,0.0005329845,0.000006012326,0.0005301202,0.00019166947,0.91089106,0.000012267197,0.0025239226,0.0503555],"study_design_scores_gemma":[0.001848412,0.0055277953,0.8080493,0.0011484782,0.00056023477,0.00050707173,0.00032671288,0.000068119916,0.17856355,0.000018152698,0.0031991464,0.00018301736],"about_ca_topic_score_codex":0.000011489456,"about_ca_topic_score_gemma":0.000020823492,"teacher_disagreement_score":0.77521473,"about_ca_system_score_codex":0.00018466209,"about_ca_system_score_gemma":0.0002963508,"threshold_uncertainty_score":0.19952199},"labels":[],"label_agreement":null},{"id":"W1974147306","doi":"10.1186/cc5265","title":"A clinico-microbiological study of extended spectrum β-lactamases in the intensive care unit","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Intensive care unit; Intensive care medicine; Incidence (geometry); Tertiary care; Critically ill; Broad spectrum; Emergency medicine","score_opus":0.042061458897390935,"score_gpt":0.35243465366158316,"score_spread":0.31037319476419223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974147306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904459,0.006297004,0.000029379302,0.00029905987,0.0002909913,0.00033639508,0.00003525781,0.0000242646,0.0022417188],"genre_scores_gemma":[0.9992212,0.000016643882,0.000012650999,0.0006143269,0.000030825144,0.0000029881248,0.00004192685,0.00000838729,0.000051024796],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985469,0.00031189702,0.00039816374,0.0002984749,0.00004267429,0.00040189602],"domain_scores_gemma":[0.9983077,0.0009320643,0.000044346885,0.00032385346,0.00037139104,0.000020611951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024676055,0.00015566799,0.00033347946,0.00007448566,0.00012195333,0.000008387751,0.0003152481,0.00025327946,0.00014671317],"category_scores_gemma":[0.0007975442,0.00009495924,0.00009626217,0.00018480892,0.000626954,0.000025785635,0.00008890294,0.0004917465,0.00005604896],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044435733,0.0048996313,0.6592066,0.0010785048,0.0003495944,0.0023850843,0.19097413,0.0000029174469,0.0884119,0.038946215,0.0018333421,0.0074684643],"study_design_scores_gemma":[0.0013375385,0.0016456688,0.2129029,0.00008132668,0.00007815188,0.000046838075,0.77009064,6.1109226e-8,0.012237897,0.00014890113,0.0012722352,0.00015783469],"about_ca_topic_score_codex":0.00008666048,"about_ca_topic_score_gemma":0.0008741292,"teacher_disagreement_score":0.5791165,"about_ca_system_score_codex":0.000024549798,"about_ca_system_score_gemma":0.00003820212,"threshold_uncertainty_score":0.38723254},"labels":[],"label_agreement":null},{"id":"W1978185990","doi":"10.1016/j.jgar.2014.08.001","title":"Determinants of an effective antibiotic campaign: Lessons from Hong Kong","year":2014,"lang":"en","type":"article","venue":"Journal of Global Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publicity; Antibiotic resistance; Quarter (Canadian coin); Medicine; Population; Resistance (ecology); Antibiotics; Public health; Demography; Environmental health; Advertising; Geography; Political science; Biology; Nursing","score_opus":0.006803693150295541,"score_gpt":0.26246145006476423,"score_spread":0.2556577569144687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978185990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99463195,0.001827352,0.0010362198,0.00016530145,0.0012751941,0.00015809757,0.00019245913,0.000019039582,0.00069437764],"genre_scores_gemma":[0.9979847,0.00015419391,0.0012700824,0.00013109774,0.00015841781,1.965972e-7,0.000009438059,0.000019039227,0.00027284125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977626,0.00046247774,0.00087252003,0.00033624796,0.000119700395,0.00044645029],"domain_scores_gemma":[0.9978217,0.00022201292,0.0011667565,0.00037669032,0.0003354304,0.000077419216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005315888,0.00028932263,0.0009196949,0.00007088033,0.00018430609,0.0000302038,0.0006078856,0.00031991073,0.000040799216],"category_scores_gemma":[0.0002700191,0.00023331604,0.00029865094,0.00026212647,0.00047536087,0.00027352874,0.00007497658,0.0003374796,0.000043664066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002441536,0.0006617836,0.07047059,0.0002344162,0.0003645773,0.00011360371,0.00019756482,0.00003128027,0.9135022,0.00070019736,0.0039213817,0.0073608714],"study_design_scores_gemma":[0.0027666655,0.00056356296,0.46205723,0.0020041268,0.00026297243,0.0001891325,0.00015806056,0.000008082339,0.5285159,0.0005508738,0.0025275312,0.0003959093],"about_ca_topic_score_codex":0.00014590744,"about_ca_topic_score_gemma":0.001063204,"teacher_disagreement_score":0.39158666,"about_ca_system_score_codex":0.000106807274,"about_ca_system_score_gemma":0.00012991285,"threshold_uncertainty_score":0.9514352},"labels":[],"label_agreement":null},{"id":"W1982042850","doi":"10.4212/cjhp.v66i1.1223","title":"Achieving the CSHP’s Vision for Hospital Pharmacy in Canada","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Business; Political science; Medicine; Nursing","score_opus":0.008584541371079972,"score_gpt":0.23844774676363584,"score_spread":0.22986320539255586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982042850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95204633,0.007519314,0.000015080629,0.036457464,0.0030582584,0.0005302022,0.00003001356,0.0000035033245,0.0003398551],"genre_scores_gemma":[0.9980224,0.00015317925,0.000017356122,0.0010748983,0.0001815673,0.000006763646,0.0000049477885,0.00001988602,0.0005190349],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868673,0.00012255638,0.00043545003,0.0001328865,0.000068642534,0.0005537241],"domain_scores_gemma":[0.9990193,0.00021365202,0.00027526793,0.0001793225,0.00017974898,0.00013266342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003682206,0.00017455666,0.00024089516,0.00008288627,0.0005106959,0.000066895554,0.0007471855,0.00003600471,0.0004492804],"category_scores_gemma":[0.00009369659,0.00009698176,0.00013054175,0.00013850398,0.00022899495,0.00025292634,0.000028626604,0.0005922572,0.000056171746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027257786,0.00024228322,0.20722479,0.00009482679,0.0010886756,0.00032291975,0.006443595,0.00016618952,0.023781916,0.0009636227,0.70940197,0.049996663],"study_design_scores_gemma":[0.009660217,0.0008934621,0.28570768,0.00044615995,0.00030978184,0.0003031801,0.0060124896,0.00014986508,0.014758019,0.0008708919,0.6798873,0.0010009734],"about_ca_topic_score_codex":0.92899823,"about_ca_topic_score_gemma":0.94090134,"teacher_disagreement_score":0.07848289,"about_ca_system_score_codex":0.0003957337,"about_ca_system_score_gemma":0.0033761158,"threshold_uncertainty_score":0.5989085},"labels":[],"label_agreement":null},{"id":"W1984439649","doi":"10.1007/s11606-008-0707-9","title":"How Do Community Practitioners Decide Whether to Prescribe Antibiotics for Acute Respiratory Tract Infections?","year":2008,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Antibiotics; Respiratory tract infections; Guideline; Family medicine; Internal medicine; Intensive care medicine; Respiratory system","score_opus":0.042046085338471324,"score_gpt":0.3260968152740544,"score_spread":0.28405072993558306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984439649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97188073,0.0021211575,0.016931942,0.005553748,0.0024423823,0.00018532533,0.000020879294,0.0000149142425,0.00084894575],"genre_scores_gemma":[0.984602,0.00048811312,0.0014851575,0.001982948,0.0007404412,6.184845e-7,0.0000065980043,0.000021363901,0.01067281],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987664,0.00028167682,0.000503692,0.00011370778,0.00009574737,0.00023875931],"domain_scores_gemma":[0.99851733,0.0002677917,0.0004893457,0.00021644711,0.00042485673,0.00008421218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006046707,0.00016933939,0.00044039046,0.00024055409,0.00033075968,0.000015793015,0.0002956925,0.0001651641,0.00008873692],"category_scores_gemma":[0.00043438698,0.000114364906,0.00016301617,0.00011971366,0.00031194545,0.00020129704,0.000040661693,0.0007741996,0.000014459808],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009872655,0.00061748043,0.009062523,0.000024206356,0.0009666809,0.00012339055,0.0011430694,0.000020252846,0.83875144,0.00017489368,0.14724262,0.00088616915],"study_design_scores_gemma":[0.0074737514,0.013764976,0.06190969,0.001324662,0.00071468664,0.008515683,0.0021550595,0.0000039512643,0.40436068,0.000362688,0.49896887,0.0004453119],"about_ca_topic_score_codex":0.00012703774,"about_ca_topic_score_gemma":0.000037801132,"teacher_disagreement_score":0.43439078,"about_ca_system_score_codex":0.00007513909,"about_ca_system_score_gemma":0.0000868131,"threshold_uncertainty_score":0.46636653},"labels":[],"label_agreement":null},{"id":"W1985721779","doi":"10.5688/aj700230","title":"Survey of Medication Knowledge and Behaviors Among College Students in Taiwan","year":2006,"lang":"en","type":"article","venue":"American Journal of Pharmaceutical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Scale (ratio); Family medicine; Medical education; Psychology; Medicine; Stratified sampling","score_opus":0.01354975667029952,"score_gpt":0.36108873652577667,"score_spread":0.34753897985547716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985721779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944535,0.0046796226,0.00004366722,0.00017902559,0.00040522325,0.0000816949,0.000008171442,0.0000024163699,0.00014670494],"genre_scores_gemma":[0.9994847,0.00020182473,0.00005389871,0.00003271282,0.00002699244,0.000001105483,0.00001392211,0.000005790445,0.00017902661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989714,0.00031542394,0.0004387396,0.00009297802,0.000057805508,0.00012366634],"domain_scores_gemma":[0.99926,0.00010364079,0.00036397896,0.000063567,0.00017419021,0.000034612844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062270847,0.00007357267,0.00023795474,0.00015678887,0.000030559153,0.0000036509389,0.0001358014,0.000049673807,0.000049356735],"category_scores_gemma":[0.00006444179,0.000062021005,0.000028252742,0.0002646751,0.00056452956,0.00006779086,0.000020113273,0.00020663188,0.0000045541137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010964644,0.0010608127,0.96486455,0.000015167417,0.000030251522,0.0000012644869,0.00033658766,8.1954386e-7,0.013459793,0.00014081072,0.0009693439,0.019010961],"study_design_scores_gemma":[0.0006313824,0.00014785692,0.99278075,0.00008330259,0.000050769395,0.000022060576,0.0010248899,0.0000032655869,0.004536109,0.00003064323,0.0006287828,0.00006019683],"about_ca_topic_score_codex":0.00068012666,"about_ca_topic_score_gemma":0.00024799653,"teacher_disagreement_score":0.0279162,"about_ca_system_score_codex":0.000044758264,"about_ca_system_score_gemma":0.000249248,"threshold_uncertainty_score":0.2529143},"labels":[],"label_agreement":null},{"id":"W1988870693","doi":"10.1371/journal.pone.0125155","title":"An Assessment of Antimicrobial Resistant Disease Threats in Canada","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Centers for Disease Control and Prevention","keywords":"Prioritization; Public health; Epidemiology; Transmission (telecommunications); Antibiotic resistance; Medicine; Environmental health; Biology; Antibiotics; Microbiology; Internal medicine; Business; Computer science; Pathology","score_opus":0.03804788936484817,"score_gpt":0.26523866365596754,"score_spread":0.2271907742911194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988870693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765486,0.0009306808,0.000011108747,0.00023750517,0.00008450566,0.00013007382,0.0000808836,0.000010650496,0.0008597618],"genre_scores_gemma":[0.9989324,0.00006832851,0.00031849282,0.00008958462,0.000012400937,0.0000017441855,0.00006182423,0.000008268106,0.00050691416],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99926555,0.000095673895,0.00020740283,0.00017169671,0.00006056643,0.00019910748],"domain_scores_gemma":[0.99952984,0.00002314759,0.00007071753,0.0002599208,0.00006373141,0.000052669213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010761676,0.000085823216,0.00023969066,0.00004041314,0.000028142571,0.0000031593634,0.00014584513,0.00005098779,0.00006414431],"category_scores_gemma":[0.000020916958,0.00007491496,0.000017893013,0.00007931155,0.000068649715,0.000044055523,0.00002680242,0.00011442747,0.000009393174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040789024,0.0019595367,0.31134716,0.00012389003,0.00016778847,0.000058892143,0.00010146809,0.000016269047,0.6841948,0.00047623678,0.0010599644,0.000086108186],"study_design_scores_gemma":[0.0029635294,0.00026170514,0.71849257,0.0007579108,0.00020201925,0.0000018621712,0.00055644754,0.00007228761,0.27590454,0.00020631106,0.00020850995,0.00037229017],"about_ca_topic_score_codex":0.26226425,"about_ca_topic_score_gemma":0.62769705,"teacher_disagreement_score":0.40829027,"about_ca_system_score_codex":0.0001629972,"about_ca_system_score_gemma":0.0015911126,"threshold_uncertainty_score":0.7426484},"labels":[],"label_agreement":null},{"id":"W1988889880","doi":"10.4212/cjhp.v62i1.112","title":"Effect of Utilization Policies for Fluoroquinolones: A Pilot Study in Nova Scotia Hospitals","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"College of Pharmacy, Dalhousie University; Canadian Institutes of Health Research; Dalhousie University; Nova Scotia Health Research Foundation; Canadian Health Services Research Foundation","keywords":"Nova scotia; Defined daily dose; Medical prescription; Medicine; Pharmacy; Antimicrobial; Emergency medicine; Health care; Antibiotic resistance; Environmental health; Family medicine; Geography; Antibiotics; Nursing; Economic growth","score_opus":0.028986755404310095,"score_gpt":0.3181505713698148,"score_spread":0.28916381596550467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988889880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919181,0.0052630277,0.00001850482,0.0011857356,0.0008141179,0.000659706,0.000017793398,0.0000039163006,0.000119098804],"genre_scores_gemma":[0.9996949,0.00003686983,0.000007107434,0.00010731909,0.00005602493,8.462927e-7,0.0000036353595,0.000009501395,0.00008378943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896777,0.00017607312,0.0004156848,0.00009673368,0.000042367625,0.00030134933],"domain_scores_gemma":[0.9992767,0.00012836161,0.00027683008,0.00013254641,0.00013314937,0.00005243635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061496923,0.00013686606,0.00033178754,0.00021234258,0.000114707684,0.000017540331,0.00034661955,0.000035764882,0.00005322635],"category_scores_gemma":[0.00014242339,0.00008879487,0.000087503795,0.00019313993,0.00018393452,0.0001139378,0.000008002118,0.00020843997,0.000012578522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049415356,0.0022903932,0.8182278,0.00025180215,0.0013724697,0.00021634325,0.019478166,0.00017411287,0.100027755,0.0016524794,0.01935911,0.032007977],"study_design_scores_gemma":[0.018648028,0.08897475,0.6351921,0.0005783472,0.0005992682,0.00013491331,0.0022489012,0.000010713626,0.2503891,0.0006333685,0.0020010758,0.0005894143],"about_ca_topic_score_codex":0.012811699,"about_ca_topic_score_gemma":0.026063655,"teacher_disagreement_score":0.18303573,"about_ca_system_score_codex":0.00006524529,"about_ca_system_score_gemma":0.00030091015,"threshold_uncertainty_score":0.9937621},"labels":[],"label_agreement":null},{"id":"W1991653133","doi":"10.1016/j.jpeds.2008.07.043","title":"A Randomized, Controlled Trial of the Impact of Early and Rapid Diagnosis of Viral Infections in Children Brought to an Emergency Department with Febrile Respiratory Tract Illnesses","year":2008,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia; Provincial Health Services Authority; BC Children's Hospital","funders":"","keywords":"Medicine; Emergency department; Medical prescription; Respiratory tract infections; Antibiotics; Randomized controlled trial; Emergency medicine; Pediatrics; Intensive care medicine; Internal medicine; Respiratory system","score_opus":0.009056749727798925,"score_gpt":0.2535480648253987,"score_spread":0.24449131509759978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991653133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912721,0.00746826,0.00003462526,0.000031407984,0.00022700334,0.00091900857,0.00002337015,0.0000016430079,0.000022560636],"genre_scores_gemma":[0.9930353,0.006827501,0.000009140204,0.0000068193835,0.00009009065,0.0000058897594,6.0417307e-7,0.000006599787,0.00001805634],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9981698,0.00079190405,0.0007692178,0.00006319242,0.0000826707,0.000123206],"domain_scores_gemma":[0.9981908,0.00051031326,0.00097419193,0.00015585826,0.00014669809,0.00002209908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010147317,0.00011168367,0.00080083916,0.00015613034,0.00008771976,0.0000016424348,0.0001679746,0.00008319791,0.000032116906],"category_scores_gemma":[0.00032143565,0.000047721776,0.0002788167,0.00025978865,0.00022858357,0.00007636018,0.000024215164,0.00019258019,4.1123238e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.50182074,0.0011792203,0.4929434,0.000015735182,0.00033563332,0.0000013355424,0.0011786465,0.00022110148,0.0018157784,0.000013740273,0.0003553036,0.000119335265],"study_design_scores_gemma":[0.5666286,0.0045183348,0.42530844,0.00003080836,0.0007371,0.00008423099,0.00008150606,3.0711539e-7,0.002476982,0.000038822756,0.000009171113,0.0000857324],"about_ca_topic_score_codex":0.00030869865,"about_ca_topic_score_gemma":0.00004034709,"teacher_disagreement_score":0.067634985,"about_ca_system_score_codex":0.000015353191,"about_ca_system_score_gemma":0.00019838239,"threshold_uncertainty_score":0.19460376},"labels":[],"label_agreement":null},{"id":"W1991736613","doi":"10.1097/mlr.0b013e318178eabd","title":"Interventions to Reduce Unnecessary Antibiotic Prescribing","year":2008,"lang":"en","type":"review","venue":"Medical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":232,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Psychological intervention; Medical prescription; MEDLINE; Interquartile range; Randomized controlled trial; Intensive care medicine; Ambulatory; Ambulatory care; Antibiotics; Emergency medicine; Internal medicine; Health care; Nursing","score_opus":0.0508864005617425,"score_gpt":0.35171320140448314,"score_spread":0.30082680084274066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991736613","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037378442,0.99428743,0.00007544264,0.00011294869,0.0019740188,0.0005376979,0.000100226986,0.00010880345,0.0027660397],"genre_scores_gemma":[0.0005536862,0.9935683,0.000037593127,0.00013706587,0.00018550795,0.000010496255,0.00065181433,0.000049001515,0.004806528],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977931,0.0003364769,0.0006919587,0.00057464436,0.00012961957,0.00047423062],"domain_scores_gemma":[0.998965,0.00016118096,0.00016951925,0.0005010905,0.00007535058,0.00012784051],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012172478,0.0003795271,0.0013605884,0.00019339715,0.00024212433,0.0000130301605,0.0007360657,0.0010882348,0.0012430679],"category_scores_gemma":[0.00043118207,0.0002776388,0.0008658722,0.00031225893,0.00026106386,0.000030458417,0.00032033658,0.0009884873,0.0026273718],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006878587,0.00008929954,0.000007963582,0.037198663,0.00018707858,0.00021198372,0.00033326406,4.8874686e-8,0.0000030555193,0.00007277155,0.053289104,0.9085999],"study_design_scores_gemma":[0.00023156384,0.000081609156,0.000011743729,0.07401024,0.00033012396,0.000375648,0.00020170532,1.4913654e-8,0.00002821235,0.0000011629529,0.9244323,0.00029570403],"about_ca_topic_score_codex":0.000041269897,"about_ca_topic_score_gemma":0.000050974493,"teacher_disagreement_score":0.9083042,"about_ca_system_score_codex":0.000098591525,"about_ca_system_score_gemma":0.00049128314,"threshold_uncertainty_score":0.9999676},"labels":[],"label_agreement":null},{"id":"W1992787949","doi":"10.2478/v10046-009-0044-3","title":"Antibiotic Consumption in the Latvian Teaching Hospital 2000-2008","year":2009,"lang":"en","type":"article","venue":"Proceedings of the Latvian Academy of Sciences Section B Natural Exact and Applied Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Penicillin; Medicine; Defined daily dose; Antibiotic resistance; Quarter (Canadian coin); Consumption (sociology); Internal medicine; Pediatrics; Biology; Microbiology; Geography","score_opus":0.013417081168839665,"score_gpt":0.2558861458351187,"score_spread":0.24246906466627904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992787949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893828,0.0013000626,0.0000010591482,0.0030681074,0.00021241244,0.0002623469,0.0000015825282,0.000018053954,0.0057535474],"genre_scores_gemma":[0.9991778,0.00013363682,0.00013365668,0.00032033448,0.00004524767,6.5664705e-7,2.3752395e-7,0.000002131982,0.0001862971],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988146,0.000026198606,0.00030519115,0.00034362767,0.0001938278,0.00031658303],"domain_scores_gemma":[0.99950975,0.000088870045,0.0003360983,0.0000324352,0.00001771359,0.000015151591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014346112,0.00014465558,0.00021800284,0.0001705022,0.000899404,0.000061209226,0.0007530978,0.0001630188,0.000007382004],"category_scores_gemma":[0.0000529537,0.00007459278,0.000060587863,0.0006424184,0.0024681601,0.00036149312,0.000058566726,0.00059028686,0.0000029026487],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005785898,0.00013616985,0.0692741,0.00006992428,0.000016501022,7.161553e-8,0.0038201998,0.000016152946,0.8503023,0.06934325,0.0006638666,0.006299639],"study_design_scores_gemma":[0.0005966032,0.00037490425,0.77121973,0.00030821734,0.00003324894,0.00005041985,0.005622219,0.00009633046,0.21456866,0.0064090355,0.00043531824,0.0002852931],"about_ca_topic_score_codex":0.000019749348,"about_ca_topic_score_gemma":0.0000028297268,"teacher_disagreement_score":0.70194566,"about_ca_system_score_codex":0.000016596843,"about_ca_system_score_gemma":0.000023802337,"threshold_uncertainty_score":0.9094039},"labels":[],"label_agreement":null},{"id":"W1994482489","doi":"10.1016/s1369-5274(00)00240-x","title":"Editorial overview: Antimicrobials in the 21st century","year":2001,"lang":"en","type":"editorial","venue":"Current Opinion in Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Antimicrobial; Microbiology; Computational biology","score_opus":0.02285273997686758,"score_gpt":0.3122895629225637,"score_spread":0.2894368229456961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994482489","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020300514,0.13384499,0.0000030924434,0.00017527989,0.863801,0.0007171649,0.000934233,0.000042191943,0.00027905658],"genre_scores_gemma":[0.00021528847,0.1937189,0.0000057646216,0.0000481431,0.796643,0.00003582647,0.0090689575,0.000050174676,0.00021392397],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99456125,0.0016619908,0.0013208892,0.0011516813,0.000101424295,0.0012027315],"domain_scores_gemma":[0.9970708,0.0012930211,0.0005897975,0.00084846874,0.00017147444,0.000026422325],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013899744,0.0007646082,0.0012818428,0.0004989415,0.00018331746,0.000049482245,0.0016305802,0.0036056205,0.0003450007],"category_scores_gemma":[0.00050194125,0.0005628529,0.00032641046,0.00056751136,0.0006358978,0.000088053355,0.00032547186,0.003939825,0.0009855161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020071123,0.00053416204,0.00017228053,0.0004574023,0.00006305061,0.000003330909,0.00035368046,0.0000015885438,0.0091021685,0.00019061983,0.98782283,0.0010981697],"study_design_scores_gemma":[0.0025681003,0.00012237822,0.000060038987,0.0015861938,0.000032108335,0.0000321869,0.00026938325,7.078224e-8,0.00012894298,0.000049118196,0.99454194,0.00060951104],"about_ca_topic_score_codex":0.0002078825,"about_ca_topic_score_gemma":0.00016161252,"teacher_disagreement_score":0.06715797,"about_ca_system_score_codex":0.00023465112,"about_ca_system_score_gemma":0.00051628164,"threshold_uncertainty_score":0.99979234},"labels":[],"label_agreement":null},{"id":"W1995701070","doi":"10.1016/j.ijantimicag.2007.06.017","title":"Short antibiotic treatment courses or how short is short?","year":2007,"lang":"en","type":"review","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Centre for Infectious Diseases","funders":"","keywords":"Medicine; Antibiotics; Pneumonia; Typhoid fever; Antibiotic resistance; Intensive care medicine; Meningitis; Antibiotic therapy; Meningococcal meningitis; Internal medicine; Pediatrics; Neisseria meningitidis; Virology; Microbiology; Bacteria; Biology","score_opus":0.09421523063376788,"score_gpt":0.38185384041194226,"score_spread":0.28763860977817435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995701070","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038303572,0.98259246,0.00022330593,0.000374459,0.011177156,0.00055986457,0.0006081592,0.000034940942,0.0005992691],"genre_scores_gemma":[0.020830514,0.96851164,0.00015817351,0.00029081674,0.0008639208,8.196584e-7,0.00030331052,0.000078731435,0.008962064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970944,0.00017481977,0.0014011291,0.00049454585,0.0002727681,0.00056236127],"domain_scores_gemma":[0.99823725,0.00016889667,0.0006188608,0.00032890457,0.0005533599,0.000092744056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003462974,0.00073438627,0.0020891782,0.00071189314,0.0001456953,0.00013999695,0.0013234746,0.00082504674,0.0005068006],"category_scores_gemma":[0.000050375733,0.00047034596,0.0014701061,0.00020987715,0.0003140235,0.00021071408,0.00016277292,0.00070264476,0.00025415438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039786147,0.001069163,0.000429223,0.00083376095,0.009097878,0.0024535235,0.00012268961,9.610683e-7,0.0007966382,0.000014968859,0.076522194,0.9082611],"study_design_scores_gemma":[0.0005280034,0.00031407698,0.00012193593,0.010454306,0.0016978213,0.0048580715,0.000043865963,2.5008546e-7,0.0036093136,0.0000010524432,0.97789395,0.00047735908],"about_ca_topic_score_codex":0.000015775984,"about_ca_topic_score_gemma":0.000023479148,"teacher_disagreement_score":0.9077838,"about_ca_system_score_codex":0.00048122148,"about_ca_system_score_gemma":0.00059793406,"threshold_uncertainty_score":0.9997748},"labels":[],"label_agreement":null},{"id":"W1997393133","doi":"10.1016/j.jpeds.2004.09.020","title":"Antibiotic prescribing for upper respiratory tract infection: The importance of diagnostic uncertainty","year":2005,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; Mount Sinai Hospital; University of Toronto; Population Health Research Institute","funders":"","keywords":"Medicine; Antibiotics; Respiratory tract infections; Intensive care medicine; Respiratory tract; Respiratory system; Internal medicine; Microbiology","score_opus":0.01788365557419784,"score_gpt":0.25993540485676714,"score_spread":0.24205174928256928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997393133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96963847,0.027535506,0.0008460548,0.0009613857,0.000685306,0.00019988681,0.000013065536,0.0000069810185,0.00011334296],"genre_scores_gemma":[0.9956636,0.0031513146,0.000068392794,0.00030293467,0.0006336813,3.936168e-7,0.0000012316711,0.000010702707,0.00016777692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989469,0.0001810866,0.00052840554,0.00007390197,0.000067829926,0.00020189349],"domain_scores_gemma":[0.9965134,0.0023687766,0.000684301,0.00021178188,0.00020533435,0.000016392523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012908392,0.00010711781,0.00022234459,0.00006910017,0.00021256777,0.000007479038,0.00028294505,0.000119639255,0.000035591187],"category_scores_gemma":[0.0011184809,0.000053666045,0.0001661956,0.00015865066,0.00018405051,0.00009520519,0.000028966499,0.00035129776,0.000011702529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000834779,0.00080474437,0.8859438,0.0004454582,0.00023044755,0.000009366116,0.0021204983,0.0043612844,0.028515382,0.0016196326,0.06852224,0.0065924055],"study_design_scores_gemma":[0.0066054696,0.002657146,0.8036439,0.0003726119,0.003403173,0.00071531226,0.0018636693,0.000040499897,0.048077773,0.0013475032,0.13056363,0.0007092999],"about_ca_topic_score_codex":0.000012240702,"about_ca_topic_score_gemma":0.00003352158,"teacher_disagreement_score":0.082299866,"about_ca_system_score_codex":0.00003312628,"about_ca_system_score_gemma":0.00015192396,"threshold_uncertainty_score":0.21884377},"labels":[],"label_agreement":null},{"id":"W1998043752","doi":"10.1001/archinternmed.2012.3717","title":"Geographic Variation in Outpatient Antibiotic Prescribing Among Older Adults","year":2012,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; U.S. Public Health Service; National Institute of Mental Health; Agency for Healthcare Research and Quality","keywords":"Medicine; Demographics; Percentile; Demography; Quarter (Canadian coin); Population; Antibiotics; Regional variation; Geographic variation; Referral; Pediatrics; Environmental health; Geography; Family medicine","score_opus":0.006101272381887908,"score_gpt":0.21895255200913846,"score_spread":0.21285127962725056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998043752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910278,0.004136918,0.001148635,0.000090703434,0.00076900254,0.00016523444,0.0000030253025,0.000013859272,0.0026448315],"genre_scores_gemma":[0.9992435,0.00016576027,0.0001178439,0.00006809578,0.00006532245,0.0000010932013,0.000011098458,0.000008308823,0.00031895554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990692,0.000106486346,0.00036242756,0.0001472393,0.000043195978,0.0002714074],"domain_scores_gemma":[0.9994433,0.00019139369,0.0001675936,0.00015335207,0.000016373651,0.000028005017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015946389,0.0001115052,0.00024147899,0.00023703586,0.00003118059,0.0000012289673,0.00015365474,0.00007181015,0.000112292466],"category_scores_gemma":[0.00012402634,0.000079219986,0.000052035382,0.000079843376,0.00039831296,0.000077241544,0.00005367372,0.00021850184,0.000015216026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002251872,0.0002540917,0.89062,0.000111696805,0.000086355816,0.0000030496228,0.012437109,0.0000011190184,0.09269793,0.00034043536,0.00004348664,0.0031795164],"study_design_scores_gemma":[0.0015342326,0.00023200613,0.972529,0.0031303742,0.000026628657,0.000009227622,0.00072849536,0.000016546695,0.021585308,0.000054406664,0.00008104414,0.00007271615],"about_ca_topic_score_codex":0.0012297273,"about_ca_topic_score_gemma":0.00007495811,"teacher_disagreement_score":0.081909,"about_ca_system_score_codex":0.0000065564745,"about_ca_system_score_gemma":0.000006606841,"threshold_uncertainty_score":0.32304972},"labels":[],"label_agreement":null},{"id":"W1998783731","doi":"10.1002/ebch.27","title":"Summary of ‘Interventions to improve antibiotic prescribing practices in ambulatory care’","year":2006,"lang":"en","type":"article","venue":"Evidence-Based Child Health A Cochrane Review Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Cochrane collaboration; Systematic review; Ambulatory; Alternative medicine; Family medicine; Intensive care medicine; Nursing; MEDLINE; Cochrane Library; Surgery; Pathology; Political science; Law","score_opus":0.04001654179968378,"score_gpt":0.36025969661567975,"score_spread":0.32024315481599597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998783731","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021760685,0.9634616,0.00042036944,0.012434641,0.0006401761,0.00096850056,0.000021067186,0.000023319923,0.000269633],"genre_scores_gemma":[0.66432196,0.3312546,0.0006719393,0.0033357893,0.00016980866,0.0000062979107,0.00002444284,0.000024198176,0.00019095084],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99636763,0.0008753067,0.0016327902,0.0003771453,0.00015972917,0.0005873972],"domain_scores_gemma":[0.9969294,0.00038491248,0.0019116229,0.00041942595,0.00025490287,0.00009975073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023041836,0.00024787508,0.00093293894,0.00025806355,0.00034843685,0.000023263256,0.0003832536,0.00013389987,0.00015724628],"category_scores_gemma":[0.0007930739,0.00020290197,0.0005170317,0.00043887206,0.00012591548,0.00028487097,0.000052612617,0.00085058727,0.000059978967],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020133674,0.00424874,0.11380458,0.5476232,0.0006402783,0.000328629,0.0016473704,0.00091008586,0.053295847,0.0012779047,0.15986556,0.114344425],"study_design_scores_gemma":[0.0025244777,0.0016306542,0.05839997,0.9018235,0.0003491049,0.00040943426,0.00036108802,0.0000070776787,0.00763666,0.000027269905,0.026267663,0.00056306337],"about_ca_topic_score_codex":0.00074138737,"about_ca_topic_score_gemma":0.00059262465,"teacher_disagreement_score":0.64256126,"about_ca_system_score_codex":0.00021371854,"about_ca_system_score_gemma":0.00086172903,"threshold_uncertainty_score":0.8274102},"labels":[],"label_agreement":null},{"id":"W1999707608","doi":"10.3138/jvme.0511-049r1","title":"Survey of Instructors Teaching about Antimicrobial Resistance in the Veterinary Professional Curriculum in the United States","year":2012,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Medicine; Veterinary medicine; Veterinary public health; Teaching method; Public health; Psychology; Nursing; Pedagogy","score_opus":0.03705126565129316,"score_gpt":0.3535965677619323,"score_spread":0.31654530211063914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999707608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933777,0.0029144117,0.000012724567,0.0014532894,0.002036529,0.00011669676,0.000005876149,0.0000021349324,0.000080630365],"genre_scores_gemma":[0.99870324,0.00035675924,0.00009249662,0.0006060627,0.00011404796,0.0000022281242,0.00006894387,0.000006103723,0.00005010535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99653965,0.0023536573,0.00062410196,0.00008435113,0.00016403168,0.00023417779],"domain_scores_gemma":[0.99881524,0.00049971824,0.00041043456,0.00015173726,0.00009328821,0.000029598383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038712248,0.00010908589,0.00022721862,0.00019454143,0.00010260454,0.00000775823,0.00048793838,0.00016217507,0.00006682213],"category_scores_gemma":[0.0008806835,0.000057580066,0.00005365276,0.00031004328,0.00023392704,0.00016460191,0.00004106269,0.00089056196,0.0000033764604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00279321,0.011942858,0.8176525,0.0007724704,0.00017752478,0.00014052508,0.06589928,0.000007276268,0.028192192,0.0015551458,0.061031632,0.009835361],"study_design_scores_gemma":[0.00064037443,0.0003238383,0.97624177,0.0010909474,0.000012799669,0.0005827363,0.0055367714,0.000002701265,0.00006593299,0.00003488529,0.015384525,0.00008271667],"about_ca_topic_score_codex":0.00043813547,"about_ca_topic_score_gemma":0.00008580086,"teacher_disagreement_score":0.15858924,"about_ca_system_score_codex":0.00004226431,"about_ca_system_score_gemma":0.00040801766,"threshold_uncertainty_score":0.3869098},"labels":[],"label_agreement":null},{"id":"W2002525087","doi":"10.4212/cjhp.v67i4.1375","title":"Antibiotic Stewardship without an Antibiotic Stewardship Program?","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Providence Health Care; St. Paul's Hospital","funders":"","keywords":"Antimicrobial stewardship; Medicine; Stewardship (theology); Health care; Antibiotics; Antibiotic Stewardship; Accreditation; Pharmacist; Family medicine; Nursing; Antibiotic resistance; Intensive care medicine; Pharmacy; Business; Medical education; Political science","score_opus":0.01703416725671898,"score_gpt":0.2749564234332032,"score_spread":0.25792225617648423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002525087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881993,0.003382578,0.000040011128,0.002525577,0.0029471652,0.000399951,0.000020200723,0.00004209954,0.002443104],"genre_scores_gemma":[0.99800265,0.00006521085,0.00015433908,0.0004837518,0.00039327217,4.986643e-7,0.000013168113,0.000046147565,0.00084093766],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777764,0.0004862325,0.0005544914,0.00026301452,0.000120689154,0.0007979221],"domain_scores_gemma":[0.9983828,0.000090055524,0.0004453869,0.0004370583,0.0002791091,0.00036561207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010762437,0.00030501405,0.00048407816,0.00020866073,0.0006590674,0.00015183855,0.0009934555,0.0001505026,0.00020751108],"category_scores_gemma":[0.00016464917,0.00020115727,0.00022273602,0.00023727771,0.0008143527,0.0003177123,0.000031404325,0.0008418358,0.0002685391],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010612187,0.0024247838,0.67560655,0.0005305687,0.0034134944,0.0009306688,0.011169104,0.00015812626,0.052481912,0.009957062,0.041379895,0.20088665],"study_design_scores_gemma":[0.017804056,0.015545979,0.33978817,0.0018319723,0.0021548136,0.0031018117,0.0044052484,0.00022823353,0.18650907,0.0026631483,0.42267343,0.0032940377],"about_ca_topic_score_codex":0.0046984027,"about_ca_topic_score_gemma":0.010350535,"teacher_disagreement_score":0.38129357,"about_ca_system_score_codex":0.00011043085,"about_ca_system_score_gemma":0.0009144012,"threshold_uncertainty_score":0.8202955},"labels":[],"label_agreement":null},{"id":"W2003457438","doi":"10.1136/ip.9.3.284-a","title":"New trends in suicide in Japan","year":2003,"lang":"en","type":"letter","venue":"Injury Prevention","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Poison control; Suicide prevention; Human factors and ergonomics; Injury prevention; Occupational safety and health; Forensic engineering; Engineering; Medical emergency; Medicine","score_opus":0.015422199829093689,"score_gpt":0.2812005436695845,"score_spread":0.2657783438404908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003457438","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37164977,0.03326118,0.0009865229,0.5149697,0.014813367,0.0020489914,0.00022662968,0.0003800181,0.0616638],"genre_scores_gemma":[0.062027335,0.0003967242,0.00025451722,0.106638774,0.0005601565,0.000017487297,0.0023665065,0.000084330706,0.8276542],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841595,0.00032174544,0.0004348649,0.0003896862,0.00003838283,0.00039937068],"domain_scores_gemma":[0.9994986,0.000029389515,0.0001607394,0.00029136936,0.000010957242,0.000008965272],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001890852,0.0002313309,0.00038581868,0.00056235876,0.000029668281,0.00001020798,0.00019290626,0.0013967082,0.0023118772],"category_scores_gemma":[0.000014058202,0.00022407585,0.00014691718,0.00030974697,0.00004817891,0.000068640715,0.00002959457,0.0014400466,0.0004684824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043795644,0.000049065,0.0023158311,0.00003575325,0.000041000374,0.000039243947,0.000052647472,3.177686e-7,0.0025298372,0.00004379748,0.95652276,0.03832594],"study_design_scores_gemma":[0.000999315,0.00014494912,0.016535178,0.0005151442,0.000042669508,0.000020501555,0.00002698514,1.4318965e-7,0.0029449102,0.001057326,0.9773593,0.00035356174],"about_ca_topic_score_codex":0.0005970842,"about_ca_topic_score_gemma":0.0010340825,"teacher_disagreement_score":0.7659904,"about_ca_system_score_codex":0.00009507655,"about_ca_system_score_gemma":0.00008387944,"threshold_uncertainty_score":0.9998997},"labels":[],"label_agreement":null},{"id":"W2004106762","doi":"10.1093/jac/dkl275","title":"Antibiotic use among children in British Columbia, Canada","year":2006,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"British Columbia Medical Services Foundation","keywords":"Azithromycin; Medicine; Medical prescription; Clarithromycin; Antibiotics; Pediatrics; Population; Amoxicillin; Internal medicine; Environmental health; Biology; Pharmacology","score_opus":0.003019201284715456,"score_gpt":0.17338602347154622,"score_spread":0.17036682218683077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004106762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99816203,0.0007009884,0.000022982718,0.00028023796,0.0005624496,0.00012971398,0.000030372235,0.00000980372,0.000101439844],"genre_scores_gemma":[0.9950401,0.0003629702,0.00015690851,0.00073436287,0.000112135334,7.07726e-8,0.0000195843,0.000025840554,0.0035479856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871325,0.000076653494,0.0006108719,0.00017716901,0.000062156985,0.0003599059],"domain_scores_gemma":[0.99929214,0.000046447596,0.00039529856,0.00013812995,0.000103924576,0.000024089955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016374906,0.00012623557,0.00044037617,0.00006739114,0.00010433925,0.00012516648,0.00025186673,0.00019814838,0.00020093149],"category_scores_gemma":[0.000017893884,0.0001653136,0.0001322184,0.00018499781,0.00018094952,0.00018899322,0.00001745417,0.0003774437,0.000005515632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045014436,0.00020682976,0.7617235,0.000010483576,0.0000940398,0.00012730478,0.000016730377,0.00001575772,0.11425642,0.0000016646385,0.12300322,0.0004990102],"study_design_scores_gemma":[0.0024823607,0.000054929926,0.95247906,0.00027799033,0.0000196819,0.0007525077,0.000021773945,4.2233555e-7,0.03920336,0.000008937127,0.004498988,0.00019999324],"about_ca_topic_score_codex":0.905152,"about_ca_topic_score_gemma":0.9768441,"teacher_disagreement_score":0.19075553,"about_ca_system_score_codex":0.000113975824,"about_ca_system_score_gemma":0.00036128942,"threshold_uncertainty_score":0.6741293},"labels":[],"label_agreement":null},{"id":"W2004436731","doi":"10.1016/j.amjmed.2007.02.028","title":"Impact of a Fluoroquinolone Restriction Policy in an Elderly Population","year":2007,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Health Sciences Centre; Women's College Hospital; Queen's University; University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; Kingston General Hospital; Toronto Western Hospital","funders":"","keywords":"Medicine; Intensive care medicine","score_opus":0.011975791570798212,"score_gpt":0.33013286915833484,"score_spread":0.31815707758753664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004436731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99719465,0.001143676,0.00044378886,0.0009924831,0.00011762126,0.000041487674,9.306185e-7,0.000003470429,0.000061888524],"genre_scores_gemma":[0.9992709,0.0003901749,0.000058420785,0.00006846795,0.0001759487,5.3650282e-8,0.0000031753789,0.0000049497294,0.000027899127],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99915165,0.00015563067,0.00042871505,0.000053692118,0.000053741933,0.000156562],"domain_scores_gemma":[0.9989853,0.00011244139,0.00067707873,0.0001306597,0.00007220013,0.000022308193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077822054,0.000068081376,0.0003131248,0.00031392372,0.000035519843,9.519308e-7,0.00014526577,0.00003616935,0.00002683286],"category_scores_gemma":[0.00012914362,0.000034793804,0.00005536458,0.00044585267,0.00048626852,0.000052863536,0.000007630836,0.00022368996,0.0000019720017],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025547377,0.00015528781,0.20253742,0.000006207838,0.00013318105,0.000022119182,0.0016502677,0.00003351964,0.7023354,0.00019801514,0.00019511739,0.0901787],"study_design_scores_gemma":[0.0010078877,0.0060138437,0.98938996,0.00011729213,0.00003000035,0.00019381837,0.0011475356,7.647753e-7,0.0017694833,0.00025407723,0.00003999946,0.000035368135],"about_ca_topic_score_codex":0.0036562618,"about_ca_topic_score_gemma":0.0001063108,"teacher_disagreement_score":0.78685254,"about_ca_system_score_codex":0.00006276092,"about_ca_system_score_gemma":0.000055467226,"threshold_uncertainty_score":0.5527199},"labels":[],"label_agreement":null},{"id":"W2004481186","doi":"10.1179/joc.2009.21.5.527","title":"Prescription of Antibiotics in Intensive Care Units in Latin America: An Observational Study","year":2009,"lang":"en","type":"article","venue":"Journal of Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Observational study; Medical prescription; Antibiotics; Medicine; Intensive care medicine; Latin Americans; Intensive care; Antibacterial agent; Internal medicine; Pharmacology; Biology; Microbiology; Political science","score_opus":0.06077571461327468,"score_gpt":0.3142668172654434,"score_spread":0.25349110265216873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004481186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981577,0.0011895563,0.000048710674,0.00031496046,0.00010812718,0.00012013162,0.0000029489486,0.0000028213924,0.00005507048],"genre_scores_gemma":[0.9990281,0.00019907553,0.00018728715,0.00047489224,0.000023832255,2.4989427e-8,0.0000066859734,0.0000052843475,0.000074834614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992065,0.00010992468,0.00044197525,0.00008228201,0.0000494578,0.0001098822],"domain_scores_gemma":[0.999,0.000031921227,0.0003185148,0.000094561474,0.0005445014,0.000010469436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013112124,0.00008202056,0.00028852347,0.0001568179,0.000016513886,0.00000386162,0.00012646746,0.00009135932,0.000027115446],"category_scores_gemma":[0.00006408511,0.000065638225,0.000033902503,0.0002656644,0.000054570562,0.00010817796,0.0000048736806,0.00022811515,0.0000012445845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010405198,0.0007497213,0.4865851,0.000017672895,0.000074956566,0.000024853838,0.024829138,0.0001401528,0.47544459,0.00007645346,0.00033356133,0.01068327],"study_design_scores_gemma":[0.0027333887,0.001446924,0.928065,0.00017043512,0.0000092873925,0.00001120326,0.02113212,0.000007813982,0.045970064,0.00010688706,0.00027447176,0.000072384726],"about_ca_topic_score_codex":0.000030092928,"about_ca_topic_score_gemma":0.000057209545,"teacher_disagreement_score":0.4414799,"about_ca_system_score_codex":0.000035690413,"about_ca_system_score_gemma":0.00008256021,"threshold_uncertainty_score":0.2676649},"labels":[],"label_agreement":null},{"id":"W2008558415","doi":"10.1056/nejmp1311479","title":"Preserving Antibiotics, Rationally","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Global Health Research; University of Calgary","funders":"","keywords":"Antibiotics; Medicine; Public health; Intensive care medicine; Microbiology; Biology; Nursing","score_opus":0.010724548786178885,"score_gpt":0.23150635282460996,"score_spread":0.2207818040384311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008558415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9436809,0.015737964,0.004650865,0.024981944,0.0029722792,0.0001602174,0.0000014860395,0.00001830544,0.0077960473],"genre_scores_gemma":[0.98859674,0.00042640234,0.0005664078,0.00044273175,0.0012096004,2.4769133e-8,0.000004904797,0.000006741274,0.008746478],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927413,0.0000791855,0.0003625126,0.000071068185,0.0000663274,0.00014675586],"domain_scores_gemma":[0.9992585,0.00016777312,0.0002265171,0.0001027949,0.00019616225,0.000048214377],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034031042,0.0000841503,0.0002466093,0.000083392806,0.00006343158,0.0000065722043,0.00017719893,0.00007834468,0.003120632],"category_scores_gemma":[0.0002785277,0.00004907845,0.000040189403,0.00006339987,0.00013189102,0.000108391585,0.000019741878,0.00024322286,0.0001385143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020475505,0.000077933044,0.017702466,0.000040159317,0.0003100358,0.000045293513,0.001093956,0.000014701769,0.7029617,0.001095612,0.24474388,0.031709544],"study_design_scores_gemma":[0.07728535,0.0024805749,0.17292054,0.0016519618,0.00029971756,0.0028566201,0.0012166973,0.000016956501,0.11854975,0.008151007,0.6141694,0.0004013883],"about_ca_topic_score_codex":0.00012258088,"about_ca_topic_score_gemma":0.000018768707,"teacher_disagreement_score":0.5844119,"about_ca_system_score_codex":0.000009892312,"about_ca_system_score_gemma":0.00008294602,"threshold_uncertainty_score":0.99779063},"labels":[],"label_agreement":null},{"id":"W2009966372","doi":"10.1053/srin.2001.25620","title":"Introduction: Clinical relevance of antimicrobial resistance☆","year":2001,"lang":"en","type":"article","venue":"Seminars in Respiratory Infections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Medicine; Antimicrobial; Relevance (law); Antibiotic resistance; Intensive care medicine; Anti-Infective Agents; Microbiology; Antibiotics","score_opus":0.017617501755135094,"score_gpt":0.2976050445720056,"score_spread":0.2799875428168705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009966372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98224384,0.0056566414,0.00032124642,0.00065252825,0.00281062,0.00020051296,0.000014235779,0.00007448557,0.008025898],"genre_scores_gemma":[0.9865446,0.0026414953,0.00013088697,0.00028361633,0.00044622645,0.000008475993,0.000012886045,0.000020551035,0.00991128],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835324,0.00027441728,0.00069053826,0.00036221708,0.000037819085,0.00028175543],"domain_scores_gemma":[0.9990085,0.00022167018,0.00021054625,0.00043740272,0.00010063801,0.000021257509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005648597,0.0001440383,0.0003374492,0.00019096088,0.00015934597,0.000005694394,0.00015773575,0.00031590264,0.00048376757],"category_scores_gemma":[0.0004102088,0.0001414027,0.00013245255,0.0005600588,0.00059304025,0.00010431101,0.000045608667,0.00047516346,0.00023679566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048458247,0.0016776547,0.48417214,0.00013791294,0.00018539852,0.000061028553,0.00028714564,0.000084903804,0.21711232,0.0031681114,0.2836644,0.008964417],"study_design_scores_gemma":[0.00093544857,0.00016987859,0.034312904,0.00022214916,0.000027435204,0.00003130889,0.00011578018,3.8027017e-7,0.023514418,0.000106739564,0.94037753,0.00018603058],"about_ca_topic_score_codex":0.0000117492355,"about_ca_topic_score_gemma":0.00040392415,"teacher_disagreement_score":0.6567131,"about_ca_system_score_codex":0.000049391572,"about_ca_system_score_gemma":0.000086513086,"threshold_uncertainty_score":0.5766235},"labels":[],"label_agreement":null},{"id":"W2010025355","doi":"10.3810/pgm.2010.07.2192","title":"Antibiotic Prescribing and Antimicrobial Resistance","year":2010,"lang":"en","type":"letter","venue":"Postgraduate Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"","keywords":"Medicine; Antibiotic resistance; Antimicrobial; Antibiotics; Intensive care medicine; Microbiology","score_opus":0.015485097695883708,"score_gpt":0.23086600239485575,"score_spread":0.21538090469897203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010025355","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022380367,0.01696028,0.000038819937,0.95002013,0.0048774206,0.0005799883,0.0001360023,0.00021212047,0.004794855],"genre_scores_gemma":[0.13427044,0.004259496,0.0005046839,0.72689605,0.0038724889,0.0000048737775,0.0023342066,0.00024154113,0.12761621],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973416,0.00020460165,0.0006055172,0.0008951689,0.00011842832,0.0008347053],"domain_scores_gemma":[0.99844944,0.00026917658,0.000370056,0.0007292586,0.00013924742,0.000042831012],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00031872306,0.00062087935,0.0010431202,0.00026938858,0.0003790656,0.000027737124,0.00045481022,0.002655312,0.00025407504],"category_scores_gemma":[0.00022480836,0.0004638294,0.00011127312,0.0001784224,0.0019111467,0.0000700096,0.00014887731,0.005684266,0.00032514357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005684031,0.000019511708,0.00019537953,0.0006690747,0.0001799129,0.00035371754,0.00020515459,8.917873e-9,0.18368192,0.00006529694,0.8142579,0.00031524405],"study_design_scores_gemma":[0.0014872232,0.00012697733,0.0007289953,0.0023306585,0.00037951567,0.00035387775,0.000031337753,2.4287664e-7,0.03231407,0.00023737884,0.96142703,0.0005826685],"about_ca_topic_score_codex":0.0002768987,"about_ca_topic_score_gemma":0.00014473131,"teacher_disagreement_score":0.22312409,"about_ca_system_score_codex":0.000028610255,"about_ca_system_score_gemma":0.00008296093,"threshold_uncertainty_score":0.99978137},"labels":[],"label_agreement":null},{"id":"W2011052709","doi":"10.1136/bmj.c6700","title":"A quarter of patients in some European hospitals acquire infections","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medicine; Data science; World Wide Web; Computer science; History","score_opus":0.004390496444382804,"score_gpt":0.2302159853853661,"score_spread":0.2258254889409833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011052709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99198264,0.000077366065,0.0000056795557,0.00018897327,0.00068635965,0.00011762537,0.000010634523,0.000014449419,0.0069162594],"genre_scores_gemma":[0.9988653,0.000009012198,0.000017438191,0.000061837425,0.000029463556,0.0000013558281,0.000016115142,0.000005575099,0.0009938674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995592,0.000059430968,0.00016935021,0.00008983759,0.000011866092,0.000110286484],"domain_scores_gemma":[0.9997345,0.000020872256,0.00006463593,0.000149025,0.000024368306,0.0000065863096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106932974,0.00005171856,0.00009570847,0.00004797876,0.00003218947,0.0000021846924,0.000071933886,0.00007363945,0.00021715248],"category_scores_gemma":[0.00004075344,0.000041711868,0.000034813944,0.000051391344,0.00009453172,0.000048288726,0.000024586769,0.00012562185,0.00035343002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028517674,0.00045085812,0.8671117,0.000021542346,0.000043160824,0.0000041487206,0.0006042551,3.3761867e-7,0.10918789,0.0016723496,0.019521419,0.001353849],"study_design_scores_gemma":[0.0006014835,0.00010364166,0.98313,0.000025230085,0.000005967294,0.0000018147526,0.000058459264,2.3527039e-7,0.0071841106,0.00009440403,0.00872577,0.00006890697],"about_ca_topic_score_codex":0.000038265716,"about_ca_topic_score_gemma":0.00011327983,"teacher_disagreement_score":0.11601831,"about_ca_system_score_codex":0.0000028506865,"about_ca_system_score_gemma":0.000011394831,"threshold_uncertainty_score":0.45427456},"labels":[],"label_agreement":null},{"id":"W2011638770","doi":"10.1186/1471-2334-14-393","title":"Antimicrobial co-resistance patterns of gram-negative bacilli isolated from bloodstream infections: a longitudinal epidemiological study from 2002–2011","year":2014,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Ciprofloxacin; Antibiotic resistance; Ceftazidime; Piperacillin; Microbiology; Antimicrobial; Tazobactam; Medicine; Drug resistance; Amikacin; Biology; Imipenem; Antibiotics; Pseudomonas aeruginosa; Bacteria","score_opus":0.015523055247837874,"score_gpt":0.2580122813351516,"score_spread":0.24248922608731371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011638770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879307,0.0013598534,0.006810996,0.000019321233,0.0006665546,0.0006181263,0.0019963642,0.0002491072,0.00034898293],"genre_scores_gemma":[0.99862975,0.00015510435,0.0000659053,0.0000915712,0.0001528436,0.00003074542,0.00041322692,0.000029858149,0.00043097793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680007,0.0011574612,0.0007148115,0.0007743626,0.00007719648,0.00047607897],"domain_scores_gemma":[0.996933,0.0017616876,0.00048398128,0.00057280797,0.00016784258,0.0000806932],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019137736,0.00044461363,0.00094101095,0.0001303548,0.00037567195,0.00002735086,0.00027122075,0.00034485126,0.0021633157],"category_scores_gemma":[0.00067657756,0.00035815124,0.00033804958,0.00016167859,0.0004332693,0.0001263409,0.000101625956,0.0003471201,0.000671087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042272426,0.0037118613,0.98753554,0.00004482542,0.000809386,0.000009984126,0.00019450966,0.000025936035,0.00471768,0.00007295187,0.0022951483,0.00015945999],"study_design_scores_gemma":[0.0040955576,0.000769256,0.98861635,0.00018384575,0.0006394829,0.0000070332626,0.0002947244,0.000014163651,0.0038899188,0.0005802669,0.0004568762,0.00045251375],"about_ca_topic_score_codex":0.0067052343,"about_ca_topic_score_gemma":0.007194589,"teacher_disagreement_score":0.010699074,"about_ca_system_score_codex":0.000051940355,"about_ca_system_score_gemma":0.00008168826,"threshold_uncertainty_score":0.9999092},"labels":[],"label_agreement":null},{"id":"W2012515085","doi":"10.1186/cc9636","title":"Sustainability of an antimicrobial stewardship program in a community hospital ICU at 3 months post implementation","year":2011,"lang":"en","type":"article","venue":"Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Sustainability; Intensive care medicine; Stewardship (theology); Emergency medicine; Nursing; Antibiotic resistance; Antibiotics; Microbiology","score_opus":0.016510256484428894,"score_gpt":0.3192505970676104,"score_spread":0.3027403405831815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012515085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982239,0.00031644318,0.000009634297,0.00014120669,0.0001605626,0.0004777269,0.00014408377,0.000042279695,0.00048418553],"genre_scores_gemma":[0.9994665,0.000002798333,0.00017326423,0.000045686204,0.000008000449,0.0000109126495,0.0002645924,0.000009628864,0.000018643117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876136,0.0004376721,0.00026889492,0.00017940997,0.000029020524,0.0003236582],"domain_scores_gemma":[0.99916214,0.000079318685,0.000037543487,0.00030760712,0.00038341555,0.000029962815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017293394,0.00011636253,0.00021403491,0.00004728047,0.00017391321,0.0000063365123,0.00019127355,0.00018655887,0.0002224237],"category_scores_gemma":[0.0001916425,0.000105697756,0.000069204725,0.000084862935,0.00063299394,0.00010480011,0.00012619709,0.00028545712,0.000011896617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024650213,0.010821107,0.6899373,0.0047190688,0.00014211285,0.00014998432,0.14929414,6.901296e-7,0.09009846,0.011346212,0.00060363574,0.040422294],"study_design_scores_gemma":[0.0015292853,0.00312277,0.67665756,0.000070632326,0.0000634331,0.000010074953,0.14125063,5.845801e-7,0.17626801,0.00054462795,0.00020728471,0.00027514293],"about_ca_topic_score_codex":0.0026246768,"about_ca_topic_score_gemma":0.0035968346,"teacher_disagreement_score":0.08616954,"about_ca_system_score_codex":0.00011926059,"about_ca_system_score_gemma":0.000085863525,"threshold_uncertainty_score":0.43102294},"labels":[],"label_agreement":null},{"id":"W2014476529","doi":"10.1016/s1473-3099(13)70315-3","title":"Global collaboration to encourage prudent antibiotic use","year":2013,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Antibiotic resistance; Action plan; Public relations; Psychological intervention; Resistance (ecology); Medicine; Antibiotics; Politics; Public health; Political science; Nursing; Management","score_opus":0.013060673803424109,"score_gpt":0.2544279940836427,"score_spread":0.2413673202802186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014476529","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37190562,0.010316378,0.00034518613,0.5916439,0.0094875,0.0035968649,0.004501733,0.001404574,0.0067981835],"genre_scores_gemma":[0.49229228,0.00056519033,0.000011068999,0.49131924,0.0030458341,0.000036400248,0.0009819353,0.00005178075,0.011696255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813837,0.00037033114,0.00029130754,0.00046322212,0.000101208585,0.00063555373],"domain_scores_gemma":[0.99854004,0.00021355011,0.0002155648,0.00082457386,0.00016884766,0.00003740069],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007945568,0.00038539432,0.0006142586,0.00007059788,0.00035672396,0.00023243029,0.0004951678,0.0006099314,0.00039504524],"category_scores_gemma":[0.00018375361,0.0002514598,0.00015553401,0.00035707577,0.00023051232,0.00013988426,0.00014328095,0.0006032715,0.0032923543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039025734,0.00007941245,0.017823026,0.0001231728,0.00031931244,0.000054578522,0.00006753181,0.000022201973,0.000254535,0.00015955897,0.98077357,0.00028409652],"study_design_scores_gemma":[0.00063893705,0.00015752182,0.040999003,0.00024821833,0.0003754205,0.000060247,0.000048534675,0.000001037985,0.00018394174,0.0002949833,0.95653975,0.0004523884],"about_ca_topic_score_codex":0.00048076874,"about_ca_topic_score_gemma":0.0002688563,"teacher_disagreement_score":0.12038666,"about_ca_system_score_codex":0.00018122504,"about_ca_system_score_gemma":0.00015856512,"threshold_uncertainty_score":0.99999374},"labels":[],"label_agreement":null},{"id":"W2018500720","doi":"10.1503/cmaj.109-4917","title":"US tries to stem antimicrobial resistance","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Antibiotic resistance; Launched; Resistance (ecology); Public health; Medicine; Political science; Public administration; Business; Antibiotics; Microbiology; Biology; Engineering; Nursing","score_opus":0.004158678990582504,"score_gpt":0.19671939404187663,"score_spread":0.19256071505129413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018500720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89862597,0.0009848193,0.0010452822,0.075994454,0.0054899673,0.00017828902,0.00006126986,0.00005689516,0.017563041],"genre_scores_gemma":[0.95494217,0.00007477944,0.00008717057,0.017544858,0.0006243291,9.887844e-7,0.0000063924344,0.0000134329775,0.026705867],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985398,0.00027138423,0.00033289025,0.00015750095,0.0001735634,0.0005248323],"domain_scores_gemma":[0.9989913,0.00014319518,0.00014295537,0.000108253254,0.00020147985,0.00041282768],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011675846,0.000107856664,0.00022699714,0.00012762782,0.00045592146,0.000052623956,0.00027175073,0.0004584201,0.0017088057],"category_scores_gemma":[0.0007584412,0.0000939799,0.000077525656,0.0001653785,0.000059329974,0.000058135127,0.000015245297,0.0006331897,0.0016447199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038322774,0.000021780888,0.021341216,0.000012619228,0.00013383098,0.00006142039,0.00028775795,0.0000022355994,0.0014117623,0.0011937767,0.9669966,0.008498643],"study_design_scores_gemma":[0.00064922223,0.000031806823,0.013556269,0.000110948116,0.0000141109695,0.000094234274,0.00010314265,0.0000011522126,0.0011105005,0.000035775087,0.9841609,0.00013195036],"about_ca_topic_score_codex":0.00058918784,"about_ca_topic_score_gemma":0.047044527,"teacher_disagreement_score":0.0584496,"about_ca_system_score_codex":0.00033729483,"about_ca_system_score_gemma":0.0009525201,"threshold_uncertainty_score":0.99920374},"labels":[],"label_agreement":null},{"id":"W2018552936","doi":"10.1007/s11096-008-9215-6","title":"Patterns of drug use in the public sector primary health centers of Bhopal district","year":2008,"lang":"en","type":"article","venue":"Pharmacy World & Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Danish International Development Agency","keywords":"Medicine; Medical prescription; Essential drugs; Pharmacy; Drug; Family medicine; Public health; Health care; Quarter (Canadian coin); Promotion (chess); Environmental health; Medical emergency; Health services; Nursing; Pharmacology; Population; Geography; Economic growth","score_opus":0.04027365499281428,"score_gpt":0.2886426375453919,"score_spread":0.2483689825525776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018552936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99658775,0.0011588319,0.000051554733,0.0013806382,0.00032131065,0.00016262215,0.000045832465,0.000010253819,0.0002812238],"genre_scores_gemma":[0.997987,0.00054902525,0.000028746139,0.0008922757,0.0000109664015,0.0000015770179,0.0000105528925,0.000003811667,0.0005160944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988316,0.00016652184,0.00031097743,0.00021944393,0.00010989522,0.0003615075],"domain_scores_gemma":[0.9993475,0.00014402597,0.00019449314,0.00023712135,0.000048494327,0.000028347493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057534943,0.00009116832,0.00019509424,0.00020400256,0.00019478613,0.000009013704,0.00063098536,0.0000029720477,0.00008103195],"category_scores_gemma":[0.000037375576,0.000059827325,0.00005334711,0.0008369249,0.00077437994,0.00025001363,0.000086485736,0.000192197,0.000009894325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043300184,0.00024406775,0.94096303,0.000049764752,0.000009661936,0.0000071459567,0.0013050521,0.0000012002895,0.053816922,0.0003014664,0.0027044911,0.0005538714],"study_design_scores_gemma":[0.0008849343,0.000010817443,0.9448491,0.0000612995,0.0000050734707,0.000034294295,0.00016523324,0.0000052071578,0.04261937,0.000004471373,0.011269546,0.00009065178],"about_ca_topic_score_codex":0.0026932291,"about_ca_topic_score_gemma":0.0015582327,"teacher_disagreement_score":0.011197551,"about_ca_system_score_codex":0.000049842336,"about_ca_system_score_gemma":0.00031653256,"threshold_uncertainty_score":0.40713748},"labels":[],"label_agreement":null},{"id":"W2021676863","doi":"10.1016/s0924-8579(99)00144-2","title":"The impact of laboratory reporting practice on antibiotic utilisation","year":2000,"lang":"en","type":"review","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Infectious disease (medical specialty); Antibiotics; Medicine; Intensive care medicine; Clinical microbiology; Transmission (telecommunications); Medical emergency; Disease; Microbiology; Computer science; Biology; Internal medicine; Telecommunications","score_opus":0.04193367317769475,"score_gpt":0.3862842774337834,"score_spread":0.34435060425608865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021676863","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070851073,0.98712105,0.000010074564,0.0001691929,0.0040362165,0.0002624451,0.0001777146,0.000010160778,0.0011280148],"genre_scores_gemma":[0.022054957,0.9770186,0.000036556827,0.00006731636,0.0002656665,2.2374019e-7,0.00006170024,0.000028074126,0.00046691505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966126,0.0004383531,0.0023642317,0.00019269896,0.00017071317,0.00022140925],"domain_scores_gemma":[0.98991543,0.00052551215,0.0085245725,0.00023184654,0.00077792234,0.000024723337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010603156,0.00028299916,0.0009694755,0.00025962043,0.00013046988,0.00005698388,0.00078166113,0.00032247766,0.00014189047],"category_scores_gemma":[0.0011910299,0.00016025727,0.0009787205,0.00016645169,0.0001986075,0.00016824837,0.000059735474,0.00068943604,0.00013184304],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015213238,0.0013999663,0.00019604247,0.0012087963,0.013395979,0.00075104786,0.00031585482,0.000086202665,0.0024487316,0.00012890213,0.074067816,0.9044793],"study_design_scores_gemma":[0.0005159707,0.00023968985,0.00017440319,0.014237737,0.00057546614,0.0014018966,0.000037817153,4.6427638e-7,0.0009478544,0.0000046564646,0.9816749,0.00018910626],"about_ca_topic_score_codex":0.000040165425,"about_ca_topic_score_gemma":0.0000013248581,"teacher_disagreement_score":0.90760714,"about_ca_system_score_codex":0.00019682842,"about_ca_system_score_gemma":0.0007548945,"threshold_uncertainty_score":0.6535102},"labels":[],"label_agreement":null},{"id":"W2023916215","doi":"10.3396/ijic.v4i1.3031","title":"Factors affecting antibiotic decisions for upper respiratory tract infections I: A survey of family physicians","year":2008,"lang":"en","type":"article","venue":"International journal of infection control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Queen's University","funders":"","keywords":"Medicine; Antibiotics; Respiratory tract infections; Pharyngitis; Sinusitis; Bronchitis; Acute Pharyngitis; Psychological intervention; Internal medicine; Amoxicillin; Intensive care medicine; Family medicine; Surgery; Respiratory system; Nursing","score_opus":0.05147685859430902,"score_gpt":0.31271242219245904,"score_spread":0.26123556359815003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023916215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9588314,0.0005822984,0.036809135,0.000051783674,0.0033111928,0.00016178892,0.00010926159,0.000016418415,0.00012669544],"genre_scores_gemma":[0.99941736,0.00014814608,0.0000383055,0.00013363363,0.00014861017,8.0031623e-7,0.000015267005,0.000014511561,0.00008333727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987385,0.0002243255,0.0006335333,0.00013013073,0.000111247806,0.0001622302],"domain_scores_gemma":[0.9961077,0.0016781646,0.0007745106,0.000100031895,0.0013170893,0.000022530583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052317756,0.00014039739,0.00037795148,0.00037761618,0.00019325162,0.000012207664,0.00015966648,0.00015413547,0.000035298257],"category_scores_gemma":[0.0015336743,0.00011088099,0.00038111256,0.00015143662,0.0001466316,0.00020754554,0.000014351817,0.00026892606,0.000010370814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033538937,0.0009898862,0.8751054,0.000006059677,0.000943408,0.000005578326,0.00021628261,0.00038596767,0.118465945,0.00008469419,0.0015300425,0.0019313677],"study_design_scores_gemma":[0.0027418104,0.0006326743,0.9765801,0.00015587267,0.0000681171,0.000090324604,0.000072450785,0.000013505515,0.017915495,0.000023751832,0.001601152,0.00010476856],"about_ca_topic_score_codex":0.00028319223,"about_ca_topic_score_gemma":0.00012065621,"teacher_disagreement_score":0.101474695,"about_ca_system_score_codex":0.00007335997,"about_ca_system_score_gemma":0.0001674114,"threshold_uncertainty_score":0.45215955},"labels":[],"label_agreement":null},{"id":"W2024123016","doi":"10.1016/s1543-5946(04)90004-9","title":"Comparison of anti-infective drug use in elderly persons in Manitoba, Nova Scotia, and Saskatchewan, Canada: Relationship to drug insurance reimbursement policies","year":2004,"lang":"en","type":"article","venue":"˜The œAmerican journal of geriatric pharmacotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saskatchewan Health; University of Saskatchewan; Manitoba Health; University of Manitoba; Dalhousie University","funders":"","keywords":"Reimbursement; Nova scotia; Medicine; Medical prescription; Family medicine; Antimicrobial; Environmental health; Geography; Health care; Pharmacology; Economic growth","score_opus":0.017484611881220056,"score_gpt":0.2874923805243199,"score_spread":0.27000776864309983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024123016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935609,0.0044746217,0.00016186752,0.0011383155,0.00036061107,0.00025744992,0.00002580759,0.000004734528,0.000015704369],"genre_scores_gemma":[0.9989103,0.0003251276,0.00016680299,0.0004508621,0.000046308014,0.0000012443987,0.0000011824437,0.000016212427,0.00008196461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984343,0.0003230679,0.0006586787,0.00017198182,0.00010432926,0.00030764367],"domain_scores_gemma":[0.9987289,0.00029925752,0.00069186895,0.00013824104,0.00009251605,0.000049249127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040814164,0.00018469014,0.00059211365,0.00032924878,0.000086893226,0.000014491681,0.00023900166,0.000037226422,0.000013137111],"category_scores_gemma":[0.000016210699,0.00014142867,0.000072540395,0.0007520412,0.00026246734,0.00011115291,0.000021229433,0.0005008925,0.0000024342896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055900007,0.00028382032,0.91471773,0.000015550577,0.00015731956,0.000019300098,0.012318818,0.0010614465,0.066588454,0.000015128934,0.0011848129,0.0030786002],"study_design_scores_gemma":[0.0027684134,0.00029276274,0.95742124,0.00012620982,0.000038153026,0.00004254313,0.01993318,0.000001716143,0.01850101,0.00003029926,0.0006607758,0.00018371953],"about_ca_topic_score_codex":0.49667257,"about_ca_topic_score_gemma":0.7767915,"teacher_disagreement_score":0.2801189,"about_ca_system_score_codex":0.00025547546,"about_ca_system_score_gemma":0.0005765417,"threshold_uncertainty_score":0.57672936},"labels":[],"label_agreement":null},{"id":"W2024566355","doi":"10.12927/hcq.2013.21672","title":"Establishing an Antimicrobial Stewardship Program","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Accreditation; Government (linguistics); Infection control; Business; Best practice; Stewardship (theology); Control (management); Antibiotic Stewardship; Medicine; Antibiotics; Intensive care medicine; Antibiotic resistance; Political science; Medical education; Management; Microbiology","score_opus":0.013446276564382945,"score_gpt":0.2884954105797054,"score_spread":0.27504913401532244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024566355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924989,0.00031645838,0.000057958863,0.0023501515,0.0030963095,0.00045076507,0.000039218605,0.000430328,0.00075995125],"genre_scores_gemma":[0.9970955,0.000009653157,0.0011343815,0.00056509813,0.00027345304,0.000011888482,0.00015678181,0.000030078858,0.00072314206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837554,0.00019203498,0.00032318293,0.00043367804,0.00004700959,0.00062857335],"domain_scores_gemma":[0.99910146,0.0000565359,0.000113810376,0.0005192455,0.000119609766,0.00008936818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030093154,0.00019852968,0.000267775,0.00008761984,0.000361874,0.00008473192,0.0003293389,0.00046456224,0.00018727154],"category_scores_gemma":[0.000022127564,0.00017370807,0.000080122,0.00014665336,0.00020708426,0.0002887009,0.000014729349,0.00086810405,0.00043707588],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020030809,0.00080580375,0.008262325,0.0002732343,0.000065551474,0.00004526017,0.0052665994,1.1621802e-7,0.47089347,0.0071957763,0.006354676,0.5006369],"study_design_scores_gemma":[0.007534444,0.017633587,0.1717151,0.0007068201,0.00017721893,0.0015363933,0.014294675,0.000031608943,0.10180216,0.0021022097,0.67926264,0.0032031434],"about_ca_topic_score_codex":0.0010833321,"about_ca_topic_score_gemma":0.0049087,"teacher_disagreement_score":0.67290795,"about_ca_system_score_codex":0.00001662331,"about_ca_system_score_gemma":0.00020805368,"threshold_uncertainty_score":0.70836097},"labels":[],"label_agreement":null},{"id":"W2026768580","doi":"10.1002/ebch.28","title":"Commentary on ‘Interventions to improve antibiotic prescribing practices in ambulatory care’","year":2006,"lang":"en","type":"article","venue":"Evidence-Based Child Health A Cochrane Review Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Cochrane collaboration; Systematic review; Ambulatory; Intensive care medicine; Alternative medicine; Family medicine; Nursing; MEDLINE; Cochrane Library; Surgery; Pathology","score_opus":0.03987955534938143,"score_gpt":0.3654342972720179,"score_spread":0.3255547419226365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026768580","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015826194,0.8744997,0.0002637735,0.10702624,0.00092491484,0.0011780392,0.000022049562,0.000037231097,0.00022186714],"genre_scores_gemma":[0.6716309,0.25858325,0.00045555338,0.0686675,0.00042551383,0.000012655411,0.000051553772,0.000035311998,0.00013771196],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99629176,0.0010617708,0.0013189513,0.00045676832,0.00017118058,0.00069955655],"domain_scores_gemma":[0.9975263,0.0004380973,0.0013085556,0.00045528528,0.000144402,0.00012738736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020439557,0.00030042764,0.0008038876,0.0002507417,0.00065856735,0.00004611781,0.00039132027,0.00012598425,0.00021942107],"category_scores_gemma":[0.00047990715,0.00024334618,0.00047198377,0.000357152,0.00009884605,0.00026542507,0.0000497699,0.0011931382,0.00020149397],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015650754,0.003530199,0.034502942,0.13601828,0.00036650375,0.0003528541,0.00089591875,0.00083280983,0.0068449797,0.0005038414,0.7400086,0.074578024],"study_design_scores_gemma":[0.0035381878,0.0029520397,0.03673285,0.841265,0.00031507623,0.0004053573,0.00036769308,0.000009562629,0.0035060884,0.000025063158,0.11012935,0.0007537283],"about_ca_topic_score_codex":0.0007598349,"about_ca_topic_score_gemma":0.00066096254,"teacher_disagreement_score":0.70524675,"about_ca_system_score_codex":0.00041573003,"about_ca_system_score_gemma":0.00043723735,"threshold_uncertainty_score":0.9923369},"labels":[],"label_agreement":null},{"id":"W2026984465","doi":"10.4212/cjhp.v63i4.938","title":"Practice Spotlight: Pharmacists in an Antimicrobial Stewardship Program","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Antimicrobial stewardship; Antimicrobial; Stewardship (theology); Family medicine; Medicine; Political science; Microbiology; Antibiotic resistance; Antibiotics; Law; Biology","score_opus":0.013373530041308042,"score_gpt":0.30374921449274767,"score_spread":0.29037568445143963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026984465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98799425,0.0009806546,0.0000021021892,0.005425215,0.0041372995,0.00028985477,0.00001889679,0.00001498208,0.001136714],"genre_scores_gemma":[0.99850273,0.000063002044,0.0001869531,0.0006761748,0.00028478677,0.0000015711912,0.0000074023806,0.00002198989,0.00025540066],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868906,0.00020638258,0.00040576985,0.00015168772,0.000058628833,0.00048850174],"domain_scores_gemma":[0.9989671,0.00008417645,0.00030525393,0.00020927248,0.00025016867,0.00018403605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074715354,0.00016849018,0.00023048536,0.00017671022,0.00029829977,0.000094042305,0.0006731838,0.00010425177,0.00036446092],"category_scores_gemma":[0.00015783477,0.00011589563,0.00010438493,0.00020066426,0.00045396519,0.00051192695,0.000018969731,0.0013886928,0.00012725272],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002231878,0.0037450911,0.11392249,0.00012452068,0.0012168818,0.0073480695,0.021485398,0.000044704033,0.6575781,0.0029166932,0.08752928,0.101856865],"study_design_scores_gemma":[0.008999786,0.0016042648,0.025475446,0.00015629672,0.0003940826,0.0049037943,0.0012278544,0.00001586351,0.18396391,0.0003378948,0.7720248,0.0008960008],"about_ca_topic_score_codex":0.0028301135,"about_ca_topic_score_gemma":0.023239778,"teacher_disagreement_score":0.6844955,"about_ca_system_score_codex":0.000058002184,"about_ca_system_score_gemma":0.0010520233,"threshold_uncertainty_score":0.99458355},"labels":[],"label_agreement":null},{"id":"W2027427773","doi":"10.1086/660101","title":"Prevalence and Predictors of Antibiotic Use in Community-Based Elderly in Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Homewood Research Institute; St. Joseph’s Healthcare Hamilton; St Mary's Hospital Centre; University of Waterloo; McMaster University","funders":"","keywords":"Antibiotics; Medicine; Gerontology; Emergency medicine; Intensive care medicine","score_opus":0.019564592423980037,"score_gpt":0.22336029880114894,"score_spread":0.2037957063771689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027427773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99787074,0.001117565,0.000110980916,0.0001101497,0.00038907648,0.00021701673,0.0000161073,0.000011079866,0.000157276],"genre_scores_gemma":[0.9993629,0.0001802486,0.0000337493,0.0002998687,0.0000044636713,0.0000034237532,0.000009295002,0.0000053074864,0.000100779485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982478,0.0008316958,0.00045179468,0.00019480585,0.000013989688,0.00025992325],"domain_scores_gemma":[0.99857503,0.0010368729,0.00017576697,0.00015220794,0.000034000695,0.000026125272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006651212,0.00013513771,0.00047351708,0.000108840766,0.000072200746,0.0000018218262,0.000063203835,0.00023756867,0.00003765887],"category_scores_gemma":[0.00041602412,0.0001157389,0.000031094478,0.0000625595,0.00038781692,0.000082720915,0.000025415322,0.00051328045,0.0000011066599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014726067,0.0001579717,0.9981246,0.000088847955,0.000042548825,0.0000047578737,0.0003228159,0.000012676399,0.0004146618,0.00033259497,0.000082410486,0.00026884265],"study_design_scores_gemma":[0.0017156177,0.0007815876,0.9964386,0.00012928285,0.000025744721,0.00000799003,0.00003796243,0.000016849372,0.00021601713,0.00016365529,0.00035139776,0.00011525007],"about_ca_topic_score_codex":0.98396134,"about_ca_topic_score_gemma":0.99000335,"teacher_disagreement_score":0.00604202,"about_ca_system_score_codex":0.0000627535,"about_ca_system_score_gemma":0.00017568239,"threshold_uncertainty_score":0.47196952},"labels":[],"label_agreement":null},{"id":"W2027732582","doi":"10.4056/sigs.4187859","title":"The Hospital Microbiome Project: Meeting report for the 2nd Hospital Microbiome Project, Chicago, USA, January 15th, 2013","year":2013,"lang":"en","type":"article","venue":"Standards in Genomic Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Chicago; Alfred P. Sloan Foundation","keywords":"Microbiome; Human Microbiome Project; Medicine; Biology; Bioinformatics; Human microbiome","score_opus":0.011585066110585988,"score_gpt":0.28013085545061,"score_spread":0.26854578934002404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027732582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9680833,0.01655874,0.00018053189,0.0044285557,0.003879138,0.00351802,0.00036382885,0.00005161773,0.0029362624],"genre_scores_gemma":[0.9867873,0.0014159511,0.0011434559,0.00016155631,0.00021979526,0.00024526595,0.000048615948,0.00003511074,0.009942912],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698126,0.00016490655,0.0007565661,0.00084538164,0.00016987171,0.0010819962],"domain_scores_gemma":[0.9981067,0.00055787957,0.00045072314,0.00058536674,0.00027356585,0.000025766603],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0031244156,0.0003510686,0.00038924653,0.00019198746,0.0021561317,0.00030853658,0.0013747975,0.00024303167,0.00010765591],"category_scores_gemma":[0.00033599688,0.00018798652,0.00020469294,0.00052337954,0.00336506,0.0002507278,0.0003173695,0.00036801075,0.000103603525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020036925,0.0004054049,0.018120237,0.00012765593,0.0005036686,0.000046273926,0.010419073,0.000017329316,0.56386757,0.0008286593,0.3979436,0.00752017],"study_design_scores_gemma":[0.002747806,0.0016989781,0.033860672,0.00042642205,0.00013069641,0.0005049262,0.026106967,0.000070385664,0.037361342,0.0010879368,0.89452827,0.0014755676],"about_ca_topic_score_codex":0.0025390917,"about_ca_topic_score_gemma":0.001015832,"teacher_disagreement_score":0.52650625,"about_ca_system_score_codex":0.00019517868,"about_ca_system_score_gemma":0.0011378424,"threshold_uncertainty_score":0.9993472},"labels":[],"label_agreement":null},{"id":"W2030128246","doi":"10.1186/cc5237","title":"Comparison of bloodstream infections in intensive care unit patients, due to different Gram-negative bacteria","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Acinetobacter baumannii; Pseudomonas aeruginosa; Incidence (geometry); Klebsiella pneumoniae; Intensive care unit; Bloodstream infection; Intensive care medicine; Acinetobacter; Gram; Microbiology; Emergency medicine; Bacteria; Antibiotics; Biology","score_opus":0.021913195835515112,"score_gpt":0.3313385445055519,"score_spread":0.3094253486700368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030128246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726284,0.0008222481,0.00019603231,0.00008187286,0.00054867857,0.0002090438,0.00013035009,0.000021937472,0.00072697946],"genre_scores_gemma":[0.9996019,0.0000031209997,0.000048483016,0.00012502083,0.000015779822,0.0000035555067,0.0001560652,0.000009888063,0.00003620196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990675,0.000082200095,0.00030448235,0.00021067532,0.000034794495,0.00030035072],"domain_scores_gemma":[0.9985117,0.00032281736,0.000034109602,0.00016355686,0.00092214445,0.000045703597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027541257,0.00013873297,0.00035025476,0.000114829614,0.00008951828,0.0000060646926,0.00009786133,0.00019967706,0.00011566053],"category_scores_gemma":[0.00064993126,0.0001162194,0.00006543968,0.00015556334,0.00027321518,0.000027479748,0.00007497758,0.00026350145,0.00004908196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015273724,0.00042731556,0.9644788,0.0002444586,0.000041835967,0.000013429839,0.017750006,0.0000013162502,0.01221287,0.0018575905,0.00020302476,0.0026166367],"study_design_scores_gemma":[0.0008633186,0.00072182564,0.7148897,0.00023495911,0.000057089925,0.000003495643,0.119099945,2.0369718e-7,0.16332611,0.000052835316,0.000582044,0.00016848954],"about_ca_topic_score_codex":0.00017637727,"about_ca_topic_score_gemma":0.0019519796,"teacher_disagreement_score":0.24958909,"about_ca_system_score_codex":0.000057391986,"about_ca_system_score_gemma":0.0000234224,"threshold_uncertainty_score":0.473929},"labels":[],"label_agreement":null},{"id":"W2031277876","doi":"10.2147/prom.s70925","title":"The Ukrainian version of the pediatric Canadian acute respiratory illness and flu scale: a linguistic validation study","year":2014,"lang":"en","type":"article","venue":"Patient Related Outcome Measures","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cronbach's alpha; Interquartile range; Ukrainian; Scale (ratio); Reliability (semiconductor); Pediatrics; Physical therapy; Internal medicine; Clinical psychology; Psychometrics; Linguistics; Cartography","score_opus":0.009592256510608497,"score_gpt":0.22383884585854608,"score_spread":0.21424658934793758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031277876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958701,0.0014070584,0.0000023692915,0.00012598596,0.0013357885,0.00039092122,0.000013489021,0.000018117964,0.00083616015],"genre_scores_gemma":[0.9995841,0.00004021506,0.0000022569684,0.00006754379,0.000017460787,0.0000036704619,0.000004969519,0.00001050115,0.00026931602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998593,0.0005205639,0.00036566216,0.00019604177,0.000091638685,0.0002331445],"domain_scores_gemma":[0.9991183,0.00018471871,0.0001998709,0.00034180752,0.000119304874,0.000035944973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005666428,0.00012823174,0.00018235516,0.000087053115,0.000805811,0.000013596351,0.00020995075,0.0001589658,0.000012966143],"category_scores_gemma":[0.00035523248,0.000069278474,0.000060108847,0.00020594953,0.00017491425,0.000020646552,0.000056200697,0.0002610079,0.00003734142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064027125,0.00006715734,0.98908365,0.000021803051,0.00016476896,0.0000021724063,0.0062394813,0.000011187837,0.0012210043,0.00007686864,0.00018933133,0.002858532],"study_design_scores_gemma":[0.0023600205,0.00065286586,0.9396278,0.000090892085,0.0007956199,0.000013268241,0.0016378391,0.00001113544,0.0055107796,0.00008845064,0.0488359,0.00037541764],"about_ca_topic_score_codex":0.002696506,"about_ca_topic_score_gemma":0.0049014557,"teacher_disagreement_score":0.049455855,"about_ca_system_score_codex":0.000040601917,"about_ca_system_score_gemma":0.000079112986,"threshold_uncertainty_score":0.61977285},"labels":[],"label_agreement":null},{"id":"W2031401446","doi":"10.1503/cmaj.141344","title":"If nothing happens, is everything all right? Distinguishing genuine reassurance from a false sense of security","year":2014,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nothing; Computer science; Psychology; Medicine; Epistemology; Philosophy","score_opus":0.006120178150418035,"score_gpt":0.21135215392003243,"score_spread":0.20523197576961438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031401446","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045282386,0.0046945475,0.00022162653,0.9407954,0.0053636585,0.00020003892,0.0010061688,0.000047722086,0.002388418],"genre_scores_gemma":[0.20478447,0.0004254135,0.000119515884,0.78355235,0.008114865,0.0000013317249,0.00058985484,0.000063145744,0.0023490577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963104,0.00076093536,0.0010219566,0.00042272056,0.0005834688,0.00090051076],"domain_scores_gemma":[0.9966217,0.0008913871,0.0014164138,0.00029393382,0.00047496415,0.0003015629],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018190546,0.0003507406,0.00088763825,0.00019753037,0.00044136276,0.00009492128,0.00051575876,0.0034447338,0.003446159],"category_scores_gemma":[0.0029126634,0.00031425018,0.0003154547,0.0001237717,0.00014983486,0.00010726973,0.00004431974,0.0066283224,0.00030927573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010777012,0.000012582901,0.0020726535,0.00006238617,0.00074799045,0.0018429757,0.0024504222,4.3040882e-7,0.00015290876,0.000016305594,0.9919587,0.00067191594],"study_design_scores_gemma":[0.00071899866,0.000023827377,0.0006259132,0.0011560059,0.00016768002,0.00044495237,0.00012339393,0.000026345575,0.00015995608,0.00030263758,0.99590445,0.00034586233],"about_ca_topic_score_codex":0.026381075,"about_ca_topic_score_gemma":0.011448427,"teacher_disagreement_score":0.15950209,"about_ca_system_score_codex":0.0006874263,"about_ca_system_score_gemma":0.0016076942,"threshold_uncertainty_score":0.999931},"labels":[],"label_agreement":null},{"id":"W2031460031","doi":"10.1016/j.amjmed.2005.03.026","title":"Impact of a general practitioner educational intervention on osteoarthritis treatment in an elderly population","year":2005,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôtel-Dieu de Montréal; Cégep de Rimouski; McGill University Health Centre; Merck Canada Inc. (Canada); Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Université de Montréal","keywords":"Medicine; Medical prescription; Psychological intervention; Intervention (counseling); Population; Family medicine; Physical therapy; Nursing; Environmental health","score_opus":0.010848825625586804,"score_gpt":0.32801168268716296,"score_spread":0.31716285706157615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031460031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943987,0.0009155838,0.000038688057,0.0043928763,0.000121953926,0.00005791017,0.0000032245157,0.0000015049171,0.00006951968],"genre_scores_gemma":[0.99913055,0.00019171444,0.00009532485,0.00007935839,0.00023612948,7.5217446e-7,0.000020756506,0.0000040682485,0.00024136396],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992846,0.00021809358,0.0003180401,0.00005438441,0.000043795455,0.00008106273],"domain_scores_gemma":[0.999203,0.000095655916,0.00053563446,0.00009028292,0.000059978647,0.0000154056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021488445,0.000064975546,0.00022343095,0.0001179818,0.000032160064,0.0000015989973,0.00006964264,0.000019704336,0.0002928045],"category_scores_gemma":[0.00004148607,0.000033094642,0.000076616045,0.00009489768,0.00022137113,0.000073520445,0.000003016195,0.00010341155,0.00000678062],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040163235,0.0019321102,0.09856569,0.000008465629,0.0003640476,0.000008942264,0.0031518214,0.00066074723,0.17597957,0.00046292073,0.0008908069,0.71395856],"study_design_scores_gemma":[0.003315449,0.024350759,0.96861815,0.0003186172,0.00005825713,0.00025654578,0.0006984206,0.0000044227013,0.0018913745,0.00019543637,0.00024027358,0.000052295993],"about_ca_topic_score_codex":0.0007747464,"about_ca_topic_score_gemma":0.00026911998,"teacher_disagreement_score":0.87005246,"about_ca_system_score_codex":0.000098569464,"about_ca_system_score_gemma":0.000052603955,"threshold_uncertainty_score":0.3206004},"labels":[],"label_agreement":null},{"id":"W2032055397","doi":"10.1086/664757","title":"Audit and Feedback to Reduce Broad-Spectrum Antibiotic Use among Intensive Care Unit Patients A Controlled Interrupted Time Series Analysis","year":2012,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":195,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care unit; Incidence (geometry); Clostridium difficile; Emergency medicine; Interrupted Time Series Analysis; Intensive care; Prospective cohort study; Intensive care medicine; Antibiotics; Broad spectrum; Antimicrobial stewardship; Internal medicine; Antibiotic resistance","score_opus":0.011732834192186585,"score_gpt":0.256045396581674,"score_spread":0.24431256238948743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032055397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99237317,0.0034995198,0.0007863933,0.0013399856,0.0009339899,0.00075784227,0.00007324029,0.00009080037,0.00014508587],"genre_scores_gemma":[0.9970289,0.00035632116,0.000038296665,0.0012218378,0.00008868026,0.000015808308,0.00012820827,0.000019378134,0.0011025624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974064,0.0007599012,0.0006341982,0.0004973249,0.000030313191,0.0006718148],"domain_scores_gemma":[0.99795026,0.0008747776,0.0003640802,0.00025012981,0.00041664735,0.00014412394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042279917,0.00034535376,0.0014204469,0.00034099293,0.00029605752,0.000025470528,0.00008169227,0.00044481258,0.00010797477],"category_scores_gemma":[0.0023668583,0.00026840338,0.0002414728,0.00030030502,0.00057619606,0.00035744373,0.000102607395,0.00032939756,0.00016004634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011294752,0.00009650334,0.9924155,0.000023572506,0.0020802366,0.0000015350308,0.0008981229,0.000021037285,0.0010481229,0.00028923177,0.0009288334,0.0010678627],"study_design_scores_gemma":[0.0053143715,0.0010245878,0.9892797,0.00005639193,0.0010382328,0.000013489335,0.00047351787,0.00004358238,0.00024125566,0.000037222904,0.0021479535,0.00032971567],"about_ca_topic_score_codex":0.0014698516,"about_ca_topic_score_gemma":0.00041103776,"teacher_disagreement_score":0.0046557644,"about_ca_system_score_codex":0.00004820688,"about_ca_system_score_gemma":0.000019553116,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W2032625019","doi":"10.1371/journal.pone.0076398","title":"Declines in Outpatient Antimicrobial Use in Canada (1995–2010)","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Hôpital Maisonneuve-Rosemont; Université de Montréal; BC Centre for Disease Control; University of British Columbia; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Health Canada; Ministry of Advanced Education, Government of Alberta; Public Health Agency of Canada; Gilead Sciences; Pfizer","keywords":"Antimicrobial stewardship; Antimicrobial; Medical prescription; Medicine; Population; Defined daily dose; Antibiotic resistance; Pharmacoepidemiology; Demography; Environmental health; Antibiotics; Biology; Pharmacology; Microbiology","score_opus":0.032349492524255875,"score_gpt":0.18583270610156538,"score_spread":0.1534832135773095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032625019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985654,0.00035163894,0.0000017544404,0.00046808893,0.0002313051,0.00025534612,0.000016803435,0.000011704047,0.00009795646],"genre_scores_gemma":[0.9970993,0.00011779652,0.00015622398,0.0004345942,0.000013537435,0.0000064485903,0.000031578173,0.00000984476,0.0021307012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991365,0.00006586845,0.0002679356,0.00019072379,0.000031761552,0.0003072036],"domain_scores_gemma":[0.9996334,0.00007908152,0.000055336448,0.00017583402,0.000040161693,0.000016230364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043900927,0.000106477455,0.00024579212,0.00007332245,0.000032586508,0.000008816928,0.00012226845,0.00011909105,0.00032615795],"category_scores_gemma":[0.00005702136,0.00009272256,0.000018717983,0.00010849378,0.000051825915,0.000089715046,0.00004392612,0.00022458646,0.00035156944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000356355,0.000777815,0.75078285,0.000041791045,0.00006312431,0.000021072534,0.00013156817,0.0000039307506,0.24288917,0.00001498353,0.005096466,0.00014160217],"study_design_scores_gemma":[0.0012088588,0.0000479146,0.8709104,0.00038083596,0.000019744777,0.0000023944485,0.00014142132,0.000019944235,0.12665012,0.000016891603,0.00039848013,0.00020299162],"about_ca_topic_score_codex":0.8975211,"about_ca_topic_score_gemma":0.96939564,"teacher_disagreement_score":0.12012756,"about_ca_system_score_codex":0.0001360305,"about_ca_system_score_gemma":0.00023098591,"threshold_uncertainty_score":0.4518831},"labels":[],"label_agreement":null},{"id":"W2032627112","doi":"10.1159/000110030","title":"Satisfaction with Primary Health Care in Patients with Upper Respiratory Tract Infection: A Three-Level Approach","year":2007,"lang":"en","type":"article","venue":"Complementary Medicine Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Respiratory tract infections; Medicine; Primary care; Respiratory tract; Primary health care; Upper respiratory tract infection; Intensive care medicine; Respiratory system; Family medicine; Internal medicine; Environmental health","score_opus":0.07595156990700122,"score_gpt":0.3585720132505952,"score_spread":0.28262044334359393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032627112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990619,0.003421006,0.0014576641,0.0006360998,0.00014045986,0.0011560626,0.000030121008,0.000034791432,0.0025047802],"genre_scores_gemma":[0.99815875,0.00004781599,0.00039176652,0.000592863,0.00009129797,0.00001307136,0.00059524254,0.000023000357,0.00008620728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781543,0.00033129752,0.00039176742,0.0004212804,0.00032230033,0.00071795133],"domain_scores_gemma":[0.99911255,0.00016619275,0.000096737596,0.00032955594,0.00022541675,0.00006952464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016234632,0.00018116747,0.0003462995,0.00048068474,0.0004061231,0.0000058981955,0.0001399006,0.00009329226,0.0003462861],"category_scores_gemma":[0.000015339618,0.00011656657,0.000022143484,0.00057178957,0.0005630589,0.00010623271,0.00006356195,0.0008062549,0.000024595016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015621844,0.00029348946,0.9741202,0.00020761575,0.00007739536,0.000008552869,0.0009904167,0.0000016366978,0.00018395465,0.00010737593,0.005660901,0.016786274],"study_design_scores_gemma":[0.0063298405,0.003814255,0.9756125,0.0002537225,0.000011273681,0.000009102622,0.0019880452,2.288465e-7,0.000085983345,0.000010016596,0.011753198,0.00013179737],"about_ca_topic_score_codex":0.006566244,"about_ca_topic_score_gemma":0.019559218,"teacher_disagreement_score":0.016654477,"about_ca_system_score_codex":0.00054139347,"about_ca_system_score_gemma":0.00030350944,"threshold_uncertainty_score":0.99833125},"labels":[],"label_agreement":null},{"id":"W2033319550","doi":"10.1002/pds.1007","title":"Antibiotic utilisation in community practices: guideline concurrence and prescription necessity","year":2004,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; Memorial University of Newfoundland","keywords":"Medicine; Guideline; Medical prescription; Respiratory tract infections; Concurrence; Antibiotics; Etiology; Intensive care medicine; Pediatrics; Family medicine; Internal medicine; Respiratory system; Pathology; Pharmacology","score_opus":0.03822017867614674,"score_gpt":0.34456658656891065,"score_spread":0.3063464078927639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033319550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97571033,0.014239946,0.0022387193,0.006137188,0.0005286461,0.00028951128,0.00003057429,0.00006426856,0.00076079054],"genre_scores_gemma":[0.9915272,0.0063888794,0.0004444974,0.0013457605,0.00003170352,0.0000021871354,0.00012546647,0.0000075220496,0.0001267745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963933,0.0023145154,0.0006023964,0.00033311683,0.000023734896,0.0003329272],"domain_scores_gemma":[0.9980261,0.0012325462,0.0004503319,0.0001954798,0.000052383493,0.000043160697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031910928,0.00019496083,0.00041623344,0.000082331,0.00044798935,0.0000075820617,0.0001493587,0.00023168999,0.00005726564],"category_scores_gemma":[0.0013680455,0.00016589659,0.000034164157,0.00011686351,0.00065846555,0.00028627718,0.00013114176,0.0008864419,0.000029629147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022584903,0.00110826,0.7950495,0.00061274116,0.0002858595,0.00003778408,0.006996434,0.0003041167,0.14135881,0.015832853,0.0064465543,0.029708596],"study_design_scores_gemma":[0.012384832,0.0002752089,0.90690994,0.0006047539,0.00028412094,0.0004269363,0.004104835,0.00056220486,0.020951439,0.008954478,0.043639775,0.0009014652],"about_ca_topic_score_codex":0.0030459014,"about_ca_topic_score_gemma":0.0008118497,"teacher_disagreement_score":0.12040737,"about_ca_system_score_codex":0.000041250307,"about_ca_system_score_gemma":0.000059909496,"threshold_uncertainty_score":0.67650664},"labels":[],"label_agreement":null},{"id":"W2034577508","doi":"10.1111/1475-6773.12260","title":"Narrow- and Broad-Spectrum Antibiotic Use among U.S. Children","year":2014,"lang":"en","type":"article","venue":"Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Medicine; Medical Expenditure Panel Survey; Socioeconomic status; Demography; Quarter (Canadian coin); Respiratory tract infections; American Community Survey; Medical prescription; Census; Antibiotics; Environmental health; Geography; Health care; Population; Health insurance; Biology","score_opus":0.018283721330372392,"score_gpt":0.3146431649736038,"score_spread":0.2963594436432314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034577508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98810476,0.00926401,0.000014350673,0.0012841587,0.00017156414,0.0004282012,0.0000150288915,0.00007622129,0.00064169784],"genre_scores_gemma":[0.99506783,0.0014270126,0.00004933493,0.00069321325,0.00007111641,0.00000210613,0.00006926071,0.000025254742,0.002594866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732846,0.00076994905,0.00029332066,0.00049847236,0.00012285155,0.0009869339],"domain_scores_gemma":[0.99895674,0.00025610995,0.00012242995,0.00046018002,0.00008398877,0.00012052771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012468374,0.0001624826,0.00031653218,0.00022228167,0.0008250997,0.000080563266,0.0003223946,0.00024091263,0.00012738701],"category_scores_gemma":[0.000023900566,0.00013347769,0.000038615904,0.0003237966,0.0004793613,0.0001774826,0.00020633546,0.00066012115,0.0005160927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001713746,0.0002085058,0.9788139,0.0011375867,0.00010599218,0.000005234515,0.002578294,0.000002319212,0.004496475,0.0025614807,0.0033952135,0.006523637],"study_design_scores_gemma":[0.0007159103,0.0003337061,0.98654604,0.00030915695,0.0000051358,0.000030028905,0.00035643083,0.00004574319,0.0028456075,0.00013979558,0.008519091,0.00015337452],"about_ca_topic_score_codex":0.009929019,"about_ca_topic_score_gemma":0.0031243048,"teacher_disagreement_score":0.0078369975,"about_ca_system_score_codex":0.00004173323,"about_ca_system_score_gemma":0.000090285284,"threshold_uncertainty_score":0.9966639},"labels":[],"label_agreement":null},{"id":"W2034844134","doi":"10.1016/j.medmal.2012.12.005","title":"How to reduce antibiotic consumption for community-acquired pneumonia?","year":2013,"lang":"fr","type":"review","venue":"Médecine et Maladies Infectieuses","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Procalcitonin; Antibiotics; Medicine; Pneumonia; Antibiotic therapy; Community-acquired pneumonia; Intensive care medicine; Randomized controlled trial; Duration (music); Clinical trial; Internal medicine; Sepsis","score_opus":0.06356301981522507,"score_gpt":0.33248365493457904,"score_spread":0.268920635119354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034844134","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064415105,0.91605306,0.0013248925,0.0038365133,0.0071424777,0.005139403,0.000617571,0.00027733116,0.0011936369],"genre_scores_gemma":[0.039418254,0.89059705,0.0010111105,0.0008912058,0.0004498305,0.00022549291,0.0007831661,0.00022448017,0.0663994],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99392164,0.0024082107,0.0012022061,0.0009663225,0.000112738555,0.0013888805],"domain_scores_gemma":[0.9933607,0.0033758802,0.00092074554,0.0016543857,0.0005034561,0.00018486194],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0010808111,0.0013892377,0.0032757106,0.00054896926,0.0013531132,0.0003445472,0.0010601403,0.0015711741,0.0009491797],"category_scores_gemma":[0.002028965,0.0011798783,0.0009243407,0.00044923899,0.0012233146,0.0004115105,0.0006979735,0.0013668077,0.003369407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008242842,0.005944893,0.02182901,0.23643605,0.011726354,0.0000630319,0.0036764985,0.000029075614,0.06815218,0.025783895,0.20806801,0.41746673],"study_design_scores_gemma":[0.0016979378,0.0016020983,0.0057654977,0.026101423,0.0016038836,0.00034039674,0.00034680933,9.847803e-7,0.0027465913,0.00017492594,0.95829034,0.0013291104],"about_ca_topic_score_codex":0.00040786882,"about_ca_topic_score_gemma":0.00075512537,"teacher_disagreement_score":0.7502223,"about_ca_system_score_codex":0.00030344503,"about_ca_system_score_gemma":0.00034561648,"threshold_uncertainty_score":0.99996406},"labels":[],"label_agreement":null},{"id":"W2035723409","doi":"10.1186/1471-2431-14-212","title":"Antimicrobial stewardship in pediatrics: focusing on the challenges clinicians face","year":2014,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Antimicrobial stewardship; Intensive care medicine; MEDLINE; Antimicrobial; Pediatrics; Antibiotic resistance; Antibiotics","score_opus":0.03455491119956353,"score_gpt":0.2561447566906151,"score_spread":0.22158984549105157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035723409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97879845,0.009566616,0.0010636189,0.0022819936,0.0018826841,0.00034944588,0.000024616611,0.000102242615,0.0059303376],"genre_scores_gemma":[0.9945311,0.0033612666,0.00014035874,0.00049978436,0.0007247653,0.0000032451571,0.000009581281,0.00002772085,0.00070216326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815595,0.00046387807,0.00039928075,0.0004051197,0.00007149978,0.0005042949],"domain_scores_gemma":[0.9979033,0.0013933997,0.0001898435,0.00044325707,0.00004595396,0.00002422934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000827205,0.00022608005,0.00030503457,0.00017967404,0.00021442167,0.000022829654,0.00040593802,0.00039779965,0.000037401496],"category_scores_gemma":[0.0006355058,0.0001576657,0.00012870171,0.0002825366,0.00012976685,0.000051338357,0.00009463375,0.0005569527,0.0007567186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024675538,0.004892055,0.62639767,0.0028126824,0.0002357608,0.00010222704,0.015254718,0.0013544707,0.020187682,0.13739827,0.1367489,0.05214802],"study_design_scores_gemma":[0.019102603,0.0028061531,0.66689754,0.0007050648,0.0011785703,0.00015569372,0.014381449,0.00023364638,0.021727461,0.005962449,0.26113066,0.0057186973],"about_ca_topic_score_codex":0.000042012034,"about_ca_topic_score_gemma":0.00029300372,"teacher_disagreement_score":0.13143583,"about_ca_system_score_codex":0.00003674751,"about_ca_system_score_gemma":0.00010472412,"threshold_uncertainty_score":0.9726339},"labels":[],"label_agreement":null},{"id":"W2035951879","doi":"10.1186/1471-2431-11-2","title":"Do pediatric emergency departments pose a risk of infection?","year":2011,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; McGill University; Montreal Children's Hospital","funders":"McGill University Health Centre","keywords":"Medicine; Emergency department; Pediatrics; Logistic regression; Ambulatory; Confounding; Respiratory infection; Risk factor; Internal medicine; Respiratory system","score_opus":0.022271636046616767,"score_gpt":0.24255293975065303,"score_spread":0.22028130370403626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035951879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98645204,0.007288531,0.0010931919,0.000001183783,0.0019224699,0.00015614246,0.00005857392,0.000054679964,0.00297317],"genre_scores_gemma":[0.9857455,0.0121160885,0.0005736997,0.000005529185,0.00020066938,0.000003859585,0.000017657982,0.000014946681,0.0013220824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894464,0.00013011818,0.00037794167,0.00023310703,0.000046816986,0.000267363],"domain_scores_gemma":[0.99921465,0.000053263502,0.0003202242,0.00028658344,0.00009722835,0.000028068913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020195985,0.00014526068,0.00020153982,0.00017488045,0.00012172297,0.0000022628171,0.00013872952,0.00022545799,0.001051409],"category_scores_gemma":[0.00015008068,0.00012216432,0.00015153024,0.0003990868,0.00004810789,0.00006311286,0.00006780079,0.00017912086,0.00062392035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066058106,0.00029318483,0.9939984,0.00008851177,0.000043249333,0.0000017133963,0.00022961694,0.0000010832912,0.00015358442,0.00019291161,0.004845572,0.00008609833],"study_design_scores_gemma":[0.0006336408,0.00016294353,0.9957003,0.0000015497674,0.00044636003,0.000006948575,0.00003540524,4.7675513e-7,0.0013324051,0.0005784563,0.0009207703,0.00018076507],"about_ca_topic_score_codex":0.00022669505,"about_ca_topic_score_gemma":0.00009393566,"teacher_disagreement_score":0.004827557,"about_ca_system_score_codex":0.000013035262,"about_ca_system_score_gemma":0.00007779242,"threshold_uncertainty_score":0.9998618},"labels":[],"label_agreement":null},{"id":"W2037769196","doi":"10.7748/ns2001.06.15.39.33.c3040","title":"Coughs and colds: nurse management of upper respiratory tract infection","year":2001,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Upper respiratory tract infection; Medicine; Respiratory tract infections; Respiratory tract; Nursing; Minor (academic); Health care; Intensive care medicine; Respiratory system; Internal medicine; Political science","score_opus":0.01089131961939388,"score_gpt":0.27957956300691794,"score_spread":0.26868824338752406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037769196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774303,0.0046393042,0.0010256441,0.00016011522,0.0005854009,0.00015559891,0.000017018925,0.000043711305,0.015942946],"genre_scores_gemma":[0.997723,0.00048390785,0.00012538135,0.000050849245,0.000016796199,0.0000012977838,0.0000053284853,0.000009665106,0.0015837996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993992,0.000051077383,0.00016815701,0.00016722834,0.000040306404,0.00017403463],"domain_scores_gemma":[0.9997081,0.000019460997,0.00007229297,0.00014420543,0.00004211953,0.000013784981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014366074,0.00009272942,0.00016867093,0.00005896212,0.00012519384,0.000007422308,0.000042713713,0.00012536676,0.00012994885],"category_scores_gemma":[0.0000050623826,0.000082090744,0.000038687627,0.00009279096,0.00028909367,0.00005393082,0.000005997836,0.00010590694,0.000018103314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003984617,0.0016412843,0.43045357,0.0005609146,0.0008383708,0.00011083783,0.0035275302,0.000016507141,0.13409607,0.03595691,0.04347393,0.34533948],"study_design_scores_gemma":[0.004228962,0.0009231636,0.6375283,0.0021060705,0.00029436377,0.00010810298,0.0019435142,0.0000020089378,0.044144694,0.001302902,0.30704284,0.00037508935],"about_ca_topic_score_codex":0.000011391842,"about_ca_topic_score_gemma":0.0000037355926,"teacher_disagreement_score":0.34496439,"about_ca_system_score_codex":0.000053715685,"about_ca_system_score_gemma":0.000019901787,"threshold_uncertainty_score":0.33475634},"labels":[],"label_agreement":null},{"id":"W2038280995","doi":"10.1097/mlr.0b013e3182028c1a","title":"Are Physicians With Better Clinical Skills on Licensing Examinations Less Likely to Prescribe Antibiotics for Viral Respiratory Infections in Ambulatory Care Settings?","year":2011,"lang":"en","type":"article","venue":"Medical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Ambulatory; Medical prescription; Logistic regression; Family medicine; Respiratory tract infections; Emergency medicine; Internal medicine; Intensive care medicine; Nursing; Respiratory system","score_opus":0.02927002069114339,"score_gpt":0.29620206630232115,"score_spread":0.2669320456111778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038280995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640995,0.00057425833,0.0007225343,0.000293539,0.0006927825,0.00049765996,0.00008473211,0.00007397138,0.0006505884],"genre_scores_gemma":[0.99332964,0.000010080199,0.00031245293,0.005932984,0.00018708626,0.0000056709177,0.00005256492,0.000033107324,0.00013640818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984756,0.00018472622,0.00038304552,0.00045098242,0.00010899286,0.00039666786],"domain_scores_gemma":[0.99899006,0.00024285799,0.0001524794,0.00032183662,0.00021938776,0.00007338504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020423881,0.000200154,0.00036331295,0.00011674379,0.0002423876,0.000010801634,0.00019862298,0.00047570682,0.000032273336],"category_scores_gemma":[0.00031345684,0.00016324678,0.0001305253,0.00016689219,0.00033428083,0.00005481501,0.00006678532,0.0005859508,0.000051526327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042562303,0.0015495073,0.88036203,0.00072155584,0.00035213793,0.0002111561,0.037245207,0.000019074587,0.0018455794,0.0006660841,0.018382952,0.05821909],"study_design_scores_gemma":[0.0031085308,0.0018541348,0.90677094,0.0025421632,0.00015487333,0.000011746531,0.02038743,0.0000051290695,0.01484291,0.0000151525655,0.04972217,0.00058481493],"about_ca_topic_score_codex":0.000049356346,"about_ca_topic_score_gemma":0.0017601084,"teacher_disagreement_score":0.057634275,"about_ca_system_score_codex":0.000093338356,"about_ca_system_score_gemma":0.0001504713,"threshold_uncertainty_score":0.66570103},"labels":[],"label_agreement":null},{"id":"W2039437402","doi":"10.4212/cjhp.v64i5.1065","title":"Growing a “Positive Culture” of Antimicrobial Stewardship in a Community Hospital","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital; Canada Health Infoway","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Clostridium difficile; Pharmacist; Intensive care unit; Emergency medicine; Intensive care medicine; Adverse effect; Antibiotics; Internal medicine; Antibiotic resistance; Family medicine; Pharmacy; Microbiology","score_opus":0.019458013539591732,"score_gpt":0.24209153730387786,"score_spread":0.22263352376428613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039437402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99446344,0.0019402701,0.000009380105,0.00056867895,0.0010571046,0.00014822901,0.00004296923,0.0000036230974,0.0017662838],"genre_scores_gemma":[0.9994948,0.00006893029,0.000052002866,0.00020237618,0.000043509674,4.339263e-7,0.0000047939043,0.000012446913,0.000120735895],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987687,0.00036208789,0.00041412967,0.00007763511,0.000039820407,0.00033766322],"domain_scores_gemma":[0.9992056,0.000057029374,0.0003140033,0.00016525591,0.0001755377,0.000082613034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053097826,0.00014439535,0.00029966177,0.00014749923,0.00029254492,0.000013404263,0.0006064219,0.000085655556,0.00012787415],"category_scores_gemma":[0.00006426673,0.000099554374,0.00016051858,0.00017190423,0.00057427137,0.00023671017,0.0000356711,0.00097564503,0.000021832711],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015563435,0.002757968,0.2775534,0.00026247246,0.0028619806,0.0016218016,0.48058635,0.000018950268,0.1948758,0.004426775,0.028496578,0.0049815513],"study_design_scores_gemma":[0.008998797,0.003518753,0.21314743,0.0014986795,0.00046192977,0.0005918444,0.026718277,0.0000018034923,0.7386577,0.0022460166,0.0032674696,0.0008913057],"about_ca_topic_score_codex":0.04121009,"about_ca_topic_score_gemma":0.013416449,"teacher_disagreement_score":0.5437819,"about_ca_system_score_codex":0.00008793146,"about_ca_system_score_gemma":0.000513995,"threshold_uncertainty_score":0.96517456},"labels":[],"label_agreement":null},{"id":"W2040290228","doi":"10.1097/00006454-200102000-00019","title":"MISUSE OF ANTIMICROBIALS IN CHILDREN WITH ASTHMA AND BRONCHIOLITIS: A REVIEW","year":2001,"lang":"en","type":"review","venue":"The Pediatric Infectious Disease Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; Montreal Children's Hospital","funders":"","keywords":"Bronchiolitis; Medicine; Asthma; Pneumonia; Pediatrics; Antibiotics; Intensive care medicine; Respiratory tract infections; Respiratory distress; Atelectasis; Internal medicine; Respiratory system; Lung; Surgery","score_opus":0.009543778926971756,"score_gpt":0.26471055762621065,"score_spread":0.25516677869923887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040290228","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01062203,0.988085,0.000009246878,0.000033589018,0.00016805186,0.00083534577,0.00008821844,0.000017233204,0.00014133695],"genre_scores_gemma":[0.0016208341,0.9977136,0.0000057982556,0.000087538356,0.0002687404,0.000008825524,0.00003125162,0.000037634985,0.00022573362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977139,0.00072116876,0.0008302563,0.00027296858,0.00006454896,0.00039713157],"domain_scores_gemma":[0.99835336,0.00018131056,0.0009907953,0.0003263033,0.00007345143,0.00007478129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267281,0.00039028085,0.0014809241,0.00027577404,0.00020425617,0.00002329982,0.0002975762,0.00021674306,0.00016401654],"category_scores_gemma":[0.00012075837,0.00020919705,0.00035334512,0.0005308854,0.00021719084,0.000060658946,0.00007860194,0.00092475186,0.000046483437],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021393184,0.0016731636,0.2720228,0.11487377,0.0043476424,0.00035218822,0.00016445553,0.000005594654,0.0000032948512,0.00015333257,0.02021266,0.58597714],"study_design_scores_gemma":[0.0049810414,0.0006118649,0.054300252,0.1370424,0.0270948,0.068242475,0.00002575904,1.4418993e-7,0.0000011212136,0.00019826701,0.7055553,0.0019465572],"about_ca_topic_score_codex":0.000041889496,"about_ca_topic_score_gemma":0.000012675262,"teacher_disagreement_score":0.68534267,"about_ca_system_score_codex":0.000054190317,"about_ca_system_score_gemma":0.00060925697,"threshold_uncertainty_score":0.85308087},"labels":[],"label_agreement":null},{"id":"W2040820523","doi":"10.1586/14787210.4.4.515","title":"Antimicrobial development and the risk–benefit assessment: recent adverse events and their implications","year":2006,"lang":"en","type":"editorial","venue":"Expert Review of Anti-infective Therapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Antimicrobial; Risk assessment; Risk analysis (engineering); Intensive care medicine; Medicine; Computer science; Biology; Microbiology; Computer security","score_opus":0.007905199218006241,"score_gpt":0.28685516408078066,"score_spread":0.2789499648627744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040820523","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016466046,0.84581333,0.0005271813,0.0007971541,0.13259934,0.0024504988,0.0004399902,0.00006067633,0.00084577163],"genre_scores_gemma":[0.004813737,0.9798919,0.00020161529,0.00031354988,0.013829968,0.00006462977,0.00057423004,0.000045271623,0.0002651052],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977101,0.0005769191,0.00072775455,0.0005813812,0.000076043405,0.0003277671],"domain_scores_gemma":[0.99748015,0.0007503388,0.0008786484,0.0005096272,0.0003556314,0.000025599933],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008917786,0.0005254049,0.001276175,0.00008209775,0.00048254992,0.000010049527,0.00031511713,0.0005206399,0.00007458049],"category_scores_gemma":[0.00010633468,0.00029010986,0.00023948778,0.00016643733,0.0006874318,0.00006702127,0.00013410747,0.0006739763,0.000013236766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030874612,0.00064253923,0.0018893164,0.0015652603,0.0024920779,0.0000011074965,0.0011957285,3.2997397e-7,0.007470845,0.000506416,0.90449375,0.07943389],"study_design_scores_gemma":[0.0028583359,0.00007514703,0.008652009,0.0033567843,0.000088056215,0.000009012814,0.000039278966,1.2832379e-7,0.0040679085,0.00010124332,0.98039675,0.0003553746],"about_ca_topic_score_codex":0.00023241735,"about_ca_topic_score_gemma":0.00003572614,"teacher_disagreement_score":0.13407855,"about_ca_system_score_codex":0.00007603401,"about_ca_system_score_gemma":0.00030680845,"threshold_uncertainty_score":0.9999551},"labels":[],"label_agreement":null},{"id":"W2043089943","doi":"10.1017/ice.2015.46","title":"Assessment of Antimicrobial Utilization Metrics: Days of Therapy Versus Defined Daily Doses and Pharmacy Dispensing Records Versus Nursing Administration Data","year":2015,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Provincial Laboratory of Public Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Pharmacy; Medicine; Antimicrobial; Administration (probate law); Emergency medicine; Family medicine","score_opus":0.1479277819149996,"score_gpt":0.4012895405996247,"score_spread":0.25336175868462507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043089943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753665,0.0060329624,0.014252459,0.00067187654,0.0027583868,0.00027597975,0.00009257027,0.000028305596,0.00052100146],"genre_scores_gemma":[0.9944976,0.0045663915,0.0005488348,0.00005112207,0.000063255,0.0000016244414,0.0002510513,0.00000849988,0.000011651249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984758,0.00045331262,0.0005201403,0.00032664824,0.000030013667,0.00019406558],"domain_scores_gemma":[0.99800557,0.0011220091,0.0004671152,0.00021740822,0.00015258507,0.000035314835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008717014,0.00014932932,0.00051934936,0.00012197282,0.00010034524,0.000007029706,0.00008274413,0.00017350249,0.00001147792],"category_scores_gemma":[0.0011150008,0.00012642799,0.000044709075,0.00014530697,0.00044045396,0.00019836791,0.000040445153,0.00014633084,0.0000014075052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01103251,0.0009551239,0.7434568,0.000108424836,0.0011217328,0.0000032415123,0.0003493669,0.000054965065,0.053844005,0.00952898,0.00285365,0.1766912],"study_design_scores_gemma":[0.056779683,0.008131509,0.9061603,0.00025757935,0.00074785127,0.000054459055,0.00049838773,0.0054704305,0.01038016,0.00066068314,0.01019572,0.000663239],"about_ca_topic_score_codex":0.000556159,"about_ca_topic_score_gemma":0.00012260592,"teacher_disagreement_score":0.17602797,"about_ca_system_score_codex":0.000029608527,"about_ca_system_score_gemma":0.0001257653,"threshold_uncertainty_score":0.51555836},"labels":[],"label_agreement":null},{"id":"W2044518769","doi":"10.1136/jech-2013-203098.5","title":"ANTIBIOTIC STEWARDSHIP PROGRAM; CONTEXTUAL ENVIRONMENT AND FRAMEWORK","year":2013,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Biostatistics; Stewardship (theology); Accreditation; Antimicrobial stewardship; Descriptive statistics; Pharmacy; Specialty; Medical prescription; Public health; Family medicine; Antibiotics; Environmental health; Medical education; Nursing; Antibiotic resistance; Statistics","score_opus":0.054646443085605234,"score_gpt":0.3409666308262697,"score_spread":0.2863201877406645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044518769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9516686,0.03378049,0.00228483,0.010950703,0.00051216845,0.00044605555,0.000007497475,0.00003126192,0.0003183904],"genre_scores_gemma":[0.9804651,0.0064130262,0.008988433,0.0038703857,0.00006185259,0.0000019936538,0.000011370532,0.00001505086,0.0001727956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927201,0.005262505,0.0011938841,0.00017355017,0.00003925547,0.00061070186],"domain_scores_gemma":[0.9935781,0.004523889,0.0011111089,0.00054686604,0.00008552164,0.00015451692],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0049687224,0.00021266204,0.0010646663,0.000116399264,0.00056160334,0.000009239614,0.00040847217,0.00043016853,0.00026098205],"category_scores_gemma":[0.002008538,0.00015393647,0.00014655896,0.00006914756,0.00095908955,0.00011557148,0.0001581889,0.0025145316,0.00016046542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045352217,0.003002999,0.6451474,0.00068353134,0.0013536724,0.000014113414,0.004360875,0.000023930037,0.004084686,0.017504215,0.048362363,0.27500874],"study_design_scores_gemma":[0.0017622606,0.0059869634,0.91563743,0.0010001719,0.00008332274,0.0007079722,0.004929712,0.000010164153,0.00028915933,0.0136926165,0.055566244,0.00033397847],"about_ca_topic_score_codex":0.0017533023,"about_ca_topic_score_gemma":0.00012199198,"teacher_disagreement_score":0.27467474,"about_ca_system_score_codex":0.000110025336,"about_ca_system_score_gemma":0.00016458011,"threshold_uncertainty_score":0.99978673},"labels":[],"label_agreement":null},{"id":"W2044519107","doi":"10.3138/jvme.38.4.404","title":"Developing an Open-Access Antimicrobial Resistance Learning Site for Veterinary Medical Students","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Antibiotic resistance; Continuing medical education; Resistance (ecology); Medicine; Veterinary medicine; Medical education; Continuing education; Antibiotics; Political science; Biology; Microbiology","score_opus":0.1376444554423519,"score_gpt":0.4408587283415408,"score_spread":0.3032142728991889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044519107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905178,0.00112636,0.003262607,0.001261843,0.0032689325,0.00023269957,0.0000033004637,0.00001912718,0.00030732955],"genre_scores_gemma":[0.9927528,0.0006790664,0.003600478,0.0012918441,0.00033173867,0.000009097902,0.00004395365,0.000027184793,0.0012638449],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979661,0.00039518243,0.0007586587,0.00026899984,0.00029031254,0.00032074295],"domain_scores_gemma":[0.9986731,0.00012325977,0.0005575046,0.00018811811,0.0002789736,0.00017903434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017968129,0.00017910055,0.00040538228,0.00014971216,0.00028970488,0.00010318194,0.0022938629,0.00035534365,0.001059758],"category_scores_gemma":[0.00096409116,0.00014826997,0.00008758987,0.00014565475,0.00022300244,0.00080386095,0.0005596348,0.0005796413,0.000026773068],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.053456828,0.024249293,0.098017596,0.0041746357,0.002833986,0.0029373136,0.024137761,0.0000039458046,0.39706445,0.0058048256,0.15054213,0.23677725],"study_design_scores_gemma":[0.011762555,0.0129093835,0.18344346,0.01014899,0.0002971828,0.010616072,0.0024790522,0.000016951553,0.0120247165,0.001171091,0.7537406,0.0013899578],"about_ca_topic_score_codex":0.000046946083,"about_ca_topic_score_gemma":0.00002671519,"teacher_disagreement_score":0.60319847,"about_ca_system_score_codex":0.00009374972,"about_ca_system_score_gemma":0.00212172,"threshold_uncertainty_score":0.99985343},"labels":[],"label_agreement":null},{"id":"W2044936292","doi":"10.1371/journal.pone.0089990","title":"Management of Upper Respiratory Tract Infections by Different Medical Practices, Including Homeopathy, and Consumption of Antibiotics in Primary Care: The EPI3 Cohort Study in France 2007–2008","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Institut National de la Santé et de la Recherche Médicale","keywords":"Medicine; Homeopathy; Respiratory tract infections; Internal medicine; Confidence interval; Odds ratio; Upper respiratory tract infection; Population; Alternative medicine; Respiratory system; Environmental health","score_opus":0.024390829244915566,"score_gpt":0.25994982866242133,"score_spread":0.23555899941750577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044936292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914942,0.0074454276,0.000032297452,0.000074481424,0.00008044006,0.0005942122,0.0000103502525,0.000009071917,0.00025952136],"genre_scores_gemma":[0.9965053,0.0033090971,0.000022902677,0.000051370804,0.000009601992,0.0000031179904,0.000014743939,0.0000081309845,0.00007571938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987319,0.00036964138,0.00040213772,0.00021331276,0.0001242354,0.00015876383],"domain_scores_gemma":[0.999151,0.00027159974,0.0003021155,0.0002235814,0.00003655302,0.0000151878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006316286,0.00010943039,0.00036280754,0.00008961886,0.00006902569,0.0000037019643,0.00012467615,0.00014691798,0.00003512855],"category_scores_gemma":[0.000107720516,0.00008032547,0.000021847784,0.00010886832,0.00025965166,0.000052096355,0.00009885081,0.00032256934,0.000005632145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004241106,0.0055939197,0.9761488,0.00045085198,0.00021935458,0.000004278351,0.00040536365,6.437637e-7,0.016605042,0.000042141313,0.000035543282,0.00045168443],"study_design_scores_gemma":[0.001414807,0.0002921457,0.98998976,0.00065156363,0.00013411506,0.0000016260266,0.0004063835,0.0000053364815,0.006907286,0.0000050355056,0.00010897573,0.00008294715],"about_ca_topic_score_codex":0.00011948571,"about_ca_topic_score_gemma":0.00013712245,"teacher_disagreement_score":0.0138410125,"about_ca_system_score_codex":0.000038133665,"about_ca_system_score_gemma":0.000023721137,"threshold_uncertainty_score":0.32755777},"labels":[],"label_agreement":null},{"id":"W2045525582","doi":"10.1002/chp.20051","title":"Can rational prescribing be improved by an outcome-based educational approach? A randomized trial completed in Iran","year":2010,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Randomized controlled trial; Outcome (game theory); Medicine; Alternative medicine; Medical education; Family medicine; Psychology; Surgery; Economics","score_opus":0.03684661289788717,"score_gpt":0.3649097564361062,"score_spread":0.328063143538219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045525582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377927,0.0006033279,0.0005691995,0.05518852,0.003983498,0.001692278,0.000017801116,0.00000809324,0.00014454476],"genre_scores_gemma":[0.9951992,0.000014042326,0.0014010154,0.0019672986,0.00027855494,0.00006152521,0.0001654987,0.0000116384535,0.0009012139],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99600464,0.0021306376,0.0013111416,0.00016540173,0.00010508071,0.00028310475],"domain_scores_gemma":[0.99727994,0.0011633647,0.0011065436,0.00022210654,0.00017354343,0.000054525997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043911897,0.00014041881,0.00053948,0.00027957873,0.00026437262,0.000027031632,0.00035433628,0.0001805492,0.00008885261],"category_scores_gemma":[0.0010405851,0.000089924324,0.00011575141,0.00021091235,0.00017409686,0.00013092364,0.000013581919,0.0012613157,0.0000015437706],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4880329,0.021162508,0.04933864,0.00067417533,0.00026479652,0.0000021677847,0.14381765,0.00007297329,0.1732185,0.025950197,0.07395227,0.023513218],"study_design_scores_gemma":[0.90407485,0.00076346396,0.034118075,0.001431715,0.00011254638,0.0000963871,0.046019703,0.0006557627,0.00060731155,0.00262842,0.008925145,0.00056660426],"about_ca_topic_score_codex":0.00029404036,"about_ca_topic_score_gemma":0.00059146434,"teacher_disagreement_score":0.41604197,"about_ca_system_score_codex":0.000077732955,"about_ca_system_score_gemma":0.0022196476,"threshold_uncertainty_score":0.5479859},"labels":[],"label_agreement":null},{"id":"W2045921880","doi":"10.1046/j.1525-1497.2001.016006376.x","title":"Antibiotic use in ontario facilities that provide chronic care","year":2001,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":163,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; Mount Sinai Hospital; Sunnybrook Health Science Centre; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Antibiotics; Medical prescription; Respiratory tract infections; Incidence (geometry); Internal medicine; Asymptomatic; Urinary system; Bacteriuria; Population; Cohort; Intensive care medicine; Respiratory system","score_opus":0.027989492772800297,"score_gpt":0.2558998102498029,"score_spread":0.2279103174770026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045921880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98016375,0.015308029,0.00018933564,0.0005185082,0.0018885501,0.00008249328,0.0000025969423,0.0000069508465,0.0018397551],"genre_scores_gemma":[0.92440534,0.0007881407,0.000084822,0.00020150327,0.00026035297,1.955486e-7,0.000005935739,0.0000092372475,0.07424449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988427,0.00009169142,0.0005413138,0.00014294859,0.00009147739,0.0002898714],"domain_scores_gemma":[0.99932444,0.00006701796,0.00029809427,0.00014031773,0.00012916191,0.00004095884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018547512,0.00016647634,0.0004549862,0.00022312805,0.000048893675,0.000012340272,0.00024861304,0.00013809747,0.0008708147],"category_scores_gemma":[0.0000709939,0.0001059072,0.00010546502,0.00006978724,0.00026210397,0.0001903883,0.000038613554,0.0006534857,0.000032661963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094536477,0.0001024146,0.7516877,0.00009181955,0.0002781484,0.0011753292,0.005372128,0.000036264824,0.23022702,0.000083810395,0.0070948503,0.002905139],"study_design_scores_gemma":[0.0070233564,0.0033789275,0.5082439,0.0038539846,0.00014028251,0.004254012,0.004991822,0.0000047100257,0.08380334,0.00009203687,0.38386828,0.00034534626],"about_ca_topic_score_codex":0.06180618,"about_ca_topic_score_gemma":0.18429273,"teacher_disagreement_score":0.37677342,"about_ca_system_score_codex":0.00043510526,"about_ca_system_score_gemma":0.00022020537,"threshold_uncertainty_score":0.9534811},"labels":[],"label_agreement":null},{"id":"W2046426486","doi":"10.1080/02813430510018491","title":"GPs’ reasons for “non-pharmacological” prescribing of antibiotics A phenomenological study","year":2005,"lang":"en","type":"article","venue":"Scandinavian Journal of Primary Health Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Global Positioning System; Antibiotics; Family medicine; Microbiology","score_opus":0.02417635983095482,"score_gpt":0.31172961980669,"score_spread":0.28755325997573516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046426486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671974,0.02654419,0.0013245615,0.0017321643,0.0009771236,0.001136096,0.000115679824,0.000023352557,0.0009494346],"genre_scores_gemma":[0.9958863,0.00053302624,0.002454354,0.0006239631,0.00019338762,7.7676685e-7,0.000020729514,0.00001688491,0.00027055817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979787,0.00026439835,0.0009272843,0.00023812857,0.000095497744,0.0004960149],"domain_scores_gemma":[0.99836034,0.00016734756,0.0008593983,0.00018618378,0.00032487337,0.00010187993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067422364,0.00019933943,0.00081125257,0.00015383468,0.0002737353,0.000009667207,0.0003756662,0.00018217244,0.00010364129],"category_scores_gemma":[0.0000745966,0.00014519323,0.00022025126,0.00015583671,0.00020199709,0.0001031042,0.00007274704,0.00045838504,0.000009057845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01710667,0.013234114,0.2716295,0.004915076,0.0048696976,0.00032969518,0.06470178,0.00025201114,0.23639546,0.0014306033,0.15322621,0.23190917],"study_design_scores_gemma":[0.06169117,0.07851967,0.5429301,0.004487921,0.002420872,0.0015582781,0.112310186,0.00001577558,0.07510719,0.00039395504,0.11819107,0.0023737599],"about_ca_topic_score_codex":0.000011664913,"about_ca_topic_score_gemma":0.000011719,"teacher_disagreement_score":0.2713006,"about_ca_system_score_codex":0.00032049482,"about_ca_system_score_gemma":0.00045193473,"threshold_uncertainty_score":0.59208083},"labels":[],"label_agreement":null},{"id":"W2047782026","doi":"10.1186/1471-2334-14-436","title":"Save Antibiotics: a call for action of the World Alliance Against Antibiotic Resistance (WAAAR)","year":2014,"lang":"en","type":"letter","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Anti-Doping Agency","funders":"","keywords":"Call to action; Alliance; Medical microbiology; Antibiotics; Medicine; Antibiotic resistance; Microbiology; Political science; Biology; Law; Business; Immunology; Advertising","score_opus":0.01866644191580972,"score_gpt":0.2550896945635341,"score_spread":0.23642325264772437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047782026","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2929273,0.13016686,0.021741908,0.32819924,0.08639217,0.033853773,0.019619266,0.0047513824,0.082348116],"genre_scores_gemma":[0.77076745,0.0007522682,0.0001574404,0.12035128,0.0021975886,0.000013669234,0.0010558415,0.00020411589,0.10450033],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973554,0.0004134971,0.00065384887,0.0007534097,0.0001299087,0.0006939539],"domain_scores_gemma":[0.9969586,0.00078613247,0.0009123729,0.0010567615,0.00025319852,0.00003293549],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001488164,0.0005578193,0.00087646226,0.00016068827,0.0004598242,0.00004078735,0.0005936343,0.00091993256,0.000057197954],"category_scores_gemma":[0.0003264101,0.00041332713,0.00075569126,0.00032479357,0.00075625785,0.000072499715,0.0001011808,0.00092792045,0.00012116297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018236753,0.00018708309,0.02175112,0.003437868,0.00042571634,0.000007946713,0.000022577922,0.000023519338,0.0036438513,0.00020415228,0.96996176,0.00015205915],"study_design_scores_gemma":[0.0017346782,0.000113086535,0.012355258,0.0022218977,0.0008281408,0.000014007118,0.000017141538,0.000007750325,0.017175082,0.0002827067,0.96452403,0.00072623364],"about_ca_topic_score_codex":0.00003461873,"about_ca_topic_score_gemma":0.0016308589,"teacher_disagreement_score":0.4778402,"about_ca_system_score_codex":0.0001399308,"about_ca_system_score_gemma":0.00031492763,"threshold_uncertainty_score":0.99983186},"labels":[],"label_agreement":null},{"id":"W2048390181","doi":"10.1371/journal.pone.0109915","title":"Long Term Effectiveness on Prescribing of Two Multifaceted Educational Interventions: Results of Two Large Scale Randomized Cluster Trials","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Medical prescription; Randomized controlled trial; Psychological intervention; Family medicine; Internal medicine; Pharmacology; Nursing","score_opus":0.05082926672059783,"score_gpt":0.32059259914101945,"score_spread":0.2697633324204216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048390181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942265,0.0010510558,0.00263324,0.00013513346,0.00024687516,0.0010444899,0.00013125733,0.000019426709,0.0005120172],"genre_scores_gemma":[0.99759847,0.000039369428,0.0004968616,0.00002376659,0.00005141612,0.000028147266,0.00018832056,0.00001254259,0.001561106],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9960986,0.0025240334,0.000868466,0.0002487074,0.000072250135,0.00018794484],"domain_scores_gemma":[0.99535847,0.0035812247,0.0005735192,0.00030424443,0.00016663391,0.00001594006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036612172,0.00013604744,0.0010845008,0.00012479456,0.00007603713,0.0000056745976,0.0001559362,0.00011405235,0.00016548348],"category_scores_gemma":[0.002699912,0.000102507875,0.00034415646,0.000080840255,0.00021998046,0.000051105468,0.00005695719,0.00015363387,0.00006050138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.084305555,0.0073594903,0.0070161973,0.0012728217,0.0024638483,3.096802e-7,0.00071109674,0.000021786307,0.89480597,0.0013179476,0.00013589472,0.0005890976],"study_design_scores_gemma":[0.20836526,0.00019757252,0.013527328,0.005499474,0.0006011157,9.361233e-7,0.000026504846,0.000062919775,0.7713081,0.00027699163,0.0000053335166,0.00012844043],"about_ca_topic_score_codex":0.00006018209,"about_ca_topic_score_gemma":0.00004818086,"teacher_disagreement_score":0.12405971,"about_ca_system_score_codex":0.00001908313,"about_ca_system_score_gemma":0.000031477186,"threshold_uncertainty_score":0.41801497},"labels":[],"label_agreement":null},{"id":"W2049178842","doi":"10.1371/journal.pone.0122422","title":"Use of an Electronic Medication Administration Record (eMAR) for Surveillance of Medication Omissions: Results of a One Year Study of Antimicrobials in the Inpatient Setting","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Pfizer","keywords":"Medicine; Medical record; Evening; Retrospective cohort study; Electronic records; Internal medicine; Emergency medicine; Dosing; Pediatrics; Database","score_opus":0.07128741196504018,"score_gpt":0.28351196277290375,"score_spread":0.21222455080786357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049178842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986437,0.00015289379,0.000080499885,0.00025934365,0.00002775351,0.00073708786,0.00007516797,0.0000047324525,0.000018819448],"genre_scores_gemma":[0.99886113,0.00014114783,0.0007237625,0.000009412988,0.000009100167,0.000009790813,0.00020866816,0.000005511812,0.000031470467],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858534,0.0003765213,0.00068076554,0.00014520776,0.00009985478,0.00011228605],"domain_scores_gemma":[0.9983261,0.00036373874,0.00077132386,0.00028594612,0.00024204953,0.0000107912265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012507774,0.00006341055,0.00029824112,0.00007831777,0.000021754458,0.0000013952956,0.00014982747,0.00010118196,0.0000045904007],"category_scores_gemma":[0.001164272,0.000048544825,0.00002219845,0.0001392293,0.000096259755,0.000056492103,0.000016415099,0.00008631225,6.457105e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028857833,0.010849944,0.021437652,0.00031094678,0.0002925407,1.5748276e-7,0.006170324,0.000006140026,0.956514,0.0001628821,0.00026059672,0.0011090417],"study_design_scores_gemma":[0.005046202,0.005845612,0.08579562,0.00080360525,0.00018080013,7.829597e-7,0.0036617273,0.00008110548,0.89821035,0.00019805152,0.00005775149,0.00011837278],"about_ca_topic_score_codex":0.0001744549,"about_ca_topic_score_gemma":0.000615173,"teacher_disagreement_score":0.064357966,"about_ca_system_score_codex":0.000017369966,"about_ca_system_score_gemma":0.00018354098,"threshold_uncertainty_score":0.19796005},"labels":[],"label_agreement":null},{"id":"W2050246266","doi":"10.1016/j.epidem.2012.12.001","title":"Linking antimicrobial prescribing to antimicrobial resistance in the ICU: Before and after an antimicrobial stewardship program","year":2012,"lang":"en","type":"article","venue":"Epidemics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; Fields Institute for Research in Mathematical Sciences; Public Health Ontario; York University; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Antimicrobial; Pseudomonas aeruginosa; Context (archaeology); Medicine; Antibiotic resistance; Antibiotics; Intensive care medicine; Internal medicine; Microbiology; Biology; Bacteria","score_opus":0.018554917831045934,"score_gpt":0.2716503566888951,"score_spread":0.25309543885784913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050246266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99394405,0.0012504981,0.00030346142,0.0017642473,0.0010772746,0.0010704009,0.00008087954,0.00013097883,0.00037823798],"genre_scores_gemma":[0.99039376,0.00012130186,0.0046096104,0.0037916573,0.00045500105,0.000027754535,0.000108664724,0.000055284607,0.00043696363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965821,0.0006291712,0.0006840726,0.0006252413,0.000080318736,0.0013990989],"domain_scores_gemma":[0.9987841,0.00022230204,0.00019205999,0.0006273894,0.000069301765,0.000104843566],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017681649,0.0004225705,0.0005600694,0.00018280232,0.00037593412,0.000099009274,0.00057350093,0.00052795536,0.0000233035],"category_scores_gemma":[0.00022000613,0.00032347854,0.00012800281,0.0003886222,0.00038677317,0.00045151167,0.00022573405,0.0008226742,0.000097724864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018205537,0.0018151847,0.71540827,0.0007345395,0.00019726556,0.00008406283,0.028775506,0.000016429687,0.21465734,0.00215874,0.02406957,0.010262574],"study_design_scores_gemma":[0.005091979,0.000784113,0.65329266,0.0037866055,0.00039962336,0.0006669956,0.0018423841,0.000023712519,0.07418719,0.00034355902,0.2568992,0.0026819815],"about_ca_topic_score_codex":0.000097723336,"about_ca_topic_score_gemma":0.002183282,"teacher_disagreement_score":0.23282965,"about_ca_system_score_codex":0.00006963553,"about_ca_system_score_gemma":0.00007266229,"threshold_uncertainty_score":0.99992174},"labels":[],"label_agreement":null},{"id":"W2052291067","doi":"10.1371/journal.pone.0047470","title":"Discrete Choice Experiment to Evaluate Factors That Influence Preferences for Antibiotic Prophylaxis in Pediatric Oncology","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hospital for Sick Children; Institute for Clinical Evaluative Sciences; SickKids Foundation; Canadian Centre for Applied Research in Cancer Control","funders":"Canadian Institutes of Health Research; Pediatric Oncology Group of Ontario","keywords":"Medicine; Respondent; Willingness to pay; Health care; Intensive care medicine; Family medicine","score_opus":0.06614279025164774,"score_gpt":0.3023874533546827,"score_spread":0.23624466310303496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052291067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443644,0.0037733319,0.000024982988,0.00011720816,0.00024784904,0.000988639,0.000022855564,0.00004212472,0.00034658553],"genre_scores_gemma":[0.99832106,0.00021737296,0.0004373007,0.0000830308,0.00006302875,0.000040761202,0.000025654916,0.000017583987,0.00079420686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854803,0.00015952523,0.00027439935,0.00032159945,0.000079553356,0.0006169042],"domain_scores_gemma":[0.99920523,0.000305958,0.0001206547,0.00024337096,0.00006176666,0.00006299095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026266312,0.0002003807,0.00040296616,0.00015091739,0.00011349895,0.000010979944,0.0002504437,0.0002568169,0.00009061988],"category_scores_gemma":[0.00023322682,0.00015079378,0.000054438347,0.00018648295,0.00009146207,0.0001599126,0.00009084297,0.00020489418,0.0002335602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013333566,0.0013709876,0.75562406,0.00018440183,0.00012345782,5.1746224e-7,0.002194579,0.0000022393135,0.24000135,0.000046110126,0.00006508474,0.00025390292],"study_design_scores_gemma":[0.0007183665,0.000908927,0.5545271,0.00011105234,0.00012008935,6.496897e-7,0.00045724967,0.0000010733158,0.44247004,0.000018814018,0.00042970068,0.00023696796],"about_ca_topic_score_codex":0.0001572302,"about_ca_topic_score_gemma":0.00012457326,"teacher_disagreement_score":0.2024687,"about_ca_system_score_codex":0.0000915157,"about_ca_system_score_gemma":0.000074524134,"threshold_uncertainty_score":0.6149192},"labels":[],"label_agreement":null},{"id":"W2053203823","doi":"10.5539/gjhs.v7n3p291","title":"A Study on the Factors Affecting the Prescription of Injection Medicines in Iran: A Policy Making Approach","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Heritage Medical Research Clinic","funders":"Ministry of Health and Medical Education","keywords":"Medical prescription; Christian ministry; Medicine; Developing country; Family medicine; Health care; Environmental health; Traditional medicine; Pharmacology; Economic growth","score_opus":0.07477945222974587,"score_gpt":0.36862051637836907,"score_spread":0.2938410641486232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053203823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99638563,0.0009656484,0.00023833933,0.0011592748,0.0005426014,0.000231415,0.0000010555938,0.0000032540052,0.00047274894],"genre_scores_gemma":[0.99975926,0.000013156211,0.000019879008,0.0001664487,0.000032733737,2.9610138e-7,1.01245206e-7,0.0000013885553,0.0000067409173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884146,0.00030685018,0.00036964676,0.00010015829,0.00016442353,0.00021746125],"domain_scores_gemma":[0.9992131,0.00006478169,0.0004883907,0.000118295,0.00009528529,0.000020155097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037075568,0.00006558221,0.00018070872,0.00011364198,0.00024666236,0.000011427541,0.00033920008,0.000032051288,8.573465e-7],"category_scores_gemma":[0.0004498172,0.000028441667,0.000029594703,0.00076615956,0.0003751664,0.000095446085,0.00003984015,0.00022851357,9.4042736e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027090716,0.00045537163,0.97055894,0.000035190802,0.00003411964,0.00000342298,0.020591434,0.00035560437,0.0026512705,0.001330909,0.00066360825,0.0030492085],"study_design_scores_gemma":[0.0005304264,0.0011302166,0.91935337,0.0001883712,0.0000069807993,0.00021606532,0.07803035,0.0000073987417,0.00028046983,0.00018717213,0.000035331625,0.00003387934],"about_ca_topic_score_codex":0.00059883884,"about_ca_topic_score_gemma":0.00007545369,"teacher_disagreement_score":0.057438917,"about_ca_system_score_codex":0.00019387902,"about_ca_system_score_gemma":0.0004997943,"threshold_uncertainty_score":0.18971524},"labels":[],"label_agreement":null},{"id":"W2053522694","doi":"10.1016/j.pec.2010.09.024","title":"Development of a taxonomy of interventions to organise the evidence on consumers’ medicines use","year":2010,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychological intervention; Scope (computer science); Systematic review; Taxonomy (biology); Intervention (counseling); Knowledge management; Evidence-based medicine; Public relations; Management science; Medicine; Psychology; MEDLINE; Business; Alternative medicine; Nursing; Computer science; Political science; Engineering","score_opus":0.04257740253746039,"score_gpt":0.2908724655426194,"score_spread":0.24829506300515902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053522694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701726,0.0010760011,0.00071685115,0.00027925745,0.00064654555,0.00020618908,0.0000021548212,0.0000045753113,0.000051144412],"genre_scores_gemma":[0.99816734,0.00008992045,0.0013174315,0.00019966142,0.000005851726,0.000013314001,0.000004823598,0.000002718514,0.0001989632],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956465,0.000026580525,0.00023156322,0.000089379086,0.000027415239,0.00006041801],"domain_scores_gemma":[0.99946296,0.0001482198,0.00012027599,0.00011890146,0.0001365724,0.000013070607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013771582,0.000050616378,0.00008325389,0.000046660953,0.000095784504,0.0000043576865,0.00006314179,0.000033949076,0.000097373326],"category_scores_gemma":[0.00017263633,0.000032935703,0.000021227735,0.00006681936,0.00009091786,0.000029102413,0.000013089766,0.00007645962,0.000016650416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015543644,0.000909653,0.021957899,0.00034763617,0.00011941134,1.2986548e-7,0.046429727,0.0000019026231,0.7496958,0.0017804115,0.0049735866,0.17362845],"study_design_scores_gemma":[0.000524223,0.00045306087,0.05122672,0.005827024,0.00017448241,0.000017401619,0.047691386,0.0000042171214,0.6905782,0.000055072567,0.20310166,0.00034652854],"about_ca_topic_score_codex":0.00003558164,"about_ca_topic_score_gemma":0.00011443208,"teacher_disagreement_score":0.19812809,"about_ca_system_score_codex":0.000005068014,"about_ca_system_score_gemma":0.00014548145,"threshold_uncertainty_score":0.1343079},"labels":[],"label_agreement":null},{"id":"W2053642918","doi":"10.1086/664770","title":"Lack of Significant Variability among Different Methods for Calculating Antimicrobial Days of Therapy","year":2012,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Antimicrobial; Medicine; Significant difference; Internal medicine; Intensive care medicine; Statistics; Mathematics; Biology; Microbiology","score_opus":0.04286985633110067,"score_gpt":0.35656692247468635,"score_spread":0.31369706614358567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053642918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8090823,0.0014833803,0.18786164,0.00018978787,0.00083078013,0.00043243472,0.00003184025,0.000018551082,0.00006925701],"genre_scores_gemma":[0.9978822,0.00030052892,0.0015422293,0.00012255734,0.00007491205,0.00001691864,0.000018614155,0.00000939591,0.00003266109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975813,0.0011674481,0.0006701344,0.00022574129,0.0000107271935,0.00034466718],"domain_scores_gemma":[0.99593484,0.003273385,0.0004955533,0.00016389554,0.00010070691,0.00003162481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002329718,0.00016043236,0.0008457589,0.000053655473,0.00009724585,0.0000013957771,0.000057621903,0.00033377917,0.00003613051],"category_scores_gemma":[0.0013332617,0.00011266847,0.0002035863,0.000047013073,0.00056964037,0.000064151536,0.000025522068,0.00015393159,0.0000013496475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021126059,0.00029916156,0.7629429,0.0000819467,0.00027595196,2.9467937e-8,0.0001626045,0.000012552024,0.21834075,0.005001251,0.00011073976,0.012560847],"study_design_scores_gemma":[0.002161859,0.00061150093,0.9547932,0.00003278532,0.000092223905,0.0000031362288,0.000022589502,0.0001940386,0.039626017,0.0012116826,0.0010961792,0.0001547893],"about_ca_topic_score_codex":0.00045134025,"about_ca_topic_score_gemma":0.0000074401437,"teacher_disagreement_score":0.1918503,"about_ca_system_score_codex":0.0000134268885,"about_ca_system_score_gemma":0.000014704494,"threshold_uncertainty_score":0.4594487},"labels":[],"label_agreement":null},{"id":"W2058671732","doi":"10.1258/135581906775094253","title":"Impact of administrative restrictions on antibiotic use and expenditure in Ontario: time series analysis","year":2005,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bayer (Canada); University of Toronto","funders":"Bayer Canada; Bayer Fund; North Carolina State University","keywords":"Medical prescription; Nitrofurantoin; Reimbursement; Medicine; Antibiotics; Ciprofloxacin; Observational study; Liberian dollar; Defined daily dose; Pediatrics; Internal medicine; Business; Economics; Pharmacology; Finance; Health care","score_opus":0.059980796626192184,"score_gpt":0.4260625198261261,"score_spread":0.36608172319993393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058671732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586236,0.0019107187,0.0000021348137,0.0018051879,0.000027096668,0.00014349731,0.00003289481,0.000003512492,0.00021258024],"genre_scores_gemma":[0.99683607,0.0014017482,0.00012021867,0.000103309576,0.00005127864,3.4399412e-7,0.000012741233,0.0000071052364,0.0014671675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791723,0.00063271576,0.0006717129,0.00016122268,0.00014653175,0.00047056694],"domain_scores_gemma":[0.99865323,0.00030669145,0.000455913,0.00020449911,0.00028616708,0.00009350869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092502113,0.00012925724,0.00055739604,0.0015258131,0.00020404135,0.000032987115,0.00021015806,0.00015839533,0.00018302878],"category_scores_gemma":[0.000057560963,0.0000905108,0.00015717225,0.0009261091,0.00020007345,0.00035549304,0.00004826229,0.00084887876,0.000018450755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035417397,0.0018809084,0.9413948,0.00029529247,0.003009716,0.00007331774,0.02474907,0.00052968774,0.018027768,0.0006236847,0.0032140373,0.0026599744],"study_design_scores_gemma":[0.00068201695,0.0023546594,0.9923955,0.00033285777,0.000035141566,0.00006749379,0.0014345271,0.0000082214565,0.000993948,0.00003425152,0.0015913859,0.00006997674],"about_ca_topic_score_codex":0.1602068,"about_ca_topic_score_gemma":0.17706698,"teacher_disagreement_score":0.051000714,"about_ca_system_score_codex":0.00051589607,"about_ca_system_score_gemma":0.0019612825,"threshold_uncertainty_score":0.84538543},"labels":[],"label_agreement":null},{"id":"W2059002379","doi":"10.1016/s1473-3099(09)70192-6","title":"French campaign reduces antibiotic prescriptions","year":2009,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medical prescription; Quarter (Canadian coin); Antibiotic resistance; Medicine; Political science; History; Pharmacology; Microbiology; Biology","score_opus":0.01273407760127335,"score_gpt":0.24665055038797473,"score_spread":0.23391647278670138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059002379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653251,0.01207926,0.00011387741,0.0014836135,0.000824924,0.00025087091,0.00007836894,0.0004773238,0.019366655],"genre_scores_gemma":[0.99511594,0.0005231243,0.0000073652855,0.0010774005,0.00026990226,0.0000025022784,0.00003995667,0.000008187428,0.0029556516],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991045,0.00014576224,0.0001519942,0.0002072939,0.000034643144,0.00035581217],"domain_scores_gemma":[0.9993918,0.000082424114,0.00007489451,0.00038654826,0.000038542494,0.000025802829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008390103,0.00014608345,0.00025280373,0.000043676147,0.0004463414,0.000036133573,0.00025296691,0.00009048294,0.00025824024],"category_scores_gemma":[0.00007744977,0.00009107419,0.000099410725,0.00015756753,0.00023219224,0.000074361655,0.00002672934,0.0001895345,0.00052776455],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024121454,0.00224516,0.22110008,0.000107980166,0.0008218838,0.000039651663,0.0015190945,0.0001368027,0.19236933,0.0206477,0.53693646,0.023834651],"study_design_scores_gemma":[0.0014967452,0.00039637944,0.9405398,0.00015890271,0.00031738114,0.00009605339,0.00018477114,0.0000054147786,0.012386479,0.006985653,0.037025735,0.00040671503],"about_ca_topic_score_codex":0.00008600585,"about_ca_topic_score_gemma":0.000035221416,"teacher_disagreement_score":0.7194397,"about_ca_system_score_codex":0.000020854768,"about_ca_system_score_gemma":0.000044108416,"threshold_uncertainty_score":0.6783522},"labels":[],"label_agreement":null},{"id":"W2062521472","doi":"10.1007/s10096-011-1507-4","title":"Audit of antibiotic duration of therapy, appropriateness and outcome in patients with nosocomial pneumonia following the removal of an automatic stop-date policy","year":2012,"lang":"en","type":"article","venue":"European Journal of Clinical Microbiology & Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Superinfection; Pneumonia; Antibiotics; Cohort; Internal medicine; Intensive care medicine; Incidence (geometry); Immunology","score_opus":0.016080089500520287,"score_gpt":0.290449709803447,"score_spread":0.27436962030292666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062521472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99756396,0.0014637465,0.00003270592,0.00006436404,0.0005449707,0.00021512876,0.00003520011,0.000008384158,0.00007155861],"genre_scores_gemma":[0.99959666,0.0001176779,0.00007250381,0.00008157044,0.00008383581,1.7415596e-7,0.000016360107,0.000018417344,0.000012809694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591845,0.002045582,0.0016170198,0.00014972684,0.000037588015,0.00023163467],"domain_scores_gemma":[0.9973839,0.0004265033,0.0017654732,0.00022480989,0.00015186345,0.00004748323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013819482,0.00017027081,0.0007995202,0.00015443776,0.000069647,0.0000049736477,0.00023697011,0.00011009683,0.000011828462],"category_scores_gemma":[0.00048700822,0.00009691442,0.00023889077,0.00015539983,0.00075190206,0.0001439292,0.00006601281,0.00030234994,0.0000036154108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008128235,0.0014232395,0.94006276,0.00006284706,0.00045646846,0.000011210004,0.00023957399,0.0000089086025,0.050354335,0.000052078834,0.000010557973,0.006505185],"study_design_scores_gemma":[0.0049246205,0.0018349822,0.98979247,0.00019483405,0.00018696664,0.00010234085,0.00007972949,7.252696e-7,0.0026330752,0.000012385305,0.00013198415,0.00010588867],"about_ca_topic_score_codex":0.000021047761,"about_ca_topic_score_gemma":0.000006199683,"teacher_disagreement_score":0.049729697,"about_ca_system_score_codex":0.000010781163,"about_ca_system_score_gemma":0.00011292848,"threshold_uncertainty_score":0.3952055},"labels":[],"label_agreement":null},{"id":"W2062674991","doi":"10.1111/j.1475-6773.2008.00873.x","title":"Accuracy of Physician Billing Claims for Identifying Acute Respiratory Infections in Primary Care","year":2008,"lang":"en","type":"article","venue":"Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Primary care; Intensive care medicine; MEDLINE; Acute care; Family medicine; Medical emergency; Emergency medicine; Health care","score_opus":0.08644478873135603,"score_gpt":0.41611165073168094,"score_spread":0.3296668620003249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062674991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97622395,0.021848783,0.000089407404,0.00015431165,0.00022728882,0.00078091474,0.00006570687,0.000029935063,0.00057969627],"genre_scores_gemma":[0.99559563,0.0033088403,0.00010695344,0.0005855231,0.00005277479,0.000036343914,0.000114510374,0.00001885724,0.00018058538],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982749,0.00031814812,0.00041200288,0.00029384263,0.00009749715,0.0006035781],"domain_scores_gemma":[0.99874103,0.00041773973,0.000196284,0.00030091775,0.0003089427,0.000035080855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006077915,0.00010264581,0.00030885966,0.00036319176,0.0007812985,0.000007887239,0.0002597803,0.00016902207,0.000012087886],"category_scores_gemma":[0.000010935782,0.000092262526,0.0000711135,0.0005645066,0.00021375233,0.00014082174,0.00010639871,0.00046918428,0.000052676416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001641679,0.001701298,0.18543284,0.04094763,0.0005773207,0.000056685494,0.101245895,0.00009665414,0.6152393,0.0014382412,0.0027438267,0.04887859],"study_design_scores_gemma":[0.010958909,0.0033637115,0.61964965,0.008746394,0.000055142373,0.000054204967,0.051944565,0.000071891125,0.17500794,0.00083545287,0.12832817,0.0009839517],"about_ca_topic_score_codex":0.0012312742,"about_ca_topic_score_gemma":0.0015156604,"teacher_disagreement_score":0.4402314,"about_ca_system_score_codex":0.00017068088,"about_ca_system_score_gemma":0.00068017363,"threshold_uncertainty_score":0.60091954},"labels":[],"label_agreement":null},{"id":"W2062837642","doi":"10.1016/j.ijantimicag.2013.04.013","title":"Short-course therapy for severe infections","year":2013,"lang":"en","type":"review","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Short course; Medicine; Pneumonia; Intensive care medicine; Meningitis; Antibiotics; Antimicrobial; Antibiotic therapy; Pediatrics; Internal medicine; Biology; Microbiology","score_opus":0.05030725031014869,"score_gpt":0.3590970992206302,"score_spread":0.3087898489104815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062837642","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00083780795,0.98770803,0.0003848802,0.00016939176,0.009802795,0.0005916066,0.00029001114,0.000016322621,0.00019915974],"genre_scores_gemma":[0.0014771059,0.994273,0.00015637586,0.00017803916,0.00063973025,0.000006782234,0.00022315633,0.000043830445,0.003001956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984111,0.00011209034,0.00092843664,0.00021330311,0.00008455334,0.00025048127],"domain_scores_gemma":[0.99822575,0.00014285481,0.00082238775,0.00015206871,0.00062421005,0.00003272377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019117,0.00032213182,0.0009872704,0.00026827204,0.000109131295,0.0000670463,0.0008174348,0.00045755703,0.00050829654],"category_scores_gemma":[0.00004314523,0.00022749555,0.0010890061,0.00008313023,0.00011644343,0.00015901118,0.00007199808,0.0004815758,0.00031883531],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007378304,0.00066973676,0.000053704247,0.00050769985,0.0048936424,0.00003145026,0.00004233426,0.0000024841365,0.000403465,0.000056480632,0.20137843,0.7918868],"study_design_scores_gemma":[0.0007944865,0.000118140095,0.000034185327,0.004409309,0.00043930882,0.0013654835,0.0000087538,1.2958799e-7,0.00019922182,0.000016890053,0.9923806,0.00023349171],"about_ca_topic_score_codex":0.000009705101,"about_ca_topic_score_gemma":0.0000027582391,"teacher_disagreement_score":0.7916533,"about_ca_system_score_codex":0.000093661256,"about_ca_system_score_gemma":0.00032070262,"threshold_uncertainty_score":0.9276999},"labels":[],"label_agreement":null},{"id":"W2062848282","doi":"10.1086/665324","title":"Use of a Structured Panel Process to Define Quality Metrics for Antimicrobial Stewardship Programs","year":2012,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital; Canadian Patient Safety Institute; University of Toronto; University Health Network; Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Antimicrobial stewardship; Medicine; Delphi method; Intensive care medicine; Public health; Health care; Pneumonia; Stewardship (theology); Antibiotic resistance; Nursing; Internal medicine; Antibiotics","score_opus":0.08221931802437617,"score_gpt":0.33295974636960074,"score_spread":0.2507404283452246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062848282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731566,0.0015365694,0.022174256,0.0008547481,0.0011911113,0.00089756225,0.00011717349,0.000055409768,0.000016572998],"genre_scores_gemma":[0.99808294,0.00008952555,0.00079647114,0.00069593044,0.00011278699,0.000042206586,0.00006670844,0.00001371117,0.00009969744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813825,0.00039865627,0.0006216716,0.00029225647,0.000021798167,0.0005273485],"domain_scores_gemma":[0.9979352,0.0012606501,0.00036161792,0.00016594441,0.00020742971,0.00006916655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001092432,0.00019520664,0.00076603703,0.00012911101,0.00013689812,0.0000066626667,0.00007051978,0.00039819558,0.0000106084535],"category_scores_gemma":[0.0029541056,0.00014978314,0.00015367568,0.00017990243,0.00025026896,0.00014380594,0.000029916386,0.00017371276,0.000010292594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007488781,0.0004181806,0.9478159,0.0002467742,0.0003610257,1.9503156e-7,0.00033705472,0.000030331808,0.023591343,0.0063820365,0.0009371795,0.019131094],"study_design_scores_gemma":[0.0029137866,0.0016133318,0.97008955,0.000057718968,0.00020702236,0.000028711422,0.00006657315,0.000022848546,0.006647634,0.0008378664,0.017121451,0.00039351237],"about_ca_topic_score_codex":0.0006507636,"about_ca_topic_score_gemma":0.00009974563,"teacher_disagreement_score":0.024926366,"about_ca_system_score_codex":0.000019681294,"about_ca_system_score_gemma":0.000029940597,"threshold_uncertainty_score":0.6107979},"labels":[],"label_agreement":null},{"id":"W2063090326","doi":"10.1093/eurpub/cki080","title":"Antibiotic prescription in primary health care: clinical and economic perspectives (Catalonia, Spain)","year":2005,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer; Universitat Autònoma de Barcelona","keywords":"Medical prescription; Primary care; Primary health care; Medicine; Antibiotics; Family medicine; Environmental health; Nursing","score_opus":0.029498794584563583,"score_gpt":0.2963634324328062,"score_spread":0.26686463784824266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063090326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88591087,0.07554666,0.001129282,0.03471581,0.0007727509,0.0002000864,0.000016343723,0.00002344806,0.0016847609],"genre_scores_gemma":[0.9901031,0.006619103,0.0009139291,0.0017285034,0.00032570367,6.102085e-8,0.000013377456,0.000020840522,0.0002753675],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99409693,0.004042259,0.0011163983,0.00025532662,0.00004368303,0.0004453955],"domain_scores_gemma":[0.99885994,0.00007342773,0.00067388726,0.00017703391,0.000061852224,0.00015384995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008008223,0.00013583628,0.0004846102,0.00021896456,0.00014575601,0.00003515825,0.0002120008,0.000056121127,0.000039151662],"category_scores_gemma":[0.00009689014,0.00011444633,0.0000926619,0.00007203711,0.00028954563,0.00027467986,0.000060109018,0.00059894467,0.00011642997],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015901886,0.0008980434,0.12834309,0.00033886527,0.00024665167,0.00007111493,0.02148873,0.0000128239835,0.00050258817,0.0017614148,0.025753591,0.8204241],"study_design_scores_gemma":[0.002450634,0.001129353,0.83101374,0.00015904722,0.0000059276163,0.00028884338,0.0035412388,0.000002474643,0.000015180185,0.00000286841,0.16125545,0.00013522555],"about_ca_topic_score_codex":0.000076168115,"about_ca_topic_score_gemma":0.00023204871,"teacher_disagreement_score":0.82028884,"about_ca_system_score_codex":0.00039389564,"about_ca_system_score_gemma":0.0011587,"threshold_uncertainty_score":0.4666986},"labels":[],"label_agreement":null},{"id":"W2067983150","doi":"10.1016/j.ccc.2010.09.008","title":"Antimicrobial Therapy for Life-threatening Infections: Speed is Life","year":2010,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Medicine; Intensive care medicine; Psychological intervention; Antimicrobial; Health care; Myocardial infarction; Resuscitation; Critical appraisal; Medical emergency; Emergency medicine; Nursing; Alternative medicine; Internal medicine","score_opus":0.0851045776964534,"score_gpt":0.4110036304888925,"score_spread":0.3258990527924391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067983150","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008911421,0.99122787,0.00031884143,0.0002383302,0.005995409,0.00094764616,0.0006957255,0.00012842161,0.00035866853],"genre_scores_gemma":[0.00038674052,0.99538106,0.00027549503,0.0016086851,0.0008061718,0.000025535473,0.0006384236,0.000105924286,0.0007719542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973217,0.00022500994,0.0010355044,0.0007450635,0.000042673968,0.0006300387],"domain_scores_gemma":[0.9964239,0.0022079183,0.0002212676,0.00060049846,0.000428831,0.00011761273],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002826644,0.0005401515,0.0019700648,0.00012978559,0.00046945727,0.000065262386,0.00041902132,0.0026161661,0.00040410165],"category_scores_gemma":[0.0026078552,0.00042271544,0.0013051686,0.00016653039,0.00073694804,0.00005811693,0.000101088226,0.0016414452,0.0007503153],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012939218,0.00048300702,0.00006825715,0.021034189,0.00075127033,0.000015143027,0.00025756712,7.44351e-8,0.00005531131,0.0023681864,0.027027205,0.9478104],"study_design_scores_gemma":[0.0007496174,0.00027982652,0.0000026067423,0.003253243,0.00097327115,0.00003926343,0.00009660575,2.8332755e-7,0.000057172885,0.000071911534,0.9939671,0.0005090587],"about_ca_topic_score_codex":0.0000064193396,"about_ca_topic_score_gemma":0.000004762752,"teacher_disagreement_score":0.9669399,"about_ca_system_score_codex":0.00003417303,"about_ca_system_score_gemma":0.0009066632,"threshold_uncertainty_score":0.99982244},"labels":[],"label_agreement":null},{"id":"W2069073225","doi":"10.1136/ebn.11.2.46","title":"Review: delayed or immediate antibiotic prescriptions have similar clinical outcomes in respiratory infectionsCommentary","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Sore throat; Medicine; Respiratory tract infections; Medical prescription; Cochrane Library; Upper respiratory infections; Common cold; MEDLINE; Malaise; Intensive care medicine; Upper respiratory tract infection; Randomized controlled trial; Otitis; Pediatrics; Internal medicine; Surgery; Respiratory system","score_opus":0.0886363580258411,"score_gpt":0.3624058962999581,"score_spread":0.273769538274117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069073225","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066651073,0.35547137,0.0003534001,0.62674236,0.007967261,0.0021328204,0.00018761253,0.0002532469,0.00022679157],"genre_scores_gemma":[0.0067661656,0.08604767,0.00024258308,0.90218097,0.0011220638,0.000029584518,0.0005765151,0.00011928432,0.0029151526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935348,0.0026354492,0.0017370386,0.0010236981,0.00016339344,0.0009055968],"domain_scores_gemma":[0.99551564,0.0025445293,0.00068361027,0.0010589004,0.00014007032,0.000057246503],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011381349,0.00067491137,0.001548904,0.00052833266,0.00045109473,0.000031083124,0.00059411704,0.001812472,0.00041134938],"category_scores_gemma":[0.0011711038,0.0005352732,0.0006749818,0.0003964256,0.0011687495,0.000312403,0.00006347507,0.00408532,0.0004248472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017855101,0.0003758515,0.042909037,0.0008431085,0.00024698026,0.00053850684,0.00005489004,0.000004749578,0.00017600076,5.375961e-7,0.9525194,0.0021523733],"study_design_scores_gemma":[0.0021660964,0.00092231453,0.027799685,0.0892981,0.00088357733,0.00009628772,0.0000653975,0.000008037321,0.00060238305,0.000017051765,0.87706196,0.0010790892],"about_ca_topic_score_codex":0.00024906645,"about_ca_topic_score_gemma":0.0001731862,"teacher_disagreement_score":0.27543858,"about_ca_system_score_codex":0.0004270136,"about_ca_system_score_gemma":0.00084556284,"threshold_uncertainty_score":0.9997099},"labels":[],"label_agreement":null},{"id":"W2071714106","doi":"10.1111/zph.12192","title":"The Establishment of the Colombian Integrated Program for Antimicrobial Resistance Surveillance (COIPARS): A Pilot Project on Poultry Farms, Slaughterhouses and Retail Market","year":2015,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Instituto Colombiano Agropecuario; Centers for Disease Control and Prevention; Instituto Nacional de Salud","keywords":"Poultry farming; Business; Epidemiological surveillance; Retail trade; Veterinary medicine; Medicine; Commerce; Epidemiology","score_opus":0.049649779581095364,"score_gpt":0.2899520406448181,"score_spread":0.24030226106372274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071714106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95522225,0.011580927,0.00006333773,0.026821911,0.00090173876,0.0030482484,0.0004887404,0.00010981632,0.0017630252],"genre_scores_gemma":[0.9920326,0.002227885,0.00022388183,0.00085820624,0.000031625226,0.00004581051,0.00004492844,0.000019396231,0.0045156665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998147,0.0005116645,0.00040326422,0.00033760502,0.00006193553,0.000538507],"domain_scores_gemma":[0.99873716,0.00036875875,0.00030881428,0.00033681013,0.00018131848,0.00006714002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013108308,0.00019082522,0.000348413,0.000047634243,0.0005703362,0.00010328687,0.00026054555,0.00010132352,0.000005805492],"category_scores_gemma":[0.00036316583,0.00010108984,0.000050916187,0.00022970472,0.00060457096,0.00007142764,0.00007930803,0.0002257118,0.0000011395971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052267965,0.0016530463,0.103789054,0.0011614383,0.0004776456,0.0000023219516,0.0024253516,4.2297853e-7,0.0013328183,0.009072679,0.77597576,0.098882675],"study_design_scores_gemma":[0.002034705,0.001425722,0.029695068,0.00021272652,0.000011482111,0.000015777998,0.0026958303,0.0000058961355,0.00035785607,0.000085461244,0.96327466,0.00018479317],"about_ca_topic_score_codex":0.00096039125,"about_ca_topic_score_gemma":0.0044306777,"teacher_disagreement_score":0.18729894,"about_ca_system_score_codex":0.00005584833,"about_ca_system_score_gemma":0.00083033444,"threshold_uncertainty_score":0.43866223},"labels":[],"label_agreement":null},{"id":"W2072064898","doi":"10.1016/s0123-9392(13)70730-6","title":"Costos en pacientes con infección por Acinetobacter baumannii en Colombia","year":2013,"lang":"es","type":"article","venue":"Infectio","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Acinetobacter baumannii; Medicine; Humanities; Philosophy; Biology","score_opus":0.0040102756152280645,"score_gpt":0.22003230160250808,"score_spread":0.21602202598728001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072064898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98075485,0.0021484888,0.00010404549,0.0010269155,0.00209722,0.0008083364,0.000065289445,0.00016689065,0.012827988],"genre_scores_gemma":[0.9792002,0.0010598019,0.000023127861,0.0007259448,0.0002558729,0.000029833247,0.00009503753,0.000043298187,0.018566871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769443,0.00048924476,0.0005054567,0.0005298237,0.00006565482,0.0007154023],"domain_scores_gemma":[0.9984605,0.000518238,0.00024907285,0.0004884481,0.00020075754,0.00008303698],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002589755,0.00042522233,0.0005651438,0.00017730033,0.00034967344,0.00013504285,0.00027166857,0.0009058542,0.008235279],"category_scores_gemma":[0.00020891952,0.0003630713,0.00021201475,0.00021787033,0.00045348585,0.00030257367,0.00018622188,0.00071823294,0.017059183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014987824,0.00073724345,0.561363,0.00025803776,0.0009963434,0.00002623687,0.0014898027,0.0000039512233,0.34250405,0.0030052415,0.08266844,0.0067977956],"study_design_scores_gemma":[0.0015786112,0.0007950866,0.6172826,0.00027468294,0.00015402495,0.00012410738,0.00028260305,0.0000062513805,0.027900098,0.00013221183,0.35097608,0.00049364957],"about_ca_topic_score_codex":0.0010598403,"about_ca_topic_score_gemma":0.00013081665,"teacher_disagreement_score":0.31460395,"about_ca_system_score_codex":0.00011506249,"about_ca_system_score_gemma":0.00011372783,"threshold_uncertainty_score":0.9998821},"labels":[],"label_agreement":null},{"id":"W2072114933","doi":"10.1177/0885066614541922","title":"A National Survey of Critical Care Physicians’ Knowledge, Attitudes, and Perceptions of Antimicrobial Stewardship Programs","year":2014,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Pfizer Canada","keywords":"Antimicrobial stewardship; Medicine; Likert scale; Family medicine; CLARITY; Intensive care; Rapid response team; Accreditation; Health care; Cronbach's alpha; Nursing; Autonomy; Scale (ratio); Medical education; Antibiotic resistance; Emergency medicine; Intensive care medicine; Psychology","score_opus":0.024814678463817217,"score_gpt":0.32761168467798857,"score_spread":0.3027970062141713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072114933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836825,0.013362926,0.0005548812,0.0007952394,0.0010496677,0.000102805585,0.000056021527,0.0000049753653,0.00039097137],"genre_scores_gemma":[0.9991716,0.00013685756,0.00012218497,0.00029723963,0.00015215855,3.1302574e-7,0.000057043668,0.000008946868,0.000053641514],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99889517,0.0002479436,0.00050401344,0.00011962293,0.000091157,0.00014212358],"domain_scores_gemma":[0.9815904,0.00037674667,0.00029890542,0.00009146986,0.017614754,0.00002774213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035072467,0.00011966532,0.0005678907,0.00013860918,0.00006207455,0.0000025180204,0.00012802293,0.00013306152,0.000036838665],"category_scores_gemma":[0.0033496926,0.000083083854,0.00009211559,0.00012718687,0.0013711943,0.00004094037,0.000036085083,0.00027547125,0.0000034435966],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009897838,0.0005612207,0.2267464,0.0031807392,0.0007145853,0.000017712016,0.040142667,0.0000032236223,0.69340146,0.0009766843,0.020092923,0.013172621],"study_design_scores_gemma":[0.004158999,0.0040302915,0.85930794,0.006148481,0.00043628365,0.00040761664,0.092789076,0.000002449774,0.031170104,0.00005579212,0.0012369398,0.00025602654],"about_ca_topic_score_codex":0.00009240529,"about_ca_topic_score_gemma":0.0002114694,"teacher_disagreement_score":0.6622313,"about_ca_system_score_codex":0.000033898472,"about_ca_system_score_gemma":0.00014304076,"threshold_uncertainty_score":0.5052222},"labels":[],"label_agreement":null},{"id":"W2072259125","doi":"10.1177/1715163513486864","title":"How the threat of antibiotic apocalypse helped a pharmacist find her voice","year":2013,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pharmacist; Medicine; Antibiotics; Audiology; Intensive care medicine; Pharmacy; Family medicine; Microbiology; Biology","score_opus":0.025654029582788358,"score_gpt":0.23255438077522372,"score_spread":0.20690035119243536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072259125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820342,0.010367397,0.000088984685,0.001123556,0.0035993028,0.0006840312,0.0004499821,0.000028897615,0.0016236326],"genre_scores_gemma":[0.983628,0.003850256,0.000045569755,0.0018542527,0.00034564474,0.0000071229615,0.000040423703,0.000056260047,0.010172488],"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","domain_scores_codex":[0.9970994,0.00035764332,0.00063318276,0.00043558097,0.00018918386,0.0012850103],"domain_scores_gemma":[0.9976551,0.00020920741,0.00044570226,0.00042519323,0.00063522696,0.0006295892],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045111662,0.00047498778,0.00056778995,0.00025358394,0.0012027288,0.0002123921,0.0010928846,0.00015511703,0.0018622086],"category_scores_gemma":[0.00015065371,0.00035395919,0.00025848157,0.0005828194,0.0008858463,0.00042019354,0.000069950045,0.00102598,0.00018546189],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034420667,0.00027710243,0.009412703,0.0007129791,0.0023492158,0.015214894,0.0028709753,0.00018832333,0.552725,0.00023473227,0.32649603,0.08917383],"study_design_scores_gemma":[0.007827807,0.00017985786,0.0007741269,0.00016929934,0.0008767992,0.43142095,0.00031429992,0.0006925378,0.25749612,0.00017398557,0.29836652,0.0017076836],"about_ca_topic_score_codex":0.039509002,"about_ca_topic_score_gemma":0.04704679,"teacher_disagreement_score":0.41620606,"about_ca_system_score_codex":0.0006629345,"about_ca_system_score_gemma":0.0021177356,"threshold_uncertainty_score":0.9998912},"labels":[],"label_agreement":null},{"id":"W2072414786","doi":"10.7326/m13-3016","title":"Antibiotic Self-stewardship: Trainee-Led Structured Antibiotic Time-outs to Improve Antimicrobial Use","year":2014,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antibiotics; Antimicrobial; Antibiotic Stewardship; Intensive care medicine; Antibiotic resistance; Microbiology","score_opus":0.013139373420328736,"score_gpt":0.26665170456073883,"score_spread":0.2535123311404101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072414786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900382,0.00049290416,0.0007773636,0.0029810984,0.0025940824,0.0004266738,0.000070342496,0.00011974199,0.0024995927],"genre_scores_gemma":[0.9850296,0.000076237055,0.0005152596,0.0038680418,0.0003260232,4.5567276e-7,0.000037327303,0.00004408912,0.010103005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99758327,0.00023979861,0.00081894774,0.0005647421,0.00013454408,0.0006587114],"domain_scores_gemma":[0.9982783,0.00030335822,0.00037825748,0.0005778791,0.00033020554,0.00013197823],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056046736,0.00041414643,0.0009899399,0.000327635,0.00011046701,0.00001932285,0.0005687013,0.00033760484,0.00069832103],"category_scores_gemma":[0.0007816107,0.00030118853,0.00020439977,0.00027005377,0.00044878168,0.00013179508,0.00013177538,0.00039944865,0.00062407576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005779061,0.00018461344,0.0027000231,0.00019232385,0.0005223972,0.000020449934,0.0007487451,0.0000034031384,0.9555053,0.00022993702,0.03663294,0.0026819275],"study_design_scores_gemma":[0.0025029404,0.002200188,0.02402362,0.0016691429,0.00016700393,0.00011741779,0.000115255076,0.000026417734,0.95284206,0.000067697394,0.015846435,0.000421811],"about_ca_topic_score_codex":0.00035424542,"about_ca_topic_score_gemma":0.000037859936,"teacher_disagreement_score":0.021323597,"about_ca_system_score_codex":0.000018344272,"about_ca_system_score_gemma":0.000049395407,"threshold_uncertainty_score":0.99994403},"labels":[],"label_agreement":null},{"id":"W207335818","doi":"10.1155/2014/248598","title":"Longitudinal Surveillance of Outpatient Tetracycline, Sulfonamide‐Trimethoprim and ‘Other’ Antimicrobial Use in Canada, 1995 to 2010","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Université de Montréal; Hôpital Maisonneuve-Rosemont; BC Centre for Disease Control; University of British Columbia; Public Health Agency of Canada","funders":"","keywords":"Sulfonamide; Tetracycline; Trimethoprim; Antimicrobial; Sulfamethoxazole; Medicine; Environmental health; Antibiotics; Microbiology; Chemistry; Biology","score_opus":0.006605419927226549,"score_gpt":0.2100397123955141,"score_spread":0.20343429246828756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W207335818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941779,0.0035459583,0.0001834626,0.00053276226,0.0011605074,0.000109049724,0.0002578181,0.0000024679955,0.00003010215],"genre_scores_gemma":[0.99836653,0.00021794565,0.000034321853,0.0012467992,0.000056627552,5.7117586e-7,0.000011620082,0.000011048921,0.000054545682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985099,0.00026902944,0.0005671299,0.00021749502,0.000032444106,0.00040404306],"domain_scores_gemma":[0.99867415,0.00043531228,0.00023294483,0.00012406708,0.00012341423,0.0004100848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034492154,0.00016810067,0.0005617614,0.00025622023,0.00008468441,0.000010030699,0.00014856382,0.00022849687,0.00015821372],"category_scores_gemma":[0.0010978183,0.00013578418,0.00006436723,0.00013246245,0.000450601,0.000039271938,0.000033405675,0.0003558573,0.0000031190177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011122513,0.000058032307,0.9839918,0.000050961484,0.00009761896,0.000060717794,0.00006812588,0.000011074225,0.008139974,0.000107276086,0.004428987,0.0028742207],"study_design_scores_gemma":[0.002007007,0.0005115897,0.96738505,0.00029753262,0.00005189706,0.0010443894,0.00006708519,0.0000036069016,0.0010120795,0.000030142737,0.027359128,0.00023050731],"about_ca_topic_score_codex":0.7755669,"about_ca_topic_score_gemma":0.974877,"teacher_disagreement_score":0.19931012,"about_ca_system_score_codex":0.0001455116,"about_ca_system_score_gemma":0.0022147957,"threshold_uncertainty_score":0.55371183},"labels":[],"label_agreement":null},{"id":"W2073646785","doi":"10.1016/j.jval.2012.08.387","title":"PIN18 Antimicrobial Resistance (AMR) in Thailand: A Systematic Review","year":2012,"lang":"en","type":"review","venue":"Value in Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Antibiotic resistance; CLARITY; Epidemiology; Intensive care medicine; Environmental health; Health care; Economic growth; Pathology; Antibiotics","score_opus":0.06234755627801146,"score_gpt":0.32160753529680125,"score_spread":0.2592599790187898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073646785","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003224836,0.9941246,0.0000061702885,0.00022520711,0.0009427161,0.0040892456,0.00008521583,0.00004499872,0.00047865516],"genre_scores_gemma":[0.000038059603,0.9947853,0.00006244406,0.00056031084,0.000057393576,0.000095540585,0.00017675437,0.00006123487,0.0041629397],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9925811,0.0031836503,0.0025537417,0.0006094436,0.00007335859,0.0009987014],"domain_scores_gemma":[0.9973069,0.0004712434,0.0012846363,0.0008528809,0.000027444465,0.000056891422],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027892676,0.00056250935,0.0052989954,0.00036724162,0.00010323304,0.000011766996,0.00058629643,0.00067701703,0.00008032093],"category_scores_gemma":[0.00020714938,0.00041246566,0.00040670694,0.0007031342,0.000121654484,0.000067709865,0.00009466892,0.0011076849,0.0010432544],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008317947,0.00012847794,0.0000129956925,0.9936147,0.000080803366,0.000019738349,0.000109383654,2.2961869e-7,4.0082568e-7,0.000380901,0.0035304145,0.0021136885],"study_design_scores_gemma":[0.0001879405,0.000016239315,0.000003229261,0.6048177,0.00024424895,0.0000658143,0.000008115073,7.020997e-8,3.3131317e-7,0.000006540339,0.3944117,0.00023807176],"about_ca_topic_score_codex":0.00070387515,"about_ca_topic_score_gemma":0.00039961952,"teacher_disagreement_score":0.3908813,"about_ca_system_score_codex":0.00044814672,"about_ca_system_score_gemma":0.0008544111,"threshold_uncertainty_score":0.9998327},"labels":[],"label_agreement":null},{"id":"W2073808707","doi":"10.1016/s0277-9536(99)00304-4","title":"Family self-medication and antibiotics abuse for children and juveniles in a Chinese city","year":2000,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":164,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Logistic regression; Self-medication; Demography; Pediatrics; Family medicine; Psychiatry; Internal medicine","score_opus":0.006399455449854195,"score_gpt":0.26485394061354683,"score_spread":0.2584544851636926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073808707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963791,0.0020065715,0.00003547505,0.000740102,0.0001314473,0.00022806537,0.000009072474,0.000026601541,0.00044358295],"genre_scores_gemma":[0.99813974,0.0011742882,0.000059408136,0.0003116851,0.00009586358,5.9915436e-7,0.000015077493,0.0000039398083,0.00019941317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925256,0.000027297552,0.00016287625,0.0002550536,0.000057398705,0.00024480367],"domain_scores_gemma":[0.99976456,0.0000529018,0.000049292357,0.00007317778,0.000030049168,0.00002999193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004568178,0.00009116796,0.00019664814,0.00007349841,0.00038424216,0.000007544318,0.00012519123,0.00010931069,0.000040173076],"category_scores_gemma":[0.000060775732,0.000063207386,0.000013715653,0.0002815497,0.0018546222,0.00008300194,0.000013325003,0.00010697933,0.0000034132734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015273844,0.00021092128,0.7400924,0.000054036198,0.000044558758,0.0000028594345,0.03619417,2.0437722e-7,0.17021163,0.0010721403,0.0012878533,0.050676506],"study_design_scores_gemma":[0.001448927,0.00009521453,0.99591494,0.00005033862,0.00002120991,0.000010007672,0.0003538741,0.0000075180683,0.0006187897,0.0003328467,0.0010560032,0.00009036243],"about_ca_topic_score_codex":0.00019701326,"about_ca_topic_score_gemma":0.000059368394,"teacher_disagreement_score":0.2558225,"about_ca_system_score_codex":0.000020569418,"about_ca_system_score_gemma":0.000055473996,"threshold_uncertainty_score":0.6833433},"labels":[],"label_agreement":null},{"id":"W2074768816","doi":"10.1159/000238928","title":"Outcome of a Ceftriaxone/Cefotaxime Interchange Programme in a Major Teaching Hospital","year":2009,"lang":"en","type":"article","venue":"Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cefotaxime; Ceftriaxone; Formulary; Medicine; Cephalosporin; Antibiotics; Nursing; Microbiology; Biology","score_opus":0.01646731041125983,"score_gpt":0.26829817247090115,"score_spread":0.25183086205964134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074768816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398917,0.0019414381,0.00022683619,0.0015406576,0.00022823008,0.00031266734,0.000004599242,0.000051104296,0.0017052841],"genre_scores_gemma":[0.9967665,0.00006644758,0.00058122445,0.0004320285,0.000030995805,0.000003083447,0.000009763893,0.000011977543,0.0020979464],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908525,0.00005766934,0.00030936662,0.00020689757,0.000026138616,0.00031469893],"domain_scores_gemma":[0.9996243,0.000031004474,0.000105716936,0.00020635719,0.000017985009,0.000014648183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021459805,0.00014046546,0.00032014598,0.000098699646,0.00003825445,0.0000061256637,0.00019758468,0.00017698084,0.0001116666],"category_scores_gemma":[0.000029568171,0.00011241829,0.00010182354,0.00009543067,0.00009959624,0.000048012298,0.000015289274,0.0002793908,0.000048309397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007905714,0.0025649483,0.117233545,0.000103788734,0.00024134973,0.000029690658,0.011963749,2.88469e-7,0.66370445,0.003044931,0.0030120546,0.19731066],"study_design_scores_gemma":[0.026402043,0.0044570984,0.32458043,0.0009793898,0.0000790741,0.00008916604,0.004211253,0.000015724025,0.5402133,0.0035039647,0.09390689,0.0015616778],"about_ca_topic_score_codex":0.00010282302,"about_ca_topic_score_gemma":0.000029988798,"teacher_disagreement_score":0.20734689,"about_ca_system_score_codex":0.000032389024,"about_ca_system_score_gemma":0.000014074349,"threshold_uncertainty_score":0.45842847},"labels":[],"label_agreement":null},{"id":"W2075934130","doi":"10.2310/8000.2013.131349","title":"Epidemiology and outcomes of bloodstream infections in patients discharged from the emergency department","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; McGill University; McGill University Health Centre; University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Antibiotics; Medical record; Epidemiology; Emergency medicine; Bacteremia; Population; Retrospective cohort study; Intensive care medicine; Internal medicine; Environmental health","score_opus":0.05817398227019625,"score_gpt":0.3162511624111129,"score_spread":0.25807718014091663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075934130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97222537,0.018637752,0.000026328898,0.0026538111,0.006071435,0.00009931397,0.000044112767,0.0000014989649,0.00024037252],"genre_scores_gemma":[0.9983889,0.0010735882,0.000013524012,0.00006940463,0.00008808834,8.912988e-7,0.000026603908,0.000005809022,0.00033321377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998524,0.00025711086,0.00085135474,0.000100184196,0.000034451838,0.00023288724],"domain_scores_gemma":[0.9990174,0.00013223074,0.00039154768,0.00014250292,0.00016490018,0.00015139996],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060924195,0.000109250126,0.00043648828,0.00011950364,0.00007867418,2.5012608e-7,0.00015160156,0.00009782712,0.0011779405],"category_scores_gemma":[0.0016267471,0.00006081776,0.000063180436,0.0001404815,0.00020859177,0.000042162246,0.000011871604,0.00021582548,0.000007725327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017251525,0.00005161116,0.9811302,0.000004272727,0.0001734001,0.0000023063376,0.00084721594,0.0000012100849,0.000093680355,0.00015082792,0.01732706,0.00020100738],"study_design_scores_gemma":[0.0012731762,0.000415806,0.98674023,0.00006360876,0.000097922406,0.0000028112165,0.00068339956,2.722135e-7,0.00004651771,0.0008201162,0.009795165,0.000060993407],"about_ca_topic_score_codex":0.020039374,"about_ca_topic_score_gemma":0.07045561,"teacher_disagreement_score":0.050416235,"about_ca_system_score_codex":0.000031392476,"about_ca_system_score_gemma":0.00020100789,"threshold_uncertainty_score":0.9997351},"labels":[],"label_agreement":null},{"id":"W2076240921","doi":"10.1007/s001340051115","title":"Antibiotic usage and prescribing policies in the intensive care unit","year":2000,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Anesthesiology; Pain medicine; Intensive care unit; Antibiotics; Intensive care medicine; Intensive care; Medical emergency; Emergency medicine; Anesthesia","score_opus":0.04610947435868666,"score_gpt":0.323255303702815,"score_spread":0.27714582934412835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076240921","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001882188,0.99307877,0.0000022113766,0.00070268166,0.0009200845,0.0010178882,0.00010704173,0.000039721428,0.0022494406],"genre_scores_gemma":[0.018520188,0.97509915,0.0000028725838,0.0046604886,0.00019164817,0.000008368967,0.000607588,0.00005117196,0.0008585035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741846,0.0005824003,0.00072118663,0.00061624526,0.00009412842,0.0005675746],"domain_scores_gemma":[0.99631685,0.00068909675,0.00028738735,0.0006242838,0.002044678,0.00003773295],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016718694,0.0006374185,0.0021465712,0.0004060592,0.00022364227,0.000019828598,0.0005505111,0.0006739778,0.00012115289],"category_scores_gemma":[0.0013545909,0.0003424464,0.00022837697,0.00042194774,0.0016212009,0.000042803058,0.00014740993,0.0013078278,0.0001311058],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011369746,0.000023419165,0.0007401554,0.024974762,0.00088964717,0.0011580992,0.15942053,2.6993638e-7,0.00016473763,0.0002495222,0.019549452,0.7927157],"study_design_scores_gemma":[0.0005264761,0.00024555,0.00019613262,0.040143702,0.000857788,0.0006232326,0.2592597,2.8627012e-8,0.000031300893,0.000005680629,0.69782543,0.0002849773],"about_ca_topic_score_codex":0.0009283387,"about_ca_topic_score_gemma":0.00032928342,"teacher_disagreement_score":0.7924307,"about_ca_system_score_codex":0.000086596134,"about_ca_system_score_gemma":0.00016741708,"threshold_uncertainty_score":0.9999028},"labels":[],"label_agreement":null},{"id":"W2079353475","doi":"10.1016/j.phclin.2013.03.003","title":"Évolution du modèle de pratique pharmaceutique en infectiologie : 30 ans de recul","year":2013,"lang":"fr","type":"article","venue":"Le Pharmacien Hospitalier et Clinicien","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Physics","score_opus":0.035367370508656445,"score_gpt":0.3314380999955995,"score_spread":0.296070729486943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079353475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9138989,0.01366164,0.015599586,0.036376294,0.004002271,0.0012885492,0.0001256803,0.0002800478,0.014767041],"genre_scores_gemma":[0.9470692,0.02369844,0.0010998055,0.012412394,0.0005238498,0.000101359445,0.00007039787,0.00006839268,0.014956134],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99416596,0.0025083476,0.0008633894,0.0008506704,0.00009618755,0.0015154621],"domain_scores_gemma":[0.99771863,0.0008668734,0.00041688047,0.0005098308,0.0002603518,0.00022742033],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026981796,0.00052689714,0.0006307489,0.00013884058,0.00049244345,0.00009878423,0.0007014689,0.0011498402,0.0028832296],"category_scores_gemma":[0.00071984617,0.0005174559,0.00036785903,0.00036941294,0.0013100847,0.00070898584,0.00029057235,0.0016524582,0.002881094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034771874,0.005336075,0.25981352,0.00081381795,0.0019046738,0.00025277564,0.017225703,0.0016969343,0.48383257,0.03221923,0.15938959,0.037167396],"study_design_scores_gemma":[0.0077097383,0.0015014743,0.09581551,0.00055749726,0.0006806545,0.00078746217,0.002326809,0.006930473,0.22684054,0.006504759,0.64823073,0.0021143435],"about_ca_topic_score_codex":0.00294829,"about_ca_topic_score_gemma":0.000060043996,"teacher_disagreement_score":0.48884115,"about_ca_system_score_codex":0.00045999233,"about_ca_system_score_gemma":0.001431068,"threshold_uncertainty_score":0.9997277},"labels":[],"label_agreement":null},{"id":"W2080044886","doi":"10.5430/jha.v2n4p62","title":"Failure of a pharmacist-initiated antimicrobial step-down protocol to impact physician prescribing behavior or patient outcomes: A quasi-experimental, cross-over study","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"American College of Clinical Pharmacy","keywords":"Medicine; Antimicrobial; Protocol (science); Pharmacist; Clinical pharmacy; Internal medicine; Emergency medicine; Pharmacy; Family medicine; Alternative medicine","score_opus":0.024105266419252636,"score_gpt":0.35911312699761594,"score_spread":0.3350078605783633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080044886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803717,0.000013878961,0.000045952245,0.00007548656,0.00038482403,0.01900652,0.00005258071,0.000014516464,0.00003451526],"genre_scores_gemma":[0.9984872,5.274626e-7,0.0001725509,0.00009170437,0.00004255766,0.001043255,0.000012706039,0.000020577238,0.00012892531],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982992,0.00012938402,0.0009467609,0.00021093238,0.00014026054,0.00027346847],"domain_scores_gemma":[0.9984946,0.000037705133,0.00086174195,0.00018540792,0.00035217614,0.00006832804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267739,0.00025698825,0.0004899605,0.00011313889,0.00013024092,0.0000880051,0.00022289401,0.00012195847,0.0005133885],"category_scores_gemma":[0.00004316628,0.00016623797,0.00023416238,0.00014707462,0.00010244448,0.00050102966,0.000051612613,0.00025630754,0.00006292656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042871884,0.037136596,0.29771534,0.00007614123,0.0007886404,0.0001596802,0.0037544072,0.000008107713,0.6468653,0.000006003931,0.008431689,0.0007709186],"study_design_scores_gemma":[0.0099413665,0.109510645,0.2669896,0.0002703603,0.00020168824,0.00011211728,0.005329655,0.0000049612513,0.6067661,0.0000025606296,0.00038855497,0.0004824152],"about_ca_topic_score_codex":0.00007030586,"about_ca_topic_score_gemma":0.00002168212,"teacher_disagreement_score":0.07237405,"about_ca_system_score_codex":0.00008359076,"about_ca_system_score_gemma":0.0002255521,"threshold_uncertainty_score":0.67789876},"labels":[],"label_agreement":null},{"id":"W2080918324","doi":"10.1097/pcc.0b013e31828a846d","title":"Point Prevalence Survey of Antimicrobial Utilization in the Cardiac and Pediatric Critical Care Unit","year":2013,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"Council for Christian Colleges and Universities","keywords":"Medicine; Antimicrobial; Cefazolin; Pneumonia; Emergency medicine; Intensive care medicine; Cefuroxime; Formulary; Antibiotics; Pediatrics; Internal medicine; Family medicine","score_opus":0.033010538132502994,"score_gpt":0.31421396582703975,"score_spread":0.28120342769453677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080918324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91087747,0.08592838,0.00017816098,0.0012397468,0.00084456074,0.00043584223,0.00014826133,0.000025955225,0.00032164186],"genre_scores_gemma":[0.99559206,0.003641093,0.000044693687,0.00019014294,0.0003119285,0.000010409745,0.00015645324,0.000015641806,0.000037561913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977377,0.00076789554,0.0005289423,0.00038949397,0.00013921293,0.0004367272],"domain_scores_gemma":[0.9964861,0.0023714954,0.000059287577,0.00031839006,0.0007074612,0.000057262376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056028547,0.00021745892,0.00046717052,0.00018699327,0.00015447439,0.000014106213,0.0002610052,0.0002751928,0.0003296357],"category_scores_gemma":[0.0034584925,0.00014493775,0.000056697336,0.0005616321,0.00084571645,0.0001006732,0.00008899732,0.00041647666,0.00004575066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005502309,0.000121162244,0.9868379,0.0036815752,0.000009983996,0.000012631078,0.004215609,4.2438108e-7,0.0013353609,0.0008070898,0.0023889216,0.0005343102],"study_design_scores_gemma":[0.0008479823,0.00041085534,0.9894418,0.000080559985,0.0004320233,0.000020600568,0.007821316,0.000002160211,0.0005263198,0.000059288515,0.00013455075,0.00022255513],"about_ca_topic_score_codex":0.0013594048,"about_ca_topic_score_gemma":0.0000908543,"teacher_disagreement_score":0.08471463,"about_ca_system_score_codex":0.000021770122,"about_ca_system_score_gemma":0.000101445214,"threshold_uncertainty_score":0.59103894},"labels":[],"label_agreement":null},{"id":"W2082984958","doi":"10.1016/j.ijantimicag.2011.07.016","title":"Antibiotic treatment duration for bloodstream infections in critically ill patients: a national survey of Canadian infectious diseases and critical care specialists","year":2011,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Sunnybrook Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Health Research Board","keywords":"Medicine; Antibiotics; Internal medicine; Pneumonia; Intensive care medicine; Urinary system; Bloodstream infection; Biology","score_opus":0.027625140257728845,"score_gpt":0.28687644966240644,"score_spread":0.2592513094046776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082984958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963833,0.00014396067,0.00008623174,0.00022582534,0.0015060682,0.00016780425,0.0010715119,0.0000043466644,0.00041094993],"genre_scores_gemma":[0.9991284,0.00017902568,0.00015101772,0.00024989885,0.00006594562,8.9842155e-7,0.00019226171,0.000009269392,0.00002325587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990088,0.000100985824,0.0005036057,0.00013976324,0.00007625375,0.00017058906],"domain_scores_gemma":[0.99579686,0.00015293062,0.00018247266,0.000048979415,0.0037648145,0.00005393078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011211542,0.0001202791,0.00023048438,0.0006462092,0.00007621367,0.000020124082,0.00012712867,0.000113124,0.00007386641],"category_scores_gemma":[0.00130792,0.00010650489,0.00009320149,0.00013537641,0.000185468,0.00015786671,0.000020163183,0.00008347375,0.000004950472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029125498,0.0014337386,0.9919261,0.000042292675,0.00029528775,0.000022445307,0.00072191877,0.0000049589426,0.0026361968,0.0007650218,0.0009973139,0.0008634874],"study_design_scores_gemma":[0.0027969922,0.0005713209,0.98975253,0.0001654812,0.00007891412,0.000076701064,0.00012610973,0.000002611045,0.0056074783,0.00009567568,0.00060543464,0.000120767545],"about_ca_topic_score_codex":0.019318832,"about_ca_topic_score_gemma":0.06043425,"teacher_disagreement_score":0.041115418,"about_ca_system_score_codex":0.00019613071,"about_ca_system_score_gemma":0.00033650364,"threshold_uncertainty_score":0.9872116},"labels":[],"label_agreement":null},{"id":"W2083131713","doi":"10.1053/jcrc.2001.31437","title":"Outcomes research and the politics of health care: Where have we been and where are we going?","year":2001,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Protein precipitation; Chromatography; Formic acid; Bioanalysis; Analyte; Electrospray ionization; Urine; Medicine; Calibration curve; Selected reaction monitoring; Mass spectrometry; Tandem mass spectrometry; Detection limit; Chemistry; Internal medicine","score_opus":0.0416407526594413,"score_gpt":0.3816467223083252,"score_spread":0.3400059696488839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083131713","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2604778,0.6381292,0.000052327734,0.09983683,0.0002727945,0.00014516244,0.000047416048,0.000005988672,0.0010324687],"genre_scores_gemma":[0.9875735,0.010970612,0.00008078274,0.00022312455,0.000067780675,4.2612152e-7,0.0000010996142,0.000010437132,0.0010722347],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99848455,0.00045405023,0.0004460206,0.0001263168,0.00012486467,0.00036417242],"domain_scores_gemma":[0.9981969,0.00076959206,0.00013611889,0.0001560224,0.0006756216,0.00006573444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005001834,0.000111692534,0.0004980333,0.00008239198,0.00034687045,0.00002491597,0.00016452445,0.00017381037,0.00004476204],"category_scores_gemma":[0.0002690993,0.00006471371,0.00008847867,0.00006441034,0.0015849142,0.00006271878,0.000086422086,0.00065209705,0.0000035452424],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002090499,0.0005352069,0.7599434,0.011703483,0.0006166984,0.00041408293,0.073235236,0.0000014014361,0.0012863516,0.09879181,0.036695328,0.014686499],"study_design_scores_gemma":[0.011159734,0.0032227903,0.08868853,0.0037663537,0.00033625923,0.0019201175,0.7042947,0.0000021063522,0.0019333693,0.014289292,0.1698819,0.00050487905],"about_ca_topic_score_codex":0.000083645115,"about_ca_topic_score_gemma":0.00028105488,"teacher_disagreement_score":0.72709566,"about_ca_system_score_codex":0.000048962815,"about_ca_system_score_gemma":0.0001481063,"threshold_uncertainty_score":0.5839682},"labels":[],"label_agreement":null},{"id":"W2084523418","doi":"10.1503/cmaj.109-3696","title":"Wait still on for antimicrobial surveillance","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Public health surveillance; Antibiotic resistance; Medicine; Public health; Public administration; Political science; Antibiotics; Pathology; Biology; Microbiology; Sociology","score_opus":0.00446401271323379,"score_gpt":0.2138234023955082,"score_spread":0.2093593896822744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084523418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95334345,0.00014459385,0.00019760645,0.033501174,0.009304229,0.00017157357,0.0001838565,0.000028407598,0.003125108],"genre_scores_gemma":[0.9898271,0.00004922798,0.00007246043,0.0055055087,0.0008652457,0.0000012929979,0.000029106515,0.0000117370755,0.0036383416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998987,0.00007958662,0.00023967937,0.00013335222,0.00011102335,0.0004493443],"domain_scores_gemma":[0.9990711,0.00025024274,0.00014054221,0.0000858254,0.0002118104,0.0002404551],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009638608,0.00009250647,0.00017048512,0.000084345695,0.00030907665,0.00003170985,0.00020998667,0.0006148551,0.0029822702],"category_scores_gemma":[0.0014569649,0.000076882534,0.000094204115,0.00006748424,0.00006552815,0.00003496208,0.000006302029,0.0010397974,0.0005297117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006970956,0.00007614587,0.045088023,0.000013028584,0.00024525775,0.00007154166,0.00016562898,0.000001655462,0.018958768,0.003068186,0.91342485,0.01881719],"study_design_scores_gemma":[0.0012008747,0.000061029605,0.026019413,0.00003049253,0.000008626114,0.00017723467,0.00003664237,0.000006140053,0.0017280804,0.000078863544,0.97051984,0.00013274416],"about_ca_topic_score_codex":0.00046697486,"about_ca_topic_score_gemma":0.040113803,"teacher_disagreement_score":0.05709499,"about_ca_system_score_codex":0.000128391,"about_ca_system_score_gemma":0.0010907596,"threshold_uncertainty_score":0.99792916},"labels":[],"label_agreement":null},{"id":"W2086634948","doi":"10.1186/1472-6963-8-11","title":"Developing the content of two behavioural interventions: Using theory-based interventions to promote GP management of upper respiratory tract infection without prescribing antibiotics #1","year":2008,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Economic and Social Research Council; European Commission","keywords":"Psychological intervention; Medicine; Intervention (counseling); Upper respiratory tract infection; Family medicine; Nursing","score_opus":0.29158245487015855,"score_gpt":0.4581059679974636,"score_spread":0.16652351312730507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086634948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97218126,0.0032202206,0.022787105,0.000111453344,0.0002228698,0.0013873761,0.000025268395,0.000026899348,0.000037526308],"genre_scores_gemma":[0.9949499,0.00013986109,0.004407519,0.00011832221,0.000014308155,0.00000785508,0.000019932972,0.000021105829,0.00032123257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967342,0.0013186716,0.00093025586,0.00030956283,0.00019207245,0.0005152555],"domain_scores_gemma":[0.99854416,0.00014886646,0.00036427853,0.00044233433,0.00045116837,0.000049206432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030387735,0.0001524526,0.00034968034,0.00038230256,0.00068352517,0.00001537099,0.00038188844,0.00010460751,0.000046506528],"category_scores_gemma":[0.000027090728,0.00011279258,0.00026454267,0.00054513506,0.00032617454,0.00010327228,0.00022862629,0.0003850069,0.000020853813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058345945,0.0013277086,0.9395465,0.02034802,0.00028571667,0.000006755007,0.003125542,0.00022046744,0.024950089,0.00767807,0.000016674725,0.0019109532],"study_design_scores_gemma":[0.0018074354,0.0007443113,0.9273122,0.021330507,0.000078758494,0.000020517293,0.004077118,0.00012969969,0.043989033,0.000121129284,0.00019743691,0.00019184855],"about_ca_topic_score_codex":0.0016470514,"about_ca_topic_score_gemma":0.00064042397,"teacher_disagreement_score":0.022768583,"about_ca_system_score_codex":0.00017287882,"about_ca_system_score_gemma":0.0003328967,"threshold_uncertainty_score":0.5257192},"labels":[],"label_agreement":null},{"id":"W2086932635","doi":"10.1016/j.sapharm.2009.09.003","title":"Identifying early prescribers of Cycloxygenase-2 Inhibitors (COX-2s) in Nova Scotia, Canada: Considerations for targeted academic detailing","year":2009,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Medical prescription; Medicine; Nova scotia; Family medicine; Specialty; Government (linguistics); Continuing medical education; Academic detailing; Continuing education; Primary care; Medical education; Nursing; Geography","score_opus":0.2513029435677944,"score_gpt":0.45622060492754213,"score_spread":0.2049176613597477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086932635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99417347,0.002351991,0.000018972683,0.0021639848,0.00014023024,0.00056406064,0.00013109235,0.000007881798,0.0004483402],"genre_scores_gemma":[0.999457,0.00012610182,0.000077132776,0.00007813727,0.00006812297,0.000007390333,0.000020561587,0.0000063577295,0.00015920562],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983503,0.00032609343,0.00043854062,0.0002836468,0.00010541177,0.000496008],"domain_scores_gemma":[0.999178,0.00047930208,0.00009449645,0.000058260797,0.00014476187,0.000045203982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006392699,0.00012827132,0.00027885102,0.00012934924,0.00028391147,0.000017782126,0.00011147225,0.0001267767,0.000049147395],"category_scores_gemma":[0.00023168908,0.00012511437,0.00004534368,0.00034367118,0.00040575908,0.00013604197,0.000033833614,0.00065703597,0.0000025331508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092207367,0.0003515176,0.096138634,0.00025377306,0.00015557364,0.00009811262,0.0061088316,0.0000049914947,0.87574947,0.010521428,0.0059053083,0.003790259],"study_design_scores_gemma":[0.0065808436,0.00038558908,0.26321447,0.00053525646,0.000037236965,0.000016149275,0.009418781,0.000024072759,0.7023472,0.015760297,0.00116908,0.00051100954],"about_ca_topic_score_codex":0.07035798,"about_ca_topic_score_gemma":0.2407351,"teacher_disagreement_score":0.17340226,"about_ca_system_score_codex":0.00012339288,"about_ca_system_score_gemma":0.0012209228,"threshold_uncertainty_score":0.93583256},"labels":[],"label_agreement":null},{"id":"W2087223115","doi":"10.1371/journal.pone.0107515","title":"Does Variation among Provincial Drug Formulary Antimicrobial Listings in Canada Influence Prescribing Rates?","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Université de Montréal; Hôpital Maisonneuve-Rosemont; BC Centre for Disease Control; University of British Columbia; Public Health Agency of Canada","funders":"Health Canada; Fondation pour la Recherche Médicale; Public Health Agency of Canada; Gilead Sciences; Pfizer","keywords":"Formulary; Antimicrobial drug; Drug; Variation (astronomy); Medicine; Antimicrobial; Biology; Family medicine; Pharmacology; Microbiology","score_opus":0.007046863333964674,"score_gpt":0.17081336039748052,"score_spread":0.16376649706351584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087223115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894494,0.00005370183,0.000049388032,0.0002127574,0.00017543706,0.00026076773,0.000016710697,0.000032711254,0.00025359233],"genre_scores_gemma":[0.9982362,0.000015008185,0.0001781049,0.0002386288,0.000056683046,0.0000047556077,0.00003352942,0.000012508398,0.001224583],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989892,0.000110338224,0.00027583254,0.00025174624,0.000053515338,0.00031932758],"domain_scores_gemma":[0.99950874,0.000098391516,0.0001375079,0.00017120158,0.000065601984,0.000018551016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018658846,0.00012706142,0.00023969648,0.000050844767,0.00014027371,0.000016697286,0.00017177474,0.00010466092,0.000039386407],"category_scores_gemma":[0.0002329309,0.00009228905,0.000021495356,0.00009505494,0.000071338385,0.00017114238,0.00006319555,0.00025102677,0.000025290721],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079416764,0.00024342824,0.36240113,0.00018230599,0.00008408597,0.0000066204734,0.000629141,0.000018225313,0.63571334,0.00012674442,0.00033263507,0.00018295871],"study_design_scores_gemma":[0.0009242732,0.000030195604,0.5197876,0.0007012272,0.000065414664,0.000001364089,0.00008460169,0.00022187654,0.47762677,0.000073945754,0.00020623696,0.00027649078],"about_ca_topic_score_codex":0.71990454,"about_ca_topic_score_gemma":0.8727714,"teacher_disagreement_score":0.15808655,"about_ca_system_score_codex":0.00013268215,"about_ca_system_score_gemma":0.00032253694,"threshold_uncertainty_score":0.37634382},"labels":[],"label_agreement":null},{"id":"W2090563089","doi":"10.3390/ijerph10094274","title":"Strategies to Minimize Antibiotic Resistance","year":2013,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":444,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Rural Development Administration; National Research Foundation of Korea; Ministry of Oceans and Fisheries; Myongji University; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Antibiotics; Antibiotic resistance; Medicine; Antimicrobial stewardship; Intensive care medicine; Antimicrobial; Infection control; Antibiotic Stewardship; Microbiology; Biology","score_opus":0.10719616868280268,"score_gpt":0.41238671402413135,"score_spread":0.30519054534132867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090563089","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002664209,0.9950426,0.00011946998,0.0024913405,0.00067655434,0.00036671342,0.00015089537,0.000005061208,0.000880937],"genre_scores_gemma":[0.003132924,0.9911661,0.00036730675,0.00014351017,0.00018668092,0.0000037542245,0.000060361268,0.00002480244,0.004914543],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997137,0.0006774452,0.0008991637,0.0002951938,0.0003749707,0.0006162338],"domain_scores_gemma":[0.9984793,0.00042483455,0.0005176885,0.00019397242,0.00012186367,0.00026233093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015365141,0.000232342,0.0008818371,0.0006552253,0.00018123307,0.00019489,0.0008387005,0.00024228601,0.000636159],"category_scores_gemma":[0.00015394071,0.00016563223,0.00017428685,0.00014659921,0.00045793198,0.00025969278,0.0002572638,0.0009970423,0.0004902287],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051145977,0.00050213345,0.000040795567,0.0012569814,0.0007019284,0.00006333397,0.0002283924,5.0009568e-8,0.000076125645,0.0012899465,0.022373267,0.9734159],"study_design_scores_gemma":[0.00029211864,0.00029419264,0.00023024043,0.0033870817,0.000012399176,0.00023691426,0.001041418,2.7478956e-8,0.0000052461314,0.0001036607,0.99426883,0.00012789082],"about_ca_topic_score_codex":0.000036537545,"about_ca_topic_score_gemma":0.000017119613,"teacher_disagreement_score":0.973288,"about_ca_system_score_codex":0.0004448171,"about_ca_system_score_gemma":0.0011569748,"threshold_uncertainty_score":0.6965495},"labels":[],"label_agreement":null},{"id":"W2090658778","doi":"10.1097/mlr.0b013e3181653d2e","title":"“Get Smart Colorado”","year":2008,"lang":"en","type":"article","venue":"Medical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Agency for Healthcare Research and Quality; Trent University","keywords":"Medicine; Mass media; Medical prescription; Pharmacy; Metropolitan area; Public health; Family medicine; Environmental health; Business; Advertising; Nursing","score_opus":0.00886829521746454,"score_gpt":0.2243874148121215,"score_spread":0.21551911959465694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090658778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96203595,0.01472837,0.000121094236,0.0011358286,0.0011348693,0.000088687884,0.000013199924,0.00010318154,0.020638822],"genre_scores_gemma":[0.9921061,0.00027527398,0.000026646387,0.00090520986,0.000055322704,0.0000018985228,0.00006190915,0.0000069474595,0.006560714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993915,0.000056042685,0.00012213546,0.00015187394,0.00006501658,0.00021342414],"domain_scores_gemma":[0.99970233,0.00004737915,0.000022216347,0.0001457179,0.000040361272,0.00004198219],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000055652068,0.00007747684,0.00015026558,0.00002191303,0.00017689954,0.000001545905,0.00016332524,0.00027123772,0.0031668479],"category_scores_gemma":[0.00009816603,0.000057051533,0.000055162367,0.00006271599,0.00036355984,0.000016155087,0.00004559651,0.00023924348,0.001580622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031888403,0.00040580414,0.2423446,0.00027170114,0.0003320018,0.0021940072,0.012613063,6.21825e-7,0.012840166,0.0031031861,0.69747114,0.028104838],"study_design_scores_gemma":[0.001327904,0.0001669827,0.045844465,0.000078389756,0.000020931591,0.00039492364,0.0013126218,0.0000010004314,0.011879771,0.00002558843,0.93874836,0.00019907294],"about_ca_topic_score_codex":0.00004772126,"about_ca_topic_score_gemma":0.00007378007,"teacher_disagreement_score":0.24127723,"about_ca_system_score_codex":0.000016393311,"about_ca_system_score_gemma":0.00012170466,"threshold_uncertainty_score":0.99919677},"labels":[],"label_agreement":null},{"id":"W2091667607","doi":"10.1086/502356","title":"News in Antimicrobial Resistance: Documenting the Progress of Pathogens","year":2004,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Action (physics); Microbiology; Biology; Antibiotics","score_opus":0.009352960851782693,"score_gpt":0.2508496527910575,"score_spread":0.24149669193927478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091667607","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12399105,0.036492765,0.0006263429,0.8322129,0.0040875217,0.0014864125,0.00017944978,0.00009387454,0.0008296341],"genre_scores_gemma":[0.81992877,0.003390336,0.00009400332,0.17328472,0.0009947149,0.00006040353,0.0002168728,0.00004942762,0.0019807292],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967596,0.0010115941,0.0009944028,0.0005579223,0.000033534274,0.00064292643],"domain_scores_gemma":[0.9976826,0.0010450927,0.0008347543,0.00033299712,0.00008968491,0.000014872947],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008937739,0.00035728293,0.0011703522,0.00016933926,0.00019660268,0.000010636909,0.00019228314,0.0015222585,0.000042144555],"category_scores_gemma":[0.0004603602,0.00024026493,0.00025500284,0.00014551863,0.0011861454,0.00006545764,0.000069214526,0.0016807184,0.000031485746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035925803,0.00026430236,0.33319336,0.0011187745,0.0009995254,0.00014802977,0.0005092199,0.000038521113,0.0021556655,0.0026182714,0.6536558,0.0049392325],"study_design_scores_gemma":[0.0048250426,0.00047947225,0.1255903,0.0010192555,0.0003294578,0.00010380905,0.000049401027,0.0000036919118,0.00028578905,0.0037852963,0.8628257,0.0007027981],"about_ca_topic_score_codex":0.0013483163,"about_ca_topic_score_gemma":0.0007364759,"teacher_disagreement_score":0.69593775,"about_ca_system_score_codex":0.00006005893,"about_ca_system_score_gemma":0.00010196416,"threshold_uncertainty_score":0.999774},"labels":[],"label_agreement":null},{"id":"W2092548209","doi":"10.1186/1472-6963-8-10","title":"An intervention modelling experiment to change GPs' intentions to implement evidence-based practice: using theory-based interventions to promote GP management of upper respiratory tract infection without prescribing antibiotics #2","year":2008,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Economic and Social Research Council; European Commission","keywords":"Psychological intervention; Medicine; Theory of planned behavior; Intervention (counseling); Social cognitive theory; Randomized controlled trial; Psychology; Nursing; Social psychology; Internal medicine; Control (management)","score_opus":0.2668184717772274,"score_gpt":0.4912987703664019,"score_spread":0.2244802985891745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092548209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73549443,0.0019486395,0.25827068,0.00047324676,0.00027381256,0.003422309,0.000032230233,0.00006335437,0.000021309223],"genre_scores_gemma":[0.97215664,0.00015607564,0.026387345,0.0009644798,0.000058071295,0.000097732875,0.00004461473,0.000046342175,0.000088692555],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9943456,0.0024707036,0.0010701768,0.0007561235,0.00044478194,0.00091260416],"domain_scores_gemma":[0.99755794,0.00022326823,0.00032763244,0.00079707423,0.00083080004,0.00026326522],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006105443,0.0002685525,0.0004183464,0.0010571323,0.0009377499,0.00006101381,0.0004655802,0.00016110067,0.000109159526],"category_scores_gemma":[0.00007076318,0.0002569509,0.00023207923,0.0010068284,0.000086527485,0.00050512655,0.00026279676,0.00040697522,0.000085992964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022097075,0.032007195,0.20123257,0.06822698,0.0013914859,0.00008829216,0.06457696,0.10232023,0.4703118,0.0061248527,0.0003670543,0.031255517],"study_design_scores_gemma":[0.009480576,0.028136969,0.2526864,0.14875223,0.0005494583,0.00005605249,0.050183557,0.033693653,0.4588674,0.00014205015,0.015062075,0.0023895584],"about_ca_topic_score_codex":0.0024540727,"about_ca_topic_score_gemma":0.0005776978,"teacher_disagreement_score":0.23666222,"about_ca_system_score_codex":0.0005551917,"about_ca_system_score_gemma":0.0003536676,"threshold_uncertainty_score":0.99998826},"labels":[],"label_agreement":null},{"id":"W2093977858","doi":"10.1097/01.qco.0000136927.29802.68","title":"Epidemiology and control of antibiotic resistance in the intensive care unit","year":2004,"lang":"en","type":"review","venue":"Current Opinion in Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotic resistance; Antibiotics; Transmission (telecommunications); Intensive care medicine; Isolation (microbiology); Infection control; Medical prescription; Intensive care unit; Intensive care; Public health; Infectious disease (medical specialty); Epidemiology; Disease; Environmental health; Nursing; Microbiology; Internal medicine","score_opus":0.05790804590226199,"score_gpt":0.36862420326619555,"score_spread":0.31071615736393354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093977858","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020619555,0.99570936,0.00004000295,0.000031893283,0.0026193573,0.0009500166,0.00034344025,0.000021968697,0.00007775842],"genre_scores_gemma":[0.07536181,0.9241425,0.0000011732486,0.00003105912,0.00005812146,0.000028582328,0.00034684787,0.000018185028,0.000011709764],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688774,0.0013687295,0.0008747993,0.00045972623,0.00003609266,0.000372894],"domain_scores_gemma":[0.9974123,0.0014861138,0.00054508814,0.0003739423,0.0001570426,0.000025464842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026592205,0.00036903302,0.0017200641,0.00032735764,0.00008886278,0.0000052034156,0.00027532998,0.00037384836,0.000017594724],"category_scores_gemma":[0.0010166339,0.00024239563,0.00027920044,0.0003751913,0.00066665746,0.000038961567,0.0000614799,0.0006479222,0.0000288147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027918522,0.0012736864,0.31966862,0.358976,0.0007961763,0.000022946992,0.0031324327,0.000015298176,0.0000016443272,0.031655595,0.00224612,0.2819323],"study_design_scores_gemma":[0.0033422709,0.00022856759,0.028429536,0.14229316,0.0007328739,0.000068303416,0.0015240058,1.8198054e-7,8.3868474e-7,0.0014070778,0.8213229,0.00065026863],"about_ca_topic_score_codex":0.00006476046,"about_ca_topic_score_gemma":0.000090709014,"teacher_disagreement_score":0.8190768,"about_ca_system_score_codex":0.00009395873,"about_ca_system_score_gemma":0.0003191893,"threshold_uncertainty_score":0.9884607},"labels":[],"label_agreement":null},{"id":"W2094834250","doi":"10.1097/01.mlr.0000215846.25591.22","title":"Improving Antibiotic Selection","year":2006,"lang":"en","type":"review","venue":"Medical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Psychological intervention; Interquartile range; MEDLINE; Sample size determination; Randomized controlled trial; Family medicine; Intensive care medicine; Internal medicine; Nursing","score_opus":0.012730381837562834,"score_gpt":0.28547119590976633,"score_spread":0.2727408140722035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094834250","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008291895,0.99563897,0.0001302678,0.000011544551,0.001260535,0.00025303484,0.000029260747,0.00011328946,0.0025547943],"genre_scores_gemma":[0.00026056683,0.99421483,0.000022718055,0.000041929936,0.0002661481,0.000003185058,0.00072561915,0.000038979037,0.0044260332],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984923,0.00020085431,0.00042590738,0.0004119857,0.000091357935,0.00037761655],"domain_scores_gemma":[0.9994133,0.00009773405,0.00018981438,0.00020783083,0.00005293028,0.000038389957],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001311139,0.00030265638,0.0010517332,0.00010395831,0.00016189793,0.000012569598,0.00030042618,0.0014692068,0.0007188925],"category_scores_gemma":[0.00012554813,0.0002092314,0.00035968365,0.00020091746,0.00017338262,0.000020068475,0.00008287083,0.0009025451,0.0010653797],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017360899,0.000024923344,0.000015991029,0.0151135335,0.00008209123,0.00003067901,0.000021923248,1.2167143e-8,0.0000050988483,0.000048080616,0.0069040786,0.97775185],"study_design_scores_gemma":[0.0001715639,0.00004619293,0.0000068369663,0.0075501655,0.00044235418,0.00015131375,0.000036039473,2.5253118e-7,0.00002870984,0.0000010482142,0.9913277,0.00023779523],"about_ca_topic_score_codex":0.000178143,"about_ca_topic_score_gemma":0.0001554828,"teacher_disagreement_score":0.98442364,"about_ca_system_score_codex":0.000105516716,"about_ca_system_score_gemma":0.00051409233,"threshold_uncertainty_score":0.9998271},"labels":[],"label_agreement":null},{"id":"W2096178171","doi":"10.1093/jac/dkp391","title":"Canadian province-level risk factor analysis of macrolide consumption patterns (2000-2006)","year":2009,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; University of Guelph","funders":"","keywords":"Socioeconomic status; Azithromycin; Erythromycin; Medicine; Demography; Environmental health; Consumption (sociology); Biology; Population; Antibiotics; Microbiology","score_opus":0.011665489900308966,"score_gpt":0.23861572885995933,"score_spread":0.22695023895965036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096178171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591297,0.00067305216,0.0012363532,0.0007925233,0.00029473144,0.000109137145,0.00088630104,0.000009117081,0.00008582694],"genre_scores_gemma":[0.9956141,0.0020874804,0.0003839838,0.0009388018,0.000056727007,6.659305e-8,0.00003079892,0.000013184874,0.000874838],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986386,0.00010675962,0.0006641192,0.00017328278,0.000062344174,0.0003549063],"domain_scores_gemma":[0.9986453,0.000044630546,0.00083201134,0.00021029214,0.00019853751,0.00006922483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022246128,0.00019575536,0.0006510429,0.0006088662,0.00011574159,0.000019823627,0.0002911796,0.0002648443,0.0010066675],"category_scores_gemma":[0.000020972939,0.00015731358,0.00041836995,0.00024482523,0.0000989082,0.00010643457,0.00000688003,0.0003511383,0.00003053287],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006747409,0.00031891227,0.20112255,0.000032086355,0.0034139098,0.000039125203,0.00078888197,0.000058556787,0.7716251,0.000026451795,0.0060195643,0.015880108],"study_design_scores_gemma":[0.002128096,0.0002977738,0.633471,0.0001333793,0.0007319198,0.00009264996,0.000044647975,0.0000072967773,0.35675788,0.000017505874,0.006062033,0.00025581816],"about_ca_topic_score_codex":0.0065615335,"about_ca_topic_score_gemma":0.016816728,"teacher_disagreement_score":0.43234846,"about_ca_system_score_codex":0.00016261965,"about_ca_system_score_gemma":0.00049349864,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W2096625895","doi":"10.1503/cmaj.120568","title":"Training family physicians in shared decision-making to reduce the overuse of antibiotics in acute respiratory infections: a cluster randomized trial","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":229,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; Ottawa Public Health; Centre hospitalier universitaire de Québec","funders":"Université Laval","keywords":"Medicine; Antibiotics; Respiratory tract infections; Cluster (spacecraft); Respiratory system; Randomized controlled trial; Intensive care medicine; Cluster randomised controlled trial; Internal medicine; Computer science; Biology; Microbiology","score_opus":0.01562927484933835,"score_gpt":0.2865388125282182,"score_spread":0.2709095376788799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096625895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935832,0.000863718,0.00039097562,0.0021217996,0.0020404926,0.0004216646,0.000023746039,0.0000053888107,0.0005490097],"genre_scores_gemma":[0.9938668,0.00010377726,0.00007362837,0.005506523,0.00035635816,0.0000016718044,0.0000023825648,0.000009893383,0.00007898926],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99764574,0.0008455827,0.00070426345,0.00011204745,0.00019885408,0.00049353036],"domain_scores_gemma":[0.9978114,0.0015471036,0.00030820924,0.00010417038,0.000103175116,0.00012596774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044205114,0.00010559246,0.0004548139,0.0003136695,0.00016541063,0.00002277258,0.00020768512,0.00040063346,0.00022417391],"category_scores_gemma":[0.0055046235,0.000076998855,0.00013699305,0.00039944623,0.00009231335,0.00012527389,0.000022026365,0.0008608034,0.000039768776],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.27678972,0.0018541787,0.1273354,0.0000614093,0.003661635,0.00046331683,0.0857215,0.00033891204,0.011037533,0.002387725,0.20400657,0.2863421],"study_design_scores_gemma":[0.77220243,0.00033296578,0.13484412,0.0031005256,0.0002501153,0.00013161179,0.009017492,0.00008935547,0.00040646206,0.000528367,0.078480765,0.0006158054],"about_ca_topic_score_codex":0.0006211429,"about_ca_topic_score_gemma":0.014761839,"teacher_disagreement_score":0.49541268,"about_ca_system_score_codex":0.0004148412,"about_ca_system_score_gemma":0.0010343353,"threshold_uncertainty_score":0.82374525},"labels":[],"label_agreement":null},{"id":"W2097487464","doi":"","title":"Pilot study for appropriate anti-infective community therapy. Effect of a guideline-based strategy to optimize use of antibiotics.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Family medicine; Public health; Odds; Odds ratio; Intervention (counseling); Antibiotics; Baseline (sea); Internal medicine; Nursing; Logistic regression","score_opus":0.05143382927555386,"score_gpt":0.27314601006101014,"score_spread":0.2217121807854563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097487464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945555,0.00025223446,0.00073164154,0.00002387899,0.00015613975,0.00392504,0.00011641267,0.000041645442,0.00019752147],"genre_scores_gemma":[0.9991522,0.00003473842,0.00026055734,0.000079150646,0.000012915983,0.00004181663,0.00004308749,0.00002462296,0.0003509111],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979336,0.0008676304,0.0005391084,0.00023355725,0.00004819114,0.0003778793],"domain_scores_gemma":[0.9983108,0.00077969197,0.000188208,0.0005170005,0.00016970781,0.00003461095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011514305,0.00022230894,0.0006435453,0.00010727329,0.00014565185,0.00001186803,0.0002774176,0.00009452462,0.000062584215],"category_scores_gemma":[0.00020666745,0.00016313946,0.00012763032,0.00020515663,0.00019248141,0.000059097372,0.000034826604,0.00022384746,0.000009433077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.055581447,0.027156819,0.19797398,0.0008803635,0.0053178566,0.000012361866,0.002003139,0.013682903,0.29915363,0.00011435953,0.004734345,0.39338878],"study_design_scores_gemma":[0.012041468,0.015635226,0.41265088,0.000060224032,0.00021757983,0.0000026167893,0.00019130368,0.000039732855,0.5581643,0.000018220037,0.0006310132,0.00034744298],"about_ca_topic_score_codex":0.0011446221,"about_ca_topic_score_gemma":0.00010242467,"teacher_disagreement_score":0.39304134,"about_ca_system_score_codex":0.00001919126,"about_ca_system_score_gemma":0.000042854914,"threshold_uncertainty_score":0.6652634},"labels":[],"label_agreement":null},{"id":"W2098041282","doi":"10.1093/jac/dkg072","title":"Influence of population density on antibiotic resistance","year":2003,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Antibiotic resistance; Population; Cefazolin; Medicine; Epidemiology; Veterinary medicine; Demography; Biology; Environmental health; Microbiology; Internal medicine","score_opus":0.005809923588565929,"score_gpt":0.22477559416151058,"score_spread":0.21896567057294464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098041282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983151,0.00044057524,0.00008098291,0.00028822682,0.0002985115,0.000082034996,0.000004412987,0.000008587788,0.00048155343],"genre_scores_gemma":[0.9976936,0.00042083496,0.00058497855,0.0005325983,0.000025527328,3.0364475e-8,0.0000026368482,0.000015440819,0.0007243396],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892175,0.0001312045,0.00054070575,0.00014257869,0.00006430543,0.00019947135],"domain_scores_gemma":[0.9988301,0.00007235118,0.00067264633,0.0001988554,0.00020543454,0.000020658008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003345846,0.00014856928,0.0004154766,0.00012950829,0.00008614608,0.000007900042,0.00017713591,0.00018249446,0.00004608818],"category_scores_gemma":[0.0000981898,0.00011824455,0.00016271474,0.00016857023,0.00014975734,0.00010078068,0.0000064879673,0.00025480177,0.000021440068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068110065,0.00026162298,0.013249464,0.00005660358,0.0001321079,0.00001022565,0.00013495392,0.00019406632,0.9805175,0.0009933747,0.0036189596,0.00014999694],"study_design_scores_gemma":[0.0015626793,0.00018782668,0.057194296,0.00041011034,0.00002763114,0.000097725904,0.00002386816,1.2622046e-7,0.9355514,0.00010539721,0.00470845,0.00013046674],"about_ca_topic_score_codex":0.000015180184,"about_ca_topic_score_gemma":0.0000119867855,"teacher_disagreement_score":0.0449661,"about_ca_system_score_codex":0.00003638747,"about_ca_system_score_gemma":0.000061358915,"threshold_uncertainty_score":0.48218727},"labels":[],"label_agreement":null},{"id":"W2098278820","doi":"","title":"Revision sistemática: Factores asociados a colonización e infección por bacterias gram negativas resistentes a carbapenemicos","year":2015,"lang":"es","type":"dissertation","venue":"instname:Universidad del Rosario","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Philosophy","score_opus":0.01505024934226812,"score_gpt":0.26970985308898804,"score_spread":0.2546596037467199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098278820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656944,0.017210107,0.000051291074,0.0004851298,0.0033855552,0.0010683845,0.000873144,0.0003236056,0.010908339],"genre_scores_gemma":[0.91644686,0.008249305,0.00031053476,0.00020977206,0.00023406542,0.00001493316,0.0066354945,0.00020475792,0.06769428],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937835,0.0009651094,0.0015132851,0.0017925309,0.0004680251,0.0014775567],"domain_scores_gemma":[0.9944963,0.0005602881,0.0018414701,0.001354678,0.001401217,0.00034604865],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00052049354,0.0015754421,0.0023874452,0.00074227474,0.0013298101,0.0003008408,0.0014041219,0.0034715987,0.0008815925],"category_scores_gemma":[0.0007782644,0.0015334114,0.0009910893,0.00082053716,0.000913001,0.00060831534,0.0004491312,0.001968921,0.001700104],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026831968,0.0068700355,0.08914024,0.013821576,0.01889328,0.0037902445,0.059052948,0.000085035295,0.53134,0.011197392,0.12159126,0.117386006],"study_design_scores_gemma":[0.019079689,0.0038729445,0.10397112,0.025026802,0.0070275455,0.00042952562,0.06623073,0.00014335757,0.024881672,0.00035963868,0.7408884,0.008088527],"about_ca_topic_score_codex":0.0037484213,"about_ca_topic_score_gemma":0.0025738382,"teacher_disagreement_score":0.6192972,"about_ca_system_score_codex":0.0011062395,"about_ca_system_score_gemma":0.0021865705,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W2098692408","doi":"10.2460/javma.228.4.553","title":"Investigation of antimicrobial use and the impact of antimicrobial use guidelines in a small animal veterinary teaching hospital: 1995–2004","year":2006,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Antimicrobial; Medicine; Medical prescription; Metronidazole; Antibiotics; Cephalosporin; Pharmacy; Antimicrobial stewardship; Trimethoprim; Intensive care medicine; Antibiotic resistance; Veterinary medicine; Pharmacology; Family medicine; Microbiology; Biology","score_opus":0.026421653531835503,"score_gpt":0.2872934509829802,"score_spread":0.2608717974511447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098692408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99665815,0.00023866659,0.000049008613,0.002556638,0.0003046371,0.00015228149,0.00002840688,0.000006249227,0.0000059646877],"genre_scores_gemma":[0.99885875,0.0002391238,0.0004823042,0.00021054731,0.00012070741,5.631366e-7,0.0000063875395,0.000013402829,0.00006820542],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99736226,0.0010787811,0.0010326783,0.00013827668,0.00015351956,0.0002344647],"domain_scores_gemma":[0.99653906,0.000672952,0.0023656636,0.00015876396,0.00023602317,0.000027511345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016681863,0.00016619166,0.00061436987,0.00012076737,0.00010428623,0.000023171959,0.00030696986,0.00017175097,0.0000075254547],"category_scores_gemma":[0.0017581063,0.00009387348,0.00029593383,0.00021435448,0.00079975236,0.00023287158,0.00014013538,0.00058460847,8.7408637e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019495541,0.00016736083,0.29733482,0.000033320972,0.00025904013,0.000028663324,0.00048148955,0.00005741911,0.69402903,0.000023824256,0.00505063,0.0005848682],"study_design_scores_gemma":[0.0033981185,0.0018740498,0.9862242,0.0007399178,0.00011726202,0.000533171,0.00012711447,0.00007890886,0.0063859364,0.000036474616,0.0003209536,0.00016394588],"about_ca_topic_score_codex":0.0055592977,"about_ca_topic_score_gemma":0.00005057252,"teacher_disagreement_score":0.6888893,"about_ca_system_score_codex":0.00015646286,"about_ca_system_score_gemma":0.00019301378,"threshold_uncertainty_score":0.8404032},"labels":[],"label_agreement":null},{"id":"W2098797142","doi":"10.1093/jac/dkh501","title":"Effect of formulary policy decisions on antimicrobial drug utilization in British Columbia","year":2004,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Formulary; Antimicrobial; Drug; Medicine; Antimicrobial drug; Intensive care medicine; Pharmacology; Biology; Microbiology","score_opus":0.007325702527565338,"score_gpt":0.25754343534269325,"score_spread":0.25021773281512794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098797142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976744,0.0004249597,0.00028220192,0.00067976967,0.0005127553,0.00024610138,0.000031670013,0.000013055423,0.00013506298],"genre_scores_gemma":[0.996183,0.0022364575,0.00026547242,0.00075819256,0.00010810672,3.389204e-7,0.00001628396,0.00003276002,0.00039942324],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842316,0.00016582954,0.0007920388,0.00020299458,0.00007975513,0.00033624272],"domain_scores_gemma":[0.9989272,0.0001671564,0.00054512435,0.00019239848,0.00013474922,0.000033381784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054041366,0.00017038379,0.0006613233,0.00026899404,0.00012160928,0.000051056708,0.00032569075,0.00026840522,0.00009957569],"category_scores_gemma":[0.00014305822,0.00019264549,0.0003078855,0.00041547316,0.00021404405,0.00015585225,0.000027816397,0.00040675126,0.000018989796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014424453,0.0008737259,0.00665267,0.00008998023,0.00018342507,0.00008457669,0.00037059042,0.00020373793,0.958814,0.000029406066,0.01700663,0.014248784],"study_design_scores_gemma":[0.012654186,0.0011109653,0.010935964,0.0020502617,0.00004141726,0.0007023775,0.00003381936,7.8871085e-7,0.9690631,0.00011198023,0.0030552037,0.00023994973],"about_ca_topic_score_codex":0.0022390059,"about_ca_topic_score_gemma":0.0028491823,"teacher_disagreement_score":0.014008834,"about_ca_system_score_codex":0.00012142587,"about_ca_system_score_gemma":0.00027923883,"threshold_uncertainty_score":0.78558546},"labels":[],"label_agreement":null},{"id":"W2099038117","doi":"10.1503/cmaj.071270","title":"Revenge of the killer microbe","year":2007,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Cover story; Computer science; World Wide Web; Data science; Immunology; Internet privacy; Medicine; Engineering","score_opus":0.0051904852709701325,"score_gpt":0.20225397105177148,"score_spread":0.19706348578080135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099038117","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018639397,0.0035083764,0.000015961265,0.98000675,0.00828873,0.00011005064,0.00008612311,0.000007124765,0.0061129206],"genre_scores_gemma":[0.003440879,0.00034754773,0.00001343812,0.9238203,0.0033620866,5.0703363e-7,0.00004687135,0.000024354287,0.068944015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980667,0.00037403274,0.0005246078,0.00014244276,0.0003172743,0.0005749483],"domain_scores_gemma":[0.9985999,0.00022721679,0.00058213854,0.00018431302,0.00029172638,0.000114696166],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0012025753,0.00015560116,0.00033586583,0.00014563452,0.00028555538,0.00001494225,0.00058554846,0.0032231444,0.007563275],"category_scores_gemma":[0.00081526465,0.000102511636,0.00026431264,0.00015697548,0.00017214226,0.000022931106,0.000028903007,0.0054559465,0.0003945535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019607955,0.0000063782018,0.0017787078,0.000019530962,0.00025517037,0.0002047716,0.00007230226,3.4677875e-8,0.00008689648,0.000013220359,0.99634504,0.001215972],"study_design_scores_gemma":[0.00031990898,0.000012245859,0.0024176284,0.00029581605,0.00005342689,0.0004040094,0.00004419798,6.4590864e-8,0.00017095344,0.000028981633,0.99613667,0.00011608564],"about_ca_topic_score_codex":0.0018302726,"about_ca_topic_score_gemma":0.0118020885,"teacher_disagreement_score":0.0628311,"about_ca_system_score_codex":0.0005261589,"about_ca_system_score_gemma":0.0027710288,"threshold_uncertainty_score":0.9980709},"labels":[],"label_agreement":null},{"id":"W2100328572","doi":"10.1309/5ym1-ffhk-vgak-a1bh","title":"Nonpathogenic Protozoa: Laboratory Reporting Practices in Canada and the United States","year":2001,"lang":"en","type":"article","venue":"Laboratory Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Toronto General Hospital","funders":"Ryerson University","keywords":"Protozoa; Biology; Microbiology","score_opus":0.015262669447753664,"score_gpt":0.2639702615091684,"score_spread":0.24870759206141474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100328572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826043,0.012417896,0.0000074357977,0.003909814,0.000353622,0.0004081273,0.000016390148,0.000024499719,0.000257911],"genre_scores_gemma":[0.99485266,0.0021198322,0.000018183531,0.0025041306,0.00006583344,0.00002323131,0.00004847051,0.000013471412,0.0003541598],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831957,0.000418216,0.0006595386,0.00024733663,0.00006996885,0.00028540008],"domain_scores_gemma":[0.99753684,0.00042980333,0.0015407694,0.00027761215,0.00018367152,0.000031281063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014573843,0.00014843648,0.00035146798,0.00007888595,0.00016306523,0.000006106583,0.00013430863,0.00009003351,0.00014092292],"category_scores_gemma":[0.002631922,0.00008484076,0.000011203471,0.0007182629,0.0005254578,0.00006973285,0.000036194975,0.00038019053,0.000008368581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001316486,0.00008982355,0.90275437,0.00024218317,0.00027492005,0.0012856768,0.0039215954,0.000018912186,0.08079373,0.0007558037,0.008161181,0.00038534537],"study_design_scores_gemma":[0.014237234,0.0002606299,0.31120893,0.0011511157,0.00025473637,0.00024840093,0.030879168,0.0000682284,0.017333182,0.00022400482,0.6234658,0.0006685851],"about_ca_topic_score_codex":0.58052146,"about_ca_topic_score_gemma":0.7455179,"teacher_disagreement_score":0.6153046,"about_ca_system_score_codex":0.000081758,"about_ca_system_score_gemma":0.0008339412,"threshold_uncertainty_score":0.42227188},"labels":[],"label_agreement":null},{"id":"W2101871407","doi":"10.1128/aac.03629-14","title":"Seasonal Variation in Penicillin Use in Mexico and Brazil: Analysis of the Impact of Over-the-Counter Restrictions","year":2014,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Penicillin; Ampicillin; Amoxicillin; Quarter (Canadian coin); Seasonality; Antibiotics; Medicine; Demography; Geography; Statistics; Biology; Mathematics","score_opus":0.008409418762101552,"score_gpt":0.25554180811338,"score_spread":0.24713238935127846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101871407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999285,0.0000670691,0.0000767967,0.00035105858,0.00004643687,0.00010370806,0.000035707886,0.00000242702,0.000031801374],"genre_scores_gemma":[0.9988601,0.0005097906,0.000012189478,0.0004485365,0.0000058003375,5.000697e-7,0.000009780038,0.0000052987225,0.00014798762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938595,0.000104601546,0.00022172806,0.00014250404,0.00002440855,0.00012082473],"domain_scores_gemma":[0.9996043,0.0000827023,0.00013141715,0.0001519467,0.000022762055,0.0000068612994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015201497,0.000089566005,0.00023310854,0.000110235356,0.00005664671,0.000010203751,0.000091188864,0.000103653045,0.00007841636],"category_scores_gemma":[0.00001554471,0.00005122071,0.000105413106,0.00037417546,0.00016230428,0.000053764077,0.000025410414,0.0001025251,5.627388e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011715281,0.00013713521,0.9202013,0.0000075248245,0.0003865861,1.6371722e-7,0.00065795967,0.00012142234,0.07685762,0.00009720643,0.0010953584,0.00032056085],"study_design_scores_gemma":[0.0009724666,0.000033934528,0.9946555,0.0000375241,0.000076966455,0.0000016357651,0.000016202945,0.00040975114,0.0033384273,0.000024700967,0.00037656844,0.000056304107],"about_ca_topic_score_codex":0.0026465035,"about_ca_topic_score_gemma":0.0010285821,"teacher_disagreement_score":0.07445421,"about_ca_system_score_codex":0.000014284163,"about_ca_system_score_gemma":0.000020185851,"threshold_uncertainty_score":0.40007392},"labels":[],"label_agreement":null},{"id":"W2103009075","doi":"10.1590/s0036-36342008001000009","title":"Uso de antibióticos en México: revisión de problemas y políticas","year":2008,"lang":"es","type":"review","venue":"Salud Pública de México","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Public health; Psychological intervention; Pharmacy; Medicine; Environmental health; Epidemiology; Business; Private sector; Economic growth; Family medicine; Nursing","score_opus":0.01990741247193633,"score_gpt":0.3037114741327178,"score_spread":0.2838040616607815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103009075","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031288052,0.9846896,0.0013627029,0.0016694893,0.0009022265,0.0019395079,0.00031200855,0.0003487615,0.005646893],"genre_scores_gemma":[0.013864372,0.96658003,0.0020825001,0.001285958,0.0009622212,0.000059149785,0.00031854855,0.0002755511,0.014571673],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902929,0.0029649234,0.0018949228,0.0016354491,0.0002258596,0.0029859128],"domain_scores_gemma":[0.99531513,0.0011306683,0.0010548191,0.0018621442,0.00022408996,0.0004131405],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0013652302,0.0015662536,0.003523609,0.0005932994,0.0008505666,0.00016747614,0.0018284363,0.0038519837,0.0014628469],"category_scores_gemma":[0.0009122571,0.0013584557,0.0015213694,0.00095022144,0.0011686215,0.00015743643,0.0005341492,0.0030003882,0.0041996706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008342658,0.005116584,0.041420396,0.07617373,0.012211407,0.0037769263,0.00423521,0.000010310313,0.03296201,0.055865034,0.1601842,0.6072099],"study_design_scores_gemma":[0.00114705,0.00041666138,0.0050894055,0.019771833,0.0015741378,0.0052724,0.00009197915,0.00000799349,0.0016192346,0.00031472798,0.96321386,0.0014807109],"about_ca_topic_score_codex":0.0002848799,"about_ca_topic_score_gemma":0.000047781978,"teacher_disagreement_score":0.80302966,"about_ca_system_score_codex":0.0008687576,"about_ca_system_score_gemma":0.0032646258,"threshold_uncertainty_score":0.9997086},"labels":[],"label_agreement":null},{"id":"W2103958498","doi":"10.1093/cid/cir838","title":"Forgotten Antibiotics: An Inventory in Europe, the United States, Canada, and Australia","year":2011,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medicine; Antibiotic resistance; Discontinuation; Infectious disease (medical specialty); Antimicrobial; Intensive care medicine; Disease; Surgery; Microbiology; Internal medicine; Biology","score_opus":0.0878037846885491,"score_gpt":0.36321635743371417,"score_spread":0.27541257274516506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103958498","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023264905,0.9746708,0.0000016535307,0.000013693598,0.001132052,0.00046407603,0.0002873467,0.000051880364,0.000113551745],"genre_scores_gemma":[0.0056727706,0.9909525,6.03775e-7,0.00036684918,0.00009594381,0.0000025984575,0.0010132517,0.000040631636,0.0018548466],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968437,0.0012930206,0.0009110705,0.0005145057,0.000034502737,0.0004031984],"domain_scores_gemma":[0.9983072,0.0005802684,0.00038061477,0.0005251728,0.00009408312,0.000112637266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031673766,0.00037396193,0.0011856963,0.00012318927,0.00016365299,0.000026158488,0.00036190788,0.00046700393,0.0001484293],"category_scores_gemma":[0.0004046857,0.00022995174,0.0001776199,0.000416843,0.0007797954,0.000048740352,0.00014539958,0.00084476493,0.00010037245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011418656,0.0031914827,0.56569195,0.01395949,0.0031025906,0.0004838358,0.00016919948,0.0000045313627,5.284991e-7,0.0029706396,0.115973994,0.29433754],"study_design_scores_gemma":[0.00036944353,0.00017583274,0.024852622,0.0019219638,0.00082875806,0.00001856904,0.000024008094,7.136831e-7,2.0895125e-7,0.00005533135,0.971438,0.0003145555],"about_ca_topic_score_codex":0.22602902,"about_ca_topic_score_gemma":0.43870363,"teacher_disagreement_score":0.855464,"about_ca_system_score_codex":0.000054381195,"about_ca_system_score_gemma":0.00077562,"threshold_uncertainty_score":0.937716},"labels":[],"label_agreement":null},{"id":"W2104196766","doi":"10.1111/j.1365-2753.2009.01259.x","title":"Quantitative evaluation of a clinical intervention aimed at changing prescriber behaviour in response to new guidelines","year":2009,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Intervention (counseling); Medical prescription; Guideline; Family medicine; Community-acquired pneumonia; Pneumonia; Emergency medicine; Nursing; Internal medicine","score_opus":0.2832559060742405,"score_gpt":0.5804365702353254,"score_spread":0.29718066416108485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104196766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830875,0.0033648487,0.0014721294,0.00963209,0.0015767218,0.00059164694,0.0000025082127,0.000004277802,0.0002683172],"genre_scores_gemma":[0.99031264,0.00021358988,0.007941066,0.00075348717,0.0001412157,0.0000028669504,0.0000068240115,0.000008285311,0.00062003464],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9816721,0.011941457,0.0052316356,0.00031712896,0.00059364235,0.00024400259],"domain_scores_gemma":[0.987081,0.006466871,0.0029024333,0.00024034992,0.0032478338,0.00006149681],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10803011,0.00012896307,0.00062137155,0.00048230623,0.00004198722,0.000011364042,0.00018414772,0.00034504922,0.00037688107],"category_scores_gemma":[0.17860131,0.00010880826,0.00030018366,0.00046509362,0.000072277595,0.00046886268,0.000054759494,0.0006942245,0.00006677917],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1845535,0.010398152,0.10605769,0.000051444717,0.00087774894,0.00009752,0.007173671,0.008776504,0.03935078,0.0005525686,0.04873202,0.59337837],"study_design_scores_gemma":[0.017080566,0.005370807,0.962955,0.0014576525,0.0010625956,0.000094506184,0.002985839,0.0021809596,0.001066486,0.0015872893,0.003938468,0.00021980573],"about_ca_topic_score_codex":0.000073939496,"about_ca_topic_score_gemma":0.00023519719,"teacher_disagreement_score":0.85689735,"about_ca_system_score_codex":0.00018463023,"about_ca_system_score_gemma":0.0007024809,"threshold_uncertainty_score":0.9184707},"labels":[],"label_agreement":null},{"id":"W2104789789","doi":"10.1503/cmaj.109-4937","title":"Canada tackles antimicrobial resistance","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boss; Government (linguistics); Antimicrobial; Resistance (ecology); Operations research; Medicine; Library science; Political science; Computer science; Microbiology; Biology; Engineering; Philosophy","score_opus":0.002644155953187155,"score_gpt":0.17871658684568295,"score_spread":0.1760724308924958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104789789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54416347,0.004571367,0.0010299772,0.28627557,0.019838035,0.00031827606,0.0003272385,0.00010063519,0.14337546],"genre_scores_gemma":[0.963854,0.000101432,0.000042773878,0.017928751,0.00060062547,4.6219787e-7,0.000017824894,0.000011254843,0.017442847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985852,0.00023773425,0.00030656194,0.00013721241,0.0002108515,0.0005223974],"domain_scores_gemma":[0.9990585,0.00015650419,0.0001696411,0.00009811429,0.00019546956,0.00032180335],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008172923,0.000104021565,0.00019624637,0.00006230217,0.00046343898,0.000033522116,0.00026569338,0.00038546824,0.0030838102],"category_scores_gemma":[0.0010813859,0.00009135388,0.0000562287,0.00010733374,0.000059337934,0.000048313745,0.000010975013,0.0007343439,0.0002986674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069068305,0.000008068073,0.0068853037,0.000007161401,0.00007805911,0.000066123044,0.000031266216,5.677839e-7,0.00038690658,0.00083671976,0.98857206,0.003120832],"study_design_scores_gemma":[0.0005274105,0.000008962479,0.01257858,0.000074961325,0.000011742476,0.000119967226,0.000057192363,0.0000017322996,0.0005495363,0.000046473255,0.98590285,0.00012060675],"about_ca_topic_score_codex":0.47292027,"about_ca_topic_score_gemma":0.99348986,"teacher_disagreement_score":0.5205696,"about_ca_system_score_codex":0.0006511926,"about_ca_system_score_gemma":0.006486479,"threshold_uncertainty_score":0.9991458},"labels":[],"label_agreement":null},{"id":"W2105441966","doi":"10.4269/ajtmh.2010.09-0143","title":"Risk Factors for Antibiotic-Resistant Escherichia coli Carriage in Young Children in Peru: Community-Based Cross-Sectional Prevalence Study","year":2010,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child and Family Research Institute","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Carriage; Cross-sectional study; Environmental health; Antibiotic resistance; Medicine; Antibiotics; Cross-resistance; Prevalence; Escherichia coli; Biology; Microbiology; Virology; Population; Genetics; Pathology","score_opus":0.013932712570328938,"score_gpt":0.2894924701285898,"score_spread":0.27555975755826084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105441966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984746,0.00041571676,0.00013681086,0.00017686868,0.00044238206,0.00029023667,0.000029989234,0.0000070935816,0.00002628359],"genre_scores_gemma":[0.99937695,0.000109353095,0.00026914544,0.00009342692,0.00008989533,0.0000015923689,0.0000079500205,0.000012559308,0.00003912251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998303,0.0004611486,0.0006614152,0.00019128891,0.000092373455,0.00029079543],"domain_scores_gemma":[0.9984745,0.000691583,0.00043960015,0.00020748879,0.00012152197,0.00006532684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006487858,0.00018177106,0.00060483895,0.00023463584,0.00021708009,0.000014365098,0.0002867873,0.00010759003,0.000037623246],"category_scores_gemma":[0.00067770074,0.00012313374,0.000081930026,0.00023902429,0.0011561648,0.00006771673,0.00003593537,0.0013063092,9.326962e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008789968,0.0005882949,0.9655302,0.000029611727,0.000087402375,0.00000858654,0.0010685278,0.0000091754,0.03143292,0.00003204579,0.000019806936,0.00031440286],"study_design_scores_gemma":[0.004346945,0.004786146,0.98683393,0.00011108883,0.000075080665,0.000024287188,0.0026136085,0.000005619851,0.0009920988,0.000025174635,0.000058566264,0.0001274539],"about_ca_topic_score_codex":0.002753039,"about_ca_topic_score_gemma":0.0018350406,"teacher_disagreement_score":0.03044082,"about_ca_system_score_codex":0.000031160922,"about_ca_system_score_gemma":0.00009931691,"threshold_uncertainty_score":0.5675337},"labels":[],"label_agreement":null},{"id":"W2105597307","doi":"10.1503/cmaj.140848","title":"Common harms from amoxicillin: a systematic review and meta-analysis of randomized placebo-controlled trials for any indication","year":2014,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; University of Oxford; Bond University; Medical Research Council; Australian Government","keywords":"Medicine; Amoxicillin; Placebo; Randomized controlled trial; Internal medicine; Adverse effect; Amoxicillin/clavulanic acid; Clavulanic acid; Antibiotics; Microbiology; Pathology","score_opus":0.04729862518943108,"score_gpt":0.32945441646476614,"score_spread":0.2821557912753351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105597307","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000022750028,0.99146444,0.00053864194,0.0019898592,0.0002693484,0.004746649,0.00093723316,0.0000071456984,0.000044382283],"genre_scores_gemma":[0.000094333845,0.9959154,0.000028941593,0.0018777215,0.000108904715,0.00034576634,0.0005910682,0.000020964993,0.0010168571],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98167396,0.012126831,0.0052038427,0.00028962636,0.0003151438,0.0003906061],"domain_scores_gemma":[0.97117627,0.018572643,0.009288175,0.00026574093,0.00042125117,0.00027595248],"candidate_categories":["metaresearch","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.041081358,0.00038556667,0.03651041,0.00064033864,0.00020701931,0.000046470966,0.00040840497,0.0013969945,0.0024221938],"category_scores_gemma":[0.041690566,0.00020534781,0.008204451,0.00035197908,0.00012691703,0.00003913918,0.000015531972,0.00088006776,0.000039596816],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056539994,0.000026321091,0.0000015499502,0.11532114,0.8738908,0.0000039573856,0.00005856441,1.07815225e-7,1.5517222e-7,0.00021137497,0.007403177,0.0025174445],"study_design_scores_gemma":[0.024994034,0.000016831764,4.414278e-7,0.01993181,0.88281244,0.0000161796,0.000019590392,0.000006107674,2.2793613e-7,0.000055307635,0.071970336,0.00017667447],"about_ca_topic_score_codex":0.0007589689,"about_ca_topic_score_gemma":0.005122249,"teacher_disagreement_score":0.09538933,"about_ca_system_score_codex":0.0002988516,"about_ca_system_score_gemma":0.0016544274,"threshold_uncertainty_score":0.9998994},"labels":[],"label_agreement":null},{"id":"W2108661760","doi":"10.1093/cid/civ120","title":"Impact of Infectious Disease Consultation on Quality of Care, Mortality, and Length of Stay in Staphylococcus aureus Bacteremia: Results From a Large Multicenter Cohort Study","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":260,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Mount Sinai Hospital; Trillium Health Centre; University Health Network; SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences; Lakeridge Health; University of Ottawa","funders":"","keywords":"Medicine; Bacteremia; Hazard ratio; Blood culture; Retrospective cohort study; Antibiotics; Cohort; Internal medicine; Confidence interval; Cohort study; Staphylococcus aureus","score_opus":0.05330003374471256,"score_gpt":0.40340797151886587,"score_spread":0.35010793777415333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108661760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99420816,0.0010575783,0.000011741055,0.0000045979937,0.00030412883,0.000890638,0.0033407037,0.000031948926,0.0001505323],"genre_scores_gemma":[0.99941266,0.00018377102,0.0000015124219,0.000018688475,0.000026738346,0.000009736422,0.00032216343,0.000013024454,0.000011711079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966765,0.0011505543,0.0013881404,0.00045228665,0.00011165591,0.00022086903],"domain_scores_gemma":[0.996392,0.0018213447,0.0007711962,0.0004884248,0.0003955687,0.0001314353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070061296,0.00021314262,0.0008927658,0.00011974625,0.000040454688,0.0000067558826,0.00011128905,0.00020588184,0.000025539792],"category_scores_gemma":[0.004624602,0.00016739033,0.00024951022,0.00016569132,0.00048479877,0.00007552577,0.000097701,0.00026428144,0.0000061220467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039139595,0.008154088,0.98514056,0.000098450415,0.00096042536,0.000008305531,0.0010774712,0.000043566768,0.00032876493,0.000026656291,0.000080960446,0.00016677786],"study_design_scores_gemma":[0.014264404,0.0019896352,0.98185706,0.0001294699,0.0003683357,7.46929e-8,0.00096424797,0.0000058186065,0.00012722968,0.00013035558,0.0000071202453,0.00015621941],"about_ca_topic_score_codex":0.005012811,"about_ca_topic_score_gemma":0.002410667,"teacher_disagreement_score":0.010350444,"about_ca_system_score_codex":0.000070587856,"about_ca_system_score_gemma":0.0002678334,"threshold_uncertainty_score":0.75779045},"labels":[],"label_agreement":null},{"id":"W2109322623","doi":"10.1371/journal.pone.0114548","title":"Geographical Variability in the Likelihood of Bloodstream Infections Due to Gram-Negative Bacteria: Correlation with Proximity to the Equator and Health Care Expenditure","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"AstraZeneca","keywords":"Bacteremia; Latitude; Gross domestic product; Biology; Medicine; Demography; Microbiology; Geography","score_opus":0.011196735347110392,"score_gpt":0.220237794960205,"score_spread":0.20904105961309463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109322623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934994,0.00012435888,0.0016263658,0.0036772252,0.000045893386,0.0008699465,0.000036379854,0.000015088901,0.00010532828],"genre_scores_gemma":[0.9990521,0.000011148789,0.00044849588,0.00038554572,0.000025383031,0.000035842808,0.000024690287,0.0000051987754,0.000011602911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890006,0.0005028557,0.00017379544,0.00020221727,0.000047759648,0.0001733116],"domain_scores_gemma":[0.9992861,0.00028254176,0.000078176585,0.00026192953,0.00006643221,0.000024803323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004989787,0.000095625066,0.00022411633,0.000045758152,0.00018133686,0.000008918384,0.00010720506,0.00010967334,0.000014965322],"category_scores_gemma":[0.00016709113,0.000050296796,0.000021663796,0.0002020516,0.00012662081,0.000034391065,0.000038498536,0.00025656968,0.000008874098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008383537,0.008691777,0.8763077,0.00066759717,0.0010278291,0.0000026008688,0.06685967,0.000024167954,0.030837491,0.0080917,0.00064011983,0.006010973],"study_design_scores_gemma":[0.0010345111,0.0020139776,0.98051745,0.00035491883,0.00014414042,0.000011142702,0.0033864875,0.000010410221,0.011578022,0.00047752445,0.00030299518,0.00016842531],"about_ca_topic_score_codex":0.00067428494,"about_ca_topic_score_gemma":0.004402044,"teacher_disagreement_score":0.10420972,"about_ca_system_score_codex":0.00001877503,"about_ca_system_score_gemma":0.000046998895,"threshold_uncertainty_score":0.24564439},"labels":[],"label_agreement":null},{"id":"W2110364582","doi":"10.1093/fampra/cmh719","title":"How and why are non-prescription analgesics used in Scotland?","year":2004,"lang":"en","type":"article","venue":"Family Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Quarter (Canadian coin); Government (linguistics); Minor (academic); Over-the-counter; Family medicine; Alternative medicine; Nursing","score_opus":0.016230611960812057,"score_gpt":0.23992434971602114,"score_spread":0.2236937377552091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110364582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836675,0.006226388,0.002306177,0.0052176677,0.00047891107,0.00019150205,0.000009244502,0.000037345657,0.0018652678],"genre_scores_gemma":[0.99605614,0.00092700263,0.00043697888,0.0014778179,0.000029366814,0.0000025262373,0.0000147854935,0.000011095337,0.0010442741],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999267,0.00010904843,0.00012911562,0.00024017326,0.00003573189,0.000218951],"domain_scores_gemma":[0.99948865,0.00012695632,0.00013392119,0.00018379507,0.000048673162,0.0000179821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019996341,0.00011713925,0.00017499067,0.000073801646,0.00009845695,0.000046417576,0.00009052361,0.00019715787,0.0000056754457],"category_scores_gemma":[0.00023320115,0.00010244578,0.00002577813,0.00014335204,0.00010134962,0.00045028352,0.000039430783,0.00030154426,0.00007583687],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001155959,0.0007455173,0.071895495,0.00017857864,0.00030514068,0.00038604773,0.0022526027,0.000052249,0.9027445,0.0039704316,0.013951981,0.0023615311],"study_design_scores_gemma":[0.009202934,0.00043453954,0.669488,0.0006003228,0.00022978295,0.0002477124,0.015702661,0.000009552918,0.034564633,0.0009773144,0.26782146,0.00072111044],"about_ca_topic_score_codex":0.0004746486,"about_ca_topic_score_gemma":0.00030869624,"teacher_disagreement_score":0.86817986,"about_ca_system_score_codex":0.00003471819,"about_ca_system_score_gemma":0.00004208708,"threshold_uncertainty_score":0.41776177},"labels":[],"label_agreement":null},{"id":"W2111517095","doi":"10.1071/hi14025","title":"Assessment of current antimicrobial stewardship policies and resources: a focus group project","year":2014,"lang":"en","type":"article","venue":"Healthcare Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Antimicrobial stewardship; Focus group; Thematic analysis; Pharmacy; Medicine; Accreditation; Health care; Stewardship (theology); Public relations; Nursing; Teamwork; Medical education; Qualitative research; Business; Political science; Sociology; Antibiotic resistance; Marketing","score_opus":0.025288919282081303,"score_gpt":0.3272509823116907,"score_spread":0.3019620630296094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111517095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950606,0.0016819012,0.0013374726,0.0003408488,0.00069167814,0.00029250173,0.000016061766,0.000062287305,0.0005166172],"genre_scores_gemma":[0.9989498,0.0007525836,0.000060006107,0.00006827581,0.00007786272,0.0000057006487,0.00002357729,0.000009974876,0.000052178788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893624,0.00032998426,0.00026253363,0.00021055625,0.00003396863,0.00022674196],"domain_scores_gemma":[0.99952334,0.00006882372,0.00016681575,0.00015542773,0.000068098765,0.00001751802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031112845,0.00011621802,0.00023680145,0.0001353928,0.0001761039,0.000010132516,0.000044783217,0.00015935306,0.000008967413],"category_scores_gemma":[0.000032870554,0.00009623143,0.000051959003,0.00013168037,0.00015086106,0.000047058526,0.000040498795,0.00023535427,0.0000064005626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016562777,0.0005043704,0.7795877,0.00259098,0.00013152126,9.078179e-7,0.002080489,0.0000027417384,0.098520026,0.026551202,0.0023719736,0.08749246],"study_design_scores_gemma":[0.0014213796,0.0012116542,0.8909822,0.00077964534,0.00005557269,0.000070828515,0.00018939876,0.000018308063,0.0100546,0.0003227781,0.094617695,0.00027590524],"about_ca_topic_score_codex":0.004582817,"about_ca_topic_score_gemma":0.0015392856,"teacher_disagreement_score":0.11139453,"about_ca_system_score_codex":0.000040989788,"about_ca_system_score_gemma":0.000060265047,"threshold_uncertainty_score":0.69278795},"labels":[],"label_agreement":null},{"id":"W2112550499","doi":"10.1001/jamainternmed.2013.13957","title":"Warfarin Interactions With Antibiotics in the Ambulatory Care Setting","year":2014,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Warfarin; Interquartile range; Retrospective cohort study; Atrial fibrillation; Population; Respiratory tract infections; Internal medicine; Intensive care medicine; Emergency medicine; Respiratory system","score_opus":0.006921758851163959,"score_gpt":0.24748333442556664,"score_spread":0.24056157557440266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112550499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96717906,0.0013826562,0.0018197998,0.00513618,0.00094636047,0.00014420087,0.0000031623417,0.000034265955,0.023354303],"genre_scores_gemma":[0.9965785,0.000027515354,0.00009831395,0.0017283165,0.00021324003,5.2219167e-7,0.00001755439,0.0000102046315,0.0013257929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918115,0.00015825458,0.00022410034,0.00017581756,0.00005377636,0.00020688292],"domain_scores_gemma":[0.9992985,0.0002989718,0.00009746963,0.00023416369,0.000057062178,0.000013802554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027142503,0.000122000674,0.000183783,0.00008463108,0.00010026169,0.000010530952,0.0002635594,0.00008632784,0.00014715853],"category_scores_gemma":[0.00016337655,0.00006171013,0.000029067987,0.00009688172,0.00028400493,0.000055216424,0.000034448854,0.0005490335,0.00009784914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013641594,0.00041287695,0.6183049,0.00050667766,0.0005550347,0.00031332343,0.0596801,0.000055777313,0.22302729,0.007860825,0.030104019,0.057815],"study_design_scores_gemma":[0.00712063,0.0018513554,0.5410138,0.005476611,0.00019277928,0.0010669193,0.04925817,0.000071603514,0.060894974,0.00020548889,0.33234745,0.0005002448],"about_ca_topic_score_codex":0.00046442074,"about_ca_topic_score_gemma":0.0005884222,"teacher_disagreement_score":0.3022434,"about_ca_system_score_codex":0.00003020032,"about_ca_system_score_gemma":0.000015907926,"threshold_uncertainty_score":0.2516466},"labels":[],"label_agreement":null},{"id":"W2119052007","doi":"10.1080/10647440400003873","title":"Usage of Antifungal Drugs for Therapy of Genital <i>Candida</i>Infections, Purchased as Over‐the‐Counter Products or by Prescription: 1. Analyses of a Unique Database","year":2003,"lang":"en","type":"article","venue":"Infectious Diseases in Obstetrics and Gynecology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital","funders":"","keywords":"Clotrimazole; Fluconazole; Pharmacy; Medical prescription; Econazole; Medicine; Over-the-counter; Itraconazole; Miconazole; Genital herpes; Antifungal; Family medicine; Dermatology; Pharmacology; Immunology","score_opus":0.014957235009211497,"score_gpt":0.28563888952331395,"score_spread":0.2706816545141025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119052007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702994,0.027105724,0.00027946726,0.000027106658,0.0007642014,0.00065731304,0.0006556531,0.00001401163,0.00019711333],"genre_scores_gemma":[0.993877,0.00556769,0.00001988533,0.000100874204,0.0000090648255,0.000035106084,0.00009353203,0.000013835291,0.00028300655],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99865454,0.0002910762,0.0004764736,0.00028890636,0.00005076884,0.00023824311],"domain_scores_gemma":[0.9956889,0.0034099645,0.00032988252,0.00030310274,0.00024352955,0.00002459516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022806789,0.00016549502,0.00043840133,0.00025775708,0.00011133888,0.00000720875,0.00012090938,0.00017663362,0.00014057035],"category_scores_gemma":[0.0045667966,0.00011892274,0.000096266296,0.0006540032,0.00054024864,0.00008363685,0.000036562342,0.00013320193,0.0000012218795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014409289,0.007578349,0.51384324,0.0011173692,0.0016250882,0.000021617689,0.000861353,0.000049413804,0.45113304,0.0059371283,0.008561538,0.007830935],"study_design_scores_gemma":[0.025777323,0.009098343,0.093171686,0.00025107682,0.0009883003,0.00014253866,0.0013552876,0.000040559007,0.6998698,0.0023674588,0.16583505,0.0011025458],"about_ca_topic_score_codex":0.00026458467,"about_ca_topic_score_gemma":0.000070754635,"teacher_disagreement_score":0.42067155,"about_ca_system_score_codex":0.0000314386,"about_ca_system_score_gemma":0.00023885722,"threshold_uncertainty_score":0.54672116},"labels":[],"label_agreement":null},{"id":"W2120028391","doi":"10.1186/2047-2994-1-6","title":"Control of antimicrobial resistance in Canada: any lessons to learn?","year":2012,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health; Health Sciences Centre","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Antibiotic resistance; Public health; Agency (philosophy); Medicine; Resistance (ecology); Drug resistance; Infection control; Corporate governance; Environmental health; Business; Intensive care medicine; Pathology; Biology","score_opus":0.007464403352230428,"score_gpt":0.22399425361856534,"score_spread":0.21652985026633492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120028391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98479563,0.004072322,0.0033394857,0.0033927017,0.0014342025,0.00075232144,0.0002857675,0.000048447888,0.0018791285],"genre_scores_gemma":[0.9953314,0.00049769814,0.00009004254,0.0017724311,0.00010670074,0.000012299854,0.000018214785,0.000031673746,0.002139551],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975576,0.000275176,0.0007205585,0.00045356108,0.00008763258,0.00090548524],"domain_scores_gemma":[0.9988636,0.00022946225,0.00030035418,0.00034219056,0.00015946814,0.00010496699],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047722715,0.00033918422,0.0007906582,0.00022292936,0.0002552953,0.00002178335,0.00018035888,0.00025467845,0.00009875389],"category_scores_gemma":[0.00017629785,0.00032831263,0.000120273784,0.0004116392,0.00021900488,0.00027039816,0.000042514694,0.0003821103,0.00005494747],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002345842,0.0003270887,0.21765867,0.00036979027,0.00027198455,0.00001253387,0.0003336166,0.000049809172,0.7298662,0.0036418873,0.044553135,0.0005694344],"study_design_scores_gemma":[0.011731562,0.00011488986,0.6032105,0.001251861,0.00024660918,0.000035097397,0.00014403263,0.0000048721463,0.16404556,0.000038088532,0.2180785,0.0010984347],"about_ca_topic_score_codex":0.16598584,"about_ca_topic_score_gemma":0.80286103,"teacher_disagreement_score":0.63687515,"about_ca_system_score_codex":0.00025640952,"about_ca_system_score_gemma":0.0005360702,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W2120099961","doi":"10.1136/ebn.7.3.75","title":"Review: delaying a prescription reduces antibiotic use in upper respiratory tract infections","year":2004,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Respiratory tract infections; Medical prescription; Antibiotics; Upper respiratory tract infection; Internal medicine; Pediatrics; Respiratory system; Microbiology; Pharmacology; Biology","score_opus":0.05341050164387884,"score_gpt":0.3025428178951349,"score_spread":0.24913231625125604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120099961","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072209835,0.6648831,0.00053782354,0.25496203,0.005012267,0.0018032462,0.000047932706,0.00030710007,0.000236697],"genre_scores_gemma":[0.300448,0.028051855,0.00037452823,0.66683,0.0015440495,0.000038378985,0.00048712944,0.00021026873,0.002015791],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9961984,0.0011463483,0.0008480101,0.0008878955,0.00013109553,0.0007882448],"domain_scores_gemma":[0.9980621,0.00061834033,0.0004830637,0.0006710289,0.00013451629,0.000030988613],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00070805097,0.000536085,0.00080013025,0.0006414037,0.00035729958,0.00009053832,0.00035767918,0.0014969012,0.00017201064],"category_scores_gemma":[0.0007132212,0.0004982446,0.00034926986,0.00055537006,0.00052224123,0.0007493015,0.000024005929,0.002941047,0.0002555573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086484455,0.0006518754,0.006687025,0.002908868,0.000102337624,0.00028315643,0.00016982883,0.00009655495,0.023188686,0.000017185133,0.96131927,0.0044887136],"study_design_scores_gemma":[0.0014939893,0.0007505445,0.015708232,0.57475567,0.0008046475,0.00017586935,0.00007464648,0.000004763472,0.015525426,0.00009881824,0.38913128,0.0014760961],"about_ca_topic_score_codex":0.00032922652,"about_ca_topic_score_gemma":0.00003227915,"teacher_disagreement_score":0.6368312,"about_ca_system_score_codex":0.0007967056,"about_ca_system_score_gemma":0.00074651744,"threshold_uncertainty_score":0.9997994},"labels":[],"label_agreement":null},{"id":"W2120423443","doi":"","title":"Postdated versus usual delayed antibiotic prescriptions in primary care: Reduction in antibiotic use for acute respiratory infections?","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Antibiotics; Respiratory tract infections; Randomized controlled trial; Pediatrics; Primary care; Pharmacy; Internal medicine; Emergency medicine; Respiratory system; Family medicine","score_opus":0.02142554673945724,"score_gpt":0.2500309760470222,"score_spread":0.22860542930756494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120423443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928842,0.0006803737,0.000029538043,0.00010102845,0.0041364925,0.0014858574,0.00012072415,0.00010004737,0.00046169924],"genre_scores_gemma":[0.9984466,0.000109551496,0.000094043324,0.00007116994,0.00007039979,0.000075122276,0.00035745747,0.000029794475,0.00074585003],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983543,0.000117790776,0.00041924027,0.0004589837,0.00004164276,0.0006080248],"domain_scores_gemma":[0.9992536,0.00011306276,0.00012374105,0.00036545048,0.00010313546,0.00004106532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027739588,0.0002089546,0.00030984197,0.0004162061,0.00017978197,0.000038734488,0.00017128856,0.00048813355,0.00000970694],"category_scores_gemma":[0.00015563183,0.00020652414,0.00009556366,0.00044875487,0.00025490273,0.00035708473,0.000057260615,0.00059131475,0.000031522177],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004740601,0.001483084,0.12568212,0.00020878206,0.0007298207,0.000038848695,0.00079815177,0.000041285253,0.8394171,0.0009293894,0.004126807,0.021803988],"study_design_scores_gemma":[0.00558307,0.00022154584,0.95252883,0.00003851947,0.0001483996,0.000027227272,0.00018139972,0.0000029934408,0.034607153,0.000014696073,0.006338494,0.0003076881],"about_ca_topic_score_codex":0.00028110892,"about_ca_topic_score_gemma":0.0017135311,"teacher_disagreement_score":0.8268467,"about_ca_system_score_codex":0.0001826236,"about_ca_system_score_gemma":0.00013996189,"threshold_uncertainty_score":0.842181},"labels":[],"label_agreement":null},{"id":"W2120761005","doi":"10.1186/1748-5908-6-5","title":"Feasibility of a randomised trial of a continuing medical education program in shared decision-making on the use of antibiotics for acute respiratory infections in primary care: the DECISION+ pilot trial","year":2011,"lang":"en","type":"article","venue":"Implementation Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université Laval; Université de Montréal; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Family medicine; Randomized controlled trial; Continuing medical education; Intervention (counseling); Health services research; Clinical trial; Public health; Health administration; Nursing; Internal medicine; Continuing education; Medical education","score_opus":0.13030699535679421,"score_gpt":0.44487014152120136,"score_spread":0.31456314616440717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120761005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931879,0.00005626368,0.001162183,0.00003856322,0.0005274136,0.004948562,0.000038132148,0.0000053977797,0.000035556764],"genre_scores_gemma":[0.99852586,0.000019069972,0.0013137223,0.00007434168,0.000010932244,0.000041824645,0.000008048445,0.0000038858825,0.0000022905756],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9982637,0.00026527065,0.0008752058,0.00022775031,0.00019456104,0.00017348178],"domain_scores_gemma":[0.996386,0.00253664,0.0004931609,0.00029667642,0.000273767,0.000013771292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025441172,0.000082050086,0.0002562519,0.00021387081,0.00011684359,0.000013344677,0.00033648094,0.0000646499,0.00006198045],"category_scores_gemma":[0.003538331,0.000048575082,0.00007898283,0.00061874965,0.0006803656,0.0001574592,0.000065808796,0.000114924725,5.581818e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6460984,0.0038806277,0.030792633,0.00006664578,0.00007745729,7.453581e-7,0.01059635,0.000008983799,0.039540634,0.002235913,0.00029483286,0.26640677],"study_design_scores_gemma":[0.6970694,0.007441671,0.23679467,0.0013269283,0.00014796968,0.0000032035614,0.005616396,0.000045501947,0.049844313,0.0010315661,0.00044420766,0.00023418895],"about_ca_topic_score_codex":0.00010184226,"about_ca_topic_score_gemma":0.0006621509,"teacher_disagreement_score":0.2661726,"about_ca_system_score_codex":0.00007364384,"about_ca_system_score_gemma":0.0009354864,"threshold_uncertainty_score":0.42359683},"labels":[],"label_agreement":null},{"id":"W2120841197","doi":"10.1503/cmaj.070151","title":"Predictors of inappropriate antibiotic prescribing among primary care physicians","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":228,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"","keywords":"Medicine; Medical prescription; Antibiotics; Confidence interval; Logistic regression; Respiratory tract infections; Odds ratio; Internal medicine; Family medicine; Pediatrics; Intensive care medicine; Respiratory system","score_opus":0.0038127704335879854,"score_gpt":0.19127626884974364,"score_spread":0.18746349841615564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120841197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987636,0.0018758179,0.00023443255,0.0004462405,0.0019670166,0.00010454973,0.000029700122,0.000018737177,0.007687505],"genre_scores_gemma":[0.99788874,0.0001246122,0.000030367562,0.00068002124,0.00037913062,1.6293991e-7,0.000034178713,0.000012871092,0.000849907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847776,0.00013091866,0.0004595253,0.00014044462,0.00025550555,0.00053583353],"domain_scores_gemma":[0.9989248,0.000110202454,0.0003503516,0.00010168033,0.00029577405,0.00021721284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010591645,0.00011249163,0.00026471692,0.00016236206,0.00025550884,0.00001522478,0.00023517392,0.0005683966,0.00032156968],"category_scores_gemma":[0.00034264536,0.0000999392,0.00011324373,0.00018059865,0.00015813937,0.00009143591,0.000018853485,0.0008121847,0.00005551614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024277331,0.000052868298,0.9514766,0.00007938872,0.00042906497,0.00016017068,0.0022587231,0.0000027182275,0.004100256,0.000118468815,0.015882362,0.025415132],"study_design_scores_gemma":[0.0011378288,0.00009629261,0.95340884,0.0005296132,0.00008046003,0.00007892666,0.003598893,0.0000020663656,0.0058487216,0.000013037684,0.03501228,0.00019304022],"about_ca_topic_score_codex":0.001717891,"about_ca_topic_score_gemma":0.017084049,"teacher_disagreement_score":0.025222093,"about_ca_system_score_codex":0.00055346,"about_ca_system_score_gemma":0.0010562356,"threshold_uncertainty_score":0.95333004},"labels":[],"label_agreement":null},{"id":"W2121112438","doi":"","title":"Role of diagnostic labeling in antibiotic prescription.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Medicine; Medical prescription; Medical diagnosis; Respiratory tract infections; Antibiotics; Pediatrics; Internal medicine; Family medicine; Respiratory system; Pathology; Nursing","score_opus":0.009563441810652036,"score_gpt":0.19423858507912226,"score_spread":0.18467514326847023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121112438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98131734,0.013178431,0.000016742195,0.00008639565,0.00023455039,0.00027866662,0.0000041627945,0.000024757393,0.004858956],"genre_scores_gemma":[0.9968526,0.000816783,0.00002075733,0.000039226034,0.000015758342,0.000015647152,0.000007927382,0.0000069539465,0.0022243874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993013,0.000055421602,0.00020056764,0.00014182608,0.000019490932,0.00028134993],"domain_scores_gemma":[0.9996029,0.00016622018,0.000058284128,0.00013875692,0.00002122225,0.000012608946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000154159,0.000071535746,0.00015690697,0.00008004848,0.00003060929,0.0000035913683,0.00010959864,0.00010885458,0.00004500188],"category_scores_gemma":[0.00029720433,0.000062312225,0.000033780892,0.00015024781,0.000087166416,0.000048588765,0.000028516417,0.000107249936,0.000064870466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015047967,0.00053708674,0.7572824,0.00007423847,0.00011263485,0.00002550656,0.00038892904,0.000041409676,0.13234553,0.001409577,0.00092487043,0.10670735],"study_design_scores_gemma":[0.000609883,0.000013957133,0.9551239,0.000045691115,0.000017672286,0.000014629551,0.0001721502,0.0000025142747,0.037084375,0.00022224482,0.006604313,0.00008865631],"about_ca_topic_score_codex":0.00013572477,"about_ca_topic_score_gemma":0.00007902901,"teacher_disagreement_score":0.19784153,"about_ca_system_score_codex":0.0000147394085,"about_ca_system_score_gemma":0.000012299232,"threshold_uncertainty_score":0.25410187},"labels":[],"label_agreement":null},{"id":"W2121820144","doi":"10.1017/s1481803500012252","title":"Door-to-antibiotic time for pneumonia in a rural emergency department","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Emergency department; Pneumonia; Emergency medicine; Antibiotics; Pediatrics; Internal medicine; Nursing","score_opus":0.019778795921676445,"score_gpt":0.28706015393762563,"score_spread":0.2672813580159492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121820144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97270614,0.0035565854,0.00007970468,0.0041044094,0.01806884,0.00032481508,0.00003453694,0.000005795644,0.0011191547],"genre_scores_gemma":[0.9926413,0.00024295297,0.00010904473,0.00010604684,0.0004752263,0.0000020300492,0.000022116184,0.000020917612,0.006380326],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983227,0.000050055274,0.0008768728,0.0001559703,0.000052821455,0.00054156815],"domain_scores_gemma":[0.99899197,0.000033650667,0.00025194813,0.00020358252,0.00021740697,0.0003014402],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052992074,0.00018201262,0.00043920195,0.00041091963,0.00014768279,0.0000018351262,0.00034230718,0.00017708182,0.008842581],"category_scores_gemma":[0.00042448362,0.0001376127,0.00013333354,0.0003006054,0.000109856286,0.00006043493,0.000009881425,0.00039073476,0.00021324382],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014185256,0.000073031624,0.09277063,0.00006258186,0.00020492233,0.00007172068,0.0011934204,0.0000027620144,0.7745889,0.0004944929,0.12837702,0.0020186706],"study_design_scores_gemma":[0.0045578945,0.0027442293,0.3669882,0.00086185633,0.00037115673,0.00023659668,0.0012540746,0.00001074063,0.015420969,0.0011948193,0.60552967,0.0008298168],"about_ca_topic_score_codex":0.0020662728,"about_ca_topic_score_gemma":0.05263938,"teacher_disagreement_score":0.7591679,"about_ca_system_score_codex":0.000049980594,"about_ca_system_score_gemma":0.00040078536,"threshold_uncertainty_score":0.99206346},"labels":[],"label_agreement":null},{"id":"W2123596530","doi":"10.1007/978-0-387-89370-9_29","title":"Containing Global Antibiotic Resistance: Ethical Drug Promotion in the Developing World","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Antibiotic resistance; Developing country; Public health; Promotion (chess); Globalization; Intervention (counseling); Psychological intervention; Resistance (ecology); Global health; Political science; Medicine; Public relations; Economic growth; Development economics; Politics; Antibiotics; Economics; Nursing; Biology","score_opus":0.021966157651818936,"score_gpt":0.2679569290344915,"score_spread":0.24599077138267253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123596530","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000761385,0.0061618425,0.00019717099,0.010282315,0.00050892745,0.00057459855,0.00002217801,0.000103536375,0.98138803],"genre_scores_gemma":[0.26921654,0.00036920168,0.00033520203,0.0027156349,0.000077299585,0.000001092437,0.00011355632,0.000021468099,0.72715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981957,0.00017729207,0.0005528379,0.0005236749,0.00010256614,0.00044792844],"domain_scores_gemma":[0.99912137,0.00017879567,0.00022593151,0.00038628516,0.0000716503,0.000015945281],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070305815,0.00038792705,0.0005426129,0.00012231746,0.0002343448,0.000038281225,0.00045472724,0.0010853563,0.0003236999],"category_scores_gemma":[0.00004323271,0.0002605117,0.00014698514,0.00011838082,0.00032316524,0.000041430336,0.00006140601,0.0017539436,0.0004461819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015366827,0.000038303075,0.00021773194,0.00010086752,0.00010716716,0.00011501704,0.00028099958,3.1982654e-7,0.0001075055,0.97334164,0.021914395,0.003622355],"study_design_scores_gemma":[0.0017000465,0.00016084951,0.0090930555,0.0053554378,0.00017861227,0.000116690186,0.00044106267,6.334646e-7,0.00053637725,0.06347076,0.9177471,0.0011993714],"about_ca_topic_score_codex":0.00003259631,"about_ca_topic_score_gemma":0.007453306,"teacher_disagreement_score":0.9098709,"about_ca_system_score_codex":0.00019738777,"about_ca_system_score_gemma":0.00022439912,"threshold_uncertainty_score":0.9999847},"labels":[],"label_agreement":null},{"id":"W2124478725","doi":"10.5539/gjhs.v8n2p190","title":"Nosocomial Infections and Epidemiology of Antibiotic Resistance in Teaching Hospitals in South East of Iran","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotic resistance; Guideline; Ciprofloxacin; Imipenem; Antibiotics; Acinetobacter; Christian ministry; Infection control; Epidemiology; Internal medicine; Intensive care medicine; Microbiology","score_opus":0.03676494238861477,"score_gpt":0.33596938033120194,"score_spread":0.29920443794258716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124478725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866435,0.011573785,0.00025092458,0.00061722647,0.00044425693,0.00009678465,0.000010059513,0.0000021462765,0.00036133124],"genre_scores_gemma":[0.998752,0.00013329407,0.001016897,0.0000736477,0.000011154794,8.574485e-8,3.3568332e-7,0.0000018751788,0.000010699724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807584,0.00035103917,0.0009862267,0.00016266077,0.00007406019,0.00035019446],"domain_scores_gemma":[0.9987001,0.00009707933,0.00090296776,0.000118475815,0.000118308315,0.000063067884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047882935,0.000084831656,0.0005662747,0.00021590415,0.00008653979,0.0000024155343,0.00025030418,0.00009037601,0.0000017369446],"category_scores_gemma":[0.0009704524,0.000066836554,0.000041260897,0.0004384893,0.00105088,0.00014763842,0.00005811565,0.0003031744,0.000001631481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010215459,0.0001103959,0.9942941,0.000063717045,0.000006888178,0.0000039410297,0.0010971775,0.00003890203,0.0013387739,0.0023545003,0.00009216674,0.0004972519],"study_design_scores_gemma":[0.0011686964,0.00044541038,0.99445254,0.0006253023,0.0000048245665,0.00010148228,0.0016295259,0.0000033846752,0.0002586292,0.0011948535,0.000053199634,0.000062178886],"about_ca_topic_score_codex":0.0003057223,"about_ca_topic_score_gemma":0.00042200368,"teacher_disagreement_score":0.012108525,"about_ca_system_score_codex":0.0001314204,"about_ca_system_score_gemma":0.00071675476,"threshold_uncertainty_score":0.3872011},"labels":[],"label_agreement":null},{"id":"W2125499669","doi":"10.1093/jac/dkq452","title":"Secular trends of antibacterial prescribing in UK paediatric primary care","year":2010,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Montreal Children's Hospital; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medical prescription; Medicine; Poisson regression; Rate ratio; Confidence interval; Pediatrics; Demography; Cohort; Cohort study; Defined daily dose; Population; Internal medicine; Environmental health","score_opus":0.004510209393404765,"score_gpt":0.21032412625478658,"score_spread":0.2058139168613818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125499669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960336,0.001340601,0.000029133345,0.00023745206,0.0017175023,0.0000667878,0.000017740715,0.000007396388,0.0005497482],"genre_scores_gemma":[0.99789053,0.0006863777,0.0007558471,0.00021495837,0.00023359926,1.18075064e-7,0.000027572421,0.00002154025,0.00016943293],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988129,0.00006957475,0.00064384885,0.00015383559,0.000056470144,0.00026336283],"domain_scores_gemma":[0.9991053,0.00003790624,0.0005303313,0.00018594215,0.000117114316,0.000023403978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024389474,0.00017170708,0.0005224015,0.00036393997,0.00004952497,0.000013331374,0.0003043191,0.00032687566,0.00025708106],"category_scores_gemma":[0.000016053575,0.0001389853,0.0002542263,0.00026341857,0.00014407428,0.000101872996,0.000028623544,0.00057023694,0.0000058112514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007425774,0.0001773559,0.0076578166,0.000073626914,0.00010299368,0.000022686667,0.0008902572,0.0000039463403,0.9831473,0.000012619793,0.0023116283,0.00485719],"study_design_scores_gemma":[0.0051584784,0.00023202931,0.043548748,0.00016878087,0.00004807022,0.00027515704,0.00013147894,3.164286e-7,0.93840384,0.0000085790725,0.011821778,0.0002027651],"about_ca_topic_score_codex":0.0000346964,"about_ca_topic_score_gemma":0.000043205488,"teacher_disagreement_score":0.044743482,"about_ca_system_score_codex":0.000029561272,"about_ca_system_score_gemma":0.00012856553,"threshold_uncertainty_score":0.5667656},"labels":[],"label_agreement":null},{"id":"W2126071211","doi":"10.1111/jcpt.12165","title":"How have pharmacists in different practice settings integrated prescribing privileges into practice in Alberta? A qualitative exploration","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Pharmacy and Therapeutics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Canadian Foundation for Pharmacy; Alberta College of Pharmacy","keywords":"Medicine; Formulary; Family medicine; Medical prescription; Pharmacy; Specialty; Pharmacy practice; Best practice; Nursing","score_opus":0.09057372965131276,"score_gpt":0.4508409983977162,"score_spread":0.3602672687464034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126071211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93694776,0.0061124996,0.00446341,0.050415125,0.0011915892,0.0003397397,0.0000030794881,0.000012576977,0.000514238],"genre_scores_gemma":[0.9882722,0.007560124,0.0008320656,0.002880108,0.00015470636,0.000002244581,0.0000059163453,0.000015531792,0.0002770863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948368,0.003348137,0.0012378211,0.00023162008,0.00010303362,0.00024261039],"domain_scores_gemma":[0.98885775,0.00939767,0.0012733851,0.00011398445,0.00030626185,0.000050928767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035948188,0.00020849225,0.000612304,0.00013743732,0.00007543445,0.000060185037,0.00018254088,0.00016923809,0.000010933405],"category_scores_gemma":[0.0045000534,0.00014321966,0.00011682292,0.00012765283,0.00023175619,0.0010645759,0.000046819874,0.001369253,0.0000048490233],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03850915,0.010506472,0.04397562,0.0005346686,0.00419472,0.00031404741,0.29222295,0.00007212637,0.09399813,0.0041367854,0.0026105205,0.5089248],"study_design_scores_gemma":[0.021291768,0.0014258474,0.0019264091,0.0009410844,0.00075485895,0.00033998044,0.05069991,0.001060181,0.029571582,0.0045330627,0.88685495,0.00060039957],"about_ca_topic_score_codex":0.000074662115,"about_ca_topic_score_gemma":0.000093734125,"teacher_disagreement_score":0.8842444,"about_ca_system_score_codex":0.000034103698,"about_ca_system_score_gemma":0.00009079333,"threshold_uncertainty_score":0.5948799},"labels":[],"label_agreement":null},{"id":"W2126111882","doi":"10.1080/00365540110080647","title":"Antibiotic Prescribing in Outpatients: a 1-Week Diagnosis-Prescribing Study in 5 Counties in Sweden","year":2002,"lang":"en","type":"article","venue":"Scandinavian Journal of Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Medicine; Antibiotics; Medical diagnosis; Respiratory tract infections; Medical prescription; Pediatrics; Antibiotic resistance; Antimicrobial; Intensive care medicine; Emergency medicine; Internal medicine; Respiratory system; Pathology","score_opus":0.023188558002690762,"score_gpt":0.24996462406168582,"score_spread":0.22677606605899506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126111882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98393494,0.01445954,0.0000060018724,0.000060786722,0.0007241592,0.00040262612,0.000015069067,0.000018222172,0.00037868222],"genre_scores_gemma":[0.99883455,0.0009085466,0.0000040152204,0.000046198886,0.00004424199,0.000006271092,0.000003318578,0.00002063848,0.00013222014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978655,0.0004137891,0.00086278777,0.00027459132,0.000110329674,0.00047300028],"domain_scores_gemma":[0.998912,0.00018086142,0.00057327095,0.00019677298,0.00008267927,0.00005446762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031538418,0.00023723413,0.000595484,0.00084400654,0.00010308605,0.0000501306,0.00027039592,0.00013043238,0.00019648543],"category_scores_gemma":[0.00047088752,0.0002055081,0.00012946536,0.00054382504,0.00016516155,0.00037110725,0.0000655404,0.0005065275,0.000035427263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019270157,0.004236445,0.98992187,0.00006650365,0.000088976114,0.0005166677,0.002872727,0.00015418722,0.0002806433,0.000013434915,0.0004880785,0.0011677694],"study_design_scores_gemma":[0.005947513,0.0013009675,0.9853299,0.0019726108,0.00007517588,0.00008489769,0.0045733773,0.000013491016,0.00028127062,0.0001072558,0.000058215956,0.00025529807],"about_ca_topic_score_codex":0.0007671275,"about_ca_topic_score_gemma":0.0024584897,"teacher_disagreement_score":0.014899637,"about_ca_system_score_codex":0.0002628483,"about_ca_system_score_gemma":0.00005043455,"threshold_uncertainty_score":0.8380377},"labels":[],"label_agreement":null},{"id":"W2128245173","doi":"10.5210/ojphi.v7i1.5734","title":"CIPARS: A One-Health Approach to Antimicrobial Resistance Surveillance","year":2015,"lang":"en","type":"article","venue":"Online Journal of Public Health Informatics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Public health; Public health surveillance; Antibiotic resistance; Agency (philosophy); Stakeholder; Antimicrobial; Psychological intervention; Action (physics); Medicine; Health surveillance; Environmental health; Public relations; Political science; Nursing; Biology; Microbiology; Sociology","score_opus":0.10478201274127036,"score_gpt":0.32618565999810034,"score_spread":0.22140364725682998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128245173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43834594,0.02507541,0.29519796,0.21946819,0.0067565353,0.0020861686,0.0009897432,0.0002524189,0.011827635],"genre_scores_gemma":[0.7691701,0.0031211143,0.1971213,0.025822546,0.0006498218,0.0000028820764,0.00036923625,0.00006457985,0.0036783728],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959832,0.0004467864,0.0023700518,0.00011991997,0.00021257566,0.0008674963],"domain_scores_gemma":[0.9962928,0.00007579862,0.0020375676,0.00035312332,0.00073333544,0.0005073364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055612177,0.00021663762,0.0008546767,0.00036015658,0.00020476428,0.000056143195,0.0005827394,0.00018167106,0.000012790088],"category_scores_gemma":[0.00068274204,0.00017598747,0.000113556256,0.000548844,0.00012971547,0.0004041297,0.000094797986,0.00067180337,0.00008202617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040784283,0.0028529854,0.002761356,0.0021813563,0.0004856297,0.0000051664924,0.02572373,0.00021902214,0.00019144411,0.003918281,0.9287248,0.032528356],"study_design_scores_gemma":[0.0031288816,0.0011537321,0.0043167146,0.00057870656,0.000008707974,0.00031750897,0.0064717066,0.000045847068,0.00005808493,0.000051618616,0.98354274,0.00032577003],"about_ca_topic_score_codex":0.000042899013,"about_ca_topic_score_gemma":0.0001342992,"teacher_disagreement_score":0.3308242,"about_ca_system_score_codex":0.00036986457,"about_ca_system_score_gemma":0.004053415,"threshold_uncertainty_score":0.71905833},"labels":[],"label_agreement":null},{"id":"W2128686605","doi":"10.1007/bf03405234","title":"Factors Associated with the Use of Over-the-Counter Medications in Cases of Acute Gastroenteritis in Hamilton, Ontario","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; University of Guelph","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Over-the-counter; Acute gastroenteritis; Medicine; Intensive care medicine; Virology; Pharmacology; Medical prescription","score_opus":0.04859058641900342,"score_gpt":0.24835905269203415,"score_spread":0.19976846627303074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128686605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947771,0.000580236,0.000053562053,0.004242407,0.00012192957,0.00008734675,0.00011182874,8.785258e-7,0.000024754196],"genre_scores_gemma":[0.9992156,0.00003578998,0.000008610503,0.00036605517,0.0000070235483,4.7644184e-7,0.000029560124,0.0000050041426,0.00033190649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884033,0.00025022612,0.00046466306,0.00006371619,0.000048097856,0.00033298138],"domain_scores_gemma":[0.9990582,0.00016141996,0.0004672138,0.0001198617,0.00011861068,0.00007471003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005422697,0.000072943076,0.00025895782,0.0002279734,0.00008165728,0.000011241173,0.00018725883,0.00006798594,0.00010778918],"category_scores_gemma":[0.000078904166,0.00004058174,0.000045077413,0.00021627359,0.00034126107,0.000102376674,0.0000047391854,0.00031142245,3.0263735e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009907477,0.00005921777,0.9870967,0.0000069003304,0.00014651784,0.00002851,0.0031535828,0.00000694864,0.00010286186,0.0001461381,0.009148746,0.00009392921],"study_design_scores_gemma":[0.0005264476,0.00016463704,0.9821153,0.0001782938,0.000014684424,0.000045685796,0.0007500979,4.7432783e-7,0.000032129778,0.000006281221,0.01613495,0.00003098786],"about_ca_topic_score_codex":0.5430882,"about_ca_topic_score_gemma":0.99215555,"teacher_disagreement_score":0.44906732,"about_ca_system_score_codex":0.00044088025,"about_ca_system_score_gemma":0.0038108157,"threshold_uncertainty_score":0.67602235},"labels":[],"label_agreement":null},{"id":"W2129745509","doi":"10.4321/s1886-36552007000100006","title":"Consumption of antibiotics in a small Pacific island nation: Samoa","year":2007,"lang":"en","type":"article","venue":"Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Research Council of New Zealand; University of Otago","keywords":"Medicine; Medical prescription; Antibiotics; Pharmacy; Environmental health; Hospital pharmacy; Quarter (Canadian coin); Consumption (sociology); Antibiotic resistance; Family medicine; Geography; Nursing; Microbiology","score_opus":0.048464346476598905,"score_gpt":0.33328324880101706,"score_spread":0.28481890232441814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129745509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968634,0.0063589145,0.0030390536,0.0009544485,0.0009696435,0.0002752009,0.000019221305,0.000040331965,0.019709187],"genre_scores_gemma":[0.996728,0.0016156643,0.00056301244,0.00019666004,0.000032303786,1.05145986e-7,0.000023334187,0.0000086428645,0.00083228375],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991072,0.0001451369,0.0003244254,0.00017033932,0.000031618172,0.00022132428],"domain_scores_gemma":[0.9988456,0.00068341166,0.00022499956,0.00013266802,0.00009837372,0.000014959952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085213594,0.0000964347,0.000156881,0.00011918087,0.000056967925,0.0000067216893,0.00010118125,0.00008314663,0.0002535248],"category_scores_gemma":[0.00028588588,0.000089748464,0.000035158326,0.0001651788,0.00012615892,0.00014333466,0.000027086166,0.000268634,0.00024605243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002629045,0.0009748139,0.18247074,0.0002640287,0.00027618252,0.00012175724,0.0017050247,0.0000096838185,0.7965613,0.0050803795,0.0024611102,0.0074459184],"study_design_scores_gemma":[0.005354828,0.0000851433,0.019157754,0.00014052833,0.00016594159,0.0002505519,0.0014454694,0.000035944555,0.7248094,0.00011892601,0.24814972,0.0002857565],"about_ca_topic_score_codex":0.0001582229,"about_ca_topic_score_gemma":0.00019313284,"teacher_disagreement_score":0.2456886,"about_ca_system_score_codex":0.000024835132,"about_ca_system_score_gemma":0.00004191027,"threshold_uncertainty_score":0.3659836},"labels":[],"label_agreement":null},{"id":"W2130070772","doi":"10.1093/cid/cis552","title":"Costs of Healthcare- and Community-Associated Infections With Antimicrobial-Resistant Versus Antimicrobial-Susceptible Organisms","year":2012,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":226,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"National Institute of Nursing Research","keywords":"Medicine; Antimicrobial; Acinetobacter baumannii; Propensity score matching; Enterococcus faecalis; Pseudomonas aeruginosa; Antibiotic resistance; Enterococcus faecium; Internal medicine; Staphylococcus aureus; Intensive care medicine; Antibiotics; Microbiology; Biology","score_opus":0.028063024999169045,"score_gpt":0.3144042100299497,"score_spread":0.28634118503078065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130070772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957138,0.0013788481,0.000088435125,0.00020713743,0.0013199679,0.00032109095,0.00024088277,0.00018965642,0.0005402366],"genre_scores_gemma":[0.99841034,0.0007945521,0.000014501938,0.00033679712,0.00006779414,0.0000047028307,0.00017157699,0.00003727633,0.00016247093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997199,0.0013321355,0.0006266579,0.00025926006,0.000049192746,0.00053373666],"domain_scores_gemma":[0.99729073,0.0015297777,0.00039269318,0.00042622664,0.00020964612,0.00015090498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005706076,0.0002664772,0.0006650513,0.000111465,0.000820894,0.000023256207,0.00015658661,0.0003737753,0.00010392443],"category_scores_gemma":[0.0007039677,0.00021955682,0.00016506574,0.00034201125,0.0012144919,0.00016027191,0.00014212512,0.00079426065,0.00008668218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007625187,0.006843589,0.9493423,0.00019831068,0.00096745434,0.0000036557478,0.00026300646,0.0000029245782,0.035938323,0.0011011222,0.0040117595,0.0005650517],"study_design_scores_gemma":[0.014152251,0.007899782,0.95349914,0.00096198096,0.0013845132,0.000044159453,0.00086010963,0.000001183725,0.017056018,0.00008615918,0.0031105746,0.0009441298],"about_ca_topic_score_codex":0.0013166345,"about_ca_topic_score_gemma":0.001882014,"teacher_disagreement_score":0.018882303,"about_ca_system_score_codex":0.00008348479,"about_ca_system_score_gemma":0.00017024361,"threshold_uncertainty_score":0.89532673},"labels":[],"label_agreement":null},{"id":"W2130710283","doi":"10.1186/1472-6963-12-290","title":"Evaluating the impact of a novel restricted reimbursement policy for quinolone antibiotics: A time series analysis","year":2012,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Kidney Disease Network; Alberta Health Services; South Health Campus; Libin Cardiovascular Institute of Alberta","funders":"Alberta Innovates; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale","keywords":"Medicine; Formulary; Quinolone; Medical prescription; Prior authorization; Antibiotics; Pediatrics; Intensive care medicine; Internal medicine; Emergency medicine; Family medicine; Pharmacology","score_opus":0.11004194572845193,"score_gpt":0.49361971721695763,"score_spread":0.3835777714885057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130710283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99072886,0.006600845,0.00051276543,0.00050366117,0.00007162817,0.0011843542,0.00020275032,0.000030651045,0.0001644804],"genre_scores_gemma":[0.9958821,0.0003499136,0.0015990643,0.000085231724,0.0001403463,0.000008907793,0.00017601116,0.000019623307,0.0017387976],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99687093,0.0008448191,0.0005697288,0.00028917345,0.00019843903,0.0012268852],"domain_scores_gemma":[0.9976958,0.000774026,0.00031231082,0.0006423893,0.00048598004,0.00008948701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033453715,0.0001685306,0.0004995438,0.0005764089,0.000685559,0.000023160796,0.00049362215,0.00018844174,0.0001175219],"category_scores_gemma":[0.00015669646,0.000103738166,0.00025733595,0.0020220743,0.00028573806,0.0001243878,0.0001920836,0.00031701615,0.00007288009],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062394803,0.0035518135,0.3515366,0.0052813464,0.0074744546,6.8171977e-7,0.02421578,0.0015620965,0.59005815,0.0038006033,0.0014134988,0.0048655067],"study_design_scores_gemma":[0.0025659937,0.003752434,0.9720794,0.00043034356,0.00025435723,0.000013170083,0.0048725833,0.0043040356,0.010517995,0.00007463617,0.0008581078,0.00027695767],"about_ca_topic_score_codex":0.007371355,"about_ca_topic_score_gemma":0.0003501935,"teacher_disagreement_score":0.62054276,"about_ca_system_score_codex":0.00020205119,"about_ca_system_score_gemma":0.0011007894,"threshold_uncertainty_score":0.99923867},"labels":[],"label_agreement":null},{"id":"W2132010577","doi":"10.1086/518983","title":"Trends in Antimicrobial Consumption May Be Affected by Units of Measure","year":2007,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Virginia Commonwealth University; Viropharma","keywords":"Medicine; Antimicrobial; Measure (data warehouse); Consumption (sociology); Microbiology; Data mining","score_opus":0.046331563117880004,"score_gpt":0.332779369090432,"score_spread":0.286447805972552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132010577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9300611,0.0143724065,0.000095928575,0.039559685,0.0083669145,0.00077934744,0.00422434,0.00045290793,0.0020873563],"genre_scores_gemma":[0.83664954,0.0016009721,0.0000028849304,0.14459531,0.0009888764,0.000007744557,0.008342062,0.00008621297,0.0077264025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968383,0.0008915623,0.0010506638,0.0006126522,0.00008119669,0.0005256765],"domain_scores_gemma":[0.99787533,0.0009099879,0.00054758234,0.00044420283,0.000177878,0.00004500748],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00034651428,0.00040153207,0.0010867772,0.00043177226,0.00009155507,0.000013738175,0.0002619212,0.0025976226,0.00080769876],"category_scores_gemma":[0.00048041905,0.00035772356,0.00040525943,0.00049063266,0.0011586692,0.000051570823,0.0000748536,0.0020757932,0.00015291537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010370252,0.00071494514,0.12201421,0.00022821224,0.00037574454,0.000090346315,0.000012535309,4.6246308e-7,0.0013497144,0.000005225299,0.87318367,0.0019212592],"study_design_scores_gemma":[0.004914369,0.0005806372,0.1916614,0.0010289693,0.0008656728,0.000028549783,0.000010063175,4.737874e-7,0.0024664798,0.000013877173,0.7975849,0.0008446335],"about_ca_topic_score_codex":0.00011282468,"about_ca_topic_score_gemma":0.00016442787,"teacher_disagreement_score":0.105035625,"about_ca_system_score_codex":0.000056772515,"about_ca_system_score_gemma":0.00015967018,"threshold_uncertainty_score":0.99988747},"labels":[],"label_agreement":null},{"id":"W2132367212","doi":"10.1016/s2214-109x(14)70347-x","title":"Safety and efficacy of alternative antibiotic regimens compared with 7 day injectable procaine benzylpenicillin and gentamicin for outpatient treatment of neonates and young infants with clinical signs of severe infection when referral is not possible: a randomised, open-label, equivalence trial","year":2015,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"LIFE programme; Johns Hopkins Bloomberg School of Public Health; Medical Research Council; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Medicine; Gentamicin; Regimen; Antibiotics; Benzylpenicillin; Amoxicillin; Ceftriaxone; Pediatrics; Surgery; Internal medicine; Penicillin","score_opus":0.10185604722480682,"score_gpt":0.38126586185865957,"score_spread":0.2794098146338527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132367212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933111,0.0026043733,0.00030552066,0.00042112323,0.00012108457,0.0027266587,0.0004224122,0.000008212309,0.00007953277],"genre_scores_gemma":[0.99639916,0.0027713072,0.0005464167,0.000113704635,0.000027192385,0.000005280631,0.000041160667,0.0000076593815,0.00008809186],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99842185,0.00038086137,0.00057249656,0.00029542515,0.00006854701,0.00026083266],"domain_scores_gemma":[0.9986003,0.0003066581,0.00067356165,0.00022042602,0.00014727666,0.000051790266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008375722,0.00017477814,0.0010165942,0.00002492952,0.000111815505,0.000009840687,0.00012246124,0.00009246408,0.0000018145403],"category_scores_gemma":[0.00006651993,0.000095459654,0.000022431403,0.00009386076,0.0005126326,0.000076612625,0.00007777534,0.00008686636,2.1506668e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88424677,0.0015701716,0.09651829,0.0004266085,0.0011189058,0.000001616268,0.007541152,0.000046035442,0.0006261255,0.00074877334,0.000456735,0.0066987947],"study_design_scores_gemma":[0.8274325,0.07489493,0.08738252,0.001551059,0.00053401716,0.00009950274,0.0010107344,0.00030354812,0.005787531,0.00032176255,0.00033209598,0.00034980153],"about_ca_topic_score_codex":0.0032214571,"about_ca_topic_score_gemma":0.0010639797,"teacher_disagreement_score":0.073324755,"about_ca_system_score_codex":0.00007386015,"about_ca_system_score_gemma":0.0002954852,"threshold_uncertainty_score":0.4869901},"labels":[],"label_agreement":null},{"id":"W2133882079","doi":"10.1111/jlme.12253","title":"What Will it Take to Address the Global Threat of Antibiotic Resistance?","year":2015,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"General partnership; Norwegian; Foundation (evidence); Antibiotic resistance; Political science; Action (physics); State (computer science); Resistance (ecology); Public administration; Public health; Engineering ethics; Public relations; Medicine; Law; Antibiotics; Engineering; Computer science; Microbiology; Biology; Nursing","score_opus":0.09351948488377047,"score_gpt":0.36206690588583956,"score_spread":0.2685474210020691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133882079","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30994108,0.15497145,0.0012129701,0.4924292,0.010428169,0.0006449805,0.00003380563,0.000031512267,0.030306857],"genre_scores_gemma":[0.9867128,0.0036000698,0.00005343313,0.006966817,0.0002743292,1.420537e-7,0.0000021769167,0.00001137875,0.0023788563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791926,0.0007476252,0.000652658,0.00011149692,0.00028854614,0.00028042015],"domain_scores_gemma":[0.9971989,0.0009930204,0.0005457107,0.00045583444,0.0007317462,0.00007482421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044742483,0.00017053039,0.0004972705,0.00003469412,0.00022908687,0.000012402403,0.00080287474,0.00029067817,0.00006600953],"category_scores_gemma":[0.0009074528,0.0000733121,0.00009221465,0.00023238518,0.001756113,0.00017291472,0.0000927739,0.0011544838,0.000031553824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010645353,0.0006357434,0.0028045613,0.0006750483,0.0025982938,0.00025012868,0.16424549,0.0002782679,0.06142265,0.32152975,0.4330896,0.0018251017],"study_design_scores_gemma":[0.006550108,0.0032465216,0.0031491471,0.010617113,0.001624541,0.0016965475,0.07790147,0.0000016875904,0.026785161,0.022411058,0.84555304,0.00046361733],"about_ca_topic_score_codex":0.0001935348,"about_ca_topic_score_gemma":0.001415483,"teacher_disagreement_score":0.6767717,"about_ca_system_score_codex":0.000059778635,"about_ca_system_score_gemma":0.00028444853,"threshold_uncertainty_score":0.64704716},"labels":[],"label_agreement":null},{"id":"W2134341277","doi":"10.1186/1748-5908-2-27","title":"Translating clinicians' beliefs into implementation interventions (TRACII): A protocol for an intervention modeling experiment to change clinicians' intentions to implement evidence-based practice","year":2007,"lang":"en","type":"article","venue":"Implementation Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"European Commission","keywords":"Medicine; Health services research; Health informatics; Health administration; Psychological intervention; Protocol (science); Public health; Intervention (counseling); Nursing; Evidence-based practice; Medical education; Family medicine; Alternative medicine","score_opus":0.3701876788629944,"score_gpt":0.6073906503202193,"score_spread":0.2372029714572249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134341277","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04591444,0.00009224689,0.85368466,0.006022219,0.00077817595,0.09323318,0.0000841869,0.00013068909,0.000060210306],"genre_scores_gemma":[0.8914515,0.0000034629795,0.03895018,0.002705389,0.00013837576,0.06654533,0.00014278595,0.000033053922,0.000029923867],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9952796,0.00030275015,0.0020496196,0.0010042988,0.00040782717,0.00095589616],"domain_scores_gemma":[0.9972428,0.00043209887,0.00061478367,0.0004838364,0.0010215467,0.00020493341],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010317588,0.0003121725,0.0003170788,0.00075834396,0.0012593499,0.00020558905,0.0006275824,0.000103423445,0.00042634478],"category_scores_gemma":[0.00064032205,0.00031036898,0.00031526262,0.0010874843,0.00013504461,0.0021108359,0.00014150518,0.00018938346,0.00007317041],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024803833,0.0016254266,0.0023754747,0.00044611385,0.00014628068,0.0000029538896,0.02992383,0.00027949084,0.45891345,0.0029019914,0.0011682726,0.49973634],"study_design_scores_gemma":[0.017974585,0.016297946,0.0148952985,0.00469524,0.00045692784,0.000023142766,0.3238383,0.001791205,0.56790155,0.0005594966,0.049601912,0.001964405],"about_ca_topic_score_codex":0.0013814453,"about_ca_topic_score_gemma":0.010816238,"teacher_disagreement_score":0.84553707,"about_ca_system_score_codex":0.00047250005,"about_ca_system_score_gemma":0.0003459915,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W2136560037","doi":"10.1111/j.1532-5415.2007.01250.x","title":"Effect of an Educational Intervention on Optimizing Antibiotic Prescribing in Long‐Term Care Facilities","year":2007,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Gee; Medical prescription; Confidence interval; Antibiotics; Odds ratio; Generalized estimating equation; Respiratory tract infections; Randomized controlled trial; Intervention (counseling); Pediatrics; Emergency medicine; Internal medicine; Nursing","score_opus":0.005966727737541993,"score_gpt":0.2723820418075558,"score_spread":0.26641531407001384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136560037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962871,0.0024412454,0.0003375685,0.00007372296,0.0006687317,0.000104352446,0.000008590817,0.0000037358031,0.000074952644],"genre_scores_gemma":[0.9991597,0.00019625493,0.00035424987,0.000031429994,0.00007459409,1.4629553e-7,0.0000046989276,0.000008134322,0.00017076913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891376,0.0002622195,0.0004403272,0.00010827188,0.00008174293,0.00019364714],"domain_scores_gemma":[0.998631,0.00027578758,0.0008120873,0.00016300827,0.000099491095,0.000018603609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009150881,0.000110846464,0.00031549027,0.00008305083,0.0000924416,0.000010078391,0.000276131,0.00007273911,0.000014981078],"category_scores_gemma":[0.00009332938,0.00007231154,0.00040250708,0.00025658894,0.00027245257,0.0000854453,0.000047124737,0.00034367607,0.0000019206818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037222528,0.0013022791,0.59151787,0.001653217,0.00093233725,0.000017864106,0.026522473,0.00129417,0.2872119,0.00013277172,0.0013047467,0.0843881],"study_design_scores_gemma":[0.0023991447,0.0032924637,0.7754197,0.00074020255,0.00018124426,0.00010275711,0.013246546,0.000008553829,0.20425285,0.000021325055,0.000103810744,0.00023138867],"about_ca_topic_score_codex":0.00009966856,"about_ca_topic_score_gemma":0.000020289992,"teacher_disagreement_score":0.18390182,"about_ca_system_score_codex":0.00014291609,"about_ca_system_score_gemma":0.00007024026,"threshold_uncertainty_score":0.2948779},"labels":[],"label_agreement":null},{"id":"W2136984445","doi":"10.1089/mdr.2007.702","title":"Obstacles to Developing a Multinational Report Card on Antimicrobial Resistance for Canada: An Evidence-Based Review","year":2007,"lang":"en","type":"review","venue":"Microbial Drug Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Vancouver Coastal Health","funders":"","keywords":"Comparability; Multinational corporation; Control (management); Resistance (ecology); Quality (philosophy); Antibiotic resistance; Business; Report card; Sampling (signal processing); Environmental health; Medicine; Risk analysis (engineering); Computer science; Psychology; Biology","score_opus":0.06378107425534248,"score_gpt":0.34025277881711524,"score_spread":0.2764717045617728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136984445","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000044705685,0.988138,0.0009616129,0.002308131,0.002192265,0.0044129197,0.0014862998,0.0001407024,0.00031536445],"genre_scores_gemma":[0.000037087753,0.9473996,0.0062297587,0.00481872,0.0003433897,0.00021208121,0.0024859405,0.00020201877,0.038271364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929992,0.00068109896,0.0024297563,0.0021526183,0.0003039121,0.0014333994],"domain_scores_gemma":[0.99427646,0.0017320536,0.0014608644,0.0015355767,0.0008202324,0.00017480183],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0018849547,0.0012806494,0.003362042,0.00040122963,0.00084065285,0.00008054708,0.0014703835,0.00073704665,0.000060462247],"category_scores_gemma":[0.0015545461,0.0011587591,0.0008491686,0.0009417975,0.0002988414,0.0001728282,0.00014037253,0.0009029343,0.00012694317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095185876,0.00022545831,0.000003141381,0.14141376,0.00052860717,0.0005662803,0.00007469397,0.0000040627688,0.0013554334,0.000959882,0.8035449,0.05037197],"study_design_scores_gemma":[0.00043807455,0.000029140798,0.000007846335,0.23194073,0.00046221662,0.00004960999,0.000009758738,4.7556433e-8,0.0017253099,0.0000041779017,0.76424813,0.0010849785],"about_ca_topic_score_codex":0.005407443,"about_ca_topic_score_gemma":0.40019998,"teacher_disagreement_score":0.39479253,"about_ca_system_score_codex":0.0021820145,"about_ca_system_score_gemma":0.008711007,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W2140114010","doi":"10.1007/978-3-642-59681-0_7","title":"Pre-clinical Microbiology — Summary I","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Juravinski Hospital; Hamilton General Hospital","funders":"","keywords":"Moxifloxacin; Streptococcus pneumoniae; Microbiology; Penicillin; Respiratory tract infections; Medicine; Clinical microbiology; Antibiotics; Biology; Internal medicine; Respiratory system","score_opus":0.016981331857097295,"score_gpt":0.2568568375419391,"score_spread":0.2398755056848418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140114010","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029262164,0.019539194,0.000020653035,0.00016217183,0.0016224637,0.00025730437,0.00015642452,0.00015527148,0.9777939],"genre_scores_gemma":[0.0015677346,0.009045817,0.0000668766,0.0010124044,0.00019618706,0.000001208573,0.0008501042,0.000058365375,0.9872013],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981122,0.00007731577,0.0007269548,0.0006685454,0.000013872532,0.00040111662],"domain_scores_gemma":[0.99893063,0.00020186894,0.00020345535,0.00059075566,0.00004071715,0.0000325629],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017343945,0.00042214603,0.00081477384,0.00009249396,0.00011539999,0.00000771475,0.0003970052,0.0024773611,0.05086504],"category_scores_gemma":[0.000010289073,0.00032697828,0.00042787695,0.000012497575,0.0008464826,0.000023876893,0.00011511638,0.0010311353,0.022703761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051685795,0.0001304478,0.00014325554,0.00005517603,0.0014595286,0.00006398443,0.000033542437,1.8066277e-7,0.00577536,0.07535986,0.89401746,0.022444325],"study_design_scores_gemma":[0.0005590657,0.00018918392,0.00009866013,0.00017203658,0.00013588999,0.00013500269,0.0000028701572,4.503849e-8,0.00044199504,0.0028257857,0.9950254,0.00041405985],"about_ca_topic_score_codex":0.000023528963,"about_ca_topic_score_gemma":0.00007497376,"teacher_disagreement_score":0.10100792,"about_ca_system_score_codex":0.000021576958,"about_ca_system_score_gemma":0.00012708487,"threshold_uncertainty_score":0.9999182},"labels":[],"label_agreement":null},{"id":"W2141211049","doi":"10.1186/1748-5908-2-26","title":"Applying psychological theories to evidence-based clinical practice: Identifying factors predictive of managing upper respiratory tract infections without antibiotics","year":2007,"lang":"en","type":"article","venue":"Implementation Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Medical Research Council; Wellcome Trust","keywords":"Theory of planned behavior; Variance (accounting); Proxy (statistics); Psychology; Explained variation; Social psychology; Respiratory tract infections; Medicine; Applied psychology; Statistics; Control (management); Psychiatry; Mathematics","score_opus":0.15383034894448097,"score_gpt":0.522356132527462,"score_spread":0.36852578358298105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141211049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8967767,0.00020053005,0.10070408,0.00015077856,0.0009806007,0.000631849,0.0000135364335,0.000052854313,0.00048912014],"genre_scores_gemma":[0.9965585,0.0000364452,0.0025235228,0.0008003866,0.000035342273,0.0000032464357,0.000005505513,0.000008096327,0.000028981842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978729,0.00023029868,0.0007616477,0.00048704408,0.0002226267,0.00042551715],"domain_scores_gemma":[0.9971812,0.0016845237,0.00042144963,0.00029216666,0.0003544583,0.000066197346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047819754,0.00014192236,0.00022366527,0.00034258567,0.0005751509,0.000055972596,0.00032669332,0.000106338906,0.000118793956],"category_scores_gemma":[0.0020677927,0.000113927345,0.00008525401,0.00086629664,0.0009911368,0.0008005691,0.00008431607,0.0002523499,0.00003771628],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017995536,0.0003138686,0.82191503,0.000015281716,0.000031792562,0.000002983127,0.00077265804,0.000020077414,0.16594039,0.0028478291,0.00010099325,0.007859129],"study_design_scores_gemma":[0.00062504376,0.000731056,0.8181862,0.00014005676,0.000057482026,0.0000069660423,0.011587273,0.0000032885243,0.16693574,0.00014925214,0.0014213398,0.0001562974],"about_ca_topic_score_codex":0.00004994394,"about_ca_topic_score_gemma":0.000029119186,"teacher_disagreement_score":0.09978182,"about_ca_system_score_codex":0.000075011456,"about_ca_system_score_gemma":0.00017316657,"threshold_uncertainty_score":0.4645822},"labels":[],"label_agreement":null},{"id":"W2141532471","doi":"10.1093/jac/dkr137","title":"Impact of antimicrobial stewardship in critical care: a systematic review","year":2011,"lang":"en","type":"review","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":386,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Antimicrobial stewardship; Medicine; Intensive care medicine; Psychological intervention; Antimicrobial; Adverse effect; Intensive care unit; Systematic review; Antibiotic resistance; Antibiotics; MEDLINE; Randomized controlled trial; Stewardship (theology); Internal medicine; Nursing; Microbiology","score_opus":0.035456945659843496,"score_gpt":0.35845424869301074,"score_spread":0.32299730303316726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141532471","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048377737,0.9971123,0.000023892075,0.00005322636,0.0008375738,0.0012190698,0.00012935342,0.000013482691,0.00012737677],"genre_scores_gemma":[0.0020460475,0.99717504,0.00016190468,0.00022197915,0.00010587875,0.0000031176342,0.000036596066,0.00010424093,0.00014522046],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99436027,0.0009831724,0.0035205581,0.0004070756,0.00010342783,0.0006255062],"domain_scores_gemma":[0.9954268,0.0003533197,0.0030044739,0.0006428595,0.0005046666,0.00006792895],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009678147,0.0007974345,0.0076540182,0.0006229411,0.00006517558,0.000023918456,0.0010874745,0.0010181,0.00033367274],"category_scores_gemma":[0.00032058358,0.00051913364,0.0032723004,0.00055724476,0.00045110186,0.00015083856,0.00007230858,0.001334746,0.00008959437],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021695104,0.00067799265,0.000023909108,0.98079014,0.0018145808,0.00009260359,0.00039628157,1.17556e-7,0.0023065358,0.00002949055,0.007970411,0.0056809853],"study_design_scores_gemma":[0.0015464395,0.0005633848,0.000011210105,0.9553494,0.003756538,0.0027259926,0.000026940603,1.4239779e-8,0.0010535977,0.0000038971257,0.034333922,0.00062868494],"about_ca_topic_score_codex":0.00005724151,"about_ca_topic_score_gemma":0.000007532217,"teacher_disagreement_score":0.026363509,"about_ca_system_score_codex":0.00028918425,"about_ca_system_score_gemma":0.0012749551,"threshold_uncertainty_score":0.999726},"labels":[],"label_agreement":null},{"id":"W2142952962","doi":"10.4321/s1886-36552008000400002","title":"Knowledge and sources of information about medicines among adolescents in Malta","year":2008,"lang":"en","type":"article","venue":"Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Centre for Disease Prevention and Control","keywords":"Maltese; Medicine; Family medicine; Pharmacist; Stratified sampling; Quarter (Canadian coin); Pictogram; Sample (material); Pharmacy; Alternative medicine; Medical education; Pediatrics","score_opus":0.017942246288728054,"score_gpt":0.3041706540892205,"score_spread":0.28622840780049247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142952962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98246336,0.011007635,0.00004934171,0.00026186218,0.00023027044,0.0001283231,0.000003397828,0.000016477787,0.0058393166],"genre_scores_gemma":[0.99529135,0.0039544962,0.00004029349,0.0002670556,0.000018996805,0.0000015389166,0.0000067011033,0.0000037746681,0.00041581065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939024,0.000121255434,0.0002457966,0.000083218525,0.000026778433,0.00013272729],"domain_scores_gemma":[0.9994948,0.00015605683,0.00018694923,0.00007674939,0.000070315924,0.000015155149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021918802,0.000076657656,0.00014027054,0.00009249653,0.00007442505,0.0000031993295,0.00007958285,0.00004790195,0.00003781437],"category_scores_gemma":[0.000245298,0.000063313746,0.00001644207,0.00011280584,0.0002317904,0.0006679544,0.00004087702,0.00018776381,0.0000773886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082715997,0.00036600104,0.9617555,0.00037797395,0.00009896282,0.000021955633,0.009641254,0.0000029574535,0.01481085,0.00013728945,0.005746212,0.0062138652],"study_design_scores_gemma":[0.005414028,0.000058004054,0.6596488,0.00048356297,0.00010057021,0.00031829084,0.0014373012,0.000049241575,0.03502638,0.000010385973,0.29725984,0.00019361892],"about_ca_topic_score_codex":0.0003308395,"about_ca_topic_score_gemma":0.00002613873,"teacher_disagreement_score":0.30210674,"about_ca_system_score_codex":0.0000076121405,"about_ca_system_score_gemma":0.000038040933,"threshold_uncertainty_score":0.25818595},"labels":[],"label_agreement":null},{"id":"W2143221820","doi":"10.1093/cid/cir409","title":"Impact of a Multipronged Education Strategy on Antibiotic Prescribing in Quebec, Canada","year":2011,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National d'Excellence en Santé et en Services Sociaux; Université de Montréal","funders":"Canadian Institutes of Health Research; Pfizer","keywords":"Medicine; Medical prescription; Per capita; Family medicine; Consumption (sociology); Health care; Public health; Environmental health; Nursing; Population; Economic growth","score_opus":0.03524802869468968,"score_gpt":0.3218545326283083,"score_spread":0.28660650393361864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143221820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957309,0.0010652128,0.0000036550039,0.000008872642,0.00060650124,0.00021233493,0.00002921286,0.000027084632,0.0023162756],"genre_scores_gemma":[0.99908036,0.00008797409,0.0000015558882,0.000065938344,0.00002978409,0.000002286593,0.000030592204,0.000010265062,0.00069122214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883515,0.0002259649,0.00044771258,0.00024746632,0.000027632423,0.0002160617],"domain_scores_gemma":[0.9992484,0.0002312393,0.00017198148,0.00023757071,0.000061756145,0.000049041224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008341544,0.00013211102,0.00031495153,0.00006641777,0.000047479964,0.000004950373,0.0001085541,0.00014933257,0.00025432408],"category_scores_gemma":[0.00033322207,0.00010239742,0.00015292839,0.000112302194,0.00019482592,0.000055996545,0.000022467319,0.00020923014,0.000029928578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016795726,0.0025391984,0.98646003,0.00003789521,0.00013662774,0.000006293414,0.000053696076,0.000018080102,0.0006386348,0.00014635938,0.0024465478,0.0073487083],"study_design_scores_gemma":[0.0007663911,0.00042162192,0.9975284,0.0001572855,0.000045348137,9.4431084e-7,0.000108058295,0.0000027881283,0.00074603624,0.000054455653,0.00005075285,0.00011792317],"about_ca_topic_score_codex":0.7693477,"about_ca_topic_score_gemma":0.8397994,"teacher_disagreement_score":0.0704517,"about_ca_system_score_codex":0.000107529784,"about_ca_system_score_gemma":0.001655756,"threshold_uncertainty_score":0.41756454},"labels":[],"label_agreement":null},{"id":"W2144535340","doi":"10.1001/archpedi.161.3.276","title":"Prescription Drug Abuse and Diversion Among Adolescents in a Southeast Michigan School District","year":2007,"lang":"en","type":"article","venue":"Archives of Pediatrics and Adolescent Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Gender and Health","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medical prescription; Medicine; Stimulant; Anxiety; Substance abuse; Family medicine; Demography; Psychiatry; Pediatrics; Nursing","score_opus":0.004886885454329081,"score_gpt":0.2063204389885178,"score_spread":0.2014335535341887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144535340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98939687,0.009171741,0.00063524407,0.00011284948,0.00022367625,0.00021750362,0.000013176982,0.000014215643,0.00021471233],"genre_scores_gemma":[0.99292177,0.0065672807,0.000055704608,0.000051382547,0.00008627764,3.6714033e-7,0.000025479305,0.00000877861,0.0002829593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899775,0.00005968024,0.00034216282,0.00026195467,0.000063403255,0.00027503795],"domain_scores_gemma":[0.9995345,0.000081725855,0.00015102989,0.00013089078,0.000017269715,0.00008462096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023715958,0.0001514831,0.00027243336,0.00029023158,0.000095084106,0.0000039622214,0.00010599323,0.000080830454,0.000009746058],"category_scores_gemma":[0.00006428839,0.00011554188,0.00003249515,0.00014656819,0.0005155657,0.000051790925,0.000077243865,0.00027886394,0.0000035609903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035674605,0.00017898026,0.9648978,0.0004988703,0.000009586138,0.000012775951,0.0021689557,3.579211e-7,0.029358186,0.000053292653,0.00020763247,0.0022568025],"study_design_scores_gemma":[0.0024831854,0.00009552139,0.99203587,0.0009893832,0.00006410672,0.000005936506,0.0028920555,0.00000639418,0.0010194178,0.00006963576,0.00021759508,0.00012092982],"about_ca_topic_score_codex":0.00015245451,"about_ca_topic_score_gemma":0.00015543605,"teacher_disagreement_score":0.02833877,"about_ca_system_score_codex":0.000005915913,"about_ca_system_score_gemma":0.000014077625,"threshold_uncertainty_score":0.47116613},"labels":[],"label_agreement":null},{"id":"W2144813092","doi":"10.1016/j.cvsm.2014.11.005","title":"Antimicrobial Stewardship in Small Animal Veterinary Practice","year":2015,"lang":"en","type":"review","venue":"Veterinary Clinics of North America Small Animal Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":141,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Medicine; Companion animal; Antimicrobial; Veterinary medicine; Engineering ethics; Antibiotic resistance; Political science; Antibiotics; Microbiology; Engineering; Biology","score_opus":0.1192935847142512,"score_gpt":0.378842952766707,"score_spread":0.25954936805245576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144813092","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023602594,0.9696862,0.00003326965,0.00027921895,0.0014173705,0.0015125273,0.00057202834,0.00015031117,0.0027464735],"genre_scores_gemma":[0.005366291,0.98589164,0.006289517,0.00065533316,0.00028055927,0.00004523556,0.0007481797,0.00022624657,0.0004970049],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890667,0.004378404,0.0032611643,0.0017652308,0.00019973838,0.0013287318],"domain_scores_gemma":[0.98713726,0.005717969,0.0047908854,0.001438696,0.0007220965,0.00019311401],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0023177878,0.001392139,0.0044634226,0.0005915744,0.00022097613,0.0000732336,0.0017523344,0.0013974966,0.00009511166],"category_scores_gemma":[0.0043980237,0.0013035533,0.0010137373,0.0012098445,0.0010167671,0.0008030861,0.0012885614,0.0033472348,0.0011805829],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021193406,0.0061327764,0.00015882716,0.018152906,0.0026297262,0.0072885863,0.00060188863,0.000006626104,0.0005220666,0.000053263542,0.0029040966,0.94035584],"study_design_scores_gemma":[0.001320145,0.014477206,0.00015823335,0.0041912924,0.002268502,0.005614163,0.00046096384,0.0000020195685,0.0000033720405,0.0000021945796,0.9702288,0.0012731248],"about_ca_topic_score_codex":0.0005551642,"about_ca_topic_score_gemma":0.00005996544,"teacher_disagreement_score":0.9673247,"about_ca_system_score_codex":0.00024783882,"about_ca_system_score_gemma":0.0018087405,"threshold_uncertainty_score":0.9998989},"labels":[],"label_agreement":null},{"id":"W2144852596","doi":"10.1093/cid/ciu522","title":"Impact of Infectious Disease Consultation on the Clinical and Economic Outcomes of Solid Organ Transplant Recipients Admitted for Infectious Complications","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Eli Lilly (Canada); University Health Network; University of Toronto","funders":"Microsoft","keywords":"Medicine; Infectious disease (medical specialty); Propensity score matching; Hazard ratio; Disease; Internal medicine; Cohort; Emergency medicine; Retrospective cohort study; Intensive care medicine; Confidence interval","score_opus":0.03216880690377911,"score_gpt":0.3688648144832731,"score_spread":0.33669600757949397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144852596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960219,0.00016873407,0.0009610131,0.00019201408,0.0007185377,0.00071550434,0.0009925257,0.00007711695,0.00015262292],"genre_scores_gemma":[0.99900025,0.00041439972,0.0000030969873,0.0002586279,0.000062214385,0.000035900634,0.00013714774,0.000022068903,0.0000663213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976989,0.0005547101,0.0010862804,0.0003900974,0.000037925758,0.00023210434],"domain_scores_gemma":[0.9920988,0.006599215,0.0005709869,0.0004356572,0.0001716658,0.00012364399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047492626,0.00022238753,0.00071100966,0.000088960864,0.00023596415,0.00001133137,0.00015162784,0.00021999428,0.00007223555],"category_scores_gemma":[0.0026873846,0.00014582998,0.0005756398,0.00009077479,0.0011700762,0.000054155214,0.000035495115,0.00023211972,0.00005445439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003756516,0.0014951302,0.9917989,0.000041031606,0.00079934235,2.8087584e-7,0.000044191816,0.000056361547,0.00017361403,0.0023259514,0.00069443963,0.0021951278],"study_design_scores_gemma":[0.0036455197,0.0013686819,0.9918718,0.00008949489,0.00047163962,0.0000023947925,0.000011566455,0.00009062183,0.00008349067,0.001989096,0.00021252013,0.00016317936],"about_ca_topic_score_codex":0.00007606772,"about_ca_topic_score_gemma":0.00007950588,"teacher_disagreement_score":0.0060445047,"about_ca_system_score_codex":0.000028953737,"about_ca_system_score_gemma":0.00019360466,"threshold_uncertainty_score":0.59467745},"labels":[],"label_agreement":null},{"id":"W2144868760","doi":"10.1093/jac/dkt024","title":"Comparison of pathogens and their antimicrobial resistance patterns in paediatric, adult and elderly patients in Canadian hospitals","year":2013,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; University of Manitoba; St. Boniface Hospital; Shared Health; Health Sciences Centre","funders":"","keywords":"Ciprofloxacin; Clindamycin; Levofloxacin; Medicine; Antibiotic resistance; Streptococcus pneumoniae; Antimicrobial; Penicillin; Moxifloxacin; Vancomycin; Microbiology; Trimethoprim; Meropenem; Sulfamethoxazole; Cefazolin; Methicillin-resistant Staphylococcus aureus; Pseudomonas aeruginosa; Staphylococcus aureus; Antibiotics; Biology; Bacteria","score_opus":0.004362356563080407,"score_gpt":0.21690299532013257,"score_spread":0.21254063875705217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144868760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692905,0.0013956627,0.000014813041,0.0010397027,0.0002429875,0.00025818896,0.0000686128,0.0000035777664,0.000047376976],"genre_scores_gemma":[0.99656534,0.0027325484,0.00017364285,0.00040598155,0.0000305716,5.823673e-7,0.000010752983,0.00002075568,0.00005980886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984123,0.00011305022,0.0008046744,0.00020958099,0.000039118728,0.000421245],"domain_scores_gemma":[0.999033,0.00007174522,0.00048495107,0.00012955899,0.00021166728,0.00006911604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021613897,0.00021985303,0.0006726787,0.00037652248,0.000060097584,0.000026092317,0.00018684276,0.00027355,0.000048013244],"category_scores_gemma":[0.000037435013,0.00017534407,0.00008527051,0.00017905228,0.00017722609,0.00017264155,0.000024149685,0.00036584874,0.0000039531274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016050303,0.0002250066,0.79669887,0.00009058529,0.00005254197,0.0000061932224,0.0018247169,0.0000014556905,0.19546703,0.0000088598745,0.0031479395,0.0023163091],"study_design_scores_gemma":[0.0048470963,0.00032311855,0.8504448,0.0006037722,0.000015520307,0.00002552436,0.00054351275,0.000003364686,0.1420619,0.000031576896,0.00081831485,0.00028152537],"about_ca_topic_score_codex":0.014885213,"about_ca_topic_score_gemma":0.061591547,"teacher_disagreement_score":0.0537459,"about_ca_system_score_codex":0.00006022629,"about_ca_system_score_gemma":0.00012844928,"threshold_uncertainty_score":0.9916748},"labels":[],"label_agreement":null},{"id":"W2147083074","doi":"10.1345/aph.1c111","title":"International Survey of Self-Reported Medicine Use Among Adolescents","year":2003,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adolescent medicine; Cross-sectional study; Logistic regression; Odds ratio; Pediatrics; Girl; Family medicine; Demography; Internal medicine; Psychology","score_opus":0.07966641007582405,"score_gpt":0.3636018881457974,"score_spread":0.2839354780699734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147083074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592274,0.0019888675,0.00009071478,0.000104193525,0.00072292326,0.000114806426,0.000034538687,0.000022596865,0.0009985986],"genre_scores_gemma":[0.9935431,0.0049372762,0.000030828724,0.00038943437,0.0000149738835,7.6181766e-7,0.000035070963,0.000011969396,0.001036569],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989628,0.00024997056,0.00040764216,0.0001556666,0.000061177634,0.00016271009],"domain_scores_gemma":[0.9990786,0.00008385189,0.0003306899,0.00015785688,0.0003289077,0.000020104553],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005005534,0.00011139224,0.00025935457,0.00009237005,0.000028863757,0.000002119473,0.00016728204,0.00009169244,0.0012749002],"category_scores_gemma":[0.00009392008,0.000087656386,0.00006256563,0.00013574533,0.00023218218,0.00008435454,0.000009134591,0.00010452117,0.000012640732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019851138,0.00028808028,0.43694645,0.00002099052,0.0008065157,0.0000028741074,0.00017833417,0.000001468872,0.5511074,0.00008547312,0.009932042,0.00043188035],"study_design_scores_gemma":[0.0013602037,0.00006641909,0.3890074,0.00010643085,0.000022937242,0.0000040340933,0.00001622766,0.000002116312,0.5924614,0.0000136139,0.016864678,0.000074531206],"about_ca_topic_score_codex":0.00066123885,"about_ca_topic_score_gemma":0.000029241864,"teacher_disagreement_score":0.047939062,"about_ca_system_score_codex":0.0000037570535,"about_ca_system_score_gemma":0.00003193423,"threshold_uncertainty_score":0.9996381},"labels":[],"label_agreement":null},{"id":"W2147328930","doi":"10.1503/cmaj.1031629","title":"Evidence-based prescribing of antibiotics for children: role of socioeconomic status and physician characteristics","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Medical prescription; Respiratory tract infections; Specialty; Family medicine; Odds ratio; Antibiotics; Pediatrics; Confidence interval; Bronchitis; Internal medicine; Nursing","score_opus":0.0072311470784029155,"score_gpt":0.21128796426993374,"score_spread":0.20405681719153082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147328930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480605,0.0025275482,0.00022217678,0.0018914549,0.00026394482,0.00010763103,0.00013955739,0.0000037237508,0.000037893347],"genre_scores_gemma":[0.9984657,0.00047666798,0.00012390812,0.00075144274,0.00012635865,1.1624397e-7,0.000020915386,0.000007566882,0.00002730255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991305,0.00005609856,0.00035587858,0.00009350266,0.00007589012,0.0002881271],"domain_scores_gemma":[0.9990821,0.00015847059,0.00039194242,0.000058392718,0.00017205783,0.00013705522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044338117,0.000075629265,0.00024628083,0.0000775399,0.00013485995,0.00001070945,0.00010124229,0.0002776997,0.000104104285],"category_scores_gemma":[0.00046090627,0.000070548456,0.00007493067,0.000036192465,0.000122703,0.00006536397,0.000007370325,0.0002632416,0.000007668938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012419156,0.00018110052,0.8885125,0.00014228752,0.00085848966,0.0000069291377,0.0011328312,0.00002956015,0.048663054,0.0034846533,0.002739594,0.05412481],"study_design_scores_gemma":[0.0037997602,0.00038178207,0.92377037,0.0013206335,0.00017331472,0.000030835756,0.0008934301,0.000039350143,0.06262436,0.00069292955,0.0059978096,0.0002754607],"about_ca_topic_score_codex":0.00087468664,"about_ca_topic_score_gemma":0.0010633515,"teacher_disagreement_score":0.05384935,"about_ca_system_score_codex":0.00020408908,"about_ca_system_score_gemma":0.0016870681,"threshold_uncertainty_score":0.29927865},"labels":[],"label_agreement":null},{"id":"W2147352743","doi":"10.1186/cc8219","title":"Pro/con debate: Should antimicrobial stewardship programs be adopted universally in the intensive care unit?","year":2010,"lang":"en","type":"review","venue":"Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Intensive care unit; Stewardship (theology); Quality (philosophy); Intensive care medicine; Unit (ring theory); Nursing; Medical emergency; Antibiotic resistance; Antibiotics; Political science; Microbiology; Law","score_opus":0.09001843784804155,"score_gpt":0.3542361758120299,"score_spread":0.26421773796398834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147352743","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008382511,0.9939657,0.000008550442,0.00045198877,0.001250652,0.0015179666,0.00034087687,0.000091470334,0.0015345722],"genre_scores_gemma":[0.10555887,0.88779974,0.00007047164,0.0012435518,0.00020738735,0.00005960082,0.0044970275,0.00012410666,0.00043925366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971512,0.0007436163,0.0005510772,0.00068823283,0.000095083866,0.0007708145],"domain_scores_gemma":[0.9975595,0.00044725183,0.000116664734,0.0006904619,0.0011337426,0.000052401876],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001645687,0.0005973251,0.0013779474,0.00017276114,0.00027251392,0.00007831576,0.00093899126,0.0020305093,0.00008374276],"category_scores_gemma":[0.0005671878,0.00038152395,0.00049198297,0.00042595345,0.0012529901,0.00006837678,0.00019825921,0.0028993385,0.00015538263],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017333472,0.00028513814,0.00038256735,0.061800607,0.00032816015,0.0014106159,0.013525415,8.886151e-8,0.00012381554,0.0066136005,0.0028904998,0.91246617],"study_design_scores_gemma":[0.00046300993,0.00022696373,0.000032288055,0.009299671,0.0009862499,0.0002388008,0.035793412,4.027319e-8,0.000072588766,0.0000081467215,0.95236236,0.0005164429],"about_ca_topic_score_codex":0.00007444765,"about_ca_topic_score_gemma":0.0009317284,"teacher_disagreement_score":0.9494719,"about_ca_system_score_codex":0.00010291401,"about_ca_system_score_gemma":0.00062324415,"threshold_uncertainty_score":0.9998637},"labels":[],"label_agreement":null},{"id":"W2148599608","doi":"10.1016/j.jeem.2008.07.010","title":"The economic dynamics of antibiotic efficacy under open access","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Economics and Management","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Antibiotics; Steady state (chemistry); Externality; Economics; Microeconomics; Production (economics); Econometrics; Biology; Chemistry; Microbiology","score_opus":0.013785644721940375,"score_gpt":0.24023559354440174,"score_spread":0.22644994882246136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148599608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994305,0.0016902294,0.00004926039,0.0005265301,0.0003882607,0.0001669313,0.000015723774,0.0000011698424,0.0028568737],"genre_scores_gemma":[0.9305957,0.067843474,0.00006820131,0.00008166062,0.000013769403,2.6713786e-7,0.0000044156463,0.000007855419,0.0013846766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99933493,0.00002552358,0.00038442164,0.000112269605,0.000012975336,0.00012988847],"domain_scores_gemma":[0.99937373,0.00004680453,0.00040414403,0.00015282533,0.0000022861523,0.000020226691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018291699,0.00009212799,0.00021740363,0.00004471711,0.00019208748,0.000041386178,0.00057510677,0.00004578542,0.000065015265],"category_scores_gemma":[0.0000010916574,0.00006555268,0.0000706047,0.000011161344,0.0003249642,0.00019791149,0.0005395248,0.000082685096,0.000020400632],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067448034,0.004354334,0.124835566,0.00043374236,0.018670015,0.0002603183,0.001239433,0.023314962,0.012885051,0.54277635,0.030018372,0.23446703],"study_design_scores_gemma":[0.0071595754,0.0008185873,0.8673772,0.00011953665,0.00033656435,0.00054695137,0.002241042,0.00023633367,0.0052059265,0.0018873635,0.113586284,0.00048460206],"about_ca_topic_score_codex":0.000016286349,"about_ca_topic_score_gemma":0.000031022326,"teacher_disagreement_score":0.7425417,"about_ca_system_score_codex":0.00013469292,"about_ca_system_score_gemma":0.000020382146,"threshold_uncertainty_score":0.26731607},"labels":[],"label_agreement":null},{"id":"W2148661370","doi":"10.1586/14787210.5.1.53","title":"Hospital-based strategies to reduce antibiotic resistance: are they valid in the community setting?","year":2007,"lang":"en","type":"review","venue":"Expert Review of Anti-infective Therapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Antibiotic resistance; Antibiotics; Resistance (ecology); Intensive care medicine; Reversing; Medicine; Perspective (graphical); Community hospital; Nursing; Computer science; Biology; Ecology; Engineering; Microbiology","score_opus":0.04316566478729155,"score_gpt":0.38491141714138616,"score_spread":0.3417457523540946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148661370","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006961702,0.99273723,0.000097375145,0.0003977545,0.0006200955,0.0034450523,0.00008599829,0.00006369889,0.0018566293],"genre_scores_gemma":[0.006391429,0.9913569,0.00011152601,0.0016382271,0.00009914255,0.00005530637,0.00016597367,0.00008309771,0.000098383185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913353,0.0057410304,0.0014168894,0.00063027226,0.00018125979,0.0006952592],"domain_scores_gemma":[0.9949537,0.0017608014,0.0012869657,0.0016903793,0.000268191,0.000039953935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004204849,0.00091000606,0.0035581836,0.0003260134,0.0003991075,0.00004492681,0.0015416653,0.000629998,0.00009604348],"category_scores_gemma":[0.00033522048,0.0005322329,0.0010436499,0.00095523434,0.00053477776,0.0001099096,0.000101334364,0.0016740875,0.000128425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025207447,0.0051877247,0.00032687813,0.20436724,0.002368181,0.00012873263,0.009403605,0.0000012741475,0.0013158332,0.0015969219,0.03928477,0.73576677],"study_design_scores_gemma":[0.00050472346,0.0003472574,0.0007112309,0.1799934,0.00015294862,0.000016633805,0.0011442847,1.1911108e-8,0.0007724323,0.00004044601,0.81570476,0.0006118547],"about_ca_topic_score_codex":0.00029432922,"about_ca_topic_score_gemma":0.00015824813,"teacher_disagreement_score":0.77642,"about_ca_system_score_codex":0.00015133776,"about_ca_system_score_gemma":0.00051396305,"threshold_uncertainty_score":0.99971294},"labels":[],"label_agreement":null},{"id":"W2151189567","doi":"10.1128/aac.48.8.3112-3118.2004","title":"Omiganan Pentahydrochloride (MBI 226), a Topical 12-Amino-Acid Cationic Peptide: Spectrum of Antimicrobial Activity and Measurements of Bactericidal Activity","year":2004,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Antimicrobial; Peptide; Cationic polymerization; Microbiology; Yeast; Biological activity; Bacteria; Chemistry; Biology; In vitro; Biochemistry; Organic chemistry","score_opus":0.016897080607585876,"score_gpt":0.23749107260268928,"score_spread":0.2205939919951034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151189567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99764085,0.00007880787,0.00024737613,0.0012123369,0.00027364527,0.00029639868,0.00004559861,0.000022510952,0.00018247803],"genre_scores_gemma":[0.9980628,0.00081468845,0.00016783542,0.00044333973,0.0000449917,0.0000014495305,0.000020426818,0.00002422558,0.00042027226],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987347,0.00006378375,0.00033709672,0.00042843225,0.00007108372,0.00036487906],"domain_scores_gemma":[0.99932945,0.000018271297,0.0002999252,0.00026268815,0.000046136774,0.000043521813],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012970096,0.0002817147,0.00055826193,0.000085294814,0.00017741254,0.000021237782,0.00017605418,0.00024442413,0.00011127773],"category_scores_gemma":[0.000009502693,0.0002535888,0.00012891115,0.00010840352,0.0004964118,0.00016029895,0.000079949954,0.0002014122,0.000007887517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006610591,0.0005972893,0.036694124,0.00014876251,0.00027971427,0.0000030255899,0.00044608634,0.0000018919178,0.9588174,0.000032750442,0.0005746179,0.0017432322],"study_design_scores_gemma":[0.002929331,0.00020206897,0.19954477,0.00012118153,0.000054827757,0.00003931812,0.000014644268,9.313003e-7,0.7962879,0.000023078886,0.0005757968,0.00020615323],"about_ca_topic_score_codex":0.0010274677,"about_ca_topic_score_gemma":0.00032128088,"teacher_disagreement_score":0.16285066,"about_ca_system_score_codex":0.000045602643,"about_ca_system_score_gemma":0.00009076859,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W2151385170","doi":"10.1345/aph.19131","title":"Antibiotic Use in a Canadian Province, 1995–1998","year":2000,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Medicine; Antibiotics; Intensive care medicine; Microbiology","score_opus":0.03369766746600387,"score_gpt":0.3088512068809025,"score_spread":0.2751535394148986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151385170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901208,0.0050911466,0.000001369042,0.0006801797,0.0001437125,0.00021528492,0.000060729202,0.000023040117,0.0036636838],"genre_scores_gemma":[0.9815983,0.0049225343,0.000023538332,0.0026168043,0.000021899672,9.874873e-7,0.000019581299,0.000017327111,0.010778995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888355,0.00010035408,0.00026074343,0.00021551542,0.00002981116,0.0005100573],"domain_scores_gemma":[0.9996373,0.00004295352,0.000056857323,0.00018056294,0.00002533861,0.000056999248],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017551567,0.0001403816,0.00024063053,0.0001789613,0.00006321638,0.000009646459,0.00019363014,0.00013452415,0.0022620973],"category_scores_gemma":[0.000005913477,0.00012281035,0.00007963492,0.00019061913,0.00015377621,0.00013316543,0.000005032965,0.00016663528,0.00048101545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057630404,0.00043093204,0.05998267,0.000060107788,0.0002589532,0.00008247644,0.0005082288,0.000032722266,0.8532119,0.00045315776,0.035836488,0.0485661],"study_design_scores_gemma":[0.0011262228,0.00010114667,0.022817593,0.00009715591,0.000008299455,0.000009948978,0.000020294476,0.00001198677,0.5125232,0.000037746475,0.46306223,0.00018421451],"about_ca_topic_score_codex":0.14343369,"about_ca_topic_score_gemma":0.123425804,"teacher_disagreement_score":0.42722574,"about_ca_system_score_codex":0.00001568313,"about_ca_system_score_gemma":0.00021424076,"threshold_uncertainty_score":0.99864995},"labels":[],"label_agreement":null},{"id":"W2151728512","doi":"10.1093/jac/dkt023","title":"Trends in antibiotic resistance over time among pathogens from Canadian hospitals: results of the CANWARD study 2007-11","year":2013,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Mount Sinai Hospital; University of Manitoba; Shared Health; Public Health Agency of Canada; Royal University Hospital; St. Boniface Hospital","funders":"","keywords":"Antibiotics; Antibiotic resistance; Medicine; Microbiology; Biology","score_opus":0.004293059815182136,"score_gpt":0.20611069365472792,"score_spread":0.2018176338395458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151728512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961615,0.00062234397,0.0000018138578,0.0014905685,0.0006969899,0.00026428606,0.00014694578,0.000006734376,0.0006088261],"genre_scores_gemma":[0.9934663,0.00014104554,0.000085330306,0.0003880682,0.000086461674,2.9970266e-7,0.000011501834,0.000029108263,0.005791839],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99807066,0.00023880746,0.0009150173,0.0002582112,0.00009273867,0.00042455696],"domain_scores_gemma":[0.9985081,0.000078538455,0.00075808226,0.0004170138,0.00017674353,0.00006150679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038440136,0.00024283948,0.0006192374,0.00031574018,0.00011505886,0.000029520486,0.00057534454,0.0002683699,0.0007017221],"category_scores_gemma":[0.000047531095,0.00016535413,0.00026046226,0.00041693056,0.00029095373,0.0001651498,0.000032375498,0.00040422988,0.00004248513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046995733,0.00054767844,0.3044903,0.000012839441,0.00039420713,0.00005019946,0.0021723295,0.000012079864,0.5025336,0.000002826055,0.18864495,0.0006690274],"study_design_scores_gemma":[0.0045966622,0.00015713421,0.9141241,0.0003818932,0.00005622558,0.0000135627815,0.0003111027,0.0000016454211,0.07575219,0.000013110589,0.0043696854,0.00022271094],"about_ca_topic_score_codex":0.0686082,"about_ca_topic_score_gemma":0.101365745,"teacher_disagreement_score":0.6096338,"about_ca_system_score_codex":0.00012341191,"about_ca_system_score_gemma":0.000262509,"threshold_uncertainty_score":0.937594},"labels":[],"label_agreement":null},{"id":"W2151765439","doi":"10.1093/jac/dkv373","title":"Validating hospital antibiotic purchasing data as a metric of inpatient antibiotic use","year":2015,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; Thunder Bay Regional Health Sciences Centre; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Purchasing; Antimicrobial stewardship; Medicine; Metric (unit); Antibiotics; Data collection; Cefepime; Emergency medicine; Business; Statistics; Marketing; Antibiotic resistance; Mathematics; Microbiology","score_opus":0.04027076778290534,"score_gpt":0.2818164079598134,"score_spread":0.24154564017690805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151765439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948793,0.0013862115,0.00092849287,0.00078739563,0.0015771284,0.00020280313,0.000048346858,0.000020860172,0.00016945331],"genre_scores_gemma":[0.99446595,0.00073349715,0.003906935,0.00036622188,0.00012981686,2.7900551e-8,0.00004298084,0.000043939042,0.0003106398],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99787587,0.00018987288,0.0010288073,0.0003276982,0.00016555407,0.0004121903],"domain_scores_gemma":[0.99727446,0.00016013255,0.0013670177,0.0006203361,0.00049789314,0.00008018658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086028845,0.0002799329,0.00078012916,0.0004154319,0.000101947466,0.00006268372,0.0008778476,0.00027154147,0.00004669168],"category_scores_gemma":[0.0005291806,0.00020249287,0.00020613421,0.0005514492,0.00033194036,0.0005974976,0.00018236216,0.0004398843,0.00004609066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010996301,0.0014889047,0.017924763,0.00013432311,0.00093146134,0.00010018577,0.0016717165,0.00004837047,0.94718355,0.000057314173,0.022757374,0.0066024363],"study_design_scores_gemma":[0.0054381313,0.0015097894,0.0034452968,0.0008951361,0.00020340127,0.0008222436,0.0007117746,0.0000202357,0.97714883,0.000032620206,0.0093574,0.00041513165],"about_ca_topic_score_codex":0.00013364907,"about_ca_topic_score_gemma":0.0000039962365,"teacher_disagreement_score":0.029965319,"about_ca_system_score_codex":0.00007741627,"about_ca_system_score_gemma":0.00037055626,"threshold_uncertainty_score":0.825742},"labels":[],"label_agreement":null},{"id":"W2152169516","doi":"10.1086/592067","title":"The Value of Infectious Diseases Specialists: Non–Patient Care Activities","year":2008,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hillsborough Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Health care; Infection control; Context (archaeology); Intensive care medicine; Nursing; Medical emergency; Antibiotic resistance; Antibiotics","score_opus":0.022936288017578892,"score_gpt":0.3405921978845293,"score_spread":0.3176559098669504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152169516","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002978349,0.9874967,0.000010457154,0.000006881285,0.0048962,0.0010183428,0.0010202606,0.0001892876,0.0023835485],"genre_scores_gemma":[0.029326253,0.9687669,7.058782e-7,0.00007207307,0.0006125219,0.000083985346,0.0004284385,0.00008051609,0.0006285538],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995595,0.0012032762,0.0017426044,0.0007458896,0.00012854293,0.000584684],"domain_scores_gemma":[0.9936135,0.0037094227,0.0013497361,0.0010079915,0.00018853594,0.00013084718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000097189695,0.00070124783,0.0027389142,0.00015084512,0.0008976588,0.000048686943,0.00052757066,0.0008576401,0.0001202155],"category_scores_gemma":[0.0010325625,0.00044189036,0.0025109213,0.0003264853,0.0025172492,0.00008788861,0.00031192487,0.00086427166,0.0002930128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007437995,0.0016351115,0.012158387,0.007158403,0.0026474851,0.00006294561,0.0001647529,0.0000032647185,6.134906e-7,0.00076670625,0.021319995,0.954008],"study_design_scores_gemma":[0.0007077172,0.0008406839,0.0021892358,0.0044108755,0.00239909,0.000052762203,0.0002134209,1.2759723e-7,0.0000047732537,0.000119638324,0.9885058,0.0005558809],"about_ca_topic_score_codex":0.0000700843,"about_ca_topic_score_gemma":0.00007942586,"teacher_disagreement_score":0.9671858,"about_ca_system_score_codex":0.0001789588,"about_ca_system_score_gemma":0.0010614083,"threshold_uncertainty_score":0.9998033},"labels":[],"label_agreement":null},{"id":"W2152625359","doi":"10.1186/2047-2994-1-10","title":"Antimicrobial resistance programs in canada 1995-2010: a critical evaluation","year":2012,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Foothills Medical Centre","funders":"","keywords":"Antibiotic resistance; Medical prescription; Medicine; Antimicrobial; Scope (computer science); Resistance (ecology); Drug resistance; Antimicrobial stewardship; Family medicine; Antibiotics; Biology; Pharmacology; Computer science; Microbiology","score_opus":0.01581844184127531,"score_gpt":0.2477044959739624,"score_spread":0.2318860541326871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152625359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820429,0.007756794,0.0007157186,0.0021649539,0.0035242527,0.0010581504,0.00008008413,0.0000847407,0.0025723688],"genre_scores_gemma":[0.9962086,0.0005517439,0.00009451266,0.000998319,0.00018601207,0.000036568275,0.00007460964,0.000031739695,0.0018179106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972785,0.00043675935,0.0006330951,0.0005159851,0.00013989053,0.0009957759],"domain_scores_gemma":[0.99893427,0.00022935293,0.00019607338,0.00032176,0.00022634063,0.000092190116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008160446,0.00035195495,0.00054222357,0.00015298041,0.00040630013,0.000058239133,0.00014230552,0.000302416,0.00018111212],"category_scores_gemma":[0.00030763488,0.0003370801,0.000105074294,0.0003517337,0.00033131434,0.0004826097,0.000040977884,0.00046845226,0.00007653934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002564807,0.0011339952,0.58392084,0.0009146346,0.0003736326,0.000037373997,0.0007060734,0.000021854277,0.2751849,0.004006571,0.123411104,0.00772424],"study_design_scores_gemma":[0.017419705,0.00016456307,0.66591644,0.002461724,0.00071665604,0.00017359904,0.00040658785,0.00006315913,0.053165264,0.00023937009,0.2569187,0.002354245],"about_ca_topic_score_codex":0.17746665,"about_ca_topic_score_gemma":0.83957076,"teacher_disagreement_score":0.6621041,"about_ca_system_score_codex":0.0004662026,"about_ca_system_score_gemma":0.00073455414,"threshold_uncertainty_score":0.99990815},"labels":[],"label_agreement":null},{"id":"W2153333998","doi":"10.1503/cmaj.080626","title":"Antibiotic use and population ecology: How you can reduce your \"resistance footprint\"","year":2009,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Boehringer Ingelheim (Canada); BC Centre for Disease Control","funders":"Michael Smith Health Research BC","keywords":"Tachypnea; Bronchitis; Antibiotics; Harm; Tachycardia; Medicine; Antibiotic resistance; Population; Resistance (ecology); Intensive care medicine; Ecology; Pediatrics; Environmental health; Biology; Internal medicine; Microbiology; Psychology","score_opus":0.022017660771083157,"score_gpt":0.2663781942634322,"score_spread":0.244360533492349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153333998","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017888553,0.9882983,0.0000046063933,0.007300848,0.0018948488,0.00030782074,0.0001308045,0.000030051293,0.00024384895],"genre_scores_gemma":[0.0048689465,0.9829376,0.000049491413,0.00085455173,0.0006002807,0.0000016065163,0.00020231651,0.00003712026,0.010448119],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970066,0.000779773,0.0007167211,0.0004257768,0.0002495681,0.00082157645],"domain_scores_gemma":[0.99780566,0.00029226212,0.0009131715,0.00021433725,0.00022920455,0.0005453877],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010933802,0.00039203477,0.0013075348,0.00036537184,0.00061100454,0.00020783834,0.00036445155,0.0023482277,0.00026411368],"category_scores_gemma":[0.0020864168,0.00032942597,0.000292883,0.00027042,0.00012168208,0.000104983796,0.000028950864,0.00221921,0.00008171816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008507024,0.00004956624,0.006667731,0.0008964292,0.00086232816,0.00051905646,0.00009851968,8.888467e-8,0.0000033320468,0.0004892031,0.05823941,0.9321658],"study_design_scores_gemma":[0.0003896964,0.0000379931,0.015012056,0.0038545816,0.00039722727,0.0008194665,0.00005785416,1.9155935e-7,0.0000014842062,0.000040724295,0.9790435,0.0003452556],"about_ca_topic_score_codex":0.0014707336,"about_ca_topic_score_gemma":0.06290096,"teacher_disagreement_score":0.9318206,"about_ca_system_score_codex":0.0013775061,"about_ca_system_score_gemma":0.0030786085,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W2153637080","doi":"10.1186/s40545-014-0017-z","title":"Antibiotic repeat prescriptions: are patients not re-filling them properly?","year":2014,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Curtin University of Technology","keywords":"Medical prescription; Medicine; Pharmacy; Family medicine; Antibiotics; Respiratory tract infections; Metropolitan area; Pediatrics; Internal medicine; Pharmacology","score_opus":0.06542585704100741,"score_gpt":0.35279436288804905,"score_spread":0.28736850584704166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153637080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8770018,0.010638797,0.00196533,0.051188707,0.0031585114,0.00064302585,0.000046400717,0.00008556039,0.055271838],"genre_scores_gemma":[0.9913722,0.002153493,0.00050520216,0.004319965,0.00037641486,2.898894e-7,0.0000021587193,0.000014809772,0.0012554389],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981879,0.0007446499,0.0004883466,0.00017594373,0.0000991911,0.0003039481],"domain_scores_gemma":[0.9977145,0.0011861264,0.00056116114,0.00015156457,0.0002957359,0.00009091102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011324729,0.00015564664,0.00030366197,0.00009833357,0.00024292571,0.000046176272,0.00017403804,0.0001739095,0.000102945705],"category_scores_gemma":[0.0051341667,0.00010765014,0.000093656585,0.00013039527,0.00023807593,0.00047430862,0.000059440397,0.0006879758,0.00011909163],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023118272,0.0069830474,0.033325776,0.0015851421,0.0036860511,0.0002415399,0.0056388555,0.00006631594,0.622863,0.04751258,0.06288305,0.19209637],"study_design_scores_gemma":[0.0038857972,0.0006150492,0.0089958655,0.00044235276,0.00057625794,0.0010184982,0.0006865556,0.000044646746,0.047595773,0.00040204264,0.9354221,0.0003150546],"about_ca_topic_score_codex":0.000020788262,"about_ca_topic_score_gemma":0.0000011522691,"teacher_disagreement_score":0.87253904,"about_ca_system_score_codex":0.00003308302,"about_ca_system_score_gemma":0.00006624976,"threshold_uncertainty_score":0.6146448},"labels":[],"label_agreement":null},{"id":"W2154873815","doi":"","title":"Antibiotics for lower respiratory tract infections. Still too frequently prescribed?","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bronchitis; Antibiotics; Respiratory tract infections; Medical prescription; Intensive care medicine; Pneumonia; Chronic bronchitis; Penicillin; Pediatrics; Internal medicine; Respiratory system","score_opus":0.022563736233461595,"score_gpt":0.22998595154790671,"score_spread":0.20742221531444513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154873815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850144,0.0038103412,0.0019815622,0.0006739374,0.0030214845,0.0015283196,0.000107118794,0.00020984904,0.0036530222],"genre_scores_gemma":[0.99537367,0.00006853043,0.000112289636,0.0006823126,0.000103170096,0.000037749105,0.000025000147,0.00002397694,0.00357331],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885905,0.00004231689,0.0002604272,0.000296154,0.000032633405,0.0005094233],"domain_scores_gemma":[0.99942756,0.00007887225,0.00009638464,0.0002822458,0.00007526931,0.0000396462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022880577,0.00016150493,0.00021146036,0.000084102976,0.00016912133,0.000022115542,0.00016082112,0.00028312308,0.000037895086],"category_scores_gemma":[0.00017303333,0.0001389357,0.00013738009,0.000114450464,0.00019159517,0.000119614815,0.000028609793,0.0002023191,0.000115711686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031641016,0.02547899,0.120842226,0.0011884575,0.0042005046,0.00023219583,0.0024014805,0.00079127465,0.3389912,0.13086058,0.17567116,0.19617783],"study_design_scores_gemma":[0.0045557134,0.00040646738,0.29465115,0.000048417376,0.00015389596,0.00003649046,0.00008228033,3.133845e-7,0.15580079,0.0014685976,0.5422916,0.00050434284],"about_ca_topic_score_codex":0.000032176948,"about_ca_topic_score_gemma":0.000033674332,"teacher_disagreement_score":0.3666204,"about_ca_system_score_codex":0.00007334541,"about_ca_system_score_gemma":0.00006802805,"threshold_uncertainty_score":0.56656337},"labels":[],"label_agreement":null},{"id":"W2155167680","doi":"10.1345/aph.1h293","title":"A Comparison of Antibiotic Use in Children Between Canada and Denmark","year":2007,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of Alberta; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Antibiotics; Family medicine; Pediatrics; Microbiology","score_opus":0.047136545534111486,"score_gpt":0.36039624567441453,"score_spread":0.313259700140303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155167680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924408,0.0071235015,0.000031367235,0.00008617287,0.000067016925,0.00012473196,0.000041930172,0.0000043293135,0.00008011206],"genre_scores_gemma":[0.99870074,0.00081074383,0.00003672878,0.00023657654,0.000014859483,1.033916e-7,0.00001136906,0.000008668953,0.00018022062],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991743,0.000060046517,0.00035797455,0.00013705294,0.000037936687,0.00023267404],"domain_scores_gemma":[0.99951154,0.00015605397,0.00016388005,0.00010224055,0.00004426376,0.000022046132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024540516,0.00010100399,0.0003396618,0.00008966839,0.000027589349,0.0000022100562,0.00010966663,0.00008419576,0.00007132585],"category_scores_gemma":[0.000010598697,0.000088781046,0.000034315384,0.00012620981,0.00014428936,0.0000469534,0.000014620268,0.00012692955,0.0000019671472],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103224826,0.00007237185,0.6867488,0.000016308997,0.00015019516,0.0000010931394,0.00011497934,0.0000010958768,0.3079223,0.00002279469,0.0014268326,0.0034199834],"study_design_scores_gemma":[0.00048274646,0.00003992042,0.49562424,0.000032298278,0.000008268592,0.000001376784,0.000031268155,4.063512e-7,0.5030899,0.0000048520214,0.00063345913,0.000051241648],"about_ca_topic_score_codex":0.14295137,"about_ca_topic_score_gemma":0.084582046,"teacher_disagreement_score":0.1951676,"about_ca_system_score_codex":0.0000061302385,"about_ca_system_score_gemma":0.00006432264,"threshold_uncertainty_score":0.93212193},"labels":[],"label_agreement":null},{"id":"W2155469419","doi":"10.1371/journal.pmed.1001724","title":"WHO Essential Medicines Policies and Use in Developing and Transitional Countries: An Analysis of Reported Policy Implementation and Medicines Use Surveys","year":2014,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario; Institute for Clinical Evaluative Sciences","funders":"World Health Organization","keywords":"Essential medicines; Developing country; Medicine; Health policy; Alternative medicine; Quality (philosophy); Public economics; Political science; Environmental health; Economic growth; Public health; Economics; Nursing","score_opus":0.025889119741440706,"score_gpt":0.31548288273145436,"score_spread":0.28959376299001366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155469419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928698,0.00096984516,0.0014804882,0.004410302,0.00005425765,0.00014894891,0.000037911515,0.000015938977,0.000012530893],"genre_scores_gemma":[0.996285,0.0023654278,0.00008831722,0.0007824996,0.000075054886,0.0000022165175,0.00034214978,0.000008647757,0.00005067843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859387,0.00031208692,0.00053404015,0.0002694746,0.00009388803,0.00019666155],"domain_scores_gemma":[0.99892294,0.0005578213,0.0001974765,0.00014055149,0.0001385737,0.000042610784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007821173,0.0001543597,0.0006072797,0.00063827133,0.00010254678,0.000009515445,0.0000451348,0.00011355146,0.000055621185],"category_scores_gemma":[0.0004135584,0.00011142935,0.000017064525,0.000428677,0.0009263796,0.00019272699,0.000022183855,0.00008772867,1.927646e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113315255,0.000044044904,0.91749567,0.00018514617,0.0009815167,0.000008041769,0.0071381913,0.0000015795864,0.070670456,0.002702648,0.00012047095,0.000538929],"study_design_scores_gemma":[0.0020150116,0.00018387112,0.9894365,0.00032406452,0.00087014766,0.000030435738,0.0023589823,0.00008289476,0.0041849497,0.00009389521,0.00029916244,0.00012005142],"about_ca_topic_score_codex":0.00745697,"about_ca_topic_score_gemma":0.010469635,"teacher_disagreement_score":0.07194087,"about_ca_system_score_codex":0.000015393496,"about_ca_system_score_gemma":0.000058772832,"threshold_uncertainty_score":0.9991525},"labels":[],"label_agreement":null},{"id":"W2156304358","doi":"10.1093/cid/ciu445","title":"Hospital-wide Rollout of Antimicrobial Stewardship: A Stepped-Wedge Randomized Trial","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Antimicrobial stewardship; Randomized controlled trial; Psychological intervention; Audit; Intensive care medicine; Emergency medicine; Intervention (counseling); Stewardship (theology); Intensive care unit; Antibiotics; Nursing; Antibiotic resistance; Surgery; Accounting","score_opus":0.011513524063448933,"score_gpt":0.2901333229072886,"score_spread":0.2786197988438397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156304358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890981,0.0012429594,0.00082498015,0.00020575587,0.004779173,0.001289188,0.000063710926,0.00017987484,0.002316265],"genre_scores_gemma":[0.99724025,0.00036714377,0.000010371785,0.00047592862,0.0003250173,0.000022920232,0.000062789964,0.000026737722,0.0014688405],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964472,0.0014528652,0.0012145181,0.0004556255,0.00005884516,0.00037093367],"domain_scores_gemma":[0.9949381,0.003807071,0.0005550735,0.0004728066,0.00014213806,0.000084821186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095192686,0.0002592966,0.001496476,0.00008610922,0.00015702735,0.000020857497,0.00026019785,0.00041711077,0.00029840053],"category_scores_gemma":[0.0054901983,0.0001956856,0.001049633,0.00013475219,0.0014324953,0.000072244526,0.00011042332,0.00032828984,0.00045885393],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.75614524,0.010951228,0.16803944,0.000350947,0.0028939089,0.000014510001,0.00020631723,0.000015597963,0.0018575105,0.0036836087,0.050047725,0.0057939566],"study_design_scores_gemma":[0.9752234,0.0015021919,0.0123774065,0.00017260395,0.0009292525,0.000002417851,0.00002738804,0.00000746248,0.0014437742,0.0009511155,0.0069574183,0.00040556656],"about_ca_topic_score_codex":0.000046396533,"about_ca_topic_score_gemma":0.000015402995,"teacher_disagreement_score":0.21907815,"about_ca_system_score_codex":0.000016054544,"about_ca_system_score_gemma":0.0001376046,"threshold_uncertainty_score":0.7979827},"labels":[],"label_agreement":null},{"id":"W2157880402","doi":"10.1186/s12879-015-1223-2","title":"Differential outcome of an antimicrobial stewardship audit and feedback program in two intensive care units: a controlled interrupted time series study","year":2015,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Intensive care; Emergency medicine; Intensive care medicine; Medical microbiology; Infection control; Clinical pharmacy; Pharmacy; Antibiotic resistance; Antibiotics; Family medicine","score_opus":0.01960761308617666,"score_gpt":0.29315875152663073,"score_spread":0.2735511384404541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157880402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99697757,0.00071901677,0.000013780789,0.000011605963,0.00042737005,0.0014531725,0.00013180617,0.00014611307,0.00011958678],"genre_scores_gemma":[0.9994027,0.000008230709,0.000011258034,0.000039033042,0.00003892744,0.000037290534,0.00015605237,0.00002189828,0.00028461774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983795,0.0004907859,0.00045472,0.00033662713,0.00005116205,0.00028717858],"domain_scores_gemma":[0.99873155,0.0000877772,0.00019919833,0.00025263004,0.0006612229,0.00006760571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007461784,0.00025744448,0.00075942226,0.00017641915,0.000088435474,0.000035006542,0.00013684822,0.000108377026,0.00006215681],"category_scores_gemma":[0.00047548817,0.00020215868,0.000086317894,0.00020559228,0.00037575865,0.0001448362,0.0001258617,0.00017057531,0.000030103873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057235393,0.0013933424,0.9846236,0.00015023281,0.0003420164,0.000026097918,0.0044881427,0.000014386355,0.0024945482,0.000023287295,0.00016779262,0.00055299187],"study_design_scores_gemma":[0.08886442,0.007435803,0.82806945,0.0004257883,0.0011747837,0.00009937501,0.06936786,0.00004145924,0.003425668,0.000074497555,0.00014229656,0.0008785827],"about_ca_topic_score_codex":0.00048100535,"about_ca_topic_score_gemma":0.0033651835,"teacher_disagreement_score":0.15655416,"about_ca_system_score_codex":0.00005218952,"about_ca_system_score_gemma":0.00016736565,"threshold_uncertainty_score":0.82437915},"labels":[],"label_agreement":null},{"id":"W2160098626","doi":"10.1590/s0036-36342012000200011","title":"Antibiotic knowledge and self-care for acute respiratory tract infections in Mexico","year":2012,"lang":"en","type":"article","venue":"Salud Pública de México","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Antibiotics; Medicine; Respiratory tract infections; Ambroxol; Family medicine; Intensive care medicine; Internal medicine; Respiratory system; Psychiatry","score_opus":0.012976615546103161,"score_gpt":0.28693591900824617,"score_spread":0.273959303462143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160098626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592052,0.036569014,0.0002871781,0.00017289499,0.000644831,0.00044589498,0.000055825632,0.00014032189,0.0024788245],"genre_scores_gemma":[0.99855936,0.0003901087,0.00023775053,0.00021733408,0.00010456077,0.00001297866,0.000024712586,0.000025242096,0.00042795908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988343,0.0001393733,0.0002244245,0.00023990782,0.000018839848,0.0005431398],"domain_scores_gemma":[0.99943584,0.00017108463,0.00006541454,0.00022185067,0.000050005987,0.00005580225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002656275,0.00017109647,0.00026744447,0.00018421074,0.00021914564,0.000014611458,0.000115257186,0.00034933002,0.000044039818],"category_scores_gemma":[0.000053074455,0.00015320814,0.00008145933,0.00020559735,0.0001256142,0.00013007219,0.000050310937,0.0002564613,0.00013817035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067730514,0.0016440132,0.93198395,0.00012578136,0.0002526988,0.0000028706968,0.0037888815,4.9329077e-7,0.05168029,0.0033597585,0.0036919797,0.0034015514],"study_design_scores_gemma":[0.0022750725,0.00042264003,0.68764967,0.00012038729,0.00020901076,0.00007672275,0.00065179163,0.000004209152,0.038625598,0.0000909663,0.26952627,0.00034765745],"about_ca_topic_score_codex":0.00001195663,"about_ca_topic_score_gemma":0.00011120666,"teacher_disagreement_score":0.2658343,"about_ca_system_score_codex":0.00007532035,"about_ca_system_score_gemma":0.000096043965,"threshold_uncertainty_score":0.6247647},"labels":[],"label_agreement":null},{"id":"W2160434409","doi":"10.1016/j.vaccine.2012.08.031","title":"A review of the effect of immunization programs on antimicrobial utilization","year":2012,"lang":"en","type":"review","venue":"Vaccine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Antimicrobial; Immunization; Medicine; Intensive care medicine; Immunology; Microbiology; Biology; Antibody","score_opus":0.03168581230132058,"score_gpt":0.30410271135464806,"score_spread":0.2724168990533275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160434409","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000065861575,0.9978581,0.000010096825,0.00001587528,0.0005596351,0.0012996178,0.000023303708,0.000014313282,0.00015319145],"genre_scores_gemma":[0.00068328495,0.9982888,0.000004149859,0.0000289435,0.000029217934,0.0000084785925,0.00048642515,0.000024138482,0.00044657037],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984661,0.0006048282,0.00058395526,0.00015602614,0.000029392248,0.00015971201],"domain_scores_gemma":[0.998515,0.00010268104,0.00080640125,0.0005093957,0.000059833696,0.0000066656644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003407174,0.00023590557,0.0012940578,0.000062829975,0.000051015344,0.000001594973,0.00030662995,0.00031795944,0.000117111216],"category_scores_gemma":[0.000082347666,0.000116133495,0.00039438068,0.00041167784,0.000032632008,0.000020417114,0.000077656834,0.0002260341,0.0000663143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026573844,0.0000947775,0.00011726808,0.2423243,0.00024128327,1.0586575e-7,0.000008604907,3.3918518e-8,0.00019204915,0.00006106221,0.0018294265,0.75510454],"study_design_scores_gemma":[0.0002564199,0.00019268646,0.000027107902,0.21242592,0.0012045765,0.000014085238,4.5349393e-7,2.3420311e-8,0.0023107035,2.6023864e-7,0.7834773,0.00009044865],"about_ca_topic_score_codex":0.000007265931,"about_ca_topic_score_gemma":0.0000016788103,"teacher_disagreement_score":0.7816479,"about_ca_system_score_codex":0.000017979735,"about_ca_system_score_gemma":0.000048613467,"threshold_uncertainty_score":0.47357866},"labels":[],"label_agreement":null},{"id":"W2160989319","doi":"10.1186/1748-5908-6-3","title":"Barriers and facilitators to the dissemination of DECISION+, a continuing medical education program for optimizing decisions about antibiotics for acute respiratory infections in primary care: A study protocol","year":2011,"lang":"en","type":"article","venue":"Implementation Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Université Laval; Hôpital Saint-François d'Assise; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research; Max-Planck-Gesellschaft","keywords":"Medicine; Focus group; Protocol (science); Continuing medical education; Family medicine; Medical record; Decision aids; Nursing; Medical education; Continuing education; Alternative medicine","score_opus":0.028147939648850814,"score_gpt":0.44428317397418776,"score_spread":0.41613523432533694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160989319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9160467,0.000044411623,0.016471257,0.000060392726,0.0002291766,0.06703601,0.000055811266,0.00001713174,0.000039119193],"genre_scores_gemma":[0.9792697,0.000004173776,0.00829181,0.00007543094,0.0000072511148,0.012320165,0.000009887013,0.000005969477,0.000015654468],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99888104,0.00006196919,0.00043066012,0.0002872784,0.00012382543,0.00021519953],"domain_scores_gemma":[0.9988885,0.0004011541,0.000146874,0.0001699704,0.00034051365,0.00005298069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012549654,0.000087429005,0.00014029424,0.00023932903,0.00038253935,0.000028618193,0.00022907514,0.000051836567,0.000023404527],"category_scores_gemma":[0.0012712742,0.000062803025,0.000032328226,0.00048984704,0.0002897701,0.00018979213,0.00007632921,0.000063364816,9.3762407e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046015703,0.0005306075,0.12087011,0.000071382274,0.00005379848,5.444237e-7,0.042529218,0.0000044377907,0.023830809,0.0008421379,0.00058399414,0.8102228],"study_design_scores_gemma":[0.0070337886,0.004676298,0.78161544,0.00094480044,0.00017084894,0.00001336829,0.14215292,0.000058598373,0.049302608,0.00020281736,0.013399302,0.00042923063],"about_ca_topic_score_codex":0.000036503257,"about_ca_topic_score_gemma":0.00049186987,"teacher_disagreement_score":0.8097936,"about_ca_system_score_codex":0.000071932,"about_ca_system_score_gemma":0.0005619449,"threshold_uncertainty_score":0.2942222},"labels":[],"label_agreement":null},{"id":"W2161133113","doi":"10.5539/gjhs.v7n2p360","title":"Prevalence of Self-Medication Among the Elderly in Kermanshah-Iran","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Kermanshah University of Medical Sciences","keywords":"Self-medication; Medicine; Medical prescription; Marital status; Seriousness; Exact test; Descriptive statistics; Family medicine; Chi-square test; Drug; Disease; Environmental health; Psychiatry; Internal medicine; Population; Nursing","score_opus":0.018821443006737805,"score_gpt":0.3029847268443325,"score_spread":0.28416328383759465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161133113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882736,0.009114283,0.00022270095,0.0012541419,0.0006251816,0.000093043054,0.0000029879966,0.000004448717,0.0004095966],"genre_scores_gemma":[0.9991372,0.00050670694,0.0001853661,0.00011393213,0.000014517436,2.0516272e-7,1.9927371e-7,0.0000011257413,0.000040711268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988793,0.00011559542,0.0004938756,0.00010263716,0.00015921467,0.00024938854],"domain_scores_gemma":[0.999032,0.0000263773,0.00056606723,0.00014528519,0.00017895484,0.000051324125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026737635,0.000055363173,0.00016040649,0.000059674825,0.00011105533,0.0000066803736,0.00058115437,0.000047700676,0.000008094983],"category_scores_gemma":[0.00010409448,0.000032764885,0.000029203638,0.00040645595,0.00078147254,0.00017953617,0.000037002887,0.00017313748,0.000011568352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006663363,0.0001632217,0.98379725,0.00013042183,0.0000141197215,0.0000059847275,0.0011972097,0.000031404248,0.001662178,0.001001122,0.002803352,0.009127112],"study_design_scores_gemma":[0.00053704635,0.00044324127,0.9960767,0.000254497,0.000007788265,0.0002102166,0.0007520446,0.000010798927,0.00076395756,0.0002952729,0.0006070654,0.000041391708],"about_ca_topic_score_codex":0.0001455864,"about_ca_topic_score_gemma":0.000033064945,"teacher_disagreement_score":0.012279439,"about_ca_system_score_codex":0.00012555887,"about_ca_system_score_gemma":0.0011394151,"threshold_uncertainty_score":0.2879368},"labels":[],"label_agreement":null},{"id":"W2161308715","doi":"10.1086/420825","title":"Per Capita Antibiotic Consumption: How Does a North American Jurisdiction Compare with Europe?","year":2004,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland; BC Centre for Disease Control","funders":"Pfizer Canada; British Columbia Centre for Disease Control; University of British Columbia; Pfizer","keywords":"Medicine; Defined daily dose; Per capita; Consumption (sociology); Antibiotics; Medical prescription; Environmental health; Demography; Population; Biology; Microbiology","score_opus":0.016001547728662618,"score_gpt":0.28064558347723867,"score_spread":0.26464403574857603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161308715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961253,0.0009528408,0.00048421347,0.0006699386,0.0008524553,0.00023863105,0.0000933651,0.0003046277,0.00027867165],"genre_scores_gemma":[0.9975579,0.0011094819,0.000015390857,0.00051399716,0.00015099708,0.0000035379028,0.0001269546,0.000026339283,0.00049540086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985852,0.00022452373,0.00031919486,0.00048055925,0.000054484917,0.0003360348],"domain_scores_gemma":[0.99896777,0.00019161409,0.00023959286,0.0003574262,0.00014289946,0.00010069275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007066029,0.00023238354,0.00047520493,0.00006372485,0.00028532467,0.00004561333,0.00014262328,0.00007922805,0.00015648338],"category_scores_gemma":[0.00008694032,0.00014557566,0.00015776981,0.00015951955,0.0016660122,0.00010614738,0.000050637806,0.00033500558,0.0013568007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014300407,0.0009420163,0.995634,0.000053222157,0.00031372803,0.000035913472,0.00004449406,0.000038366983,0.00014509003,0.00026183797,0.0011373664,0.0012509298],"study_design_scores_gemma":[0.0019427069,0.0007381971,0.9913507,0.00007625667,0.00025980928,0.000029462535,0.00007816344,7.8526097e-7,0.0002243046,0.000037833,0.0049928296,0.0002689581],"about_ca_topic_score_codex":0.00008274083,"about_ca_topic_score_gemma":0.0016727546,"teacher_disagreement_score":0.0042833374,"about_ca_system_score_codex":0.000035915393,"about_ca_system_score_gemma":0.00013008324,"threshold_uncertainty_score":0.99942076},"labels":[],"label_agreement":null},{"id":"W2161868218","doi":"10.1002/14651858.cd000409.pub2","title":"Educational outreach visits: effects on professional practice and health care outcomes","year":2007,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1299,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Interquartile range; CINAHL; Medicine; MEDLINE; Outreach; Health care; Family medicine; Cochrane Library; Intervention (counseling); Meta-analysis; Nursing; Psychological intervention","score_opus":0.07441598550367685,"score_gpt":0.4420470531246412,"score_spread":0.36763106762096437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161868218","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012956426,0.99012095,0.000037676826,0.00023329798,0.0013935176,0.0074002156,0.00043468457,0.000017528653,0.0003608623],"genre_scores_gemma":[0.0000056089134,0.99337167,0.0005362351,0.00043868172,0.00008667243,0.00026987222,0.003341713,0.00004259232,0.0019069761],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9931881,0.0029096368,0.0026985079,0.000635781,0.00019227553,0.00037569183],"domain_scores_gemma":[0.9899014,0.0052713095,0.0033370664,0.00123036,0.00018566244,0.00007415029],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035577181,0.00066715176,0.006519129,0.00026572464,0.00020425668,0.00001628946,0.00044917283,0.00037793544,0.00008911889],"category_scores_gemma":[0.002837586,0.0003721233,0.0005272117,0.00023905272,0.000111307425,0.00011276866,0.0001375526,0.0005868789,0.00082300714],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010026985,0.00019370121,0.000004858169,0.92893666,0.00040986238,0.0000067532665,0.00025136798,2.1072266e-9,0.0000020525176,0.00094592804,0.013594335,0.055644423],"study_design_scores_gemma":[0.00023485563,0.00007845342,0.000006957636,0.60417145,0.0010970898,0.00013813075,0.00018413825,1.0291006e-8,0.000002991609,8.50896e-7,0.3938794,0.00020563204],"about_ca_topic_score_codex":0.00003546231,"about_ca_topic_score_gemma":0.000011548527,"teacher_disagreement_score":0.38028508,"about_ca_system_score_codex":0.00014138108,"about_ca_system_score_gemma":0.0005979089,"threshold_uncertainty_score":0.99995494},"labels":[],"label_agreement":null},{"id":"W2161892721","doi":"10.1093/jac/dku003","title":"Measuring antimicrobial use in hospitalized patients: a systematic review of available measures applicable to paediatrics","year":2014,"lang":"en","type":"review","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; University of British Columbia; McGill University; Institut National de Santé Publique du Québec","funders":"Association of Medical Microbiology and Infectious Disease Canada","keywords":"Medicine; CINAHL; Antimicrobial; MEDLINE; Antibiotic resistance; Systematic review; Cohort study; Cohort; Intensive care medicine; Emergency medicine; Pediatrics; Internal medicine; Antibiotics; Psychological intervention","score_opus":0.030338634457865356,"score_gpt":0.255901681812558,"score_spread":0.22556304735469265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161892721","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00088755117,0.99502665,0.00020743792,0.00004867446,0.0008889821,0.002758222,0.000080219914,0.000017788365,0.000084448206],"genre_scores_gemma":[0.00014881036,0.99732554,0.0005245913,0.0010708405,0.00011977979,0.00001340441,0.00004544963,0.00011610644,0.0006355059],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99369305,0.0008852526,0.004079335,0.00048221735,0.00021890398,0.0006412134],"domain_scores_gemma":[0.99359953,0.0003681954,0.004431986,0.0006850391,0.0008380485,0.000077189005],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020291049,0.0007343097,0.007383313,0.00073719554,0.00009938568,0.000040558833,0.001039308,0.0007552345,0.00011473374],"category_scores_gemma":[0.0007158142,0.00053058384,0.0014572782,0.0008644459,0.0001292386,0.00018615962,0.000106785024,0.00092870207,0.00023317002],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017880717,0.0005715967,0.00018617164,0.9494706,0.0011612093,0.000012142182,0.000095571646,0.0000010592016,0.0014519593,0.000005057586,0.04408645,0.002779425],"study_design_scores_gemma":[0.0016491588,0.00016664852,0.000005324574,0.6151816,0.0013751076,0.000064931526,0.000003962784,3.3871814e-8,0.0009581647,5.6944594e-7,0.38015842,0.00043604246],"about_ca_topic_score_codex":0.00004378533,"about_ca_topic_score_gemma":0.000008563269,"teacher_disagreement_score":0.33607197,"about_ca_system_score_codex":0.00025106996,"about_ca_system_score_gemma":0.00053527876,"threshold_uncertainty_score":0.99971455},"labels":[],"label_agreement":null},{"id":"W2162104953","doi":"10.1128/aac.00469-10","title":"Prevalence of Antimicrobial-Resistant Pathogens in Canadian Hospitals: Results of the Canadian Ward Surveillance Study (CANWARD 2008)","year":2010,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Health Sciences Centre","funders":"Pfizer Canada; Astellas Pharma; Health Canada; University of Manitoba; Pfizer; London Health Sciences Centre; University of Alberta","keywords":"Tigecycline; Microbiology; Meropenem; Linezolid; Methicillin-resistant Staphylococcus aureus; Ertapenem; Colistin; Streptococcus pneumoniae; Medicine; Amikacin; Klebsiella pneumoniae; Piperacillin; Staphylococcus aureus; Antibiotic resistance; Biology; Vancomycin; Pseudomonas aeruginosa; Antimicrobial; Antibiotics; Escherichia coli; Bacteria","score_opus":0.006294098797426473,"score_gpt":0.22017976818123272,"score_spread":0.21388566938380624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162104953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99522555,0.00014218238,4.1162127e-7,0.0019094645,0.0006565212,0.000635336,0.00096026185,0.000008984051,0.00046129673],"genre_scores_gemma":[0.997698,0.0005462967,0.000035472505,0.000742737,0.000022198892,0.0000019812242,0.000020703148,0.000025166859,0.000907454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981509,0.00014753343,0.000584311,0.00043386352,0.000064010754,0.00061937486],"domain_scores_gemma":[0.9989273,0.000040711526,0.00026417358,0.0005461771,0.00012457916,0.00009705083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052649924,0.00025412408,0.00043840738,0.00018609359,0.00026359013,0.000019268173,0.00050022133,0.00030467866,0.0001233237],"category_scores_gemma":[0.000059359783,0.00019107919,0.00011079069,0.0002965184,0.00052607484,0.0000514039,0.000049491493,0.00036327433,0.000009051887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019618885,0.00022566604,0.72542953,0.00010513888,0.00010917503,0.000012589536,0.0014188066,0.0000022498307,0.26246002,0.000029353178,0.009567249,0.00044401523],"study_design_scores_gemma":[0.0022814122,0.000103222825,0.93155175,0.000144042,0.000023861621,0.000012121748,0.000117530995,0.0000014971447,0.05468869,0.0000053086455,0.010831587,0.00023899913],"about_ca_topic_score_codex":0.80278265,"about_ca_topic_score_gemma":0.98064023,"teacher_disagreement_score":0.20777133,"about_ca_system_score_codex":0.000057610432,"about_ca_system_score_gemma":0.0006541224,"threshold_uncertainty_score":0.77919835},"labels":[],"label_agreement":null},{"id":"W2162159550","doi":"","title":"Prescribing practices and attitudes toward giving children antibiotics.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Antibiotics; Respiratory tract infections; Family medicine; Pharyngitis; Pneumonia; Antibiotic resistance; Medical prescription; Pediatrics; Upper respiratory tract infection; Internal medicine; Respiratory system; Nursing","score_opus":0.03172918103326241,"score_gpt":0.24341561132750275,"score_spread":0.21168643029424034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162159550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864095,0.009027367,0.00007775399,0.00059833255,0.00030808634,0.00034627278,0.0000060711836,0.00008955161,0.0031370956],"genre_scores_gemma":[0.9933663,0.0015287793,0.0000834048,0.00013734089,0.00006651611,0.000004106061,0.00001058078,0.000012877954,0.0047900826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990438,0.00007073261,0.00016126974,0.00028810187,0.00003023957,0.0004058214],"domain_scores_gemma":[0.99950725,0.00008930332,0.00017832953,0.00016923473,0.000024493647,0.00003139402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024595467,0.00012643375,0.00017539086,0.00005587937,0.00017323045,0.00004568032,0.00014185572,0.00014136086,0.00005615642],"category_scores_gemma":[0.00021694653,0.00010422706,0.00003650347,0.00008408666,0.0001685766,0.00018580593,0.00009656091,0.00018483511,0.00005111778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064466396,0.00011298616,0.95278454,0.000044076194,0.00024884855,0.000012667869,0.00019009653,7.617952e-7,0.0058207302,0.00030435045,0.0010286545,0.03938784],"study_design_scores_gemma":[0.00042346327,0.000014848371,0.9802882,0.000024706627,0.000043563807,0.00015408164,0.000073561736,6.733424e-7,0.010071647,0.000022912873,0.00873532,0.00014698773],"about_ca_topic_score_codex":0.00013516331,"about_ca_topic_score_gemma":0.000040502266,"teacher_disagreement_score":0.039240852,"about_ca_system_score_codex":0.000012746532,"about_ca_system_score_gemma":0.000011745954,"threshold_uncertainty_score":0.4250256},"labels":[],"label_agreement":null},{"id":"W2162865602","doi":"10.1345/aph.10272","title":"Impact of a Limited Fluoroquinolone Reimbursement Policy on Antimicrobial Prescription Claims","year":2001,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medical prescription; Medicine; Reimbursement; Antimicrobial; Pharmacy; Defined daily dose; Formulary; Population; Family medicine; Pharmacoepidemiology; Environmental health; Pharmacology; Health care","score_opus":0.051271068886959786,"score_gpt":0.38029800590140506,"score_spread":0.3290269370144453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162865602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949914,0.0024807383,0.00005208582,0.0009715251,0.00021823906,0.00024235096,0.00007177526,0.000035439025,0.0009364475],"genre_scores_gemma":[0.9852491,0.012364683,0.000022469843,0.0008758108,0.00009151829,0.000002274142,0.00003827473,0.000020157084,0.0013357364],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886847,0.00013418453,0.00037719516,0.00021728183,0.000053598065,0.0003492497],"domain_scores_gemma":[0.9992825,0.000036219248,0.0002650782,0.0002518027,0.00013666121,0.000027750746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014813548,0.00018611117,0.0003415491,0.00025155622,0.000060691953,0.000004449361,0.0002071648,0.00015310018,0.0007584365],"category_scores_gemma":[0.0000101083715,0.00014672911,0.0002765897,0.0002604882,0.00019544357,0.00007135203,0.000017843022,0.00015354675,0.00006498939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026006289,0.0008911811,0.0051409304,0.000025165415,0.0006943035,0.0000039582474,0.00024996974,0.000046400644,0.9536192,0.00024769007,0.026663378,0.009817185],"study_design_scores_gemma":[0.002058937,0.0011871343,0.02537155,0.00011902639,0.00001959867,0.000012382944,0.000017254577,0.0000049840937,0.96166134,0.00006563315,0.009339903,0.00014226929],"about_ca_topic_score_codex":0.0005380079,"about_ca_topic_score_gemma":0.000004637842,"teacher_disagreement_score":0.020230617,"about_ca_system_score_codex":0.000019273031,"about_ca_system_score_gemma":0.000108517364,"threshold_uncertainty_score":0.83043474},"labels":[],"label_agreement":null},{"id":"W2162983522","doi":"10.1186/s13063-015-0871-2","title":"Can an antimicrobial stewardship program reduce length of stay of immune-competent adult patients admitted to hospital with diagnosis of community-acquired pneumonia? Study protocol for pragmatic controlled non-randomized clinical study","year":2015,"lang":"en","type":"article","venue":"Trials","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Antimicrobial stewardship; Pneumonia; Randomized controlled trial; Intensive care medicine; Protocol (science); Community-acquired pneumonia; Clinical trial; Antimicrobial; Alternative medicine; Antibiotics; Internal medicine; Pathology; Antibiotic resistance","score_opus":0.08431538929209824,"score_gpt":0.4161914240465518,"score_spread":0.33187603475445354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162983522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6659851,0.000008867716,0.000017125005,0.000050754712,0.00022980952,0.333525,0.00014587432,0.000028685625,0.000008816205],"genre_scores_gemma":[0.87885624,0.0000019621461,0.00048674518,0.000017395587,0.000027244734,0.12046705,0.000074438314,0.00003704216,0.000031857187],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9826994,0.012214747,0.004132375,0.00036403528,0.00019914657,0.0003903287],"domain_scores_gemma":[0.9901859,0.0039502922,0.0032225898,0.00090423436,0.0016412706,0.00009569915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012920286,0.00039989265,0.005097748,0.00017496843,0.000140866,0.00001649945,0.0006431104,0.00022933645,0.0000133269305],"category_scores_gemma":[0.008162277,0.00025073616,0.0004925944,0.00027418064,0.00061133935,0.00007989078,0.00014646871,0.00025174217,0.0000021901258],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.70283127,0.11433119,0.13891484,0.0004955947,0.0066512167,0.0000024152644,0.026724584,0.00001124987,0.007946406,0.000014955028,0.0002619102,0.0018143831],"study_design_scores_gemma":[0.82391876,0.083443634,0.043483377,0.0005815849,0.0017277311,7.4398883e-7,0.02030634,0.0000051419747,0.026130125,0.000013489819,0.000022060414,0.00036700605],"about_ca_topic_score_codex":0.0010837014,"about_ca_topic_score_gemma":0.00040396405,"teacher_disagreement_score":0.21305794,"about_ca_system_score_codex":0.000033779397,"about_ca_system_score_gemma":0.00040804152,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W2164878574","doi":"10.1016/j.ajic.2008.02.008","title":"A comparison of infection control program resources, activities, and antibiotic resistant organism rates in Canadian acute care hospitals in 1999 and 2005: Pre- and post-severe acute respiratory syndrome","year":2008,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Infection control; Clostridium difficile; Diarrhea; Outbreak; Acute care; Pneumonia; Antibiotics; Internal medicine; Vancomycin-resistant Enterococcus; Emergency medicine; Staphylococcus aureus; Intensive care medicine; Vancomycin; Pediatrics; Health care; Microbiology; Virology","score_opus":0.003789241704324467,"score_gpt":0.24182918656529928,"score_spread":0.23803994486097482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164878574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98991644,0.009165111,0.00002375962,0.00016545918,0.000135351,0.00047410958,0.00007256091,0.000014271699,0.000032958305],"genre_scores_gemma":[0.9981433,0.0016128032,0.000033641845,0.00013388226,0.000018144976,0.000003694951,0.0000052191203,0.000018229635,0.0000310699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982642,0.0003984251,0.0006419869,0.00023490857,0.000067603265,0.00039288212],"domain_scores_gemma":[0.99877375,0.00017025552,0.00067201693,0.00011938852,0.00014994395,0.000114661365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003233209,0.0002210106,0.0008889429,0.0005882726,0.00018616676,0.000024044664,0.000055653927,0.00018270657,0.000010113214],"category_scores_gemma":[0.00007973041,0.0001925104,0.00006610703,0.00026775865,0.0007598865,0.00021690446,0.000017275528,0.00048604186,7.8874086e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011060584,0.00012754442,0.95537186,0.000055127908,0.00050461467,0.0001403111,0.0016421045,0.000014151388,0.03628249,0.000008166507,0.00005836616,0.0046892306],"study_design_scores_gemma":[0.004550159,0.004388895,0.9857184,0.00028003595,0.00020306741,0.0014082419,0.0007381852,0.000010234082,0.0014490339,0.0000026529194,0.0010496452,0.00020139225],"about_ca_topic_score_codex":0.06573297,"about_ca_topic_score_gemma":0.06851618,"teacher_disagreement_score":0.034833457,"about_ca_system_score_codex":0.00016379362,"about_ca_system_score_gemma":0.00033401212,"threshold_uncertainty_score":0.94848096},"labels":[],"label_agreement":null},{"id":"W2166531344","doi":"10.1016/s1473-3099(07)70263-3","title":"The role of evidence in the decline of antibiotic use for common respiratory infections in primary care","year":2007,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Brock University","funders":"","keywords":"Antibiotics; Intensive care medicine; Medicine; Respiratory system; Primary care; Internal medicine; Microbiology; Biology; Family medicine","score_opus":0.10592555339540999,"score_gpt":0.3658020462513238,"score_spread":0.2598764928559138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166531344","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010408837,0.98737127,0.000006165176,0.000029202167,0.00024308667,0.0013405685,0.0002542948,0.000025448906,0.00032110696],"genre_scores_gemma":[0.12913744,0.87045884,0.0000014875674,0.00016488133,0.000081778875,0.000037224632,0.00007168995,0.00002010415,0.000026519572],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772006,0.0009332435,0.000710626,0.00022519863,0.000067251196,0.00034361915],"domain_scores_gemma":[0.9925387,0.006046075,0.0005331799,0.00077659974,0.0000942654,0.0000112040425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008506051,0.00025198358,0.0011635559,0.00014965073,0.00023777645,0.000020142406,0.0006411299,0.0002614887,0.0000035609717],"category_scores_gemma":[0.0005322436,0.00010931434,0.00036352282,0.00047977126,0.00059992,0.000065141125,0.00012720522,0.0004833396,0.0000071454597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037661733,0.00092156493,0.22552176,0.022592798,0.00054364064,0.0000081427825,0.0007035204,0.000022904984,0.00009839523,0.002289266,0.0011606858,0.74576074],"study_design_scores_gemma":[0.0006885935,0.00029630258,0.03336627,0.014346635,0.0007809067,0.000019533525,0.00031282037,2.844406e-7,0.000051188872,0.00031079788,0.94960743,0.00021921551],"about_ca_topic_score_codex":0.0003729808,"about_ca_topic_score_gemma":0.0032660346,"teacher_disagreement_score":0.94844675,"about_ca_system_score_codex":0.00009676309,"about_ca_system_score_gemma":0.00030670388,"threshold_uncertainty_score":0.44577092},"labels":[],"label_agreement":null},{"id":"W2166907962","doi":"10.1002/14651858.cd003539.pub2","title":"Interventions to improve antibiotic prescribing practices in ambulatory care","year":2005,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":720,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Psychological intervention; Ambulatory care; Audit; Health care; Family medicine; Antimicrobial stewardship; Intervention (counseling); Systematic review; Randomized controlled trial; Academic detailing; Ambulatory; MEDLINE; Antibiotics; Antibiotic resistance; Nursing; Internal medicine","score_opus":0.12437113329056469,"score_gpt":0.4070494578452139,"score_spread":0.2826783245546492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166907962","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010658581,0.98880106,0.000103722516,0.0000083675195,0.0008526653,0.009280881,0.00061657676,0.000029005922,0.00029706428],"genre_scores_gemma":[0.00007196681,0.9969833,0.0006058162,0.000023271683,0.000074502794,0.00022997813,0.0010050017,0.00005827655,0.00094788783],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9922771,0.002047098,0.0042748195,0.0008232643,0.00012173072,0.00045600094],"domain_scores_gemma":[0.99177986,0.0007553022,0.005188156,0.0020690458,0.00014817025,0.000059451493],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025458084,0.00068426586,0.006730392,0.00043604238,0.000089272784,0.00003243189,0.0009974622,0.00043875555,0.0001975676],"category_scores_gemma":[0.0029228479,0.0004619929,0.0015713108,0.00053053844,0.000120771365,0.00022182819,0.00033038162,0.00061397656,0.0018065134],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059438253,0.00015170574,0.000001935284,0.9630375,0.00019449204,0.000012144726,0.000289353,1.5407043e-7,0.00012572698,0.00006190334,0.0016361742,0.034482945],"study_design_scores_gemma":[0.000261532,0.000059242884,8.8838954e-7,0.7862994,0.0025297587,0.000060498234,0.00038516984,1.9463546e-7,0.00003283377,1.7520809e-7,0.2100292,0.00034111927],"about_ca_topic_score_codex":0.00009824802,"about_ca_topic_score_gemma":0.00017938652,"teacher_disagreement_score":0.20839302,"about_ca_system_score_codex":0.00015966965,"about_ca_system_score_gemma":0.00021164809,"threshold_uncertainty_score":0.99978316},"labels":[],"label_agreement":null},{"id":"W2167747501","doi":"10.1016/j.jegh.2014.06.003","title":"Point prevalence survey of antimicrobial utilization in a Canadian tertiary-care teaching hospital","year":2014,"lang":"en","type":"article","venue":"Journal of Epidemiology and Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Intensive care medicine; Long-term care; Antibiotic resistance; Psychological intervention; Emergency medicine; Antibiotics; Nursing; Microbiology","score_opus":0.021368625195707553,"score_gpt":0.33258637079250075,"score_spread":0.3112177455967932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167747501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695025,0.025330184,0.0012089647,0.002982892,0.00065521104,0.00011971295,0.000081254104,0.000003505083,0.00011573862],"genre_scores_gemma":[0.9957878,0.002683465,0.00037672202,0.0010875094,0.000025924777,1.6356363e-7,0.000018427001,0.0000036081178,0.000016401906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99621296,0.002296539,0.0008665428,0.00016359123,0.000018979279,0.0004413721],"domain_scores_gemma":[0.9985361,0.00047849183,0.00065628695,0.00011088183,0.000115872244,0.00010235222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051007923,0.00011082562,0.0005692121,0.00010104447,0.00012180539,0.0000018602378,0.0001437292,0.00024055419,0.000013622763],"category_scores_gemma":[0.0021021117,0.00008666025,0.0000573274,0.0000778148,0.00021772477,0.0000713597,0.000024546589,0.00036125732,0.0000031462953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088204,0.000051203777,0.9875727,0.00021044732,0.000029316636,0.000002534917,0.00027692138,0.00001858152,0.000060622096,0.0019470124,0.0029639294,0.0067784865],"study_design_scores_gemma":[0.00061178603,0.00042087171,0.9963642,0.00046741217,0.000010853297,0.000099909244,0.00009358186,0.00001838092,0.0000278216,0.00026364505,0.001549084,0.000072454124],"about_ca_topic_score_codex":0.13901782,"about_ca_topic_score_gemma":0.20961173,"teacher_disagreement_score":0.0705939,"about_ca_system_score_codex":0.00014946808,"about_ca_system_score_gemma":0.000515846,"threshold_uncertainty_score":0.86671555},"labels":[],"label_agreement":null},{"id":"W2168135714","doi":"10.1136/bmjquality.u200786.w2247","title":"The use of an IV to PO clinical intervention form to improve antibiotic administration in a community based hospital","year":2015,"lang":"en","type":"article","venue":"BMJ Quality Improvement Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Medicine; Antibiotics; Intervention (counseling); Administration (probate law); Intensive care medicine; Pediatrics; Pharmacology; Nursing; Microbiology","score_opus":0.10753679027790505,"score_gpt":0.41386144074575304,"score_spread":0.30632465046784796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168135714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945927,0.00002397839,0.0012913314,0.0011599576,0.0012298761,0.0015960002,0.000025085928,0.00002997491,0.000051094572],"genre_scores_gemma":[0.99834913,0.0000020530479,0.00041952694,0.0004900549,0.000027948545,0.000020102292,0.0001271739,0.000011136104,0.00055289327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965373,0.0008975915,0.0018161194,0.0003215529,0.00012162243,0.00030579767],"domain_scores_gemma":[0.9976322,0.00026704217,0.00073624594,0.0010135255,0.0002534799,0.00009748293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063083433,0.0001655731,0.00036869172,0.00006977897,0.00016023581,0.000045692217,0.00020208437,0.0001988335,0.0000061741744],"category_scores_gemma":[0.0019577488,0.00012244906,0.0001484011,0.0001537409,0.0001609113,0.00017870488,0.00014883943,0.0003224431,0.00001240425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008108918,0.020370841,0.39061055,0.0008749186,0.00061063684,0.00024452794,0.007868733,0.000064171254,0.28641173,0.00088135875,0.0087024,0.27525124],"study_design_scores_gemma":[0.004537605,0.024579309,0.66025937,0.0006245227,0.00010714631,0.00003785998,0.008126713,0.00006476182,0.28700632,0.00065119844,0.013162331,0.0008428519],"about_ca_topic_score_codex":0.0031739115,"about_ca_topic_score_gemma":0.005838098,"teacher_disagreement_score":0.27440837,"about_ca_system_score_codex":0.00011269399,"about_ca_system_score_gemma":0.0003255711,"threshold_uncertainty_score":0.4993328},"labels":[],"label_agreement":null},{"id":"W2170429665","doi":"10.1503/cmaj.1031630","title":"Decrease in antibiotic use among children in the 1990s: not all antibiotics, not all children","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; University of Alberta","keywords":"Medical prescription; Antibiotics; Medicine; Population; Pediatrics; Bronchitis; Respiratory tract infections; Demography; Otitis; Environmental health; Internal medicine; Surgery; Biology; Respiratory system","score_opus":0.007617066461013716,"score_gpt":0.21603516976441622,"score_spread":0.20841810330340252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170429665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98136735,0.0005037685,0.00001223741,0.017092012,0.0004911336,0.0002606125,0.00006524935,0.000014265814,0.00019338944],"genre_scores_gemma":[0.97838503,0.00045516426,0.000036499583,0.020515552,0.00024082119,2.5177206e-7,0.000118146905,0.000019136298,0.00022942464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732643,0.00051314075,0.0006444735,0.00028888433,0.00032583077,0.0009012232],"domain_scores_gemma":[0.9987908,0.00022642147,0.0002715026,0.00021143847,0.00008255964,0.00041730003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018676188,0.00021989322,0.00035463445,0.00032343942,0.00022909889,0.00010853814,0.0005771907,0.00081693474,0.0003951986],"category_scores_gemma":[0.0018494482,0.00016683183,0.00013255283,0.00029500228,0.00019503305,0.00020617961,0.000029164052,0.0018749259,0.0002573498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019694377,0.00016666295,0.9876073,0.0000031902887,0.00022892703,0.00041778295,0.00071102654,0.000022694097,0.00024207906,0.00032396652,0.00967014,0.00058653514],"study_design_scores_gemma":[0.0024810159,0.00006828893,0.9929397,0.00019383492,0.00004564995,0.0004976558,0.00016534344,0.0000025341649,0.0004470548,0.000054404933,0.0028872455,0.00021727312],"about_ca_topic_score_codex":0.055189636,"about_ca_topic_score_gemma":0.23235428,"teacher_disagreement_score":0.17716464,"about_ca_system_score_codex":0.0007085952,"about_ca_system_score_gemma":0.0016372028,"threshold_uncertainty_score":0.95110196},"labels":[],"label_agreement":null},{"id":"W2170802442","doi":"10.1016/j.ajic.2014.10.024","title":"Improving quality of data extractions for the computation of patient-days and admissions","year":2014,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; McGill University; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Computation; Completeness (order theory); Consistency (knowledge bases); Data extraction; Data quality; Intensive care; Data mining; Quality (philosophy); MEDLINE; Computer science; Intensive care medicine; Operations management; Artificial intelligence; Algorithm","score_opus":0.019956837862184277,"score_gpt":0.3089718952015284,"score_spread":0.28901505733934413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170802442","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4707356,0.0004707748,0.52814895,0.000273615,0.0002345927,0.000092392824,0.00002518478,0.0000029414446,0.00001594154],"genre_scores_gemma":[0.99935085,0.0000671821,0.00048135128,0.00005965715,0.000025489458,6.139816e-7,0.0000034485854,0.000003204196,0.000008184341],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992656,0.00019257219,0.00038748144,0.000064056716,0.000026628924,0.00006364247],"domain_scores_gemma":[0.9975685,0.0009974057,0.0010960405,0.000117145704,0.00020477545,0.00001613471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005222984,0.000046606936,0.00022309812,0.00004778658,0.00010818746,0.0000034691325,0.00006417788,0.000027997652,0.000009264646],"category_scores_gemma":[0.0006632972,0.000029065886,0.000059501795,0.000060145445,0.00019888008,0.000094124065,0.000014613982,0.000101803475,3.382122e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075921544,0.00021305871,0.024618983,0.000057452457,0.00053511973,1.0497022e-7,0.0002915128,0.0003768612,0.3416526,0.00064960326,0.00038842272,0.63045704],"study_design_scores_gemma":[0.02032938,0.0142912315,0.84748363,0.0007394461,0.0023841315,0.00045023268,0.007907042,0.015978077,0.05717251,0.0009133465,0.031653836,0.0006971543],"about_ca_topic_score_codex":0.000307361,"about_ca_topic_score_gemma":0.000026828018,"teacher_disagreement_score":0.82286465,"about_ca_system_score_codex":0.0000059381982,"about_ca_system_score_gemma":0.00005254284,"threshold_uncertainty_score":0.11852724},"labels":[],"label_agreement":null},{"id":"W2171588211","doi":"10.1093/cid/cir272","title":"Reduction in Antibiotic Use Following a Cluster Randomized Controlled Multifaceted Intervention: The Israeli Judicious Antibiotic Prescription Study","year":2011,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Antibiotics; Medical prescription; Antibiotic resistance; Intervention (counseling); Public health; Intensive care medicine; Randomized controlled trial; Population; Antibacterial agent; Internal medicine; Environmental health; Nursing; Microbiology","score_opus":0.036292645339901744,"score_gpt":0.31769001207338704,"score_spread":0.2813973667334853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171588211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98724616,0.0032015203,0.00026410984,0.00007112331,0.0044551347,0.0042464784,0.000007822244,0.00020652928,0.000301125],"genre_scores_gemma":[0.9982148,0.00029552582,0.000008345737,0.00018134713,0.000099926096,0.000043746048,0.00002901077,0.00003102716,0.0010962794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928174,0.004378455,0.0016776981,0.00062129734,0.000086797554,0.0004183486],"domain_scores_gemma":[0.99709266,0.0016192222,0.0005612009,0.00055323966,0.000114770475,0.000058918027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189772,0.0003338853,0.0016854435,0.0001919043,0.0003237902,0.00007200149,0.00024358975,0.0003203455,0.00013390585],"category_scores_gemma":[0.003470214,0.00020562756,0.0013505169,0.0002827988,0.0007325947,0.00027863777,0.00012270133,0.0005502598,0.00023085023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.102864675,0.015568005,0.87039286,0.00008252636,0.0045032576,0.0001015679,0.0017001948,0.000029343304,0.00082038523,0.00014971223,0.001319586,0.0024678844],"study_design_scores_gemma":[0.43900755,0.0009957042,0.55379874,0.00046026686,0.0025289278,0.000018940695,0.0021443523,0.00015715047,0.00019755567,0.00025135875,0.000046781704,0.00039268387],"about_ca_topic_score_codex":0.00094655715,"about_ca_topic_score_gemma":0.00029579582,"teacher_disagreement_score":0.33614287,"about_ca_system_score_codex":0.00005289658,"about_ca_system_score_gemma":0.000062882355,"threshold_uncertainty_score":0.8385248},"labels":[],"label_agreement":null},{"id":"W2173464535","doi":"10.1093/eurpub/ckt123.146","title":"Population-Based Surveillance of Antibiotic Dispensing in Alberta, Canada","year":2013,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University of Edmonton; University of Alberta; Ministry of Health","funders":"","keywords":"Christian ministry; Antibiotics; Public health; Antibiotic resistance; Environmental health; Medicine; Population; Public health surveillance; Health care; Medical emergency; Nursing; Political science; Microbiology","score_opus":0.01706474522879202,"score_gpt":0.22881564608756735,"score_spread":0.21175090085877535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173464535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98962784,0.0007492716,0.0005831154,0.0076439288,0.00047836,0.00008396739,0.000004126554,0.000003137463,0.00082626345],"genre_scores_gemma":[0.9990274,0.00003532116,0.00013827845,0.0005002486,0.000027220669,2.1577929e-8,0.000011806183,0.000012433581,0.00024731722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694693,0.0018545586,0.00072845526,0.00009802925,0.000062511564,0.00030948603],"domain_scores_gemma":[0.9988257,0.00018943482,0.00063491525,0.00014051129,0.00014030731,0.000069082096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020896872,0.000089337394,0.00033498008,0.00012509072,0.00006108073,0.000011673572,0.00018204877,0.000024283157,0.0001357477],"category_scores_gemma":[0.00028749654,0.000069692614,0.000045935514,0.00017448846,0.00005096327,0.000088102715,0.000015724769,0.0002262982,0.000022204968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011039648,0.00013836629,0.96915984,0.0001144677,0.00005194869,0.000029732155,0.00024626625,0.000069907364,0.0016765224,0.00016749704,0.00558166,0.02275277],"study_design_scores_gemma":[0.00062320795,0.00010686006,0.9950124,0.00015390782,0.0000014033055,0.000027905378,0.00013048908,0.000013399497,0.00013405229,0.0000033267233,0.0037256372,0.00006739736],"about_ca_topic_score_codex":0.47487354,"about_ca_topic_score_gemma":0.524516,"teacher_disagreement_score":0.04964245,"about_ca_system_score_codex":0.00011501316,"about_ca_system_score_gemma":0.0011100249,"threshold_uncertainty_score":0.52862334},"labels":[],"label_agreement":null},{"id":"W2176682592","doi":"10.1186/s13756-015-0090-3","title":"Perspectives of clinical microbiologists on antimicrobial stewardship programmes within NHS trusts in England","year":2015,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia; Vancouver Coastal Health Research Institute","funders":"University of Manchester","keywords":"Medicine; Antimicrobial stewardship; Stewardship (theology); Medical microbiology; Family medicine; New england; Alternative medicine; Microbiology; Antibiotic resistance; Political science; Pathology; Biology; Antibiotics; Law","score_opus":0.023536458384190488,"score_gpt":0.2999241426347922,"score_spread":0.27638768425060173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176682592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945128,0.0015901269,0.00018638223,0.00061411574,0.0012349316,0.000595199,0.00007583364,0.00007564649,0.0011149924],"genre_scores_gemma":[0.99733734,0.000757134,0.0001623985,0.00035400735,0.00014418164,0.00000794621,0.000034701952,0.000025556415,0.0011767327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997081,0.0006399305,0.001048267,0.0006749896,0.000065138214,0.00049070804],"domain_scores_gemma":[0.99852663,0.00030174287,0.0005224749,0.00032021687,0.00025713022,0.00007181223],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013613681,0.0003446154,0.00093444914,0.00024372156,0.00014034445,0.00003719664,0.00017460526,0.00055981893,0.000023113125],"category_scores_gemma":[0.0006875136,0.00028667747,0.0002082722,0.00029064232,0.0008805419,0.00016870833,0.00004749669,0.00058881706,0.000053164393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020719217,0.0039268904,0.5868005,0.00062141917,0.0009851693,0.000099239274,0.006993869,0.0001432021,0.34606573,0.004578927,0.021706667,0.007359117],"study_design_scores_gemma":[0.09569807,0.005879629,0.4161399,0.0037395072,0.0005825497,0.00031375684,0.0030600277,0.000041108044,0.3144181,0.0005948435,0.15650417,0.0030283357],"about_ca_topic_score_codex":0.00041369972,"about_ca_topic_score_gemma":0.002029558,"teacher_disagreement_score":0.17066064,"about_ca_system_score_codex":0.00005993638,"about_ca_system_score_gemma":0.00024158109,"threshold_uncertainty_score":0.9999585},"labels":[],"label_agreement":null},{"id":"W2177034877","doi":"","title":"Drug use evaluation of oral antibiotics prescribed in the ambulatory care settings in the Canadian armed forces.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Sinusitis; Pharyngitis; Community-acquired pneumonia; Ambulatory; Pneumonia; Respiratory tract infections; Cellulitis; Bronchitis; Intensive care medicine; Emergency medicine; Internal medicine; Surgery; Nursing","score_opus":0.029406357964135047,"score_gpt":0.2368682672239959,"score_spread":0.20746190925986085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177034877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932733,0.0022431808,9.404058e-7,0.0004607147,0.00021464302,0.0011220184,0.000016570759,0.000005343998,0.0026632803],"genre_scores_gemma":[0.9991539,0.000025145815,0.000011071078,0.0005244034,0.000005980546,0.000019622232,0.000034195335,0.000006939677,0.00021874803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998183,0.00093999336,0.00023090733,0.00016106165,0.000098679426,0.0003863671],"domain_scores_gemma":[0.9993894,0.00013525256,0.000084552834,0.00028236012,0.00009241328,0.00001602893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021881787,0.0000996516,0.00014565325,0.00011093167,0.00011651395,0.000021549733,0.00025477598,0.00014735674,0.000015122316],"category_scores_gemma":[0.00041758607,0.00006045469,0.000041822746,0.00023883129,0.00016703435,0.0000707647,0.000009788666,0.00025935814,0.000005589422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013853576,0.00038978484,0.8701531,0.00022099652,0.00021601847,0.00003878707,0.079114266,0.00034733606,0.0015386968,0.007251254,0.018827537,0.021763654],"study_design_scores_gemma":[0.0010705751,0.000008734461,0.9734726,0.000027771057,0.00006736037,0.000007721852,0.00827649,0.000008558585,0.004639171,0.00011873968,0.0121944565,0.00010781446],"about_ca_topic_score_codex":0.03378898,"about_ca_topic_score_gemma":0.48047882,"teacher_disagreement_score":0.44668984,"about_ca_system_score_codex":0.0001137224,"about_ca_system_score_gemma":0.00021594069,"threshold_uncertainty_score":0.9726451},"labels":[],"label_agreement":null},{"id":"W2177343717","doi":"10.1093/ofid/ofu052.87","title":"221Antimicrobial Use in Nine Intensive Care Units, Using Ten Different Indicators","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Montreal Children's Hospital; McGill University; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Intensive care; Intensive care unit; Intensive care medicine; Emergency medicine","score_opus":0.013260072831827126,"score_gpt":0.24890363707831223,"score_spread":0.2356435642464851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177343717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99670196,0.0008156153,0.00010558599,0.000082132465,0.0006055637,0.00044891806,0.0001279918,0.00006259207,0.0010496284],"genre_scores_gemma":[0.9979449,0.000055948334,0.0000076097135,0.00094237394,0.000023012815,0.000008035512,0.00027477954,0.000029958648,0.00071340654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866563,0.00020629831,0.00027431233,0.0003723142,0.000032843498,0.0004485847],"domain_scores_gemma":[0.9991828,0.00010610419,0.00014682698,0.0003210537,0.00019125252,0.000051941865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045068165,0.00024408592,0.00041143512,0.00023703185,0.00030978755,0.00010034067,0.00033262811,0.0001865309,0.00025984255],"category_scores_gemma":[0.0003031824,0.0001958615,0.00007925397,0.00032631087,0.0002238789,0.00023365584,0.00041284208,0.0002278887,0.00009314287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016284447,0.00014701804,0.9866072,0.00004111325,0.0001325514,0.000012107393,0.00044451805,0.000048100697,0.0057707503,0.00079192984,0.004362398,0.0014794881],"study_design_scores_gemma":[0.010545121,0.0008506305,0.9106558,0.0012215336,0.0005696814,0.00013593452,0.01180859,0.00005589003,0.029400839,0.00033192307,0.032790624,0.0016334283],"about_ca_topic_score_codex":0.0014952731,"about_ca_topic_score_gemma":0.0017944127,"teacher_disagreement_score":0.075951375,"about_ca_system_score_codex":0.00009937729,"about_ca_system_score_gemma":0.000098084536,"threshold_uncertainty_score":0.7987},"labels":[],"label_agreement":null},{"id":"W2177760960","doi":"10.1016/s0140-6736(15)00470-5","title":"International cooperation to improve access to and sustain effectiveness of antimicrobials","year":2015,"lang":"en","type":"review","venue":"The Lancet","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"National Institutes of Health; Nordisk Ministerråd; Canadian Institutes of Health Research; CERN","keywords":"Business; Collective action; Global health; Politics; Action (physics); Economic growth; Political science; Economics; Health care","score_opus":0.045256056258170065,"score_gpt":0.3643120800523029,"score_spread":0.31905602379413284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177760960","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011638807,0.99471486,0.00026207743,0.00041659147,0.0009394455,0.0012423507,0.0003374624,0.000018825436,0.0009045086],"genre_scores_gemma":[0.002888132,0.99535996,0.000035946403,0.00018873173,0.00020360106,0.000024445584,0.00015252377,0.00001821334,0.0011284389],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989767,0.0003807638,0.00023363774,0.00021879104,0.000024771443,0.00016534113],"domain_scores_gemma":[0.9992412,0.00018575082,0.00012157519,0.00029479733,0.00014044938,0.000016249869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000781563,0.00015644463,0.0010472493,0.00007204802,0.000052237257,0.00003533634,0.00057267456,0.0001690896,0.000029065588],"category_scores_gemma":[0.00014926965,0.00009047249,0.000057744117,0.0001273676,0.0000765538,0.0000423644,0.00028468575,0.000154205,0.00008487273],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085244805,0.00011946487,0.00008506142,0.02024195,0.001341167,0.0000072378766,0.00040909558,0.000009309205,0.020467391,0.00340053,0.08584914,0.8672172],"study_design_scores_gemma":[0.00033430103,0.00006012131,0.00008175922,0.0034790526,0.0001249471,0.0000125074985,0.000009498171,8.4047464e-8,0.001372597,0.00001901208,0.99438614,0.00011996592],"about_ca_topic_score_codex":0.0000388195,"about_ca_topic_score_gemma":0.000011402633,"teacher_disagreement_score":0.90853703,"about_ca_system_score_codex":0.000036204237,"about_ca_system_score_gemma":0.00012290811,"threshold_uncertainty_score":0.3689361},"labels":[],"label_agreement":null},{"id":"W2182927297","doi":"","title":"Inappropriate use of antibiotics for acute respiratory tract infections in a rural emergency department.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Emergency department; Medical prescription; Respiratory tract infections; Antibiotics; Pneumonia; Emergency medicine; Pediatrics; Internal medicine; Respiratory system; Microbiology","score_opus":0.0262181106449346,"score_gpt":0.2600553621000688,"score_spread":0.2338372514551342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182927297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99721396,0.0009042055,0.00019816219,0.00016639501,0.0004606732,0.00077294075,0.000095940835,0.000029591634,0.0001581504],"genre_scores_gemma":[0.9978457,0.00029956666,0.00013897632,0.000058182675,0.000036366146,0.000026558884,0.00003149351,0.000012414498,0.0015507039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990762,0.000059514125,0.0003471915,0.00015021309,0.000021498945,0.00034541145],"domain_scores_gemma":[0.9995828,0.000052882897,0.00012714817,0.00017281454,0.00004487727,0.00001946396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016908016,0.000109543456,0.0002131567,0.000117467214,0.000067468434,0.000004794548,0.00008907589,0.00017098055,0.000033031076],"category_scores_gemma":[0.00007657744,0.0000950248,0.0000968049,0.0001536022,0.00008108798,0.00014266961,0.000025170048,0.00012256144,0.00001796458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000947499,0.0051640486,0.7745537,0.00014516029,0.00134126,0.000009043271,0.0005243715,0.00009519081,0.089128345,0.003849485,0.015378191,0.10886369],"study_design_scores_gemma":[0.0017807873,0.00013368805,0.87373406,0.000018483277,0.00013084298,0.000009732566,0.000044116277,0.0000058517267,0.05489616,0.000073389805,0.06897738,0.00019551557],"about_ca_topic_score_codex":0.000025994152,"about_ca_topic_score_gemma":0.00019687266,"teacher_disagreement_score":0.10866817,"about_ca_system_score_codex":0.000034129305,"about_ca_system_score_gemma":0.00002485518,"threshold_uncertainty_score":0.3874999},"labels":[],"label_agreement":null},{"id":"W2185115227","doi":"10.1093/ofid/ofu052.51","title":"185Predicting Antimicrobial Resistance Prevalence and Incidence from Indicators of Antimicrobial Use","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; McGill University; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Antimicrobial; Incidence (geometry); Antibiotic resistance; Internal medicine; Microbiology; Antibiotics; Biology","score_opus":0.00572252211985453,"score_gpt":0.22726571906176055,"score_spread":0.22154319694190602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185115227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546045,0.0010835964,0.00033090505,0.0001256411,0.00045584512,0.0004003642,0.0004931277,0.00007986197,0.0015701808],"genre_scores_gemma":[0.9979715,0.00040965131,0.00013008482,0.0004093339,0.00003139896,0.000006378508,0.000085139094,0.000025492684,0.0009310443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837726,0.00023726391,0.00041591533,0.0005271932,0.00005534339,0.00038704867],"domain_scores_gemma":[0.99867976,0.00038016646,0.000377861,0.00043084647,0.00007050957,0.000060862676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016515735,0.00023808531,0.00045113103,0.00012325177,0.00043481268,0.00011953105,0.0004855137,0.0001937024,0.00014735998],"category_scores_gemma":[0.00041300734,0.00021954832,0.000089195266,0.00021446064,0.0006358965,0.00052251475,0.000514295,0.0001950546,0.0000472621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027997763,0.00022885714,0.9466449,0.00018249611,0.0001495614,0.0000040956093,0.00014319159,0.000003875888,0.04195717,0.001094771,0.008582788,0.0007283179],"study_design_scores_gemma":[0.003728761,0.00022165048,0.8918958,0.001927006,0.00043357493,0.00002985313,0.00011533756,0.0000068187414,0.09054176,0.0007263542,0.009627097,0.0007460224],"about_ca_topic_score_codex":0.0008893841,"about_ca_topic_score_gemma":0.00053749676,"teacher_disagreement_score":0.054749135,"about_ca_system_score_codex":0.000026041833,"about_ca_system_score_gemma":0.00009268674,"threshold_uncertainty_score":0.8952921},"labels":[],"label_agreement":null},{"id":"W2186348405","doi":"10.1016/j.jval.2015.09.349","title":"Knowledge, Attitude And Practices Towards Medication Use Among Post-Graduate Pharmacy Students","year":2015,"lang":"en","type":"article","venue":"Value in Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Discontinuation; Family medicine; Medicine; Quarter (Canadian coin); Feeling; Alternative medicine; Medical prescription; Promotion (chess); Psychology; Nursing; Psychiatry","score_opus":0.17294461812540407,"score_gpt":0.42724365150014293,"score_spread":0.25429903337473886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186348405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98450446,0.01178083,0.000025390795,0.0024273216,0.0007044833,0.0002944409,0.00000854096,0.00003730744,0.00021723716],"genre_scores_gemma":[0.99501646,0.0033362645,0.0001383027,0.00032932768,0.000042051608,0.0000048590928,0.000031134266,0.0000102921795,0.0010913125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857444,0.00052203774,0.00031003339,0.00024956392,0.000071715476,0.00027222774],"domain_scores_gemma":[0.9991964,0.000154975,0.00032106732,0.00016048193,0.00009028078,0.00007678834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011767936,0.00010894276,0.00020585398,0.00009861786,0.00009649937,0.000024079442,0.00016372584,0.00008289927,0.000014663741],"category_scores_gemma":[0.00046099635,0.00009002415,0.000018448827,0.00011677215,0.00015676349,0.00023047919,0.00008409608,0.0002743242,0.000111698646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003945028,0.0009004595,0.96575886,0.00034586227,0.00015392198,0.000017508712,0.011391786,0.0000223132,0.0013971673,0.00039663486,0.008600341,0.010620653],"study_design_scores_gemma":[0.0027335088,0.00022708932,0.96073806,0.00033651976,0.000027247868,0.000030438276,0.0011471556,0.00009962423,0.0008376328,0.00007784204,0.03356868,0.00017620006],"about_ca_topic_score_codex":0.018862545,"about_ca_topic_score_gemma":0.000766178,"teacher_disagreement_score":0.02496834,"about_ca_system_score_codex":0.000079087295,"about_ca_system_score_gemma":0.0003813275,"threshold_uncertainty_score":0.98767096},"labels":[],"label_agreement":null},{"id":"W2188225948","doi":"10.1136/bmjopen-2015-009133","title":"A protocol for engaging unlicensed private drug shops in Rural Eastern Uganda for Integrated Community Case Management (ICCM) of malaria, pneumonia and diarrhoea in children under 5 years of age","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Grand Challenges Canada","keywords":"Medicine; Malaria; Snowball sampling; Intervention (counseling); Family medicine; Environmental health; Focus group; Qualitative research; Nursing; Immunology; Pathology","score_opus":0.06467831370587268,"score_gpt":0.3602706529748867,"score_spread":0.295592339269014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188225948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88138944,0.000013128588,0.00013764249,0.000070178816,0.00002509947,0.11818901,0.000059347392,0.000005509244,0.00011063055],"genre_scores_gemma":[0.97951907,0.0000010260782,0.0006659136,0.000038900518,0.0000035311093,0.019190373,0.000064475076,0.000013479984,0.0005032515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892825,0.00035363104,0.00037047928,0.0001314237,0.00002347461,0.00019274784],"domain_scores_gemma":[0.99939317,0.00011580835,0.00017279849,0.00026086258,0.000039458824,0.000017907158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012268961,0.00011227372,0.000341587,0.0000971672,0.000053481454,0.000015804131,0.00028439637,0.000090531714,0.000005463252],"category_scores_gemma":[0.000050409893,0.00009725272,0.000033493336,0.00010632768,0.00012252494,0.00007532151,0.00030915887,0.00018994306,0.0000013848762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022330415,0.0031368542,0.8553642,0.0037738418,0.0016259194,0.00030627116,0.032978427,0.00014867219,0.045124207,0.0070423605,0.0016876423,0.026481166],"study_design_scores_gemma":[0.062718876,0.0009455508,0.8736444,0.0041073617,0.00015207235,0.00029798655,0.034432158,0.00029988858,0.018604333,0.0021261107,0.0018514551,0.0008197711],"about_ca_topic_score_codex":0.0035855921,"about_ca_topic_score_gemma":0.002996525,"teacher_disagreement_score":0.09899863,"about_ca_system_score_codex":0.000028379513,"about_ca_system_score_gemma":0.000051266365,"threshold_uncertainty_score":0.54203665},"labels":[],"label_agreement":null},{"id":"W2189198699","doi":"10.18553/jmcp.2003.9.4.353","title":"The Economic Impact of Acute Exacerbations of Chronic Bronchitis in the United States and Canada: A Literature Review","year":2003,"lang":"en","type":"review","venue":"Journal of Managed Care Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"GlaxoSmithKline","keywords":"Chronic bronchitis; Medicine; Bronchitis; Intensive care medicine; Public health; MEDLINE; Health care; Health economics; Pharmacoeconomics; Internal medicine; Nursing","score_opus":0.01324600114464602,"score_gpt":0.32041036808875645,"score_spread":0.3071643669441104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189198699","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012221275,0.99762565,0.0000013446287,0.00013484043,0.00024394787,0.0003732131,0.00031291097,0.0000010287287,0.000084924744],"genre_scores_gemma":[0.0015748902,0.9980071,0.000002445745,0.000080208556,0.000029385337,0.0000025049137,0.00013058033,0.000012743902,0.00016012127],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979587,0.00085945043,0.0008466427,0.000104452374,0.000048427566,0.00018233524],"domain_scores_gemma":[0.9980646,0.00038284896,0.0011981399,0.00021742606,0.0001187883,0.000018216419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048480878,0.00021568539,0.001017608,0.00014868694,0.00009758091,0.000015069696,0.00044137787,0.000078744444,0.0000438539],"category_scores_gemma":[0.000020541569,0.00010141398,0.00038358042,0.00023503765,0.0001307484,0.000050841434,0.000032853237,0.0007794997,9.3360836e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015525876,0.000091323825,0.00014282785,0.10568856,0.013920608,0.00043605233,0.0016674612,0.00008619754,0.00003198096,0.00030717527,0.2056342,0.67183834],"study_design_scores_gemma":[0.00060042605,0.00008918136,0.000045191755,0.03177663,0.002010675,0.0006434989,0.00015633921,6.1521826e-7,0.000006630143,0.0000049330997,0.9645644,0.00010152662],"about_ca_topic_score_codex":0.018638968,"about_ca_topic_score_gemma":0.026258074,"teacher_disagreement_score":0.75893015,"about_ca_system_score_codex":0.0004997348,"about_ca_system_score_gemma":0.0019305412,"threshold_uncertainty_score":0.99151015},"labels":[],"label_agreement":null},{"id":"W2198379289","doi":"10.4212/cjhp.v68i6.1498","title":"Antibiotic Stewardship: An Important Pharmacy Role?","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pharmacy; Antibiotic Stewardship; Stewardship (theology); Antibiotics; Antimicrobial stewardship; Medicine; Clinical pharmacy; Business; Family medicine; Political science; Microbiology; Antibiotic resistance; Biology","score_opus":0.02392753043750129,"score_gpt":0.2750442223686434,"score_spread":0.2511166919311421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198379289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738565,0.016965715,0.000008750519,0.003299578,0.0034561243,0.00017311616,0.00003494476,0.000016088497,0.0021891773],"genre_scores_gemma":[0.9980287,0.00016082148,0.00003167763,0.00052822777,0.00032089744,3.01364e-7,0.000010788393,0.000026736285,0.0008918439],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984693,0.0002128277,0.0005186919,0.00016042725,0.00009630129,0.0005424497],"domain_scores_gemma":[0.99857825,0.000036421825,0.00038507706,0.00025769227,0.00026924603,0.00047332377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008104363,0.00020608885,0.0003027919,0.00014774606,0.0003405246,0.000075133015,0.0007524906,0.000062952364,0.0003308147],"category_scores_gemma":[0.0000925218,0.00013421355,0.00014826692,0.0001374685,0.00042090245,0.00035275912,0.000024992027,0.0006200301,0.00019977291],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015861891,0.0011551246,0.6244403,0.0000889927,0.0031965075,0.0041422443,0.027897924,0.00015524554,0.07662874,0.0039337636,0.22839536,0.028379565],"study_design_scores_gemma":[0.013399227,0.0026509643,0.024784619,0.0002556714,0.00086303224,0.003046861,0.008244638,0.000070941394,0.14161026,0.0027522803,0.801042,0.001279457],"about_ca_topic_score_codex":0.014910275,"about_ca_topic_score_gemma":0.01660444,"teacher_disagreement_score":0.59965575,"about_ca_system_score_codex":0.00013623452,"about_ca_system_score_gemma":0.0022038722,"threshold_uncertainty_score":0.9916495},"labels":[],"label_agreement":null},{"id":"W2200197359","doi":"10.1186/s12879-015-1296-y","title":"Management and outcomes in patients with Staphylococcus aureus bacteremia after implementation of mandatory infectious diseases consult: a before/after study","year":2015,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; Juravinski Cancer Centre; Juravinski Hospital; University of British Columbia; McMaster University","funders":"Hamilton Health Sciences Foundation; Sunovion; Hamilton Health Sciences","keywords":"Medicine; Bacteremia; Odds ratio; Internal medicine; Medical microbiology; Confidence interval; Staphylococcus aureus; Tropical medicine; Immunology; Antibiotics; Pathology","score_opus":0.0039891991309137665,"score_gpt":0.23188854799344252,"score_spread":0.22789934886252874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2200197359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971887,0.0009197126,0.000031489086,0.000003774703,0.00019893292,0.0012010762,0.0003333238,0.00006551654,0.00005749551],"genre_scores_gemma":[0.9995208,0.000013162739,0.00000762979,0.00005213211,0.000011117684,0.00015751869,0.00009268652,0.000021280284,0.0001236819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987545,0.00017408271,0.00034277965,0.000349831,0.00009689236,0.000281888],"domain_scores_gemma":[0.99933106,0.0000479545,0.00015763266,0.00027606287,0.00011513204,0.00007214511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006494298,0.0002509042,0.00036940645,0.00022199495,0.00006688316,0.000023461444,0.00007249213,0.00007065847,0.00011470254],"category_scores_gemma":[0.000021598053,0.0001862373,0.000060449398,0.00014645234,0.00019243985,0.00015760853,0.00010580772,0.000087540844,0.000021177459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010410681,0.0019629323,0.99469477,0.00014938468,0.00040293293,0.000023274832,0.00066303357,0.0000033112822,0.0000030002627,0.000021211337,0.00007426194,0.0009608429],"study_design_scores_gemma":[0.010853527,0.0010947122,0.9859973,0.000060392536,0.0003810713,9.254715e-7,0.0012145631,1.4966795e-7,0.000017049486,0.00007376013,0.0000892794,0.00021722948],"about_ca_topic_score_codex":0.00021180461,"about_ca_topic_score_gemma":0.0030346997,"teacher_disagreement_score":0.009812458,"about_ca_system_score_codex":0.000085871136,"about_ca_system_score_gemma":0.00008149722,"threshold_uncertainty_score":0.75945365},"labels":[],"label_agreement":null},{"id":"W2202488066","doi":"10.1093/ofid/ofu052.64","title":"198Evaluation of Antibiotic Use in the Neonatal Intensive Care Unit (NICU): from an Antimicrobial Stewardship (AMS) perspective","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Antimicrobial stewardship; Neonatal intensive care unit; Perspective (graphical); Intensive care medicine; Antibiotics; Antimicrobial; Intensive care unit; Pediatrics; Antibiotic resistance; Microbiology","score_opus":0.01935060827489099,"score_gpt":0.29318361033361956,"score_spread":0.27383300205872857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202488066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99552643,0.0010375598,0.00012904144,0.00028583087,0.00038379448,0.00069107837,0.0003998169,0.000033003565,0.0015134404],"genre_scores_gemma":[0.9980223,0.00003568678,0.000012841613,0.0011777957,0.00002935171,0.000004992577,0.0006003426,0.000020195841,0.000096455195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824095,0.00071439,0.00027671238,0.00039971914,0.00006740129,0.00030085014],"domain_scores_gemma":[0.99844956,0.0003020142,0.00019392885,0.0004827214,0.0005432072,0.000028548297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016511873,0.00020736732,0.00035822843,0.00010855122,0.00025945576,0.00010123124,0.0005285191,0.00016473395,0.000108652486],"category_scores_gemma":[0.00044824835,0.00015219711,0.00011025657,0.00021370708,0.0003326745,0.00043601505,0.00018796725,0.00021842895,0.00007756375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086067425,0.00055746717,0.95696735,0.00005555723,0.0003171667,0.000016824812,0.012580944,0.000092678216,0.010867565,0.012464959,0.0029674193,0.0022514076],"study_design_scores_gemma":[0.0053088744,0.0012169927,0.85461205,0.00043811393,0.0004631548,0.000040627125,0.115980856,0.000055972017,0.017225413,0.002529574,0.001556701,0.00057168695],"about_ca_topic_score_codex":0.009281994,"about_ca_topic_score_gemma":0.0070970184,"teacher_disagreement_score":0.10339992,"about_ca_system_score_codex":0.000066267654,"about_ca_system_score_gemma":0.0001366391,"threshold_uncertainty_score":0.9973153},"labels":[],"label_agreement":null},{"id":"W2206873298","doi":"10.1016/s1473-3099(15)00410-7","title":"Antimicrobial resistance: opportunity for Europe to establish global leadership","year":2015,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antimicrobial; Medicine; Microbiology; Biology; Antibiotics; Ecology","score_opus":0.07146306942173697,"score_gpt":0.28402927789586674,"score_spread":0.21256620847412977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206873298","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052587027,0.015709793,0.00051749096,0.9132772,0.0085104825,0.0029778113,0.016348168,0.0013661352,0.036034204],"genre_scores_gemma":[0.024172226,0.00033901999,0.000029216102,0.9196887,0.007352215,0.000086005195,0.0030724702,0.00011482048,0.045145325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972623,0.0005220219,0.0003788854,0.0006427297,0.00011014239,0.0010839184],"domain_scores_gemma":[0.99787873,0.00031221734,0.00027904572,0.0010169846,0.00041337323,0.000099627425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035790252,0.0005111888,0.0009119881,0.00007773245,0.0004924345,0.00012781484,0.00092254695,0.0007295549,0.00016294545],"category_scores_gemma":[0.0008716717,0.00036655637,0.00026863127,0.00037000948,0.0004689025,0.0000857569,0.00017911659,0.0010112709,0.00061249145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004420796,0.00009737205,0.0012497541,0.00059446716,0.00034437675,0.00007416413,0.00007351401,0.0000037974437,0.000094592004,0.0002104728,0.9965201,0.0002953093],"study_design_scores_gemma":[0.00128253,0.00011615382,0.0007086792,0.00031498238,0.00036781296,0.00004751597,0.000054771626,1.1315967e-7,0.000079070596,0.00076657295,0.99575055,0.0005112622],"about_ca_topic_score_codex":0.00009321785,"about_ca_topic_score_gemma":0.00029471447,"teacher_disagreement_score":0.018913522,"about_ca_system_score_codex":0.00017198753,"about_ca_system_score_gemma":0.0006860289,"threshold_uncertainty_score":0.99987864},"labels":[],"label_agreement":null},{"id":"W2208245766","doi":"10.1016/s1473-3099(15)00350-3","title":"Public funding for research on antibacterial resistance in the JPIAMR countries, the European Commission, and related European Union agencies: a systematic observational analysis","year":2015,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; European union; Antibiotic resistance; Public health; Business; Commission; Medicine; Political science; Finance; Economic policy; Nursing","score_opus":0.1845414398494412,"score_gpt":0.33840384687986885,"score_spread":0.15386240703042764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208245766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9515793,0.0075722863,0.00018314715,0.0071908473,0.0004949384,0.0013258879,0.00013456338,0.00013000488,0.03138905],"genre_scores_gemma":[0.99771285,0.00022106263,0.0000027669003,0.00035425046,0.0001500866,0.000021181899,0.00012323208,0.000016017353,0.0013985307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907297,0.008189313,0.00033319386,0.00023675314,0.00014121893,0.00036983256],"domain_scores_gemma":[0.99719507,0.0018266144,0.00017652435,0.00056311325,0.00020624111,0.00003245228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0088308705,0.00014136438,0.00032175847,0.00013531034,0.0009921769,0.00017727049,0.0005308782,0.00005012853,0.000015565509],"category_scores_gemma":[0.0013301729,0.00006520572,0.000081425664,0.0008039904,0.0004641276,0.00008339681,0.00009587979,0.00029658966,0.00005275896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002358376,0.0013872068,0.39302233,0.0068678437,0.006059632,0.00013518908,0.038361046,0.00031542772,0.0030458677,0.29689944,0.25115928,0.00038836073],"study_design_scores_gemma":[0.0035978795,0.00031806793,0.91994166,0.0017839533,0.0009461198,0.00003295216,0.008347105,0.000055465076,0.000032379565,0.0057126805,0.05885937,0.0003723863],"about_ca_topic_score_codex":0.000042637577,"about_ca_topic_score_gemma":0.0002515716,"teacher_disagreement_score":0.5269193,"about_ca_system_score_codex":0.00007822031,"about_ca_system_score_gemma":0.00009340615,"threshold_uncertainty_score":0.7631123},"labels":[],"label_agreement":null},{"id":"W2208279242","doi":"10.1039/c5md90063h","title":"Antibiotic Resistance themed issue","year":2015,"lang":"en","type":"article","venue":"MedChemComm","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Antibiotic resistance; Antibiotics; Resistance (ecology); Biology; Medicine; Microbiology; Ecology","score_opus":0.02173808905274319,"score_gpt":0.24832545463551592,"score_spread":0.22658736558277273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208279242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.547938,0.041823313,0.00065117463,0.007854316,0.0041425806,0.0005232079,0.000033500666,0.00057552947,0.39645836],"genre_scores_gemma":[0.8889479,0.00007192147,0.00038180768,0.00045172268,0.00008105337,0.0000014162428,0.000032165357,0.000018956645,0.11001306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989952,0.0001062062,0.00021479404,0.00026412072,0.000054761567,0.00036492985],"domain_scores_gemma":[0.9992752,0.00006444072,0.00007940278,0.00045162797,0.00007700923,0.00005228876],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028552205,0.0001625705,0.00025920142,0.000048745213,0.0001134297,0.000013347185,0.00029970496,0.00019560505,0.00041656173],"category_scores_gemma":[0.0001025228,0.0001283674,0.00006382824,0.00015843948,0.00023997834,0.00006263544,0.00007500832,0.00022297651,0.0040962882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003441446,0.00036168974,0.0074970433,0.000107960266,0.00023830062,0.00006054291,0.0019746008,0.0000016157062,0.16141509,0.005494387,0.8189702,0.003534411],"study_design_scores_gemma":[0.0010309556,0.00004347537,0.0014167187,0.000071927265,0.00002676503,0.00001822971,0.0006160242,8.4042415e-7,0.290818,0.00039978087,0.70535415,0.00020312428],"about_ca_topic_score_codex":0.00004051835,"about_ca_topic_score_gemma":0.000078191886,"teacher_disagreement_score":0.34100989,"about_ca_system_score_codex":0.000037955877,"about_ca_system_score_gemma":0.00006867931,"threshold_uncertainty_score":0.9966791},"labels":[],"label_agreement":null},{"id":"W2210158737","doi":"10.1093/ofid/ofu052.26","title":"160A Simulation Study to Assess Indicators of Antimicrobial Use as Predictors of Resistance","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; McGill University; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Antimicrobial; Antibiotic resistance; Gerontology; Microbiology; Antibiotics; Biology","score_opus":0.011853837632561351,"score_gpt":0.2826877021409591,"score_spread":0.27083386450839775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210158737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99552745,0.00008044668,0.00038696572,0.00003591549,0.00042319915,0.00092348893,0.00012526817,0.00004313942,0.002454151],"genre_scores_gemma":[0.9983791,0.00000930383,0.000016975204,0.0001343722,0.000014992894,0.00000906965,0.00004656778,0.000021201247,0.0013684233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866265,0.00026736245,0.0004237152,0.00032257105,0.00006889024,0.00025483238],"domain_scores_gemma":[0.99879616,0.00028246452,0.00032322726,0.0004268533,0.00012069099,0.000050613122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017602363,0.00017199403,0.0004329307,0.00019915838,0.00018616395,0.00003765006,0.00038223455,0.000099230194,0.00013923878],"category_scores_gemma":[0.00043071527,0.00015124623,0.000093955234,0.00035181266,0.00016850038,0.00024355458,0.00026413574,0.00009301624,0.00006044451],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005299487,0.0019650778,0.9851358,0.000060673803,0.00029598988,0.0000016207017,0.00032686547,0.00045780028,0.0066291178,0.0008397472,0.0035236229,0.00023372096],"study_design_scores_gemma":[0.002959676,0.0013414066,0.95091456,0.00028213536,0.0003433909,0.0000022335628,0.0007949242,0.0000048699326,0.034336034,0.00017703074,0.008460289,0.00038342827],"about_ca_topic_score_codex":0.0003887592,"about_ca_topic_score_gemma":0.0005325537,"teacher_disagreement_score":0.034221232,"about_ca_system_score_codex":0.00002761334,"about_ca_system_score_gemma":0.00009354184,"threshold_uncertainty_score":0.61676425},"labels":[],"label_agreement":null},{"id":"W2214319587","doi":"10.1155/2004/680349","title":"Antimicrobial Resistance – Judicious Use Is the Key","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Antimicrobial; Key (lock); Antibiotic resistance; Resistance (ecology); Intensive care medicine; Microbiology; Medicine; Computer science; Biology; Antibiotics; Computer security; Ecology","score_opus":0.0050989983632243295,"score_gpt":0.20239254373724852,"score_spread":0.1972935453740242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214319587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636482,0.02395952,0.00022886496,0.009697997,0.0018816071,0.00013994498,0.00019330463,0.000015426938,0.00023510924],"genre_scores_gemma":[0.9908498,0.0014971079,0.000017013821,0.006995288,0.00014713482,8.675518e-7,0.000015416346,0.000014652398,0.00046270047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986994,0.00014272162,0.000428949,0.00020640306,0.000032338954,0.0004901546],"domain_scores_gemma":[0.9989073,0.00017259904,0.00022605668,0.00018611584,0.00016639201,0.00034152344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020611052,0.0001871032,0.000373821,0.00015162339,0.00046629712,0.00003979425,0.00028876783,0.00034484177,0.00045000907],"category_scores_gemma":[0.00047864355,0.00011918875,0.00017157607,0.00014007615,0.0015253924,0.000084043524,0.000030976178,0.00051216653,0.00005751612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010549052,0.00094013405,0.24981636,0.00046900273,0.0038033093,0.0051329737,0.0071224016,0.000044710287,0.11792644,0.024113433,0.5787604,0.010815937],"study_design_scores_gemma":[0.0077564823,0.00063600374,0.04962877,0.0012195103,0.00054971146,0.015033228,0.00041718592,2.70866e-7,0.004825696,0.0024668742,0.9167887,0.00067757507],"about_ca_topic_score_codex":0.0039591305,"about_ca_topic_score_gemma":0.026153931,"teacher_disagreement_score":0.33802828,"about_ca_system_score_codex":0.000103422135,"about_ca_system_score_gemma":0.0017095422,"threshold_uncertainty_score":0.99161625},"labels":[],"label_agreement":null},{"id":"W2216023632","doi":"10.1371/journal.pone.0145761","title":"A Simulation Study to Assess Indicators of Antimicrobial Use as Predictors of Resistance: Does It Matter Which Indicator Is Used?","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Children's Hospital; Institut National de Santé Publique du Québec; McGill University","funders":"","keywords":"Context (archaeology); Intensive care; Statistics; Medicine; Emergency medicine; Negative binomial distribution; Statistical power; Computer science; Environmental science; Intensive care medicine; Mathematics; Biology","score_opus":0.04156545370550858,"score_gpt":0.27481148721325627,"score_spread":0.2332460335077477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216023632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982822,0.00007319694,0.00005103006,0.0003511451,0.00016854581,0.00067672774,0.00015119245,0.000027349568,0.00021860554],"genre_scores_gemma":[0.9962089,0.000009756564,0.00022909719,0.0002400826,0.000030973035,0.0000054548195,0.000031306234,0.000024880643,0.003219552],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984789,0.0002040548,0.0005383624,0.00034533977,0.00017644926,0.00025691467],"domain_scores_gemma":[0.9986828,0.00020166097,0.00035678773,0.00045763972,0.00024054742,0.00006055756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029474302,0.00018002566,0.0005199416,0.00030269072,0.00006423777,0.000013552938,0.0002853857,0.0002113178,0.0003753756],"category_scores_gemma":[0.00028730722,0.00013871356,0.000052276042,0.0004285673,0.0001502093,0.00014200843,0.000119127086,0.00019349407,0.00032175123],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005722916,0.00464682,0.86782444,0.00016527198,0.0010172646,0.0000028076663,0.009713094,0.000022282391,0.11141364,0.0000110247975,0.00460846,0.0000025872143],"study_design_scores_gemma":[0.0024281833,0.0006300546,0.2632481,0.000631003,0.0006055177,6.2193044e-7,0.0034993705,0.0000024863202,0.72796714,0.000016499565,0.00063028355,0.00034075644],"about_ca_topic_score_codex":0.000089205,"about_ca_topic_score_gemma":0.00019499422,"teacher_disagreement_score":0.6165535,"about_ca_system_score_codex":0.00003709672,"about_ca_system_score_gemma":0.00014897688,"threshold_uncertainty_score":0.56565744},"labels":[],"label_agreement":null},{"id":"W2216280508","doi":"10.1155/2014/537948","title":"Longitudinal surveillance of outpatient β‐lactam antimicrobial use in Canada, 1995 to 2010","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Université de Montréal; Hôpital Maisonneuve-Rosemont; BC Centre for Disease Control; University of British Columbia; Public Health Agency of Canada","funders":"Health Canada","keywords":"Antimicrobial; Penicillin; Cephalosporin; Medicine; Medical prescription; Antibiotic resistance; Population; Defined daily dose; Environmental health; Antibiotics; Microbiology; Biology; Pharmacology","score_opus":0.0049963805371485825,"score_gpt":0.19059727236537094,"score_spread":0.18560089182822237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216280508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954294,0.0016469966,0.00013181975,0.00064977905,0.001819665,0.00009842148,0.0001836553,0.0000028387383,0.00003745533],"genre_scores_gemma":[0.99877214,0.0001472941,0.000011574058,0.0009096676,0.00005856482,6.283206e-7,0.000021495125,0.000009559691,0.00006904793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856204,0.00022561334,0.0005477814,0.00019280471,0.00003293638,0.0004388114],"domain_scores_gemma":[0.99881184,0.0002574193,0.00022504461,0.00013282345,0.00015237693,0.0004205039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002474391,0.00015707234,0.00053215004,0.00024565402,0.00008028826,0.000008485368,0.00018821753,0.00021024089,0.00025579578],"category_scores_gemma":[0.0008288341,0.00012736126,0.00007899217,0.0001382731,0.00035324198,0.000042098174,0.00003065788,0.00033899717,0.000007543107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010438944,0.0000659824,0.975434,0.000045996454,0.00009036006,0.00009397984,0.00007372921,0.000020172474,0.007926876,0.00009275622,0.014185672,0.0018660667],"study_design_scores_gemma":[0.0019381973,0.0006013043,0.96337533,0.00033799998,0.000042911055,0.00097505277,0.00007386496,0.0000026803957,0.0010910517,0.0000190447,0.031301145,0.00024141466],"about_ca_topic_score_codex":0.8098131,"about_ca_topic_score_gemma":0.9890024,"teacher_disagreement_score":0.17918934,"about_ca_system_score_codex":0.0002188407,"about_ca_system_score_gemma":0.0031907263,"threshold_uncertainty_score":0.56602114},"labels":[],"label_agreement":null},{"id":"W2222694372","doi":"10.1503/cmaj.151103","title":"Changing the antibiotic prescribing behaviour of clinicians in primary care","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research; University of Oxford; National Institute for Health Research Health Protection Research Unit","keywords":"Primary care; Antibiotic resistance; Primary health care; Resistance (ecology); Medicine; Family medicine; Antibiotics; Environmental health; Microbiology; Biology","score_opus":0.011516986944548542,"score_gpt":0.22858133481336737,"score_spread":0.21706434786881884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222694372","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08870895,0.022903942,0.000019914527,0.86579686,0.010465471,0.00060789613,0.00046197817,0.000030401781,0.011004552],"genre_scores_gemma":[0.34429577,0.0006990188,0.000020090974,0.6412521,0.004909264,0.000002194611,0.00062099297,0.00006962214,0.008130937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974244,0.00058381166,0.0006799881,0.00019275237,0.0003807381,0.0007382894],"domain_scores_gemma":[0.998501,0.0002506039,0.0005829108,0.0001769673,0.00037020422,0.00011831642],"candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018313893,0.0001827755,0.0004891039,0.0003669401,0.00022836296,0.000027627766,0.0005267631,0.0023410863,0.0004060707],"category_scores_gemma":[0.00060402317,0.00013389382,0.00016721095,0.00023179162,0.0001351638,0.000046919395,0.000039339542,0.005079482,0.00009541582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053394847,0.000012282312,0.034557797,0.00008123967,0.0001530911,0.00075793476,0.0018326695,7.9369875e-7,0.000013259357,0.000004476126,0.95900804,0.0035731026],"study_design_scores_gemma":[0.0010111396,0.000062903826,0.0125113875,0.001477445,0.00013444266,0.0003059588,0.004641132,0.000001138892,0.000051571635,0.000015387295,0.9795333,0.0002541866],"about_ca_topic_score_codex":0.0022966112,"about_ca_topic_score_gemma":0.01776666,"teacher_disagreement_score":0.25558683,"about_ca_system_score_codex":0.0012696295,"about_ca_system_score_gemma":0.004915102,"threshold_uncertainty_score":0.99895406},"labels":[],"label_agreement":null},{"id":"W2224332850","doi":"10.1155/2015/707348","title":"When It Comes to Stewardship, It’S Time to Get with the Programmers","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Royal Inland Hospital","funders":"","keywords":"Stewardship (theology); Computer science; Data science; World Wide Web; Political science","score_opus":0.006631097321223879,"score_gpt":0.2162179229930536,"score_spread":0.2095868256718297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224332850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86244637,0.0070795547,0.00039785137,0.12696867,0.0010836348,0.0005138929,0.00015516276,0.000022553104,0.0013323404],"genre_scores_gemma":[0.97907317,0.000041588282,0.000032431628,0.018440919,0.0001300913,0.0000043369964,0.000018857074,0.0000151854,0.0022434306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988574,0.00019105957,0.00026432954,0.00017655158,0.000040632352,0.0004700343],"domain_scores_gemma":[0.9983757,0.00012343725,0.000107568296,0.00014018251,0.00021161287,0.0010414709],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034400963,0.0001622273,0.00035359856,0.00016243833,0.00018263714,0.00002863651,0.00027865017,0.00019291668,0.0009508836],"category_scores_gemma":[0.00039326007,0.00009062424,0.00007245623,0.00012922952,0.0005950208,0.000034604986,0.000038298516,0.00029836263,0.00029932024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032400963,0.00009356967,0.019408455,0.000024455185,0.00053289713,0.00029265296,0.0020025768,0.000011031491,0.001696538,0.00012430543,0.9619578,0.013531704],"study_design_scores_gemma":[0.0013411312,0.001717085,0.0020001328,0.0001670185,0.00012926973,0.0023665153,0.00119138,3.70264e-7,0.00010400792,0.0000457788,0.9907565,0.0001807758],"about_ca_topic_score_codex":0.0018336324,"about_ca_topic_score_gemma":0.019242628,"teacher_disagreement_score":0.116626814,"about_ca_system_score_codex":0.00009195145,"about_ca_system_score_gemma":0.0017528427,"threshold_uncertainty_score":0.9999624},"labels":[],"label_agreement":null},{"id":"W2225419500","doi":"10.1155/2015/835209","title":"Antimicrobial Use Over a Four‐Year Period Using Days of Therapy Measurement at a Canadian Pediatric Acute Care Hospital","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital; Regional Municipality of Waterloo; University of Waterloo; Calgary Laboratory Services; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Antimicrobial; Acute care; Intensive care medicine; Metric (unit); Emergency medicine; Pediatrics; Health care","score_opus":0.01378706440847201,"score_gpt":0.21686572729188808,"score_spread":0.20307866288341606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2225419500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768455,0.020439459,0.00002643777,0.00025283743,0.0017691636,0.00017952337,0.00044262834,0.0000066351113,0.000037797807],"genre_scores_gemma":[0.9982483,0.0010968787,0.000021578264,0.00036387084,0.00017958837,7.7153123e-7,0.00003652185,0.000020636251,0.000031856653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984821,0.00018659342,0.00046682174,0.00022669234,0.00006682598,0.00057098566],"domain_scores_gemma":[0.99796367,0.000037449106,0.00029397398,0.00015616104,0.0005641649,0.0009845853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022366695,0.0002251072,0.0005150878,0.00039060012,0.00024905909,0.000023719615,0.00021018069,0.00042101758,0.00032698794],"category_scores_gemma":[0.00032462605,0.00017962985,0.00019107143,0.00015238159,0.0005883154,0.00008895845,0.000035851484,0.00031678216,0.000010968436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002770281,0.0001394714,0.95337397,0.00008783035,0.0010305016,0.0012887339,0.0024741506,0.000009084774,0.019741882,0.000067988585,0.0204938,0.001015537],"study_design_scores_gemma":[0.050632447,0.009111406,0.60609514,0.0017536508,0.0044653467,0.040184967,0.0059772385,0.000011966795,0.0069195097,0.00015936393,0.27114984,0.0035391506],"about_ca_topic_score_codex":0.08498262,"about_ca_topic_score_gemma":0.20684858,"teacher_disagreement_score":0.34727886,"about_ca_system_score_codex":0.00059233943,"about_ca_system_score_gemma":0.006838559,"threshold_uncertainty_score":0.99879175},"labels":[],"label_agreement":null},{"id":"W2241503537","doi":"","title":"Canadian Antimicrobial Benchmarking Initiative (CABI): Pilot Project of Systemic Antimicrobial Use in Nine Canadian Hospitals.","year":2010,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Antimicrobial; Medicine; Library science; Business; Microbiology; Computer science; Biology","score_opus":0.010069952356288419,"score_gpt":0.18682975257926343,"score_spread":0.17675980022297502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241503537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98534495,0.00010022219,0.000048529302,0.00017407865,0.0008493059,0.00044461322,0.00076325546,0.000022022847,0.012253041],"genre_scores_gemma":[0.9979596,0.00004190094,0.0000977373,0.00006073043,0.000062104446,4.0000995e-7,0.00027883818,0.000012627757,0.0014860384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985458,0.000110171786,0.00040432313,0.0003698001,0.000094535964,0.00047535752],"domain_scores_gemma":[0.9989182,0.00013976116,0.00026172947,0.00030953583,0.00027286613,0.00009790889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015702574,0.00025249092,0.00042303785,0.00048027525,0.00057064317,0.000043319993,0.0004416534,0.0003149502,0.00005225145],"category_scores_gemma":[0.00007403582,0.00022474193,0.00015081173,0.0003031041,0.0011797516,0.0004669847,0.00007587193,0.0005419016,0.00003719601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007959179,0.00030896722,0.86531764,0.00021229581,0.0005167334,0.0007602412,0.0023099808,0.00027604133,0.11391008,0.004095594,0.01099342,0.0005030719],"study_design_scores_gemma":[0.005231309,0.0006680373,0.9419522,0.0022501291,0.00022322283,0.0019064621,0.0014053968,0.00005603338,0.018629951,0.00006364933,0.026383776,0.0012298018],"about_ca_topic_score_codex":0.7011603,"about_ca_topic_score_gemma":0.7867458,"teacher_disagreement_score":0.095280126,"about_ca_system_score_codex":0.00027834097,"about_ca_system_score_gemma":0.0028273566,"threshold_uncertainty_score":0.916471},"labels":[],"label_agreement":null},{"id":"W2248330776","doi":"10.1155/2001/250697","title":"Beliefs and Behaviours of Parents Regarding Antibiotic Use by Children","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Medical prescription; Acute Pharyngitis; Antibiotics; Population; Pharyngitis; Pediatrics; Ambulatory; Bronchitis; Family medicine; Overcrowding; Sinusitis; Adverse effect; Internal medicine; Nursing; Environmental health","score_opus":0.004270766135567928,"score_gpt":0.20433174503944854,"score_spread":0.2000609789038806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2248330776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96505994,0.033917423,0.000048902133,0.00021497901,0.00042786062,0.00007785742,0.00021479138,0.000005845471,0.00003239727],"genre_scores_gemma":[0.9948023,0.004665434,0.0000057759426,0.0003043334,0.00004698706,1.8541864e-7,0.000057365178,0.000010303472,0.00010730807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897724,0.00012356862,0.00037148286,0.00016727217,0.000023922663,0.00033648292],"domain_scores_gemma":[0.99912727,0.00010136501,0.00022032084,0.000094793104,0.00009353494,0.00036273798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014054064,0.00014389744,0.0003988549,0.00017157503,0.00015720594,0.000014715972,0.00012228433,0.00029285252,0.00016798731],"category_scores_gemma":[0.00029208435,0.000112082766,0.00008632147,0.00008452297,0.00088563474,0.00007213497,0.000026253112,0.00027010444,0.0000031452082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039573806,0.00007694213,0.9799476,0.00002027841,0.0002269083,0.00011491867,0.00006504101,3.041515e-7,0.00893356,0.00008962818,0.0056927768,0.0047924155],"study_design_scores_gemma":[0.0038761427,0.0009596006,0.9638586,0.0006834429,0.00044288475,0.015285125,0.00015843207,9.347244e-7,0.001962767,0.0000604836,0.012364347,0.00034722753],"about_ca_topic_score_codex":0.006395419,"about_ca_topic_score_gemma":0.004340463,"teacher_disagreement_score":0.029742366,"about_ca_system_score_codex":0.000032786873,"about_ca_system_score_gemma":0.0003582081,"threshold_uncertainty_score":0.96680033},"labels":[],"label_agreement":null},{"id":"W2255484985","doi":"10.1155/2014/904053","title":"Provincial and Temporal Variation in Macrolide and Lincosamide Antimicrobial Use by Outpatients in Canada, 1995 to 2010","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Université de Montréal; Hôpital Maisonneuve-Rosemont; BC Centre for Disease Control; University of British Columbia; Public Health Agency of Canada","funders":"","keywords":"Variation (astronomy); Antimicrobial; Medicine; Biology; Microbiology","score_opus":0.0026641892920327716,"score_gpt":0.1791697271173478,"score_spread":0.17650553782531503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255484985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964408,0.0014051041,0.00005777495,0.0009375807,0.00075792364,0.0001402157,0.00024953508,0.0000024547594,0.0000085883485],"genre_scores_gemma":[0.9979808,0.00019380682,0.000013632371,0.0016768514,0.000049398877,0.0000010965636,0.00003722459,0.000008400709,0.00003881812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988099,0.00019253479,0.00040916773,0.0002040154,0.00002279864,0.00036160604],"domain_scores_gemma":[0.9992375,0.00014690636,0.00013254608,0.00006405449,0.00004965145,0.0003693703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020583023,0.00014169056,0.00036229292,0.00022387135,0.00008996168,0.000018636494,0.00008341648,0.00022075477,0.000036995938],"category_scores_gemma":[0.0005745781,0.00012055549,0.000023629264,0.00008655342,0.0002363572,0.00006649091,0.000031112082,0.00031315844,0.0000013347243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108632914,0.00004235145,0.9789398,0.00003304266,0.000034134875,0.0000789206,0.00016500016,0.0000021075493,0.009968921,0.000038673305,0.007633647,0.0029548237],"study_design_scores_gemma":[0.0031378523,0.0003860245,0.9745727,0.00026499495,0.00003901592,0.00070724747,0.000056548673,0.000008081689,0.0002440799,0.00005276616,0.020297617,0.00023307095],"about_ca_topic_score_codex":0.87214226,"about_ca_topic_score_gemma":0.9881951,"teacher_disagreement_score":0.11605285,"about_ca_system_score_codex":0.00020766833,"about_ca_system_score_gemma":0.0018401695,"threshold_uncertainty_score":0.491611},"labels":[],"label_agreement":null},{"id":"W2256867183","doi":"10.1155/2014/359523","title":"Antimicrobial Stewardship in Daily Practice: Managing an Important Resource","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Antimicrobial stewardship; Intensive care medicine; Pyuria; Antimicrobial; Stewardship (theology); Pneumonia; Medicine; Chest radiograph; Antibiotics; Antibiotic resistance; Biology; Internal medicine; Urine; Microbiology; Political science","score_opus":0.003912533331683949,"score_gpt":0.22254295430278043,"score_spread":0.21863042097109647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256867183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849091,0.009648088,0.00020985345,0.0029950645,0.0011053771,0.00011513924,0.000044920438,0.000016447986,0.0009559798],"genre_scores_gemma":[0.99603647,0.00046660626,0.000027119193,0.0031625736,0.00016924132,7.08886e-7,0.000037392776,0.000016643304,0.00008323435],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805224,0.0005320884,0.00060192915,0.00025246068,0.000031786727,0.00052950374],"domain_scores_gemma":[0.9987199,0.00022157951,0.0003105561,0.00016976323,0.000106507425,0.00047170868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008235479,0.00018352101,0.00045074578,0.00034734482,0.00019220024,0.00002873333,0.00024705686,0.0003689294,0.00027561348],"category_scores_gemma":[0.0011175432,0.00014896387,0.00009376558,0.00013987068,0.00064015534,0.00013264384,0.000030181869,0.0005782446,0.00001597227],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013455892,0.0013161717,0.75702184,0.00043467115,0.0010745095,0.004821128,0.0031193385,0.00005316347,0.0845019,0.009995296,0.044415176,0.0919012],"study_design_scores_gemma":[0.010544415,0.0027478007,0.07034454,0.001234614,0.0005028307,0.029521398,0.0027544743,0.000028398403,0.0011928907,0.0012710247,0.878807,0.0010505855],"about_ca_topic_score_codex":0.002950001,"about_ca_topic_score_gemma":0.015392899,"teacher_disagreement_score":0.83439183,"about_ca_system_score_codex":0.00008402956,"about_ca_system_score_gemma":0.0009027529,"threshold_uncertainty_score":0.85895985},"labels":[],"label_agreement":null},{"id":"W2258043618","doi":"10.1155/2001/938156","title":"Infectious Diseases Training in Canada: One Size Does Not Fit All","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Calgary General Hospital; University of Calgary","funders":"","keywords":"Medicine; Likert scale; Family medicine; Training (meteorology); Scale (ratio); Medical education; Cross-sectional study; Nursing; Psychology","score_opus":0.008036684637398038,"score_gpt":0.2086531147160084,"score_spread":0.20061643007861035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258043618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848757,0.010651093,0.000023112545,0.002004501,0.0018269159,0.00012190051,0.00022872139,0.000013568484,0.0002544985],"genre_scores_gemma":[0.99430126,0.0019451542,0.000002905416,0.003309495,0.00017973498,0.0000025984898,0.000024138611,0.000017148936,0.0002175822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981581,0.00022171444,0.0005944535,0.00026098228,0.000047561047,0.00071716483],"domain_scores_gemma":[0.9983601,0.00048015948,0.00023510831,0.00013631415,0.00010572546,0.0006825962],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017720324,0.00023825963,0.0006562676,0.00022246386,0.00018334291,0.0000181432,0.00021981308,0.0002961897,0.0017126835],"category_scores_gemma":[0.0010324229,0.00017251834,0.00012739257,0.0001555159,0.0005414893,0.000071441915,0.000029915607,0.00054834544,0.000009691473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023982252,0.00020768803,0.9577868,0.00010134915,0.0007699866,0.0029756713,0.0005828047,0.000018625875,0.008965359,0.00047914562,0.005074014,0.022798745],"study_design_scores_gemma":[0.011018979,0.001145458,0.7474203,0.0011887102,0.0007427506,0.014336132,0.0025418103,0.000007195881,0.00072937686,0.0013646133,0.21828109,0.0012235983],"about_ca_topic_score_codex":0.6254238,"about_ca_topic_score_gemma":0.98270816,"teacher_disagreement_score":0.35728437,"about_ca_system_score_codex":0.00045354967,"about_ca_system_score_gemma":0.0081350235,"threshold_uncertainty_score":0.99919987},"labels":[],"label_agreement":null},{"id":"W2265295925","doi":"10.1155/2014/291859","title":"Longitudinal Surveillance of Outpatient Quinolone Antimicrobial Use in Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Université de Montréal; Hôpital Maisonneuve-Rosemont; BC Centre for Disease Control; University of British Columbia; Public Health Agency of Canada","funders":"","keywords":"Quinolone; Antimicrobial; Medicine; Geography; Microbiology; Antibiotics; Biology","score_opus":0.005135553084624315,"score_gpt":0.1875348546174159,"score_spread":0.18239930153279157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265295925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945036,0.0035925792,0.000084085295,0.00032182274,0.001263624,0.000065664324,0.00012887164,0.00000266482,0.000037049842],"genre_scores_gemma":[0.999145,0.00031778697,0.0000062360436,0.0004263677,0.00004593931,3.936469e-7,0.00002262639,0.00000794673,0.000027715321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986503,0.00023960101,0.00053045404,0.00016423769,0.000028809567,0.00038659517],"domain_scores_gemma":[0.9989746,0.00025065086,0.0002679683,0.000114837625,0.00013812371,0.0002537755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021009054,0.00014007292,0.0005072755,0.0001885191,0.000072621326,0.0000066201846,0.00016132745,0.00020513897,0.00021052486],"category_scores_gemma":[0.00068399013,0.00011292494,0.000074141986,0.00010880202,0.00050808815,0.000043530217,0.000023725292,0.000325669,0.0000033344027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000732855,0.000058950467,0.98911864,0.000059629252,0.0000965279,0.00010388358,0.000049057708,0.000011495863,0.0051407414,0.0001561152,0.0034445603,0.0016871224],"study_design_scores_gemma":[0.0027026783,0.00055226305,0.97782475,0.0004074475,0.00004736907,0.0015752112,0.00008936346,0.0000041139815,0.0011959088,0.00003716695,0.015324491,0.000239228],"about_ca_topic_score_codex":0.8232831,"about_ca_topic_score_gemma":0.9879981,"teacher_disagreement_score":0.16471504,"about_ca_system_score_codex":0.00018535893,"about_ca_system_score_gemma":0.0034106558,"threshold_uncertainty_score":0.60503566},"labels":[],"label_agreement":null},{"id":"W2265671196","doi":"10.1016/j.adaj.2015.12.014","title":"Antibiotic prescribing by dentists has increased","year":2016,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medicine; Dentistry; Microbiology; Biology","score_opus":0.00612494806610007,"score_gpt":0.20902472554034962,"score_spread":0.20289977747424956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265671196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955053,0.00082959194,0.00017682867,0.002717057,0.0005914649,0.00006691024,0.00001617144,0.00000810366,0.00008858249],"genre_scores_gemma":[0.99541265,0.00021944684,0.00000978864,0.00028989027,0.00005382706,9.479156e-8,0.0000010161423,0.000008357945,0.004004923],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988434,0.00052838237,0.00026562973,0.00006229504,0.00010847732,0.00019184765],"domain_scores_gemma":[0.99815327,0.00032949567,0.0012879005,0.00014419916,0.000070632675,0.000014481025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062508904,0.00008432155,0.00019496148,0.000027359187,0.00026094285,0.000018084016,0.00039881765,0.00004522079,0.000034617442],"category_scores_gemma":[0.0002619464,0.000035115532,0.0001276661,0.00013082344,0.00027910923,0.000094088704,0.00006813601,0.00016573565,0.000092502],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001234128,0.000057546018,0.1944927,0.0000018901874,0.00023043394,0.0000011623097,0.0001076651,4.1004566e-7,0.76399803,0.000008034679,0.039424714,0.0015540264],"study_design_scores_gemma":[0.0012363801,0.00019961075,0.610851,0.00019770446,0.00027908664,0.00020152313,0.0005690073,8.815436e-7,0.3814678,0.00008639125,0.0047808588,0.00012977037],"about_ca_topic_score_codex":0.00023243873,"about_ca_topic_score_gemma":0.000051834977,"teacher_disagreement_score":0.4163583,"about_ca_system_score_codex":0.0002443045,"about_ca_system_score_gemma":0.00004163311,"threshold_uncertainty_score":0.20069878},"labels":[],"label_agreement":null},{"id":"W2267967375","doi":"10.12968/bjhc.2016.22.2.95","title":"Facing the threat of antimicrobial resistance","year":2016,"lang":"en","type":"article","venue":"British Journal of Healthcare Management","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Pharmaceutical industry; Antibiotic resistance; Business; Resistance (ecology); Antimicrobial; Management; Medicine; Political science; Public administration; Pharmacology; Economics; Biology; Microbiology; Antibiotics; Philosophy","score_opus":0.009595176651615838,"score_gpt":0.23386192928938257,"score_spread":0.22426675263776674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267967375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8347266,0.09804785,0.0062410673,0.050573763,0.0032550716,0.0007452966,0.00012977903,0.000039278228,0.0062413462],"genre_scores_gemma":[0.984443,0.009076001,0.0002542849,0.0004086181,0.000046571546,6.468873e-7,0.0000012311126,0.000009501512,0.005760129],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988475,0.00017162913,0.00053364126,0.00012472294,0.00007373201,0.0002487982],"domain_scores_gemma":[0.9991125,0.00007243107,0.0004188437,0.00017369294,0.00020251951,0.000020007588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004987666,0.000086988584,0.0002583182,0.000060283382,0.00018276524,0.000012019518,0.00031645226,0.000072492534,0.00007571476],"category_scores_gemma":[0.00003269987,0.000053562064,0.00012442714,0.00009178412,0.00020373914,0.00007029251,0.00006875869,0.00016482612,0.000021609932],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014004319,0.00049958215,0.008010637,0.0023826414,0.0018403693,0.0016442977,0.00070598954,0.0000053827707,0.09239884,0.022018101,0.291246,0.5778477],"study_design_scores_gemma":[0.012464369,0.0007873649,0.18225545,0.03361959,0.0005416864,0.0062243133,0.0043104487,1.9510924e-7,0.124802485,0.003840202,0.6302011,0.00095277955],"about_ca_topic_score_codex":0.0001249954,"about_ca_topic_score_gemma":0.0003652464,"teacher_disagreement_score":0.57689494,"about_ca_system_score_codex":0.00004389767,"about_ca_system_score_gemma":0.000038381328,"threshold_uncertainty_score":0.21841976},"labels":[],"label_agreement":null},{"id":"W2276880565","doi":"10.1016/j.epidem.2016.01.001","title":"Design and methods of a social network isolation study for reducing respiratory infection transmission: The eX-FLU cluster randomized trial","year":2016,"lang":"en","type":"article","venue":"Epidemics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Medical Research Council; Centers for Disease Control and Prevention; Pfizer","keywords":"Social isolation; Randomized controlled trial; Residence; Isolation (microbiology); Medicine; Intervention (counseling); Cluster randomised controlled trial; Cluster (spacecraft); Referral; Social network (sociolinguistics); Influenza-like illness; Transmission (telecommunications); Family medicine; Gerontology; Demography; Psychiatry; Internal medicine; Immunology; Biology; Social media","score_opus":0.04126826142599535,"score_gpt":0.3502852655111624,"score_spread":0.3090170040851671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276880565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12695982,0.0012257011,0.8685722,0.00053416216,0.0005768409,0.0020811227,0.0000011944601,0.000017999088,0.000031016676],"genre_scores_gemma":[0.97705036,0.0003040123,0.020564528,0.00034016217,0.0005729904,0.000105531326,0.0000035342678,0.000027600898,0.001031265],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.995536,0.003620073,0.00047670398,0.00018113758,0.00002101061,0.00016506344],"domain_scores_gemma":[0.9932787,0.006274908,0.0002707478,0.00011369277,0.000052925065,0.0000090391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073945266,0.00010172234,0.00045427037,0.000028475368,0.00027233394,0.000004363831,0.0000618011,0.00020616535,0.000019963692],"category_scores_gemma":[0.00082320586,0.000050406357,0.0001239725,0.00006551572,0.00021066716,0.000049608552,0.000018123023,0.000109231245,0.0000015479386],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.85950816,0.0001676926,0.00030182657,0.000038266804,0.00057203515,2.1486105e-7,0.0034517746,0.00012687732,0.06544824,0.0011708984,0.008017467,0.06119655],"study_design_scores_gemma":[0.96245277,0.00113276,0.0007072829,0.0001718264,0.0006691275,0.000004101448,0.00022554769,0.0007712061,0.010299091,0.0052552777,0.018055761,0.00025524746],"about_ca_topic_score_codex":0.000014575635,"about_ca_topic_score_gemma":0.0000027440028,"teacher_disagreement_score":0.85009056,"about_ca_system_score_codex":0.0000147278815,"about_ca_system_score_gemma":0.000042361757,"threshold_uncertainty_score":0.25628102},"labels":[],"label_agreement":null},{"id":"W2282098072","doi":"10.1097/mlr.0000000000000440","title":"Antibiotic Use in Cold and Flu Season and Prescribing Quality","year":2015,"lang":"en","type":"article","venue":"Medical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute on Aging","keywords":"Medicine; Antibiotics; Medical prescription; Flu season; Adverse effect; Common cold; Emergency medicine; Intensive care medicine; Internal medicine; Environmental health; Pharmacology; Biology; Immunology","score_opus":0.03910562512732467,"score_gpt":0.2847892903052815,"score_spread":0.2456836651779568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282098072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822426,0.016676832,0.000017197019,0.000383116,0.00020330847,0.000092942515,0.000010496072,0.000023348608,0.00035018008],"genre_scores_gemma":[0.99894005,0.00017716378,0.000035248424,0.0003254755,0.000018590537,4.5138302e-7,0.000016607315,0.0000057074135,0.00048072296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992164,0.00017063868,0.00014963331,0.00020783795,0.000063299296,0.00019219902],"domain_scores_gemma":[0.99962574,0.000114514645,0.00002758705,0.00011510727,0.000037624686,0.00007943196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002892705,0.000083655716,0.00019248978,0.000029300358,0.00004642065,0.000013018757,0.000065622684,0.00024656823,0.0000305921],"category_scores_gemma":[0.0005376479,0.00006509936,0.000014962055,0.000054363936,0.00025330967,0.00007443521,0.0000860541,0.00022443655,0.00001586099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014589154,0.00007403136,0.97184026,0.00026568744,0.000038515966,0.00011121449,0.0037531604,3.8260146e-7,0.012378825,0.0020621433,0.003401736,0.005928174],"study_design_scores_gemma":[0.008241295,0.00041345292,0.8804629,0.0012172725,0.00007459091,0.00012599662,0.017483782,0.000028523678,0.03036408,0.00009188397,0.06084612,0.0006501252],"about_ca_topic_score_codex":0.00055342243,"about_ca_topic_score_gemma":0.0009363684,"teacher_disagreement_score":0.09137736,"about_ca_system_score_codex":0.000021214897,"about_ca_system_score_gemma":0.00007215703,"threshold_uncertainty_score":0.2654675},"labels":[],"label_agreement":null},{"id":"W2282328676","doi":"10.1093/ofid/ofv133.30","title":"Oral Antibiotic Utilization in Long-Term Care: Are We Following Guidelines or Chasing Resistance?","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Antibiotic resistance; Intensive care medicine; Long-term care; Term (time); Primary care; Family medicine; Nursing; Microbiology","score_opus":0.06533822402247529,"score_gpt":0.3493721378467582,"score_spread":0.2840339138242829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282328676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9136766,0.070302226,0.0008424677,0.0018046988,0.003123998,0.0015642293,0.00011744998,0.00029735419,0.008270959],"genre_scores_gemma":[0.99442667,0.0006005982,0.000048312908,0.0003507478,0.000034482422,0.000008892092,0.00020539359,0.000035416688,0.00428947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843,0.00016569588,0.0004266314,0.00043608545,0.00007050856,0.00047106075],"domain_scores_gemma":[0.9991701,0.00004981063,0.00019742377,0.00034393714,0.00016858519,0.00007013614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015096185,0.00025016573,0.00044721714,0.00014595453,0.00030730013,0.0001347451,0.00035094505,0.00019134305,0.00009938035],"category_scores_gemma":[0.00030814885,0.00019942643,0.000117797776,0.00037631538,0.00011310849,0.00040508542,0.00023597525,0.00013553085,0.000119271666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052488496,0.00032511834,0.9765418,0.00015980359,0.00013607826,0.0001826696,0.00032557038,0.000031141724,0.0003301838,0.00030248327,0.01614636,0.004993898],"study_design_scores_gemma":[0.027099881,0.0012089672,0.8576638,0.010592866,0.0010000559,0.00018987161,0.01980164,0.00003202699,0.011403124,0.002228734,0.06583463,0.0029443929],"about_ca_topic_score_codex":0.0002627318,"about_ca_topic_score_gemma":0.011888983,"teacher_disagreement_score":0.11887799,"about_ca_system_score_codex":0.00016038163,"about_ca_system_score_gemma":0.00027923807,"threshold_uncertainty_score":0.81323737},"labels":[],"label_agreement":null},{"id":"W2282499342","doi":"10.1016/j.ajic.2015.12.026","title":"Evaluating the impact of an antimicrobial stewardship program on the length of stay of immune-competent adult patients admitted to a hospital ward with a diagnosis of community-acquired pneumonia: A quasi-experimental study","year":2016,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Antimicrobial stewardship; Community-acquired pneumonia; Pneumonia; Observational study; Emergency medicine; Propensity score matching; Discontinuation; Psychological intervention; Logistic regression; Intensive care medicine; Internal medicine; Antibiotics; Antibiotic resistance","score_opus":0.01399401891551261,"score_gpt":0.3119509889070235,"score_spread":0.2979569699915109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282499342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845,0.000047181602,0.000077042,0.00015875621,0.00011958971,0.0010765595,0.000058431033,0.0000073663236,0.000005109005],"genre_scores_gemma":[0.9998569,0.00001781995,0.000036352423,0.00003247371,0.000013804058,0.000022653963,0.000001974881,0.000015977854,0.0000020527639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966746,0.0019690036,0.0008798274,0.00010662992,0.00016375654,0.00020616467],"domain_scores_gemma":[0.99585575,0.0007281649,0.002151528,0.00036042774,0.00087079714,0.000033333465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088897214,0.0001945112,0.00076064625,0.00013909816,0.00014690134,0.0000063609127,0.00029182594,0.00004659126,0.00002313882],"category_scores_gemma":[0.00034696027,0.000083562154,0.0003116975,0.00027253616,0.0007017767,0.00008788762,0.000042324482,0.00023446462,9.5008545e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008387252,0.026523054,0.5635951,0.000017577238,0.0028020265,0.0000010693504,0.008198325,0.00011674168,0.37210318,0.000007505014,0.000014366338,0.018233763],"study_design_scores_gemma":[0.006289395,0.21101302,0.64540285,0.0003902925,0.00021372506,0.000011484566,0.006178463,0.0000071999852,0.1303877,0.0000012716631,0.0000015301068,0.00010305103],"about_ca_topic_score_codex":0.00221949,"about_ca_topic_score_gemma":0.000060650596,"teacher_disagreement_score":0.2417155,"about_ca_system_score_codex":0.000070548114,"about_ca_system_score_gemma":0.00013564868,"threshold_uncertainty_score":0.34075657},"labels":[],"label_agreement":null},{"id":"W2282606495","doi":"10.1016/j.jegh.2016.02.001","title":"Antimicrobial resistance and the growing threat of drug-resistant tuberculosis","year":2016,"lang":"en","type":"editorial","venue":"Journal of Epidemiology and Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Drug resistance; Tuberculosis; Antimicrobial drug; Antimicrobial; Drug; Extensively drug-resistant tuberculosis; Mycobacterium tuberculosis; Drug resistant tuberculosis; Intensive care medicine; Microbiology; Pharmacology; Pathology","score_opus":0.010068353592949029,"score_gpt":0.31474000894948273,"score_spread":0.3046716553565337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282606495","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012188714,0.5257962,0.00030519336,0.035882678,0.42393532,0.00040502107,0.0009975046,0.00001640522,0.00047296422],"genre_scores_gemma":[0.1342054,0.59281677,0.0015927857,0.006951769,0.2593893,0.000006190974,0.00013047496,0.00009453542,0.0048127687],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937233,0.0029279962,0.002134508,0.0004253547,0.0001008922,0.0006879675],"domain_scores_gemma":[0.9885769,0.0076504145,0.0029964785,0.00034170397,0.00033054387,0.00010397446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007960068,0.0003950485,0.0025813573,0.000095699215,0.00040437342,0.0000070702463,0.00041892205,0.0011109626,0.000020227044],"category_scores_gemma":[0.0034748488,0.00020348217,0.00036754442,0.000116839416,0.0025918204,0.00014822089,0.00015172623,0.0011272482,0.0000053699396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048578675,0.000051901185,0.0009538792,0.0007314639,0.00070072996,0.000012994032,0.00010990721,4.1347332e-7,0.00014744299,0.013075612,0.97785443,0.0015033529],"study_design_scores_gemma":[0.007470104,0.00045023285,0.003380547,0.004963331,0.00049855415,0.00022900102,0.00017843168,2.7432014e-7,0.000086204076,0.014295201,0.9680965,0.00035163277],"about_ca_topic_score_codex":0.00047616535,"about_ca_topic_score_gemma":0.00037205196,"teacher_disagreement_score":0.16454601,"about_ca_system_score_codex":0.00015625673,"about_ca_system_score_gemma":0.00076762185,"threshold_uncertainty_score":0.954967},"labels":[],"label_agreement":null},{"id":"W2282775716","doi":"10.1159/000414343","title":"Pathogenesis of Acute and Chronic Pseudomonas aeruginosa Infections","year":2015,"lang":"en","type":"review","venue":"Antibiotics and chemotherapy/Antibiotica et chemotherapia","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pseudomonas aeruginosa; Pathogenesis; Microbiology; Medicine; Immunology; Biology; Bacteria; Genetics","score_opus":0.018393409861457637,"score_gpt":0.30013275128373224,"score_spread":0.2817393414222746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282775716","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033287273,0.99337846,0.0001648081,0.0002739842,0.00047070938,0.0009346022,0.0004087931,0.00013294979,0.0009069409],"genre_scores_gemma":[0.01115603,0.98580605,0.00049873797,0.00024464066,0.00011810742,6.644932e-7,0.0002513215,0.00022337853,0.0017010523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963697,0.00033088934,0.0011812961,0.0011525515,0.00016407004,0.0008014652],"domain_scores_gemma":[0.9976034,0.00026256603,0.0008608884,0.0009164146,0.00020611314,0.00015061155],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00060468697,0.0011495796,0.0032141418,0.00040210868,0.00025167558,0.000087476,0.00045527006,0.001593613,0.00017812019],"category_scores_gemma":[0.000024592971,0.0009220238,0.00057860254,0.00055023027,0.0013030359,0.00012616554,0.000223535,0.0008417341,0.00006740996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011326377,0.0012063496,0.0006205656,0.022074694,0.009513051,0.00004310938,0.00075081195,2.946504e-7,0.026458442,0.0046729054,0.003070666,0.9314758],"study_design_scores_gemma":[0.002432905,0.000744462,0.00017905873,0.007862414,0.003270517,0.00067365007,0.00008480073,0.000005508886,0.011712131,0.00018151189,0.9714144,0.0014386546],"about_ca_topic_score_codex":0.00004415587,"about_ca_topic_score_gemma":0.00002467644,"teacher_disagreement_score":0.96834373,"about_ca_system_score_codex":0.000088642766,"about_ca_system_score_gemma":0.0005638369,"threshold_uncertainty_score":0.9997025},"labels":[],"label_agreement":null},{"id":"W2284664834","doi":"10.1111/ijpp.12233","title":"Evaluation of the general public's knowledge, views and practices relating to appropriate antibiotic use in Qatar†","year":2015,"lang":"en","type":"article","venue":"International Journal of Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Medicine; Antibiotics; Population; Antibiotic resistance; Family medicine; Pharmacy; Arabic; Environmental health","score_opus":0.20391030678425498,"score_gpt":0.4554403218330824,"score_spread":0.25153001504882744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284664834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98299,0.0054880898,0.00013363024,0.0061415522,0.002234822,0.0001944677,0.0000052651503,0.0000034852796,0.0028086873],"genre_scores_gemma":[0.9976999,0.00028031538,0.0011690842,0.00031633576,0.00014584823,6.702588e-7,0.0000022186073,0.000007750565,0.00037788996],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755865,0.0013263947,0.00055138237,0.0001289236,0.0003119554,0.00012271605],"domain_scores_gemma":[0.9952163,0.0005575129,0.0016517523,0.00010894941,0.0024267451,0.000038728354],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005541995,0.00009221856,0.00016648902,0.00017744511,0.00004212124,0.00005710359,0.0003568605,0.000050928156,0.000034114884],"category_scores_gemma":[0.013730831,0.000062731015,0.000050659575,0.00017240307,0.000072759685,0.0013905969,0.00014109373,0.00039356627,0.000022253422],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005369243,0.0033160197,0.24793717,0.00008120321,0.0032347701,0.000103162696,0.013884963,0.0018256906,0.57000744,0.0038996518,0.017155085,0.13318558],"study_design_scores_gemma":[0.027286189,0.00041602363,0.0635903,0.00094397744,0.0018105648,0.0035633168,0.0054968926,0.003948984,0.113851026,0.00076357904,0.7777801,0.00054904463],"about_ca_topic_score_codex":0.00023952406,"about_ca_topic_score_gemma":0.00014549805,"teacher_disagreement_score":0.760625,"about_ca_system_score_codex":0.00012476233,"about_ca_system_score_gemma":0.00050643395,"threshold_uncertainty_score":0.99457693},"labels":[],"label_agreement":null},{"id":"W2285785032","doi":"10.1093/ofid/ofv133.326","title":"The Components of an Advanced Fellowship Training Program in Pediatric Antimicrobial Stewardship","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial stewardship; Medical education; Antimicrobial; Gerontology; Family medicine; Microbiology; Antibiotics","score_opus":0.02663244779405383,"score_gpt":0.29004099439791975,"score_spread":0.2634085466038659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285785032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924159,0.0013383062,0.000006275108,0.00010898494,0.00058030285,0.00076920213,0.000037199196,0.00006510482,0.004678714],"genre_scores_gemma":[0.9991763,0.00010042281,0.000038599403,0.00007491235,0.000023265467,0.000029404715,0.00010792435,0.000018077028,0.0004310867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987427,0.00023839816,0.0003060217,0.00025133725,0.000047300502,0.00041423767],"domain_scores_gemma":[0.9993123,0.00010086791,0.00017295298,0.0002810031,0.0000716084,0.00006130037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023363353,0.00015390391,0.0002875241,0.00009250957,0.00024708806,0.00006443676,0.00048589657,0.00010784721,0.000014422029],"category_scores_gemma":[0.00011717047,0.00011096535,0.000071583825,0.0002869362,0.00022092287,0.0002441956,0.00017703461,0.00015706872,0.000044281554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017857321,0.0035976535,0.92375726,0.00010200752,0.00017286939,0.00003006619,0.0011849056,0.0001759297,0.0049946583,0.0023928895,0.0037221378,0.05808389],"study_design_scores_gemma":[0.02365787,0.0045405207,0.9139367,0.00039936666,0.00042084855,0.00011401411,0.008615577,0.00006633084,0.008539886,0.0057915775,0.03248697,0.0014303682],"about_ca_topic_score_codex":0.00023534824,"about_ca_topic_score_gemma":0.0007821212,"teacher_disagreement_score":0.05665352,"about_ca_system_score_codex":0.000035874258,"about_ca_system_score_gemma":0.00017595582,"threshold_uncertainty_score":0.45250356},"labels":[],"label_agreement":null},{"id":"W2289901469","doi":"10.4212/cjhp.v69i1.1523","title":"Should Traditional Antimicrobial Stewardship (AMS) Models Incorporating Clinical Pharmacists with Full-Time AMS Responsibilities Be Replaced by Models in Which Pharmacists Simply Participate in AMS Activities as Part of Their Routine Ward or Team-Based Pharmaceutical Care?","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Interior Health","funders":"Astellas Pharma; Sunovion","keywords":"Antimicrobial stewardship; Clinical pharmacy; Stewardship (theology); Medicine; Pharmacy; Nursing; Chemistry; Political science; Antibiotics; Antibiotic resistance","score_opus":0.09178511092286179,"score_gpt":0.3276353980023076,"score_spread":0.23585028707944583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289901469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910944,0.0008748684,0.00011565263,0.0053234342,0.0006613157,0.00062930235,0.0010438241,0.00002355171,0.00023363692],"genre_scores_gemma":[0.9979812,0.0002561239,0.00008303853,0.0010322054,0.00015527567,0.000015233963,0.00005610033,0.00006335799,0.00035745776],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9951163,0.0014454001,0.0016894558,0.0005111325,0.0002630357,0.00097466726],"domain_scores_gemma":[0.9967892,0.0012380996,0.0008567556,0.00035327804,0.00040558857,0.00035707833],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022359316,0.00051407644,0.0010266548,0.00034612778,0.0002814612,0.00005771718,0.0007536135,0.00022708438,0.00043309346],"category_scores_gemma":[0.00022184521,0.0002981669,0.00026233992,0.00042986774,0.0013888453,0.000767634,0.00005486373,0.0012541715,0.000012085129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17989323,0.0061526154,0.08940845,0.0010409771,0.005116409,0.0036247068,0.044837274,0.026662353,0.5466589,0.0011871062,0.08018788,0.0152301565],"study_design_scores_gemma":[0.09045041,0.008158026,0.00091099,0.004007592,0.0012361242,0.0020904038,0.005538806,0.010637543,0.86238676,0.003185118,0.008072715,0.0033255194],"about_ca_topic_score_codex":0.00094463135,"about_ca_topic_score_gemma":0.004659849,"teacher_disagreement_score":0.3157279,"about_ca_system_score_codex":0.00045366643,"about_ca_system_score_gemma":0.003951129,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W2296270038","doi":"10.1155/2014/703898","title":"Variation in Outpatient Oral Antimicrobial Use Patterns among Canadian Provinces, 2000 to 2010","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Université de Montréal; Hôpital Maisonneuve-Rosemont; BC Centre for Disease Control; University of British Columbia; Public Health Agency of Canada","funders":"","keywords":"Variation (astronomy); Antimicrobial; Medicine; Demography; Geography; Biology; Sociology; Microbiology","score_opus":0.0039092498514732245,"score_gpt":0.1895127335783841,"score_spread":0.18560348372691088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296270038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99564564,0.00054080115,0.00029807538,0.00089865515,0.002150229,0.00019336322,0.00020598678,0.000007219941,0.000060052687],"genre_scores_gemma":[0.9977604,0.00008719157,0.000015124744,0.0017719568,0.000098617194,0.0000018965025,0.00005143817,0.00001374492,0.00019959366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840236,0.00027711957,0.00046551632,0.00023490531,0.000026935944,0.00059318537],"domain_scores_gemma":[0.9986372,0.0001070363,0.00015992815,0.00012895318,0.00012596305,0.00084089086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031087172,0.00017857127,0.0003961425,0.00055086485,0.00017373507,0.000036373654,0.000189829,0.00042466773,0.000501769],"category_scores_gemma":[0.00065570953,0.0001482063,0.00008051643,0.00014018868,0.000308967,0.00010501909,0.000021954493,0.00043412164,0.00003639037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047974303,0.00007855867,0.98463255,0.000032846947,0.00009359039,0.00014730987,0.00050412916,0.000018137816,0.0032899466,0.00014302926,0.0066864584,0.004325454],"study_design_scores_gemma":[0.0015091648,0.00050089596,0.9545666,0.0003081568,0.0000611733,0.0005234167,0.00005198393,0.0000055223836,0.00012427456,0.000028434946,0.042095847,0.00022454697],"about_ca_topic_score_codex":0.5731344,"about_ca_topic_score_gemma":0.9509754,"teacher_disagreement_score":0.37784094,"about_ca_system_score_codex":0.0003428737,"about_ca_system_score_gemma":0.0025850679,"threshold_uncertainty_score":0.60436773},"labels":[],"label_agreement":null},{"id":"W2296917251","doi":"10.1177/070674371506001206","title":"Nonmedical Use of Prescription Medication among Adolescents Using Drugs in Quebec","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hôpital Charles-Le Moyne; Quebec Statistical Institute; Université de Sherbrooke","funders":"","keywords":"Medical prescription; Medicine; Psychiatry; Family medicine; Psychology; Pharmacology","score_opus":0.020300556147509793,"score_gpt":0.23709129707639992,"score_spread":0.2167907409288901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296917251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937537,0.0022690403,0.0001373266,0.0014162337,0.0023050155,0.000063028405,0.000004198149,0.0000014704875,0.000050003975],"genre_scores_gemma":[0.9992452,0.00001473831,0.00023962773,0.00012439367,0.000094469244,1.1070633e-7,0.0000025392046,0.000005828761,0.00027309422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919903,0.0001649117,0.00034858193,0.00006016688,0.00006154962,0.00016575445],"domain_scores_gemma":[0.9993897,0.000014451831,0.00028603812,0.00012600895,0.00008165644,0.00010211611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045972833,0.000062906634,0.00014473968,0.0001479652,0.000065798005,0.000010202566,0.0001922687,0.00014663431,0.000029456958],"category_scores_gemma":[0.00007796052,0.000043124834,0.00004823953,0.0001016134,0.00035634238,0.0001255525,0.000007131771,0.00031022125,0.0000062188005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000918585,0.00004772329,0.9858748,0.000025605883,0.000055232016,0.0000050254594,0.0020709014,0.00005529988,0.0006289621,0.00069977064,0.009982658,0.00046216507],"study_design_scores_gemma":[0.0016385813,0.00008806506,0.9898248,0.0013480672,0.0000948174,0.000095761185,0.00268476,0.000052095584,0.0003140582,0.00092092296,0.0028166084,0.00012146434],"about_ca_topic_score_codex":0.26659635,"about_ca_topic_score_gemma":0.84238535,"teacher_disagreement_score":0.57578903,"about_ca_system_score_codex":0.000120062636,"about_ca_system_score_gemma":0.0022952072,"threshold_uncertainty_score":0.73828745},"labels":[],"label_agreement":null},{"id":"W2297795192","doi":"10.1093/jac/dkw025","title":"Extensive antibiotic prescription rate among hospitalized patients in Uganda: but with frequent missed-dose days","year":2016,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; African Population and Health Research Center; International Development Research Centre; Wellcome Trust; Wellcome","keywords":"Medicine; Metronidazole; Ceftriaxone; Azithromycin; Ciprofloxacin; Amoxicillin; Antibiotics; Internal medicine; Antibacterial agent; Medical prescription; Pharmacology","score_opus":0.006297196652764838,"score_gpt":0.20523186211794228,"score_spread":0.19893466546517743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297795192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99708515,0.00029815934,0.0004421976,0.0011096066,0.0006703419,0.00027510806,0.00001963143,0.000016679258,0.00008310426],"genre_scores_gemma":[0.99654984,0.001572053,0.00024438475,0.00067115086,0.000063669315,3.1646022e-7,0.000007694211,0.000036528618,0.0008543376],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99848837,0.00016259363,0.0006205202,0.00026290512,0.00007294212,0.00039269455],"domain_scores_gemma":[0.9986665,0.000060416543,0.0006673839,0.0002119867,0.0003492687,0.00004443041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002671918,0.00026539993,0.0005548991,0.00019794458,0.00008568841,0.000024654892,0.0002526124,0.00024340193,0.000115845585],"category_scores_gemma":[0.000049490165,0.00015161611,0.00015811528,0.00015195004,0.00034618756,0.00030986228,0.000020489595,0.00026096558,0.000036199544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00204232,0.00048415468,0.16184448,0.000027062555,0.00021950658,0.00006076187,0.00029017663,0.000003393096,0.82928896,0.000008836214,0.0049248417,0.0008054978],"study_design_scores_gemma":[0.011922648,0.0006502506,0.4005829,0.0009985374,0.00004269166,0.0000720275,0.000053313426,3.4744394e-7,0.5841516,0.000020143525,0.0012624029,0.00024307906],"about_ca_topic_score_codex":0.0000604468,"about_ca_topic_score_gemma":0.000032540884,"teacher_disagreement_score":0.24513732,"about_ca_system_score_codex":0.000098056815,"about_ca_system_score_gemma":0.00011750466,"threshold_uncertainty_score":0.6182726},"labels":[],"label_agreement":null},{"id":"W2299335128","doi":"10.1503/cmaj.160204","title":"Antibiotic stewardship and pharma’s social conscience","year":2016,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Declaration; Antibiotic Stewardship; Antimicrobial stewardship; Stewardship (theology); Conscience; Antibiotic resistance; Biotechnology; Medicine; Business; Political science; Antibiotics; Law; Biology; Microbiology","score_opus":0.005419162480550789,"score_gpt":0.24529186856123356,"score_spread":0.23987270608068276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299335128","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025764434,0.0042617684,0.000017582675,0.012744762,0.9756171,0.000114746974,0.0005351549,0.000028915469,0.0041035325],"genre_scores_gemma":[0.04771558,0.0035469523,0.000011143334,0.0023352145,0.9232459,0.00000118064,0.000098380544,0.000048075297,0.02299756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973648,0.00041260113,0.00048197975,0.00032215574,0.0005988327,0.00081963616],"domain_scores_gemma":[0.9977109,0.00077077735,0.00047358806,0.00009069945,0.00048660746,0.00046742303],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0020130621,0.00024193079,0.00048218624,0.00020320762,0.0008921263,0.00010958272,0.00044644834,0.0030079135,0.0031658811],"category_scores_gemma":[0.0036507284,0.00018290075,0.00012592901,0.00011592144,0.0004093939,0.000102393074,0.00004289335,0.0025396973,0.0007213794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010509986,0.0000122404535,0.00067686476,0.000022735307,0.00020398539,0.0001532564,0.00011618858,3.6074606e-9,0.00014687607,0.00007124953,0.9902817,0.008304386],"study_design_scores_gemma":[0.0011732378,0.00003879709,0.0006528432,0.00026750876,0.00006900891,0.000118904274,0.00011180567,2.1186334e-7,0.00006259029,0.00005218077,0.9972089,0.00024399847],"about_ca_topic_score_codex":0.00091576367,"about_ca_topic_score_gemma":0.0073012817,"teacher_disagreement_score":0.052371178,"about_ca_system_score_codex":0.0007514356,"about_ca_system_score_gemma":0.007890395,"threshold_uncertainty_score":0.99976146},"labels":[],"label_agreement":null},{"id":"W2300100092","doi":"","title":"Activity of Doripenem vs. Comparator Carbapenems vs. Prevalent Canadian Hospital Pathogens: CANWARD 2007","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Doripenem; Medicine; Carbapenem; Meropenem; Antibiotics; Microbiology; Virology; Biology; Antibiotic resistance","score_opus":0.009567824617326217,"score_gpt":0.21580887945932511,"score_spread":0.2062410548419989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300100092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898115,0.003558793,0.000011925192,0.00023605964,0.0012307679,0.00027733715,0.00034926634,0.000044558943,0.0044798367],"genre_scores_gemma":[0.99751264,0.00024664134,0.00011324647,0.00017741749,0.00010902049,0.000004969116,0.00003458695,0.000021617614,0.0017798342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839145,0.00016249892,0.00033581888,0.00037069112,0.000077660734,0.0006618985],"domain_scores_gemma":[0.99910015,0.000088094224,0.00021197926,0.00030512782,0.00017409393,0.000120582336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024655898,0.00023466532,0.00046506114,0.000104514045,0.00040359134,0.0000063321254,0.00026602848,0.00026964917,0.00017491778],"category_scores_gemma":[0.00011033357,0.00021343681,0.00012669666,0.00014999138,0.00030546976,0.00010055154,0.00006299224,0.00029696678,0.00018496979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010092821,0.0008780189,0.6358533,0.0005198256,0.000899355,0.00048076405,0.013781279,0.000115078336,0.18615578,0.00034951093,0.1566345,0.0033233394],"study_design_scores_gemma":[0.0027449552,0.0012685717,0.56369483,0.0006298457,0.00019729538,0.00018482891,0.0030026645,0.000023412922,0.3016786,0.0000169921,0.12526692,0.0012910689],"about_ca_topic_score_codex":0.06740973,"about_ca_topic_score_gemma":0.022547951,"teacher_disagreement_score":0.11552281,"about_ca_system_score_codex":0.000099344375,"about_ca_system_score_gemma":0.00043096984,"threshold_uncertainty_score":0.995288},"labels":[],"label_agreement":null},{"id":"W2300455314","doi":"10.1111/ctr.12733","title":"Solid organ transplant patients: are there opportunities for antimicrobial stewardship?","year":2016,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Baycrest Hospital; Mount Sinai Hospital; Health Sciences Centre; Ontario Drug Policy Research Network; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Pfizer Canada; Alberta Innovates - Health Solutions; University Health Network; Pfizer","keywords":"Antimicrobial stewardship; Medicine; Stewardship (theology); Intensive care medicine; Antimicrobial; Medical prescription; Infectious disease (medical specialty); Infection control; Audit; Family medicine; Internal medicine; Disease; Antibiotics; Antibiotic resistance; Nursing; Microbiology","score_opus":0.06818921081298879,"score_gpt":0.327174355551926,"score_spread":0.2589851447389372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300455314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97648406,0.00015969152,0.018006697,0.0014249892,0.0014488689,0.00043377982,0.001621203,0.00010288062,0.00031783906],"genre_scores_gemma":[0.99335843,0.003244268,0.00012606276,0.0004485892,0.00010190477,0.000009258956,0.00044779404,0.00002535375,0.0022383141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985419,0.00018863275,0.0005941114,0.00033222226,0.00003839514,0.0003047312],"domain_scores_gemma":[0.9988646,0.0006083299,0.00019482418,0.00017418391,0.00011978512,0.00003826967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029241003,0.0001762637,0.00034474168,0.00004404216,0.00018017432,0.000010681278,0.00017198305,0.0003462303,0.00016580541],"category_scores_gemma":[0.000047590333,0.000110843335,0.00020210315,0.000037890746,0.0003170846,0.0001206968,0.000005428782,0.00012425108,0.00013244165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015986267,0.0040351683,0.4370413,0.0023016175,0.0020695787,0.00024694036,0.0017761898,0.0000032811934,0.3861597,0.005293996,0.025696186,0.11938977],"study_design_scores_gemma":[0.035434715,0.0023408525,0.51882976,0.004136912,0.0012894644,0.00006966125,0.0010553547,0.0000026917633,0.39334795,0.00087572844,0.0410682,0.0015487066],"about_ca_topic_score_codex":0.000004323628,"about_ca_topic_score_gemma":0.000045887435,"teacher_disagreement_score":0.11784107,"about_ca_system_score_codex":0.000013022541,"about_ca_system_score_gemma":0.000055010638,"threshold_uncertainty_score":0.452006},"labels":[],"label_agreement":null},{"id":"W2302218001","doi":"10.1093/ofid/ofv133.1022","title":"Pediatric Antimicrobial Stewardship: It's as Easy as 1-2-3 (1 Hour, 2 People, 3 Times a Week)","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antimicrobial; Intensive care medicine; Family medicine; Pediatrics; Antibiotics; Microbiology; Antibiotic resistance","score_opus":0.011765751011299907,"score_gpt":0.2598412798090502,"score_spread":0.2480755287977503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302218001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8278647,0.004650866,0.000045005763,0.0015374295,0.002394509,0.0010545918,0.00022380201,0.00033223588,0.16189687],"genre_scores_gemma":[0.96800256,0.00035367202,0.00001400714,0.0018687992,0.00014862807,0.000026567548,0.00021700522,0.000052075404,0.029316658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979984,0.000238869,0.0003784161,0.00056862604,0.00009517631,0.00072052167],"domain_scores_gemma":[0.99878573,0.00011711394,0.00022151727,0.0005087104,0.00017715653,0.0001897725],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018781991,0.0003621757,0.00053345796,0.00016660198,0.00050290284,0.00022528235,0.00069122796,0.00029090085,0.0020693871],"category_scores_gemma":[0.00033196036,0.0003140557,0.00021027659,0.00038728194,0.00017966422,0.00043715516,0.0006033048,0.00026862574,0.010729541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069639576,0.0018954321,0.344669,0.000082823615,0.0003868243,0.0000821058,0.0003856747,0.000036934412,0.0006232911,0.0034863548,0.6469249,0.0007302568],"study_design_scores_gemma":[0.029785007,0.0077619664,0.14272955,0.00053205213,0.0030313355,0.0018466152,0.006674711,0.000015299483,0.012507795,0.013604836,0.7766776,0.00483323],"about_ca_topic_score_codex":0.0020712395,"about_ca_topic_score_gemma":0.00072983874,"teacher_disagreement_score":0.20193946,"about_ca_system_score_codex":0.000084849686,"about_ca_system_score_gemma":0.00076556054,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W2302578297","doi":"10.1016/j.jogc.2018.07.008","title":"No 275 - Antibioprophylaxie dans le cadre d'interventions gynécologiques","year":2018,"lang":"fr","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; General surgery","score_opus":0.01079529235758828,"score_gpt":0.22864070768736489,"score_spread":0.2178454153297766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302578297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6171859,0.2432142,0.0007156943,0.0021401874,0.1240766,0.00022235297,0.0001768954,0.000011509219,0.012256667],"genre_scores_gemma":[0.9382597,0.0041076597,0.00054309214,0.00042215333,0.00023267558,5.2256337e-7,0.000007824714,0.000022468688,0.05640386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758774,0.00041556358,0.000981651,0.0002859367,0.000103918275,0.0006251948],"domain_scores_gemma":[0.99624836,0.0014438245,0.0009102414,0.00023185516,0.0010107843,0.00015490789],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005062384,0.00028459172,0.00071158825,0.00025415802,0.0006082971,0.000035711208,0.00041097385,0.0007230716,0.002212323],"category_scores_gemma":[0.003133369,0.00025023188,0.00025517013,0.00037773632,0.0014907422,0.0001557912,0.00014379353,0.00087654905,0.000044939665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018851792,0.0034992746,0.33569348,0.002741701,0.006837985,0.017342933,0.0014345024,0.000017845992,0.014686259,0.03192134,0.38644767,0.1991885],"study_design_scores_gemma":[0.0035099376,0.0056466656,0.43785256,0.00025172872,0.0005148066,0.000862782,0.0016798984,0.000012910889,0.0056108786,0.00057369587,0.5429156,0.0005685335],"about_ca_topic_score_codex":0.0582845,"about_ca_topic_score_gemma":0.18879198,"teacher_disagreement_score":0.32107386,"about_ca_system_score_codex":0.00080428756,"about_ca_system_score_gemma":0.003437639,"threshold_uncertainty_score":0.999995},"labels":[],"label_agreement":null},{"id":"W2306479649","doi":"10.1371/journal.pone.0152020","title":"The Impact of WHO Essential Medicines Policies on Inappropriate Use of Antibiotics","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"World Health Organization","keywords":"Antibiotics; Antibiotic resistance; Medicine; Christian ministry; Defined daily dose; Diarrhea; Public health; Essential medicines; Environmental health; Drug; Internal medicine; Nursing","score_opus":0.03138926184052564,"score_gpt":0.25572175075730474,"score_spread":0.2243324889167791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306479649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99840856,0.0005251994,0.000028351435,0.00054470106,0.0000677004,0.0001117381,0.000046162444,0.00001265826,0.00025493646],"genre_scores_gemma":[0.9954651,0.0014945547,0.000025623052,0.000018312583,0.000034025023,8.8024876e-8,0.0000028211941,0.000008867396,0.002950581],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934435,0.00007522678,0.0002338742,0.00010359168,0.00005270663,0.00019022258],"domain_scores_gemma":[0.9990862,0.0003312964,0.00017916034,0.00028414238,0.0001075774,0.000011606154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009980011,0.00009689989,0.0002797841,0.000047457044,0.00007375988,0.0000035456717,0.00014920345,0.00011146114,0.00005441228],"category_scores_gemma":[0.00022768062,0.00004044209,0.00008119184,0.00007614622,0.00061367895,0.00003641927,0.00004137638,0.00007423375,0.000033957953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030257774,0.00046419233,0.024468847,0.000039850074,0.00074748945,6.746613e-7,0.00015200187,5.465193e-7,0.9712503,0.0011800611,0.0010742925,0.00031919387],"study_design_scores_gemma":[0.0005342452,0.00045493554,0.06826261,0.000659067,0.00008570001,0.0000011660585,0.000037885577,0.000001329313,0.9297233,0.000098222896,0.000080277096,0.00006125676],"about_ca_topic_score_codex":0.00019712365,"about_ca_topic_score_gemma":0.000020009515,"teacher_disagreement_score":0.043793757,"about_ca_system_score_codex":0.000011221338,"about_ca_system_score_gemma":0.000040646115,"threshold_uncertainty_score":0.22611257},"labels":[],"label_agreement":null},{"id":"W2308684218","doi":"10.5539/gjhs.v8n11p150","title":"Prevalence and Causes of Self Medication among Medical Students of Kerman University of Medical Sciences, Kerman, Iran","year":2016,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Kerman University of Medical Sciences; University of Bahrain; Arabian Gulf University","keywords":"Self-medication; Medicine; Cross-sectional study; Analysis of variance; Family medicine; Traditional medicine; Internal medicine","score_opus":0.016760900122798465,"score_gpt":0.3202298352214564,"score_spread":0.30346893509865797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308684218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936997,0.0036920374,0.00042535042,0.0017699182,0.0002720906,0.00006719003,0.000011074453,0.000003784765,0.000058800248],"genre_scores_gemma":[0.9929539,0.006829585,0.00013550883,0.00005052564,0.000008975746,2.2059956e-8,1.5979462e-7,0.0000010615325,0.000020238256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978888,0.00014828514,0.0005680043,0.00016583454,0.000986348,0.00024274595],"domain_scores_gemma":[0.9985585,0.00009204044,0.0009057216,0.00012144897,0.00018155268,0.00014072798],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0044756187,0.00006845668,0.0003035523,0.00009596045,0.0001764499,0.000003256056,0.001289494,0.00011691925,0.0001095906],"category_scores_gemma":[0.0002598895,0.000042984593,0.000038218604,0.00032729362,0.00560134,0.00019537815,0.00021234162,0.000118048796,0.0000022740246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000400014,0.0001769923,0.9918802,0.00020178487,0.000029600185,0.000009496227,0.00023397992,2.1773799e-7,0.0022125996,0.0010099814,0.0003979899,0.0038071733],"study_design_scores_gemma":[0.0009674401,0.00041298143,0.994293,0.0016015267,0.000020806867,0.00023617147,0.00027404993,0.000004144408,0.001917213,0.000073514355,0.00015260198,0.000046580342],"about_ca_topic_score_codex":0.00022854701,"about_ca_topic_score_gemma":0.00006895214,"teacher_disagreement_score":0.00542489,"about_ca_system_score_codex":0.000059633265,"about_ca_system_score_gemma":0.0018228039,"threshold_uncertainty_score":0.9971048},"labels":[],"label_agreement":null},{"id":"W2309649895","doi":"","title":"Regional Comparison Of Outpatient Systemic Antibiotic Use in Canada From 2001-2006 Using Defined Daily Doses (DDD)","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Defined daily dose; Medical prescription; Pharmacology","score_opus":0.03672403867747802,"score_gpt":0.24334215948533006,"score_spread":0.20661812080785202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309649895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926061,0.0063080876,0.000039055656,0.000027577998,0.0005050931,0.0001538891,0.00021917818,0.000018454877,0.00012257494],"genre_scores_gemma":[0.9990479,0.000074424184,0.0004923206,0.00008107323,0.000030628613,4.564537e-7,0.00009971056,0.00001647564,0.00015704542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826854,0.00022259093,0.0006575411,0.0003108788,0.0000952785,0.0004451545],"domain_scores_gemma":[0.9989122,0.0003641005,0.00036024977,0.00021826531,0.00011045777,0.000034701603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001280294,0.0001914881,0.0005253951,0.000093021255,0.0001836805,0.0000051216466,0.00017920301,0.00017129598,0.000026326903],"category_scores_gemma":[0.00018166415,0.0001731187,0.00005647352,0.00017723136,0.00015083479,0.000097351665,0.00006210275,0.00026496034,0.000013473837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016267596,0.00013060417,0.93815655,0.00006537229,0.00006850323,0.00004107837,0.0015976668,0.0008652335,0.054008283,0.00001722011,0.0048014056,0.00008542536],"study_design_scores_gemma":[0.004676055,0.00036333047,0.84875935,0.005239253,0.00018108843,0.0002610483,0.031975422,0.0010185721,0.10345049,0.000012643708,0.0028527814,0.0012099699],"about_ca_topic_score_codex":0.88319695,"about_ca_topic_score_gemma":0.6250558,"teacher_disagreement_score":0.25814116,"about_ca_system_score_codex":0.00020917477,"about_ca_system_score_gemma":0.00065746147,"threshold_uncertainty_score":0.7059576},"labels":[],"label_agreement":null},{"id":"W2313415451","doi":"10.1097/01.eem.0000405488.16417.54","title":"Breaking News: Putting the Bedbug-MRSA Connection in Perspective","year":2011,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transmission (telecommunications); Medicine; Telecommunications","score_opus":0.042377559863525864,"score_gpt":0.2907808200264966,"score_spread":0.2484032601629707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313415451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68827266,0.030903326,0.0011198588,0.008439588,0.010662097,0.0006709686,0.0000038486596,0.00016090287,0.2597668],"genre_scores_gemma":[0.99194634,0.0014430956,0.000042130723,0.00024038432,0.00030751998,0.000006922264,0.000008946883,0.000015728188,0.0059889117],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99869454,0.00019143644,0.0004246962,0.0003088966,0.00004461188,0.00033579918],"domain_scores_gemma":[0.99939483,0.0000691547,0.00016411883,0.00027453803,0.000077528304,0.000019832407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003526528,0.00016098462,0.00024375082,0.000104242805,0.0002028804,0.0000011690662,0.00021648599,0.00014569002,0.006923006],"category_scores_gemma":[0.0003240377,0.000097086035,0.00006556478,0.00031430722,0.0002126657,0.00007074971,0.00004231976,0.0003556695,0.00021099695],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005010452,0.000658022,0.25303394,0.0001215372,0.000710033,0.000061182145,0.14551899,0.0000074472346,0.24759589,0.06036322,0.26129153,0.030137146],"study_design_scores_gemma":[0.005488486,0.0011676315,0.41001135,0.00096253946,0.00037607842,0.00012962158,0.26319453,0.00002637072,0.01306444,0.016994733,0.28770825,0.0008759366],"about_ca_topic_score_codex":0.019385282,"about_ca_topic_score_gemma":0.0085128,"teacher_disagreement_score":0.30367374,"about_ca_system_score_codex":0.00005028787,"about_ca_system_score_gemma":0.00003095536,"threshold_uncertainty_score":0.9939848},"labels":[],"label_agreement":null},{"id":"W2315313516","doi":"10.1097/sa.0000000000000059","title":"Universal Glove and Gown Use and Acquisition of Antibiotic-Resistant Bacteria in the ICU","year":2014,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Antibiotics; Intensive care medicine; Microbiology","score_opus":0.015641826349077292,"score_gpt":0.21801029915781422,"score_spread":0.20236847280873693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315313516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988887,0.000730647,0.000016787379,0.0000921065,0.000059548303,0.000098758916,0.000027623539,0.000005180185,0.00008065233],"genre_scores_gemma":[0.9995098,0.00022489514,0.000061078295,0.0000873269,0.0000047501703,1.6270604e-7,0.000045872763,0.0000054678217,0.00006064167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815345,0.0012227442,0.00024044444,0.00019264224,0.000020624053,0.00017009245],"domain_scores_gemma":[0.9986293,0.0009559131,0.00014719013,0.00019824179,0.00005908053,0.000010322239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009343915,0.00010744164,0.00034176034,0.00007202896,0.00004513209,0.0000049430587,0.00012491696,0.00020868078,0.000022142382],"category_scores_gemma":[0.00017033312,0.00007169709,0.000023582896,0.00009547179,0.0007249957,0.000054189528,0.000035721125,0.00009696319,0.000004036019],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008817051,0.000094998155,0.75709593,0.00006324391,0.000041128038,0.0000068338027,0.00046122557,5.4787495e-7,0.23734516,0.0031202044,0.00011104245,0.00077795977],"study_design_scores_gemma":[0.00060163357,0.0005221162,0.9901208,0.00004664416,0.000016824488,0.000033058073,0.00020608937,0.0000022830056,0.0077756047,0.0000789911,0.00051833875,0.00007757543],"about_ca_topic_score_codex":0.002020815,"about_ca_topic_score_gemma":0.0010665726,"teacher_disagreement_score":0.23302488,"about_ca_system_score_codex":0.000004341226,"about_ca_system_score_gemma":0.000020850788,"threshold_uncertainty_score":0.30548814},"labels":[],"label_agreement":null},{"id":"W2320299146","doi":"","title":"Specific Spectrum Activity of AFN-1252 against Bacterial Pathogens Isolated from Patients in Canadian Hospitals: CANWARD 2007","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Biology; Microbiology","score_opus":0.006160476158014402,"score_gpt":0.1922459600596859,"score_spread":0.18608548390167148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320299146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99406743,0.00077489606,0.000006423307,0.000066770175,0.0013367941,0.00020291211,0.0010706761,0.00002670773,0.002447374],"genre_scores_gemma":[0.99897677,0.00031663108,0.000052274623,0.000047925536,0.000110041896,0.0000014791468,0.00026797218,0.000022056412,0.00020486879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983408,0.0001800401,0.0003716547,0.0003650427,0.00005380417,0.00068869005],"domain_scores_gemma":[0.999325,0.00008307771,0.00019235862,0.00023684154,0.00007517898,0.00008756622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016903791,0.00020927143,0.00039418496,0.00015820735,0.00020388539,0.000006548277,0.00019548851,0.00031297092,0.00024912733],"category_scores_gemma":[0.00010613457,0.00020175945,0.00008161899,0.00019033148,0.00017729381,0.00010865883,0.000050544764,0.000300428,0.00013463444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005706431,0.00029800425,0.7822523,0.000024694506,0.00013624827,0.00015875426,0.0040364396,0.000013817583,0.20554642,0.000012830742,0.004727546,0.0022222954],"study_design_scores_gemma":[0.0018866353,0.00024061119,0.90632296,0.00023251139,0.00001740616,0.000005308144,0.0005545903,0.0000065409968,0.078242354,0.000011623541,0.012058451,0.00042101624],"about_ca_topic_score_codex":0.23010518,"about_ca_topic_score_gemma":0.14874935,"teacher_disagreement_score":0.12730408,"about_ca_system_score_codex":0.00013629194,"about_ca_system_score_gemma":0.00023928375,"threshold_uncertainty_score":0.86678374},"labels":[],"label_agreement":null},{"id":"W2321181691","doi":"10.2533/chimia.2013.269","title":"Preventing Antibiotic Resistance by Switching off its Activity","year":2014,"lang":"en","type":"article","venue":"CHIMIA International Journal for Chemistry","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Antibiotic resistance; Commission; Resistance (ecology); Order (exchange); Business; Antibiotics; Biotechnology; Engineering ethics; Engineering; Microbiology; Biology; Finance","score_opus":0.007769286637817352,"score_gpt":0.2594934650879293,"score_spread":0.25172417845011197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321181691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848706,0.0022514586,0.004734816,0.0010067042,0.0020384362,0.000093055474,0.00004940506,0.000042852676,0.004912668],"genre_scores_gemma":[0.9754762,0.0001936618,0.00019313626,0.000110193716,0.00037455824,0.0000014068914,0.000046774938,0.000020107,0.023583932],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990565,0.000037859645,0.00027950553,0.00024642242,0.000094298695,0.00028540546],"domain_scores_gemma":[0.9991819,0.00013202721,0.00032477442,0.00012974528,0.00019289088,0.000038664886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033525677,0.00016176692,0.00019653767,0.000028100256,0.00030744783,0.00007108406,0.00048534683,0.00018081424,0.00016788946],"category_scores_gemma":[0.00033249488,0.00014465737,0.0001748955,0.00003681997,0.000049915197,0.00014447144,0.000060198578,0.00042109875,0.000038670336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017099544,0.00009611184,0.0004648799,0.000075525466,0.00023926923,0.0000030930587,0.000047033816,0.00000308346,0.9807668,0.000097412,0.013880424,0.0041554053],"study_design_scores_gemma":[0.0011303612,0.000017120368,0.0005864739,0.00031711892,0.000032674387,0.00012947747,0.00003931823,0.00005109729,0.8885431,0.00023598749,0.10872946,0.00018779727],"about_ca_topic_score_codex":0.0000015342581,"about_ca_topic_score_gemma":0.0000024104825,"teacher_disagreement_score":0.094849035,"about_ca_system_score_codex":0.000080499834,"about_ca_system_score_gemma":0.00005072774,"threshold_uncertainty_score":0.58989567},"labels":[],"label_agreement":null},{"id":"W2321663035","doi":"10.7748/ns2003.07.17.45.47.c3424","title":"MRSA: an infection control overview","year":2003,"lang":"en","type":"review","venue":"Nursing Standard","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Infection control; Medicine; Intensive care medicine","score_opus":0.044501630740354486,"score_gpt":0.3634916640826873,"score_spread":0.3189900333423328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321663035","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005162695,0.99075276,0.00147628,0.000017828846,0.0029100983,0.00048332394,0.00020322182,0.00011737111,0.0040339483],"genre_scores_gemma":[0.000048431935,0.99660367,0.000062899795,0.000047464477,0.0000908668,0.000008298729,0.00017985115,0.000057062196,0.002901454],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979248,0.00064358796,0.00047787608,0.00047178083,0.000058355785,0.00042361708],"domain_scores_gemma":[0.999045,0.0000728501,0.00030522727,0.00046525087,0.00007636523,0.000035263292],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032105896,0.00041528276,0.0016152909,0.0001348763,0.0002902114,0.000036760837,0.00016257868,0.00086806505,0.0004884625],"category_scores_gemma":[0.000030895368,0.00032085518,0.00041326237,0.00019868591,0.00026035536,0.00008305378,0.000007469608,0.0005988191,0.0003900002],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003367977,0.000100085934,0.0000042786705,0.00288497,0.00028304,0.0000064932146,0.00004612154,2.1339925e-7,0.00000987815,0.0016807774,0.0100209,0.98492956],"study_design_scores_gemma":[0.0005747165,0.0002216217,0.0000052412993,0.02219634,0.0012726038,0.00009080941,0.000009303138,6.5913156e-8,0.000012485316,0.00012757351,0.97514254,0.00034668652],"about_ca_topic_score_codex":0.000015996611,"about_ca_topic_score_gemma":0.000013096085,"teacher_disagreement_score":0.9845829,"about_ca_system_score_codex":0.00029690206,"about_ca_system_score_gemma":0.00033300673,"threshold_uncertainty_score":0.99992436},"labels":[],"label_agreement":null},{"id":"W2328053468","doi":"10.2174/1574885511308010005","title":"Comparison of Gentamicin Ointment to Mupirocin Ointment for Prevention of Peritoneal Dialysis Catheter-Related Infections","year":2013,"lang":"en","type":"article","venue":"Current Drug Therapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Mupirocin; Medicine; Gentamicin; Peritonitis; Peritoneal dialysis; Surgery; Catheter; Internal medicine; Antibiotics; Staphylococcus aureus; Microbiology; Methicillin-resistant Staphylococcus aureus","score_opus":0.02966871311604314,"score_gpt":0.33951039389833015,"score_spread":0.309841680782287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328053468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894582,0.0060263355,0.002142942,0.00021150071,0.00093481044,0.0011248467,0.000032840424,0.000024320663,0.000044196866],"genre_scores_gemma":[0.99841845,0.0005042065,0.00013761735,0.000009890767,0.000020811705,0.00008077772,0.0001165558,0.00001271996,0.00069897453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99891,0.00012436968,0.0005118277,0.00021184424,0.00004128116,0.00020066298],"domain_scores_gemma":[0.99931824,0.000069072936,0.0002544396,0.00022393125,0.0001110577,0.000023236711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012260907,0.00014687995,0.00039575866,0.000119126526,0.00009801453,0.000005075868,0.00012601989,0.00008175107,0.00036395752],"category_scores_gemma":[0.000010012694,0.00011697248,0.0002441441,0.00013214913,0.00009774557,0.00004206057,0.000027741748,0.000098535325,0.000080935584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001888764,0.0057434803,0.015022943,0.00013942605,0.0008811973,5.211323e-8,0.0068261526,0.0001031067,0.77960527,0.000518455,0.007937146,0.1830339],"study_design_scores_gemma":[0.003419149,0.0030722066,0.010750413,0.00026779942,0.00017353354,0.0000015017417,0.0013620451,0.00006737947,0.95288676,0.00045784816,0.027244546,0.00029680095],"about_ca_topic_score_codex":0.00012747639,"about_ca_topic_score_gemma":0.000030585798,"teacher_disagreement_score":0.1827371,"about_ca_system_score_codex":0.000044388726,"about_ca_system_score_gemma":0.00002553042,"threshold_uncertainty_score":0.47699994},"labels":[],"label_agreement":null},{"id":"W2328602098","doi":"10.2165/11596440-000000000-00000","title":"Antimicrobial Stewardship","year":2011,"lang":"en","type":"editorial","venue":"Drugs & Aging","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Medicine; Antimicrobial stewardship; Pharmacotherapy; Antimicrobial; Intensive care medicine; Traditional medicine; Antibiotics; Internal medicine; Microbiology; Antibiotic resistance; Biology","score_opus":0.0074061722877932544,"score_gpt":0.22896930475941327,"score_spread":0.22156313247162002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328602098","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025703167,0.0055901045,0.00004670724,0.000060564635,0.97394377,0.00016721434,0.0001948217,0.00020090457,0.017225618],"genre_scores_gemma":[0.061017048,0.0013359099,0.00013167766,0.00021529592,0.84632164,0.000006711587,0.0020094288,0.0001730931,0.0887892],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811435,0.00015729581,0.00038443413,0.0006136454,0.000083173254,0.0006471127],"domain_scores_gemma":[0.9987865,0.0002638764,0.00027290825,0.00052129757,0.00012689509,0.000028496137],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032024735,0.00041591056,0.00060659664,0.0001536659,0.0002639318,0.000035820194,0.0005919033,0.0015268337,0.0005326722],"category_scores_gemma":[0.000107587075,0.00037173097,0.00023054359,0.00010715632,0.00026583197,0.000072123956,0.00019755204,0.0014234914,0.0028654397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005679641,0.00006241204,0.000030157149,0.00017757645,0.00023088687,0.000025611043,0.001865838,1.0086938e-7,0.004368019,0.000066204746,0.9919434,0.0011730043],"study_design_scores_gemma":[0.00068429887,0.000025794576,0.000024005,0.0005383176,0.00014940159,0.000006215401,0.00008122296,6.629481e-8,0.009564244,0.000042750627,0.98842937,0.00045434272],"about_ca_topic_score_codex":0.0006194359,"about_ca_topic_score_gemma":0.000046636753,"teacher_disagreement_score":0.12762211,"about_ca_system_score_codex":0.00006029844,"about_ca_system_score_gemma":0.00024731157,"threshold_uncertainty_score":0.99987346},"labels":[],"label_agreement":null},{"id":"W2330965877","doi":"10.1017/s0950268816000613","title":"Burden of community-onset bloodstream infections, Western Interior, British Columbia, Canada","year":2016,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta; Royal Inland Hospital; University of Calgary","funders":"","keywords":"Medicine; Incidence (geometry); Epidemiology; Population; Bloodstream infection; Demography; Pediatrics; Bacteremia; Internal medicine; Environmental health; Biology","score_opus":0.014191830634107016,"score_gpt":0.2492786990465205,"score_spread":0.2350868684124135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330965877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99654084,0.0011941311,0.00044356278,0.00050980755,0.0007695534,0.00009821394,0.0000608846,0.000039469054,0.00034355937],"genre_scores_gemma":[0.9934104,0.001478133,0.000009958513,0.0003065107,0.00003556568,0.0000058037917,0.00003161795,0.0000078758185,0.0047141113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800885,0.0011726824,0.00040551607,0.00015194698,0.000012910369,0.0002480925],"domain_scores_gemma":[0.99838036,0.0011132363,0.00021396445,0.00020593214,0.0000592116,0.000027308002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069308555,0.00009496228,0.00039205645,0.000033673456,0.00037633663,0.0000056573385,0.00007420796,0.00028079658,0.00034987554],"category_scores_gemma":[0.0007939247,0.00009574592,0.000053685035,0.000065307846,0.0005125186,0.000077028584,0.00007102808,0.0002959442,0.000020804986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000134019965,0.000048566017,0.9648692,0.000037932106,0.0001350284,0.0000013082996,0.00005975514,5.2917125e-7,0.004967462,0.000025819338,0.017132726,0.012708286],"study_design_scores_gemma":[0.00074957387,0.0003532238,0.9503605,0.00022985024,0.000053466185,0.00040280135,0.00010793451,3.3180962e-7,0.0013019381,0.00047293052,0.045822576,0.00014488885],"about_ca_topic_score_codex":0.9643232,"about_ca_topic_score_gemma":0.97897553,"teacher_disagreement_score":0.028689848,"about_ca_system_score_codex":0.000043045216,"about_ca_system_score_gemma":0.000093489405,"threshold_uncertainty_score":0.39044052},"labels":[],"label_agreement":null},{"id":"W2335046407","doi":"10.4997/jrcpe.2013.204","title":"Improving the use of sputum cultures in lower respiratory tract infection","year":2013,"lang":"en","type":"article","venue":"The Journal of the Royal College of Physicians of Edinburgh","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Sputum; Medicine; Lower respiratory tract infection; Workload; Respiratory tract; Respiratory tract infections; Confidence interval; Sputum culture; Sampling (signal processing); Intensive care medicine; Internal medicine; Emergency medicine; Respiratory system; Tuberculosis; Pathology","score_opus":0.013540358486959062,"score_gpt":0.2236158917513446,"score_spread":0.21007553326438555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335046407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970641,0.0010855456,0.000039128252,0.000520181,0.0008408492,0.00022210131,0.000018352912,0.000002273039,0.00020747421],"genre_scores_gemma":[0.99824125,0.000053575324,0.000015192549,0.00012802266,0.000113235685,6.907043e-7,2.0042529e-7,0.000007695612,0.001440158],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988331,0.00025164723,0.00057705835,0.00006750607,0.00010521587,0.00016545011],"domain_scores_gemma":[0.9979766,0.00035114598,0.0011074037,0.00030233825,0.00025493582,0.000007596662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000546513,0.00012096538,0.00035201106,0.00006488694,0.00011280471,0.000004200654,0.00046280285,0.0001122744,0.00010405505],"category_scores_gemma":[0.00016083903,0.00005318908,0.0002562869,0.00020837536,0.00045511752,0.00013910017,0.000079733254,0.00043866452,0.0000012678813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000508567,0.0006353146,0.006252474,0.00004160496,0.00030857234,0.0000017917416,0.0010425382,0.0027459408,0.90279025,0.00016857657,0.08463161,0.00087276945],"study_design_scores_gemma":[0.0028417185,0.0017895775,0.24126492,0.0017050053,0.0006524806,0.00003416965,0.0027572052,0.00017724172,0.7350687,0.0012338553,0.012151723,0.0003234025],"about_ca_topic_score_codex":0.00061071967,"about_ca_topic_score_gemma":0.000068497684,"teacher_disagreement_score":0.23501246,"about_ca_system_score_codex":0.000024736606,"about_ca_system_score_gemma":0.00007844484,"threshold_uncertainty_score":0.21689877},"labels":[],"label_agreement":null},{"id":"W2336291304","doi":"10.1186/s12879-016-1512-4","title":"Antibiotic prescribing patterns in the pediatric emergency department at Georgetown Public Hospital Corporation: a retrospective chart review","year":2016,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Formulary; Medical prescription; Emergency department; Antibiotics; Retrospective cohort study; Emergency medicine; Pediatrics; Public health; Family medicine; Internal medicine","score_opus":0.012871699740372817,"score_gpt":0.22890143558870568,"score_spread":0.21602973584833288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336291304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620223,0.033988323,0.00013762241,0.0009831277,0.0010743353,0.0009435086,0.00017852666,0.00010760844,0.00056462886],"genre_scores_gemma":[0.9767346,0.021663167,0.0000016482068,0.00017449213,0.0001500311,0.00004265651,0.000091549424,0.000016799664,0.0011250896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839693,0.0003247713,0.00037766114,0.00040834758,0.000088734116,0.00040357746],"domain_scores_gemma":[0.9991335,0.000095590105,0.00023958931,0.00040055416,0.00009327461,0.00003746898],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019719376,0.00022080865,0.00028848642,0.000087355234,0.00029159075,0.000018435709,0.00021403504,0.00010209069,0.0010227191],"category_scores_gemma":[0.0002592615,0.00012425745,0.00017430708,0.00028414544,0.00009124488,0.0001920005,0.00009074366,0.00010947192,0.0005077956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016935834,0.00044554292,0.9811389,0.00029969096,0.000045670626,0.000011752579,0.00005368254,1.18293805e-7,0.0001946598,0.0006129017,0.0170065,0.00017363724],"study_design_scores_gemma":[0.0007819705,0.00021842013,0.9945214,0.00028159254,0.00016400122,0.000032390053,0.000035794597,2.2775997e-7,0.00013719362,0.00014105927,0.0034452898,0.00024066852],"about_ca_topic_score_codex":0.000028597491,"about_ca_topic_score_gemma":0.0003552268,"teacher_disagreement_score":0.014712249,"about_ca_system_score_codex":0.00015000517,"about_ca_system_score_gemma":0.00008935965,"threshold_uncertainty_score":0.9998905},"labels":[],"label_agreement":null},{"id":"W2337077240","doi":"10.1093/ofid/ofv133.1027","title":"Antimicrobial Stewardship Programs at Pediatric Centres Across Canada: Implementation and Characteristics","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Medicine; Stewardship (theology); Family medicine; Antibiotics; Microbiology; Antibiotic resistance","score_opus":0.013283723034363577,"score_gpt":0.2713192373079966,"score_spread":0.258035514273633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337077240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962854,0.0011326731,0.0000068314694,0.00025181114,0.00074440014,0.000506409,0.0005710188,0.00004583311,0.00045565164],"genre_scores_gemma":[0.9977153,0.00016190858,0.000004655157,0.00031415815,0.000050068673,0.000013068964,0.00074967404,0.0000167072,0.00097443676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989381,0.000078664576,0.00021983725,0.000269614,0.000045974168,0.00044783758],"domain_scores_gemma":[0.9994905,0.000028027594,0.00014865717,0.00015798426,0.00008190129,0.0000929148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007665917,0.00016305271,0.00022944271,0.000016467522,0.0004310928,0.00011422235,0.00017212458,0.000080232436,0.00010294895],"category_scores_gemma":[0.000031679927,0.00014200874,0.000033946675,0.000092352915,0.00010138152,0.00014915012,0.00038539575,0.000077703626,0.000053622054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011904389,0.00014577476,0.9567572,0.000037464113,0.00006740679,0.0000148104955,0.00014607975,3.3192953e-7,0.00018135592,0.00009752334,0.03629765,0.0061353897],"study_design_scores_gemma":[0.004864688,0.0003535073,0.91646314,0.00003998504,0.00025243225,0.00012297861,0.0026749792,9.606525e-7,0.00228189,0.000082047896,0.07229019,0.00057321484],"about_ca_topic_score_codex":0.1304916,"about_ca_topic_score_gemma":0.50343406,"teacher_disagreement_score":0.37294245,"about_ca_system_score_codex":0.00015861046,"about_ca_system_score_gemma":0.00035472022,"threshold_uncertainty_score":0.87529856},"labels":[],"label_agreement":null},{"id":"W2338356240","doi":"10.1155/2000/702980","title":"Appropriateness of Omeprazole Prescribing in Quebec’s Senior Population","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Omeprazole; Formulary; Medicine; Medical prescription; Population; Retrospective cohort study; Internal medicine; Family medicine; Pharmacology; Environmental health","score_opus":0.006855186108417362,"score_gpt":0.19671185080515255,"score_spread":0.18985666469673518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338356240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99839014,0.0005714938,0.000048602524,0.00032786123,0.00037941948,0.000058838155,0.000010235101,0.000002129091,0.00021127569],"genre_scores_gemma":[0.9987955,0.000028688617,0.000055702738,0.00011103932,0.000028324454,3.6137484e-7,0.00001046469,0.0000075819166,0.000962314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998935,0.00016509065,0.00045766326,0.00009888346,0.000021562117,0.0003218285],"domain_scores_gemma":[0.9995611,0.000017130364,0.00019813019,0.00010700592,0.00005580331,0.000060874525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020234541,0.000087684,0.0003153478,0.00026440516,0.000041907417,0.0000051363563,0.00017442506,0.00013485708,0.00069217716],"category_scores_gemma":[0.000022620316,0.00007718341,0.00007205769,0.00007416741,0.00014235292,0.00009194789,0.0000052607274,0.00022571512,0.000016923716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009419223,0.00006179581,0.9792586,0.0000331309,0.0001135909,0.00012272804,0.0007424448,0.0005733441,0.010934985,0.00012052706,0.0007624483,0.006334464],"study_design_scores_gemma":[0.002147101,0.00053671363,0.9905358,0.00017528735,0.000037716403,0.0004720521,0.00031291394,0.000008246104,0.0015383655,0.00007631638,0.0040781465,0.00008132572],"about_ca_topic_score_codex":0.075936995,"about_ca_topic_score_gemma":0.47404695,"teacher_disagreement_score":0.39810994,"about_ca_system_score_codex":0.000066574874,"about_ca_system_score_gemma":0.00017005157,"threshold_uncertainty_score":0.93021643},"labels":[],"label_agreement":null},{"id":"W2339957501","doi":"10.1093/ofid/ofv133.1388","title":"The Effect of Inadequate Initial Antimicrobial Treatment on Mortality in Critically Ill Patients With Bloodstream Infections","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Antimicrobial; Bloodstream infection; Pathogenic organism; Microbiology","score_opus":0.009935581333892366,"score_gpt":0.2769789945968481,"score_spread":0.2670434132629557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339957501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931504,0.00010983417,0.000007734338,0.00015005602,0.00035706197,0.0008612424,0.00016903332,0.000031982392,0.0051626423],"genre_scores_gemma":[0.9994439,0.000025524041,0.0000015727582,0.0001853949,0.0000116743195,0.00004724214,0.00011416431,0.000015677952,0.00015483382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987766,0.00032432372,0.00025710836,0.00025160777,0.000053489217,0.00033688048],"domain_scores_gemma":[0.99903935,0.00026198165,0.00010836835,0.000306498,0.00022995986,0.000053867876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001161676,0.00020862585,0.00033959758,0.00006490742,0.00028426238,0.000049450573,0.00019333929,0.000101537684,0.00002737319],"category_scores_gemma":[0.00035717568,0.00011662702,0.0000828715,0.00016130478,0.00037426053,0.00012559452,0.0000988839,0.000118290336,0.00006309177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009573451,0.0017716016,0.99303395,0.000016375941,0.00027612067,0.0000067517044,0.000042029787,0.00003635752,0.00007873128,0.000438824,0.0008275204,0.0025143742],"study_design_scores_gemma":[0.024940087,0.024619322,0.91229177,0.00033010173,0.0006331639,0.000016854563,0.0002381899,0.0000034266395,0.032216076,0.00038540285,0.0037806851,0.0005448972],"about_ca_topic_score_codex":0.001985322,"about_ca_topic_score_gemma":0.0034646087,"teacher_disagreement_score":0.08074217,"about_ca_system_score_codex":0.00010021131,"about_ca_system_score_gemma":0.00014358357,"threshold_uncertainty_score":0.47559118},"labels":[],"label_agreement":null},{"id":"W2341970766","doi":"10.1371/journal.pone.0138216","title":"Determinants of the Final Size and Case Rate of Nosocomial Outbreaks","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Queen's University; Memorial University of Newfoundland","funders":"National Center for Advancing Translational Sciences; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada Research Chairs; California HIV/AIDS Research Program; Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Transmission (telecommunications); Pathogen; Biology; Infectivity; Salmonella; Veterinary medicine; Virology; Microbiology; Medicine; Virus; Bacteria; Telecommunications","score_opus":0.05279430163572228,"score_gpt":0.23908399575603675,"score_spread":0.1862896941203145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341970766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99878705,0.0006387245,0.0000010943438,0.0000772929,0.000068155314,0.00009326246,0.00002424663,0.000004325748,0.00030584243],"genre_scores_gemma":[0.9975922,0.000025722247,0.00007341356,0.000033730594,0.000010887778,6.691424e-7,5.9174357e-7,0.0000037885954,0.0022589737],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995892,0.000077229866,0.00014618022,0.00007842431,0.000017396856,0.00009156566],"domain_scores_gemma":[0.9995996,0.00009306705,0.00010079967,0.00014225153,0.000053583026,0.000010725734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011069055,0.00005357298,0.00018685039,0.000010048352,0.00003780216,0.0000013089937,0.00007374096,0.000084046376,0.00002579987],"category_scores_gemma":[0.00014412514,0.000033783825,0.000025630812,0.000032861644,0.00025070182,0.00001688506,0.00005934941,0.000075587304,0.000011062086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003473788,0.0006894176,0.09635875,0.00015217731,0.00019172193,0.000059612594,0.0008760247,1.7222587e-7,0.90053207,0.000087615874,0.00034070466,0.00036438755],"study_design_scores_gemma":[0.0013047967,0.00015307115,0.029586306,0.00017770489,0.00013523699,0.0001355062,0.00022528836,0.000003301079,0.96802574,0.00010387732,0.00008550069,0.00006366627],"about_ca_topic_score_codex":0.00012428273,"about_ca_topic_score_gemma":0.00009858848,"teacher_disagreement_score":0.0674937,"about_ca_system_score_codex":0.0000036427161,"about_ca_system_score_gemma":0.00003694884,"threshold_uncertainty_score":0.13776644},"labels":[],"label_agreement":null},{"id":"W2342024596","doi":"10.1093/ofid/ofv133.16","title":"An Antimicrobial Prescription Optimization System Improves the Adequacy of Antibacterial Dosage in Obese Inpatients","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial; Medical prescription; Internal medicine; Intensive care medicine; Pharmacology; Microbiology","score_opus":0.009487527539313312,"score_gpt":0.24559539645067296,"score_spread":0.23610786891135965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342024596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99556494,0.0003312977,0.00049039023,0.000045999674,0.0011905909,0.00079134066,0.00011645399,0.00005232381,0.0014166625],"genre_scores_gemma":[0.9994167,0.000032770127,0.000027349077,0.00006345925,0.000029802486,0.000014530589,0.00027340688,0.000016438811,0.0001255441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988239,0.0003018092,0.00033390583,0.00024681806,0.00004401831,0.00024957443],"domain_scores_gemma":[0.9992898,0.000025780566,0.00022439501,0.00032369155,0.00009961127,0.000036722453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001647304,0.00014703983,0.00026316714,0.00008264786,0.00016164398,0.000083202576,0.00038150742,0.00013311034,0.000037136117],"category_scores_gemma":[0.00006047431,0.00010445908,0.00005414065,0.00017277664,0.00015987927,0.0005368325,0.0001668231,0.00009707708,0.000028973349],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003881927,0.004248345,0.734513,0.00042264425,0.00034660386,0.000017019362,0.0019732239,0.0065609263,0.23472029,0.002945799,0.0067711566,0.003599055],"study_design_scores_gemma":[0.051403098,0.008180121,0.6424252,0.0034922345,0.0011339915,0.00022479943,0.01880303,0.004175507,0.26202145,0.0007061402,0.0045380522,0.0028963832],"about_ca_topic_score_codex":0.001386768,"about_ca_topic_score_gemma":0.00031304243,"teacher_disagreement_score":0.09208782,"about_ca_system_score_codex":0.000065483866,"about_ca_system_score_gemma":0.00013709435,"threshold_uncertainty_score":0.42597178},"labels":[],"label_agreement":null},{"id":"W2342257009","doi":"10.1093/ofid/ofv133.34","title":"What Accounts for a Large Increase in Antibiotic Prescribing by Dentists?","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Interior Health; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Antibiotics; Family medicine; Gerontology; Intensive care medicine; Microbiology","score_opus":0.01457821444235434,"score_gpt":0.2787156710840745,"score_spread":0.26413745664172017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342257009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97218186,0.018569015,0.00037527567,0.00034122381,0.0020983373,0.0017504276,0.0006053393,0.00011183711,0.003966667],"genre_scores_gemma":[0.99362683,0.0002662855,0.000011390559,0.00066943845,0.00001982259,0.000036358026,0.00044112647,0.000029361307,0.0048993886],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859196,0.000118731,0.000269231,0.00039617656,0.000044476787,0.00057941064],"domain_scores_gemma":[0.9993201,0.00009578064,0.00012027591,0.0002948272,0.000083956635,0.00008505434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023327976,0.00020205088,0.00033676592,0.00009160167,0.00024072088,0.00030527182,0.00039452763,0.00016679092,0.00010528167],"category_scores_gemma":[0.00023270528,0.00018253794,0.000090496826,0.00015998399,0.000081324106,0.0010339635,0.0003136024,0.000119581404,0.0002637198],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007075339,0.0019290182,0.70703894,0.000103840444,0.00021244788,0.000027348935,0.00023237453,0.0000048320794,0.0030474665,0.002231573,0.28258413,0.0018804749],"study_design_scores_gemma":[0.07573425,0.0028688307,0.17199303,0.0035942409,0.0009145512,0.00034352374,0.020278232,0.00015719596,0.035459895,0.014086784,0.6705613,0.0040081562],"about_ca_topic_score_codex":0.00093013287,"about_ca_topic_score_gemma":0.001383342,"teacher_disagreement_score":0.5350459,"about_ca_system_score_codex":0.00009209882,"about_ca_system_score_gemma":0.00018224929,"threshold_uncertainty_score":0.74436814},"labels":[],"label_agreement":null},{"id":"W2343258044","doi":"10.1177/0897190015623883","title":"Pharmacists’ Perceptions Regarding Optimization of Antibiotic Prescribing in the Community","year":2016,"lang":"en","type":"article","venue":"Journal of Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Antibiotics; Community practice; Community pharmacy; Perception; Family medicine; Intensive care medicine; Pharmacy; Microbiology","score_opus":0.04724971982959214,"score_gpt":0.343152262309809,"score_spread":0.29590254248021686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343258044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766417,0.0024087187,0.011579603,0.0043337718,0.000762421,0.00018875943,0.00001027601,0.000010721012,0.004063986],"genre_scores_gemma":[0.99637496,0.002138322,0.00093446247,0.0002917868,0.000054035623,2.5256819e-7,0.000001372848,0.000007932972,0.00019689596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99749726,0.0016970886,0.0005039607,0.00006597013,0.00007947821,0.0001562193],"domain_scores_gemma":[0.9973367,0.0015107219,0.0007204614,0.00017174649,0.00024578703,0.000014576563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019390832,0.00009041357,0.00019842778,0.00012353962,0.00018199389,0.000013286592,0.00037000424,0.000047423844,0.00022611357],"category_scores_gemma":[0.0010665292,0.00004844363,0.00009334487,0.00017384083,0.00015182578,0.00073279685,0.000041998937,0.0006122406,0.000018609084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011318868,0.0008239097,0.0063503818,0.00006702309,0.00022774743,0.00004241523,0.0037210386,0.00057588157,0.97844815,0.0001432197,0.0039595705,0.0045087705],"study_design_scores_gemma":[0.047495358,0.0012654653,0.018286502,0.003045799,0.0028034628,0.013949248,0.05036403,0.00048731518,0.7410854,0.0002232693,0.12001018,0.0009839296],"about_ca_topic_score_codex":0.00003103936,"about_ca_topic_score_gemma":0.0000022150975,"teacher_disagreement_score":0.23736271,"about_ca_system_score_codex":0.000039824172,"about_ca_system_score_gemma":0.000071205104,"threshold_uncertainty_score":0.26599148},"labels":[],"label_agreement":null},{"id":"W2343334351","doi":"10.1093/ofid/ofv133.1358","title":"Re-evaluation of Hospital Screening and Transmission Control Programs for Extended-Spectrum β-Lactamase-Producing Enterobacteriaceae in Toronto","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Enterobacteriaceae; Transmission (telecommunications); Carbapenem-resistant enterobacteriaceae; Enterobacteriaceae Infections; Pathogenic organism; Infection control; Pediatrics; Microbiology; Intensive care medicine; Escherichia coli; Telecommunications; Biology; Computer science; Genetics","score_opus":0.01828953579649915,"score_gpt":0.28692434109803866,"score_spread":0.2686348053015395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343334351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850112,0.007889349,0.00222159,0.00042043833,0.00037945356,0.0023845602,0.000057218625,0.000043603253,0.0015925474],"genre_scores_gemma":[0.99948025,0.00005932644,0.00008237683,0.000040526287,0.000015959222,0.000086830594,0.000116890136,0.00001615106,0.000101671576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989331,0.00016361118,0.00025778744,0.0003156469,0.00005924071,0.000270627],"domain_scores_gemma":[0.99946886,0.000046808993,0.00014385121,0.00017799571,0.000113186026,0.000049279854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004910462,0.00014251952,0.0002928506,0.000036413978,0.000111242516,0.00004619922,0.00013084638,0.00010040192,0.00007756816],"category_scores_gemma":[0.000106661675,0.000120531426,0.00006473877,0.00005231122,0.00009047119,0.00033609054,0.000053781307,0.00005666301,0.000002251437],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024710146,0.0020454545,0.86961305,0.00015695617,0.0003746739,0.0000028902814,0.0014529128,0.000042219104,0.003637624,0.00084748154,0.001626715,0.11772903],"study_design_scores_gemma":[0.06146983,0.008882553,0.88150746,0.0019544763,0.0013936558,0.00002384214,0.016897254,0.0009287954,0.01000504,0.0067274394,0.008881851,0.0013278171],"about_ca_topic_score_codex":0.0015779585,"about_ca_topic_score_gemma":0.0029921345,"teacher_disagreement_score":0.11640122,"about_ca_system_score_codex":0.00011047141,"about_ca_system_score_gemma":0.000098840144,"threshold_uncertainty_score":0.4915129},"labels":[],"label_agreement":null},{"id":"W2344585127","doi":"10.1093/ofid/ofv133.48","title":"How to Measure Antibiotic Resistance Using Empiric Therapy Indices","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Measure (data warehouse); Antibiotic resistance; Empiric therapy; Antibiotic therapy; Antibiotics; Intensive care medicine; Microbiology; Data mining; Alternative medicine; Pathology","score_opus":0.0423713550915855,"score_gpt":0.292576555471529,"score_spread":0.2502052003799435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344585127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95716625,0.021817384,0.0006396586,0.0022683071,0.0013587434,0.0012354465,0.000115845614,0.00020665656,0.0151917115],"genre_scores_gemma":[0.9914578,0.000095893374,0.00007853458,0.0011580884,0.000046085745,0.000007889545,0.00003455028,0.00003549458,0.007085651],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985513,0.00019582786,0.00019853252,0.00045660508,0.000087375236,0.00051036465],"domain_scores_gemma":[0.9990517,0.000050767747,0.000154324,0.0004403882,0.0001647018,0.00013810201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017379691,0.0002574266,0.00037872596,0.00013437207,0.00044453237,0.00029946986,0.00054152246,0.00016964767,0.00007166128],"category_scores_gemma":[0.00017335475,0.00020711184,0.000100538804,0.0004033685,0.00016406208,0.00040753782,0.00023167138,0.00014730403,0.0002711306],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017291104,0.0014310497,0.7704075,0.00009273388,0.0009426457,0.00007583327,0.0009788007,0.000049446255,0.039850708,0.0033238262,0.1732407,0.007877609],"study_design_scores_gemma":[0.018976806,0.002644848,0.16209175,0.0016493642,0.00063841615,0.00024257734,0.009333152,0.000008368811,0.09675541,0.0075009526,0.6965033,0.0036550832],"about_ca_topic_score_codex":0.00024686282,"about_ca_topic_score_gemma":0.00069578603,"teacher_disagreement_score":0.60831577,"about_ca_system_score_codex":0.00009646912,"about_ca_system_score_gemma":0.00027850148,"threshold_uncertainty_score":0.84457755},"labels":[],"label_agreement":null},{"id":"W2345358595","doi":"10.1128/aac.00209-16","title":"Systematic Review of Factors Associated with Antibiotic Prescribing for Respiratory Tract Infections","year":2016,"lang":"en","type":"review","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":235,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Antibiotics; Respiratory tract infections; Medical prescription; Odds ratio; Intensive care medicine; MEDLINE; Bronchitis; Antimicrobial stewardship; Pharyngitis; Antibiotic resistance; Internal medicine; Respiratory system","score_opus":0.03785555060714753,"score_gpt":0.29545993077273264,"score_spread":0.2576043801655851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345358595","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095589366,0.99560165,0.0000615892,0.00004045326,0.00022750298,0.0025945513,0.00041748278,0.000043435884,0.000057444642],"genre_scores_gemma":[0.0006684913,0.9975871,0.0000059811314,0.00060673075,0.000023282659,0.000014970287,0.00020258447,0.000074944495,0.0008159227],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.998003,0.00025256304,0.00091557205,0.00043192788,0.000046976274,0.000349983],"domain_scores_gemma":[0.9979899,0.00036758385,0.0011478672,0.00035190117,0.000114570925,0.000028203276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031744875,0.00048984325,0.0027315433,0.00013000089,0.0001897847,0.000017729715,0.00023175305,0.00048706916,0.00007856403],"category_scores_gemma":[0.00012341967,0.00026793228,0.0005341502,0.00017613934,0.0002366253,0.00006674196,0.000027190925,0.00020100204,0.000011122995],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012817967,0.0005198516,0.00014863795,0.9840824,0.0029344317,0.0000015308144,0.00004889023,7.252316e-9,0.00016482704,0.000036490077,0.007271853,0.0047782557],"study_design_scores_gemma":[0.0008048239,0.0002315682,0.00006237631,0.8264521,0.002215717,0.000012153342,0.0000074427317,1.768408e-8,0.00028514868,0.0000014260854,0.16957302,0.00035419938],"about_ca_topic_score_codex":0.000006083898,"about_ca_topic_score_gemma":0.000004082173,"teacher_disagreement_score":0.16230117,"about_ca_system_score_codex":0.000047027454,"about_ca_system_score_gemma":0.00014584963,"threshold_uncertainty_score":0.9999773},"labels":[],"label_agreement":null},{"id":"W2345441666","doi":"","title":"Analysis of Klebsiella pneumoniae bacteremia in Patients from Mexico hospital","year":2016,"lang":"en","type":"article","venue":"Acta Médica Costarricense","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Klebsiella pneumoniae; Bacteremia; Medicine; Klebsiella; Microbiology; Intensive care medicine; Antibiotics; Biology; Escherichia coli","score_opus":0.0038788284158126607,"score_gpt":0.19448700539292607,"score_spread":0.1906081769771134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345441666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978211,0.0003877438,0.00001959509,0.0004111933,0.00030981307,0.00013286884,0.00036141957,0.000024318875,0.00053197227],"genre_scores_gemma":[0.99896723,0.00023135908,0.000021883367,0.00011465965,0.00000897316,0.0000017250724,0.00013406207,0.000013631325,0.00050648546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987193,0.00012862764,0.00039777634,0.00035912247,0.00006504146,0.00033018147],"domain_scores_gemma":[0.9989376,0.00028620058,0.00021803672,0.0004428169,0.000079705846,0.000035662175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010202426,0.0001729946,0.000459909,0.00025993775,0.000045901612,0.0000054788356,0.00026552437,0.00024409036,0.0011580411],"category_scores_gemma":[0.00011923581,0.00011632883,0.00016120005,0.00046536577,0.00019523775,0.00009590143,0.0000799901,0.00013920254,0.00017841673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018758165,0.00035700342,0.86997247,0.0000041323324,0.0009929851,0.0000060838775,0.00027561813,2.500493e-7,0.123861045,0.000021601607,0.0018251286,0.0024960875],"study_design_scores_gemma":[0.0016875111,0.00014208231,0.9725352,0.000082279694,0.00036596757,1.9044128e-7,0.00007767665,0.000001186256,0.019021453,0.000019606216,0.005869092,0.00019776382],"about_ca_topic_score_codex":0.0003131165,"about_ca_topic_score_gemma":0.00017034616,"teacher_disagreement_score":0.10483959,"about_ca_system_score_codex":0.000058320104,"about_ca_system_score_gemma":0.000041254043,"threshold_uncertainty_score":0.999755},"labels":[],"label_agreement":null},{"id":"W2363695430","doi":"","title":"The use status of antibiotics and bacterial resistant analysis of inpatients","year":2012,"lang":"en","type":"article","venue":"Xinjiang Yike Daxue xuebao","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Cephalosporin; Medicine; Gram; Antibiotic resistance; Candida albicans; Microbiology; Quarter (Canadian coin); Bacteria; Biology","score_opus":0.02141135490940906,"score_gpt":0.24279954433351078,"score_spread":0.2213881894241017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363695430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945061,0.004192508,0.00005484482,0.00002172345,0.00053783937,0.00011555794,0.00032198452,0.000011686011,0.00023772947],"genre_scores_gemma":[0.9975045,0.00086104387,0.00016737585,0.00001538187,0.000020518535,1.2640064e-7,0.00010961583,0.000010756634,0.0013107028],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99876416,0.00015296883,0.00040399106,0.00015618977,0.000057432357,0.00046527685],"domain_scores_gemma":[0.9989076,0.0002972214,0.00028459268,0.00038024277,0.000087305096,0.000042992277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021870661,0.00013347925,0.00037871575,0.00014310169,0.00016152635,0.000015848125,0.00014303764,0.00016103403,0.000064367436],"category_scores_gemma":[0.00017257802,0.00008922808,0.00011520115,0.0003821669,0.0004710605,0.0001334595,0.000093491384,0.00011647892,0.000011455045],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012280039,0.00036971405,0.3906682,0.00011717858,0.003273266,0.000001853134,0.0018670679,0.000006318728,0.59348017,0.003900671,0.002560542,0.0025269687],"study_design_scores_gemma":[0.0009114696,0.00017737829,0.7602051,0.00008184616,0.0013373247,0.0000024596695,0.00056181836,0.000017051687,0.1104801,0.000010689704,0.12599681,0.00021798865],"about_ca_topic_score_codex":0.00039887443,"about_ca_topic_score_gemma":0.0001937832,"teacher_disagreement_score":0.4830001,"about_ca_system_score_codex":0.000019078067,"about_ca_system_score_gemma":0.000039044684,"threshold_uncertainty_score":0.36386156},"labels":[],"label_agreement":null},{"id":"W2368818499","doi":"","title":"Clinical Utilization of Antibacterials in the Second Quarter of 2006 vs.the Same Period of 2007","year":2009,"lang":"en","type":"article","venue":"Zhongguo yiyuan yongyao pingjia yu fenxi","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Quarter (Canadian coin); Medicine; Medical record; Internal medicine; History; Biology","score_opus":0.02500079496426194,"score_gpt":0.29708759181144534,"score_spread":0.2720867968471834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2368818499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931641,0.0023026261,0.00010226406,0.00072744145,0.00065851404,0.00037576386,0.0000826118,0.0000134062475,0.0025732447],"genre_scores_gemma":[0.997884,0.0002504232,0.00007335498,0.00043307248,0.000075566175,0.0000014461934,0.000037764967,0.000011084597,0.0012332941],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975758,0.0005750196,0.0011711932,0.00027629646,0.00008711706,0.00031453322],"domain_scores_gemma":[0.9983562,0.00028518366,0.00065373967,0.0005638063,0.00012572446,0.000015317299],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012602685,0.00019148835,0.0006641956,0.00010764444,0.000087543296,0.000010528193,0.00051388895,0.00033475237,0.0010749559],"category_scores_gemma":[0.00014671564,0.00011804461,0.00021901864,0.00027629317,0.0006343762,0.00008348607,0.0000365456,0.00028972136,0.000036384805],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021424324,0.0027422633,0.30109537,0.0006425917,0.00057351467,0.00001930359,0.011171504,0.000013374996,0.6035035,0.0090088295,0.060704812,0.008382478],"study_design_scores_gemma":[0.0021294889,0.0009554707,0.8873311,0.00039606157,0.000103578124,0.000036434798,0.0021860753,0.000008273665,0.08026695,0.00045525818,0.025874592,0.00025668333],"about_ca_topic_score_codex":0.000062951614,"about_ca_topic_score_gemma":0.00011363878,"teacher_disagreement_score":0.58623576,"about_ca_system_score_codex":0.000009812976,"about_ca_system_score_gemma":0.00008471342,"threshold_uncertainty_score":0.9998382},"labels":[],"label_agreement":null},{"id":"W2370114538","doi":"","title":"The analysis of antibacterials utilization in our hospital,s out-patient department in the 2008","year":2009,"lang":"en","type":"article","venue":"China Healthcare Frontiers","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Drug; Quarter (Canadian coin); Medical emergency; Emergency medicine; Pharmacology; Microbiology","score_opus":0.013429550234072565,"score_gpt":0.27839814549624575,"score_spread":0.2649685952621732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370114538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722777,0.015643837,0.00012136249,0.010332634,0.0010155987,0.00046922016,0.000037734986,0.000009933319,0.00009198718],"genre_scores_gemma":[0.99703383,0.0023782493,0.000039137383,0.0002950574,0.000011903304,0.0000046316713,0.00013190447,0.000004460097,0.000100846264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985366,0.00043507686,0.00045835107,0.00020405355,0.000056422592,0.00030951877],"domain_scores_gemma":[0.9993964,0.000027854092,0.00020676905,0.00031934684,0.000035469144,0.000014168346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035459557,0.00012188238,0.0003469405,0.00017302948,0.00015816401,0.00001088444,0.00023215756,0.0001348749,0.0000039966176],"category_scores_gemma":[0.000052819563,0.000069941605,0.00010160397,0.0005227777,0.00006702303,0.000042196025,0.000015050672,0.00016958853,0.0000042951274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011700762,0.0018603853,0.7277323,0.00013097194,0.0014124182,0.000050387003,0.047634784,0.00022451785,0.0036110878,0.0028313939,0.089341074,0.12400059],"study_design_scores_gemma":[0.00040139287,0.0002948199,0.9844206,0.00004717173,0.00008637361,9.2340565e-7,0.0062155696,0.000019949384,0.0013792474,0.00020627803,0.0068213497,0.00010634258],"about_ca_topic_score_codex":0.00029522844,"about_ca_topic_score_gemma":0.0015079464,"teacher_disagreement_score":0.25668827,"about_ca_system_score_codex":0.00006600712,"about_ca_system_score_gemma":0.00006205986,"threshold_uncertainty_score":0.2852136},"labels":[],"label_agreement":null},{"id":"W2381910559","doi":"","title":"Analysis and research of Antibacterials Rational Usage of Outpatient","year":2009,"lang":"en","type":"article","venue":"Chinese Journal of Modern Drug Application","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Antibiotics; Outpatient clinic; Quarter (Canadian coin); Pharmacology; Internal medicine; Chemistry; Geography","score_opus":0.013960539238146406,"score_gpt":0.31071653799602095,"score_spread":0.29675599875787456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381910559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98384756,0.0021080826,0.013530339,0.00026179262,0.00003645194,0.000102692866,0.000012297162,0.0000020982025,0.00009867079],"genre_scores_gemma":[0.99926245,0.00029832197,0.00026586268,0.000011464543,0.000029372384,4.7380524e-7,0.000020260142,0.0000030044644,0.00010880231],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990381,0.00014995888,0.0005163114,0.000103405495,0.000100436286,0.00009181023],"domain_scores_gemma":[0.9987585,0.00013077345,0.0005282616,0.0001547032,0.00041098712,0.000016755645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009022422,0.00007125822,0.00034804473,0.00028921565,0.000057108125,0.000004965297,0.00014030062,0.000080101796,0.000020353973],"category_scores_gemma":[0.00007493541,0.000047682144,0.00009790041,0.00033185992,0.00013489729,0.0000755675,0.000019926654,0.00014578541,0.0000019499114],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023710394,0.00026092783,0.032988224,0.000024893705,0.00024152342,3.542737e-7,0.00095242786,0.00008284673,0.9552345,0.0002588623,0.00007809773,0.009640219],"study_design_scores_gemma":[0.00091609004,0.00023582636,0.74936676,0.000059664926,0.00021738849,0.00001496254,0.000094235256,0.000272768,0.24252415,0.006049297,0.00016304491,0.000085815234],"about_ca_topic_score_codex":0.000014269421,"about_ca_topic_score_gemma":0.000008771309,"teacher_disagreement_score":0.7163785,"about_ca_system_score_codex":0.0000133753365,"about_ca_system_score_gemma":0.000044566405,"threshold_uncertainty_score":0.19444214},"labels":[],"label_agreement":null},{"id":"W238460671","doi":"10.1016/j.ijid.2008.12.005","title":"Book review","year":2009,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Subspecialty; Population; Intensive care medicine; Family medicine","score_opus":0.0038996642074656924,"score_gpt":0.2590020047230975,"score_spread":0.2551023405156318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W238460671","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010667676,0.9783299,0.0003325278,0.00532214,0.0019534277,0.00006246017,0.000015173618,0.000028396722,0.0032883051],"genre_scores_gemma":[0.8577733,0.102665134,0.000007869772,0.03665548,0.0002404929,3.6507274e-7,0.000011743949,0.0000050058816,0.002640636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947774,0.000041482675,0.0002721875,0.00006021028,0.00006468412,0.000083708044],"domain_scores_gemma":[0.99934095,0.00003833662,0.00023933253,0.000062780586,0.00029648776,0.000022129989],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059205766,0.00006840564,0.00015843104,0.00007862376,0.00003418476,0.00001109499,0.00020004757,0.00003645631,0.0018457636],"category_scores_gemma":[0.00013091229,0.000050327217,0.00016173131,0.000039418795,0.000043372303,0.00013100683,0.000011294381,0.00011092627,0.00013639321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009156539,0.0003859832,0.003895199,0.000031513362,0.00036050702,0.00011293224,0.000019246974,0.0000045694005,0.0032112182,0.00042733114,0.97926664,0.012193285],"study_design_scores_gemma":[0.0011390317,0.00033678534,0.027737193,0.0017672711,0.0001589268,0.001156166,0.000010399973,2.7176398e-7,0.0023587856,0.0006226981,0.96458894,0.00012354084],"about_ca_topic_score_codex":0.000001687998,"about_ca_topic_score_gemma":3.6061354e-7,"teacher_disagreement_score":0.8756648,"about_ca_system_score_codex":0.000034868895,"about_ca_system_score_gemma":0.000061712366,"threshold_uncertainty_score":0.9990667},"labels":[],"label_agreement":null},{"id":"W2385414807","doi":"","title":"The Control Strategies of Antimicrobial Resistance at Home and Abroad","year":2011,"lang":"en","type":"article","venue":"Chinese Journal of Pharmacovigilance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Medicine; Control (management); Biotechnology; Business; Antibiotics; Computer science; Microbiology; Biology","score_opus":0.008378022966697004,"score_gpt":0.26075392181055956,"score_spread":0.2523758988438626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385414807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96602255,0.030597743,0.0001956997,0.00020531694,0.00084064755,0.000084757216,0.000026916612,0.000008271,0.0020180708],"genre_scores_gemma":[0.99427754,0.00395209,0.00008395145,0.00008861156,0.00007501726,4.604218e-7,9.113217e-7,0.000010375092,0.0015110681],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899673,0.00012056976,0.00048839126,0.00011770444,0.00005326638,0.00022331873],"domain_scores_gemma":[0.99886936,0.00018313352,0.0006075265,0.00015020868,0.0001604917,0.000029258246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003743337,0.00016010136,0.00038323345,0.000049011258,0.00021880899,0.000012951507,0.0003257959,0.00007959441,0.00008052975],"category_scores_gemma":[0.000039696475,0.000084761334,0.00011623906,0.00009662113,0.00054941553,0.00017286831,0.00004302431,0.00026358062,0.00001079326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002872939,0.00009090008,0.042418573,0.00012400298,0.0003796869,0.000039498253,0.0007742233,0.0000039916044,0.944207,0.0007228815,0.008125386,0.00024091825],"study_design_scores_gemma":[0.016714588,0.0004963326,0.4110809,0.00082018244,0.00046912886,0.0012039394,0.00081424037,0.000009253678,0.51517636,0.0028470329,0.049652424,0.00071560394],"about_ca_topic_score_codex":0.000007177827,"about_ca_topic_score_gemma":0.000033344273,"teacher_disagreement_score":0.42903063,"about_ca_system_score_codex":0.000016491038,"about_ca_system_score_gemma":0.00007608832,"threshold_uncertainty_score":0.34564668},"labels":[],"label_agreement":null},{"id":"W2387060290","doi":"","title":"In 2008 1rd quarter prescription review","year":2008,"lang":"en","type":"article","venue":"Nei Mongol Journal of Traditional Chinese Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Quarter (Canadian coin); Promotion (chess); Scope (computer science); Service (business); Outpatient clinic; Family medicine; Nursing; Internal medicine","score_opus":0.02494614741134076,"score_gpt":0.256864203345594,"score_spread":0.23191805593425324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387060290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8046029,0.16741997,0.00031469736,0.022685084,0.0024095795,0.00021438417,0.000023041988,0.000013129903,0.002317214],"genre_scores_gemma":[0.97213364,0.023244321,0.0000808471,0.0024383995,0.00071291457,0.0000018461652,0.0000370167,0.000009510101,0.0013415215],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987602,0.00012905592,0.00068113086,0.00012125823,0.00013970093,0.00016862119],"domain_scores_gemma":[0.99924356,0.00016369177,0.00030111632,0.00011692012,0.0001334182,0.00004127469],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033896268,0.00015027491,0.0005039201,0.00019385235,0.00008290138,0.0000013166961,0.00017333843,0.00010381257,0.0013979203],"category_scores_gemma":[0.00020412829,0.000091104805,0.00012554007,0.00019288485,0.00029668253,0.00023122631,0.000007205351,0.00044828508,0.00006453267],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005012239,0.0007470786,0.019900082,0.0004847029,0.00025884982,0.00094080064,0.0011169856,0.000008835241,0.12355436,0.00039958404,0.8517868,0.00030068302],"study_design_scores_gemma":[0.009310036,0.0018735462,0.87946635,0.008165209,0.00019964736,0.021126453,0.00014565502,0.0000061565565,0.001827144,0.0028945433,0.07458906,0.00039621396],"about_ca_topic_score_codex":0.000023592249,"about_ca_topic_score_gemma":0.000009620795,"teacher_disagreement_score":0.8595663,"about_ca_system_score_codex":0.00004074465,"about_ca_system_score_gemma":0.00007703014,"threshold_uncertainty_score":0.99951494},"labels":[],"label_agreement":null},{"id":"W2394278674","doi":"","title":"Antibiotic Use in Pediatric Outpatients before and after Special Rectification","year":2015,"lang":"en","type":"article","venue":"Zhongguo yiyuan yongyao pingjia yu fenxi","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rectification; Antibiotics; Medical prescription; Medicine; Quarter (Canadian coin); Pediatrics; Emergency medicine; Pharmacology; Microbiology","score_opus":0.018948582163500254,"score_gpt":0.22727088298473092,"score_spread":0.20832230082123065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394278674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942914,0.0015336546,0.000034469,0.0001428151,0.002241031,0.00033773977,0.000026636066,0.00006948103,0.0013227378],"genre_scores_gemma":[0.99270266,0.00028204097,0.00015695236,0.00011787727,0.00044818874,0.000004999046,0.000053167747,0.0000327569,0.006201352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982771,0.0001559332,0.0004331747,0.000551913,0.00008599594,0.00049585267],"domain_scores_gemma":[0.9992338,0.000055749766,0.00016825444,0.0003614797,0.00010272543,0.00007801774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028783007,0.0002633911,0.00033397827,0.00028268082,0.00011337096,0.00006325282,0.0001850616,0.00035285295,0.00009347823],"category_scores_gemma":[0.0002103944,0.00023782735,0.00006479503,0.00028349087,0.00019729334,0.00031349086,0.00011161839,0.00034749595,0.0006565114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002814321,0.00018998355,0.99030805,0.00008826895,0.000031536114,0.0000284317,0.0021530779,0.0000015795182,0.0006581812,0.00017223766,0.0044540907,0.0016331412],"study_design_scores_gemma":[0.0017139021,0.00022721878,0.98739266,0.000115132505,0.00007137155,0.000027152913,0.00031487722,0.000004633577,0.0015024407,0.00013783539,0.008153918,0.00033884638],"about_ca_topic_score_codex":0.0001223327,"about_ca_topic_score_gemma":0.0014230815,"teacher_disagreement_score":0.0048786146,"about_ca_system_score_codex":0.000092806215,"about_ca_system_score_gemma":0.000086862994,"threshold_uncertainty_score":0.9698318},"labels":[],"label_agreement":null},{"id":"W2394582053","doi":"","title":"[Assessment of tigecycline use economic impact in first-line therapy for complicated intra-abdominal infections in an Intensive Care Unit].","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Tigecycline; Medicine; Intensive care unit; Intensive care medicine; Health care; Emergency medicine; Medical emergency; Antibiotics","score_opus":0.03487230670774258,"score_gpt":0.31515606218212233,"score_spread":0.2802837554743798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394582053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979619,0.00018113281,0.00012858772,0.00018015922,0.00035184502,0.0009794849,0.00014575884,0.000016886808,0.000054255714],"genre_scores_gemma":[0.99917626,0.00013331506,0.00006371553,0.000088235625,0.000024583409,0.00019432254,0.00024132316,0.000012936778,0.00006527432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911135,0.00005857159,0.00032017808,0.00021079979,0.000010952823,0.00028814276],"domain_scores_gemma":[0.99927175,0.00019170981,0.00011982329,0.0002323033,0.00015780823,0.000026614118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001577696,0.00012764633,0.00030223213,0.0001839076,0.000052704923,0.000009626223,0.00012835326,0.00018755182,0.000047723817],"category_scores_gemma":[0.00007100803,0.00010309493,0.00007313531,0.00010022067,0.00019663891,0.000100699544,0.000021733185,0.00029130967,0.0000034094014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054169504,0.00031376953,0.95770395,0.000025178188,0.00010645121,0.0000018502406,0.0004501326,0.0002356926,0.027636675,0.0004582278,0.00011382193,0.012412555],"study_design_scores_gemma":[0.0029982296,0.00020638484,0.9874942,0.000012739731,0.000012048381,0.000008099604,0.00036469472,0.00008527025,0.007358079,0.000069431844,0.0012749877,0.000115868424],"about_ca_topic_score_codex":0.00091111887,"about_ca_topic_score_gemma":0.016111482,"teacher_disagreement_score":0.029790215,"about_ca_system_score_codex":0.00008590929,"about_ca_system_score_gemma":0.000089452165,"threshold_uncertainty_score":0.8990585},"labels":[],"label_agreement":null},{"id":"W2401664220","doi":"10.1093/heapol/czw066","title":"Effects of over-the-counter sales restriction of antibiotics on substitution with medicines for symptoms relief of cold in Mexico and Brazil: time series analysis","year":2016,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Medicine; Antibiotics; Over-the-counter; Quarter (Canadian coin); Common cold; Traditional medicine; Environmental health; Medical prescription; Pharmacology; Geography","score_opus":0.006879217613201456,"score_gpt":0.28700887081850535,"score_spread":0.28012965320530386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401664220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99583673,0.0026469103,0.00046388232,0.0007529385,0.00003443371,0.00019109063,0.000044200282,0.0000050211142,0.000024806886],"genre_scores_gemma":[0.99858415,0.0010975308,0.00003077385,0.00015621411,0.000017490725,4.0816658e-7,0.000011483323,0.000003650733,0.00009829975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943465,0.00007298084,0.00023041498,0.00010396374,0.000027345453,0.00013061975],"domain_scores_gemma":[0.99906456,0.0005900148,0.00022824336,0.00007416077,0.00003074866,0.000012241212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020155829,0.00007188997,0.00029548243,0.0002049128,0.00006598894,0.0000012145347,0.00003036767,0.000087529865,8.1977817e-7],"category_scores_gemma":[0.000097762575,0.000038363956,0.00002084629,0.00020086474,0.000282914,0.000035355017,0.000007910691,0.000046157875,2.411344e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003237483,0.00016638222,0.81190664,0.0029260842,0.0007506302,0.0000029248347,0.0030838624,0.00008411695,0.14971024,0.026457863,0.0009448845,0.0007289102],"study_design_scores_gemma":[0.001980991,0.0016135798,0.8936851,0.002643066,0.0001654076,0.0000062212034,0.00012239726,0.000016544187,0.09859499,0.00008716659,0.0009984685,0.000086077875],"about_ca_topic_score_codex":0.0002972936,"about_ca_topic_score_gemma":0.00007830997,"teacher_disagreement_score":0.081778474,"about_ca_system_score_codex":0.000011764858,"about_ca_system_score_gemma":0.00005984906,"threshold_uncertainty_score":0.15644369},"labels":[],"label_agreement":null},{"id":"W2402520568","doi":"10.1136/bmjopen-2015-010544","title":"Protocol for a pragmatic cluster randomised controlled trial for reducing irrational antibiotic prescribing among children with upper respiratory infections in rural China","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Medical Research Council; Department for International Development; Government of the United Kingdom; Wellcome Trust","keywords":"Medicine; Protocol (science); Cluster randomised controlled trial; Cluster (spacecraft); China; Randomized controlled trial; Antibiotics; Public health; Respiratory tract infections; Family medicine; Alternative medicine; Pediatrics; Intensive care medicine; Respiratory system; Internal medicine; Nursing; Pathology; Law","score_opus":0.027832146374793924,"score_gpt":0.34009552169454327,"score_spread":0.31226337531974935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402520568","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3928389,0.0000068268378,0.0024969643,0.00029332328,0.00013140775,0.6037538,0.000023532444,0.000024064788,0.00043115983],"genre_scores_gemma":[0.47350025,2.8754872e-7,0.0004433483,0.00010471894,0.00014498823,0.5230683,0.00003336761,0.000033073593,0.0026716592],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9983309,0.00035376966,0.00061472895,0.00031406528,0.000046140325,0.00034037515],"domain_scores_gemma":[0.99871993,0.00053359946,0.00037161534,0.00027267425,0.00007920705,0.000022971253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013145066,0.00019662242,0.00060297054,0.00011105343,0.00030655976,0.0000653816,0.00025080386,0.0001834801,0.000096418036],"category_scores_gemma":[0.00069822883,0.00010717427,0.00014703166,0.00008038045,0.0001527816,0.00032527177,0.00007759632,0.000105590145,0.000012729037],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95311487,0.0007135447,0.024576556,0.00016685901,0.00066147133,7.740017e-7,0.0004020121,0.00003313575,0.014159909,0.00052585197,0.0049481927,0.0006968154],"study_design_scores_gemma":[0.97032595,0.0013089065,0.023667838,0.0014525302,0.00008452606,0.000011313513,0.00006723179,0.00004256883,0.0022917448,0.00011793299,0.00036570735,0.00026375378],"about_ca_topic_score_codex":0.00008413176,"about_ca_topic_score_gemma":0.00023109751,"teacher_disagreement_score":0.08068549,"about_ca_system_score_codex":0.00004936696,"about_ca_system_score_gemma":0.00032276745,"threshold_uncertainty_score":0.43704402},"labels":[],"label_agreement":null},{"id":"W2404003981","doi":"10.4414/smw.2015.14220","title":"Antimicrobial stewardship in the intensive care setting – a review and critical appraisal of the literature","year":2015,"lang":"en","type":"review","venue":"Swiss Medical Weekly","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Formulary; Intensive care medicine; MEDLINE; Critical appraisal; Antimicrobial stewardship; Audit; Intensive care unit; Intensive care; Randomized controlled trial; Evidence-based medicine; Antibiotic resistance; Family medicine; Alternative medicine; Antibiotics; Internal medicine","score_opus":0.021024318843776812,"score_gpt":0.34689429510381586,"score_spread":0.32586997626003905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404003981","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043635053,0.9907192,0.000001850189,0.0070630386,0.0011182152,0.0006269034,0.0001537575,0.000011845305,0.00026156244],"genre_scores_gemma":[0.0017919253,0.99562323,0.000010876851,0.002132355,0.0001237985,0.000012054425,0.0001457453,0.00002293099,0.00013711078],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673223,0.0015764985,0.00073928956,0.0004023131,0.0001718214,0.00037781757],"domain_scores_gemma":[0.9974128,0.001407343,0.00024463312,0.00050091493,0.0003826598,0.000051622414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011084798,0.00035404647,0.0016412575,0.00006198593,0.0001018358,0.00001763773,0.00085270684,0.0010087356,0.000059525624],"category_scores_gemma":[0.0063271336,0.00015725147,0.00034318128,0.00038681456,0.0011111363,0.000030443924,0.0003065296,0.002036763,0.000028921108],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033725384,0.00015749058,0.00007387132,0.30656052,0.00040976208,0.00026777963,0.007308331,7.481397e-9,0.000009523964,0.0014113771,0.22707206,0.45669556],"study_design_scores_gemma":[0.00027029286,0.000050422183,0.000028875695,0.17149407,0.00091967225,0.0008622131,0.0016608832,2.7800569e-8,0.0000024390688,0.00002213006,0.8244987,0.00019028292],"about_ca_topic_score_codex":0.000017957971,"about_ca_topic_score_gemma":0.000024576346,"teacher_disagreement_score":0.59742665,"about_ca_system_score_codex":0.00002642668,"about_ca_system_score_gemma":0.0006693856,"threshold_uncertainty_score":0.8848834},"labels":[],"label_agreement":null},{"id":"W2404263045","doi":"","title":"Appropriate antibiotic use: reducing the emergence and dissemination of resistance.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antibiotics; Antibiotic resistance; Resistance (ecology); Medicine; Intensive care medicine; Microbiology; Biology; Ecology","score_opus":0.010432149183071844,"score_gpt":0.2105844432104905,"score_spread":0.20015229402741866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404263045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98993665,0.0054523167,0.000025987409,0.00046936134,0.00019566444,0.00031413184,0.000010863757,0.000022073466,0.0035729427],"genre_scores_gemma":[0.96737814,0.001132284,0.000028802977,0.000021066502,0.00001388633,0.000010089082,0.000004529822,0.000006487013,0.031404737],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99933743,0.00007257452,0.0001819507,0.00017140801,0.000028500797,0.00020812821],"domain_scores_gemma":[0.99955744,0.0001310929,0.00007428168,0.00019884901,0.00002656602,0.000011769751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022575747,0.00007747068,0.00012464118,0.000025241841,0.0001355582,0.000010538579,0.000109324836,0.00007990332,0.00014081219],"category_scores_gemma":[0.000117539785,0.000049963222,0.000029729352,0.00012348987,0.00025222413,0.000079541875,0.000018213294,0.00009424181,0.000014315166],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008131378,0.00034604367,0.023908142,0.00041463954,0.00048711873,0.000009690396,0.0031672318,0.000018310773,0.14604056,0.004431118,0.026978604,0.7933854],"study_design_scores_gemma":[0.00017633705,0.000011360899,0.9356011,0.00012357763,0.000053026193,0.000009356106,0.0002338248,0.0000027574765,0.05516734,0.00010631124,0.008388212,0.000126792],"about_ca_topic_score_codex":0.000029312274,"about_ca_topic_score_gemma":0.00002121343,"teacher_disagreement_score":0.911693,"about_ca_system_score_codex":0.000005873683,"about_ca_system_score_gemma":0.000006534345,"threshold_uncertainty_score":0.2037441},"labels":[],"label_agreement":null},{"id":"W2406199469","doi":"","title":"An Ecosystem Approach to Antimicrobial Stewardship: An Ecuadorian-Canadian Collaboration To Design, Implement and Evaluate a Community-Based Intervention","year":2014,"lang":"en","type":"article","venue":"Repositorio Institucional (Universidad de Cuenca)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Intervention (counseling); Environmental resource management; Ecosystem; Environmental planning; Ecosystem approach; Environmental stewardship; Business; Political science; Geography; Environmental science; Ecology; Medicine; Nursing","score_opus":0.019183698879730902,"score_gpt":0.272293087863635,"score_spread":0.25310938898390406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406199469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93826216,0.000025896365,0.05865546,0.00038262256,0.0008011752,0.000697984,0.000086504064,0.00006565892,0.0010225215],"genre_scores_gemma":[0.99189955,0.0000018565029,0.0070415516,0.00035964395,0.000117491414,0.000010863294,0.00033491055,0.000019040228,0.00021507],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99760574,0.001233163,0.0002677923,0.0003998695,0.00009378603,0.0003996443],"domain_scores_gemma":[0.99885,0.000056282923,0.00011287127,0.00044840513,0.00025244284,0.00028000053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011641087,0.00021452496,0.00026430597,0.00038626496,0.0010385474,0.00012708383,0.00036256257,0.00024808402,0.000020575446],"category_scores_gemma":[0.000041752464,0.00022933896,0.000059576516,0.00029453143,0.000047627746,0.00031248337,0.000054464293,0.00026542397,0.000053764896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018300664,0.001364508,0.0049789236,0.00037601413,0.0003765754,0.000040562834,0.008452288,0.012660752,0.94353807,0.01776246,0.0044509917,0.00416881],"study_design_scores_gemma":[0.024238633,0.02020872,0.10136059,0.0029470662,0.0014204918,0.0010917388,0.0374731,0.016727325,0.40071586,0.0004900576,0.38796425,0.00536218],"about_ca_topic_score_codex":0.008795548,"about_ca_topic_score_gemma":0.03899446,"teacher_disagreement_score":0.5428222,"about_ca_system_score_codex":0.0005029296,"about_ca_system_score_gemma":0.00049104734,"threshold_uncertainty_score":0.99780494},"labels":[],"label_agreement":null},{"id":"W2410456620","doi":"","title":"A critical review of: Impact of antimicrobial stewardship program on vancomycin use in a pediatric teaching hospital.","year":2011,"lang":"en","type":"review","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Vancomycin; Antimicrobial stewardship; Stewardship (theology); Intensive care medicine; Medicine; Critical illness; Political science; Critically ill; Antibiotics; Microbiology; Staphylococcus aureus; Antibiotic resistance","score_opus":0.05079157480825921,"score_gpt":0.3220722232748306,"score_spread":0.2712806484665714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410456620","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012920884,0.9941541,0.0000015132408,0.000011729042,0.0005600473,0.0031761292,0.00014737934,0.000038264327,0.0006187573],"genre_scores_gemma":[0.00781335,0.99134743,0.00007997657,0.000024143816,0.00006311308,0.0003192063,0.000091298956,0.000047836715,0.00021365413],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675643,0.00084096135,0.0012032263,0.00048250242,0.00005333249,0.0006635229],"domain_scores_gemma":[0.9980895,0.0005549244,0.0006680429,0.0005523956,0.00008690927,0.000048240254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008834772,0.00046444652,0.0026109451,0.00036891736,0.000038920494,0.000009839255,0.00045390945,0.00063180167,0.000040640596],"category_scores_gemma":[0.001591678,0.0003188774,0.001067942,0.00036039366,0.00022818254,0.000095039955,0.000111210094,0.0010511043,0.000035568333],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047160218,0.00188723,0.00072308374,0.1598489,0.00029287263,0.000017504915,0.000033751014,1.3292123e-8,5.454616e-7,0.00023326761,0.0039300714,0.8329856],"study_design_scores_gemma":[0.0016215479,0.0011448654,0.034816887,0.24289931,0.0041961987,0.00010148055,0.000007508859,2.5878958e-8,0.000029030656,0.000019292687,0.7137783,0.0013855356],"about_ca_topic_score_codex":0.00013294892,"about_ca_topic_score_gemma":0.000010151828,"teacher_disagreement_score":0.83160007,"about_ca_system_score_codex":0.0000978855,"about_ca_system_score_gemma":0.00024616704,"threshold_uncertainty_score":0.9999263},"labels":[],"label_agreement":null},{"id":"W2413364076","doi":"10.1177/1715163515599758","title":"Election 2015","year":2015,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian Pharmacists Association","funders":"","keywords":"Computer science; Political science","score_opus":0.03158860196790231,"score_gpt":0.2612405958509267,"score_spread":0.22965199388302437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413364076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95670766,0.015357266,0.00035409088,0.0005236496,0.015309945,0.00036740393,0.0003058587,0.00008220512,0.01099195],"genre_scores_gemma":[0.98733115,0.0018368155,0.00005072194,0.0015180487,0.00052318804,0.0000028059576,0.000044040935,0.000034530505,0.008658711],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980555,0.00019633249,0.00039842396,0.00029104052,0.000114011156,0.0009446724],"domain_scores_gemma":[0.9981064,0.00003940736,0.00017742455,0.00018490921,0.00051365636,0.0009781593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049902766,0.0002684604,0.00028907397,0.00025369553,0.0007269001,0.0000775886,0.0004447778,0.00011642762,0.0010348331],"category_scores_gemma":[0.00013987359,0.0002590225,0.000099314864,0.00039680902,0.0002219106,0.00024399994,0.000026318303,0.00070190476,0.00022125531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022929574,0.000058917725,0.0018870109,0.00006234307,0.00039581655,0.026200604,0.0010590162,0.00024182483,0.02769774,0.0001188044,0.90589285,0.03615581],"study_design_scores_gemma":[0.0021355364,0.00005952641,0.00002262042,0.000014452494,0.000097311706,0.4503244,0.0000305274,0.00008237357,0.019946864,0.00008809809,0.52677417,0.0004241136],"about_ca_topic_score_codex":0.04304696,"about_ca_topic_score_gemma":0.16806248,"teacher_disagreement_score":0.4241238,"about_ca_system_score_codex":0.0018668115,"about_ca_system_score_gemma":0.00534839,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W2413481849","doi":"10.1093/ofid/ofw115","title":"When Antimicrobial Stewardship Isn′t Watching: The Educational Impact of Critical Care Prospective Audit and Feedback","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital; Toronto General Hospital; University of Toronto; McMaster University; Niagara Health System; Regional Municipality of Niagara","funders":"","keywords":"Antimicrobial stewardship; Medicine; Audit; Stewardship (theology); Intensive care medicine; Antibiotics; Accounting; Antibiotic resistance; Microbiology","score_opus":0.007901406826048153,"score_gpt":0.28449320826814173,"score_spread":0.27659180144209355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413481849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826568,0.0028171379,0.00006352468,0.0054649296,0.00049870054,0.00066822843,0.0006665421,0.000032749213,0.0071314345],"genre_scores_gemma":[0.9978515,0.000057227648,0.000010912473,0.00013630098,0.000044753582,0.000015766453,0.000029891955,0.000015668373,0.0018379731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990656,0.00012960832,0.00018573286,0.00028504577,0.000036871388,0.0002971494],"domain_scores_gemma":[0.999108,0.00034890202,0.000090612986,0.00025256514,0.00015768426,0.000042224223],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006364178,0.00016504886,0.00024129055,0.000038068792,0.0004070825,0.00005647011,0.00028041506,0.00010155941,0.0011210635],"category_scores_gemma":[0.0002348508,0.00008361401,0.00013275798,0.000060861752,0.0007538373,0.00021762242,0.0002524231,0.00010018731,0.00010669966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034658329,0.0005870543,0.93613034,0.00009240348,0.00033338097,0.0000017853378,0.00085713476,9.0484986e-7,0.013689977,0.010142233,0.035726942,0.0020912683],"study_design_scores_gemma":[0.0023768481,0.0006959913,0.9735998,0.00031582266,0.00023096689,0.00008805246,0.0010856398,2.1092544e-7,0.00805456,0.011595782,0.0016251659,0.00033118163],"about_ca_topic_score_codex":0.0005186429,"about_ca_topic_score_gemma":0.00018079858,"teacher_disagreement_score":0.037469447,"about_ca_system_score_codex":0.00008616769,"about_ca_system_score_gemma":0.00033992765,"threshold_uncertainty_score":0.99979204},"labels":[],"label_agreement":null},{"id":"W2416447195","doi":"","title":"Practice variations in the management of sinusitis.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Hôpital Fleurimont","funders":"","keywords":"Medicine; Referral; Family medicine; Sinusitis; Medical prescription; Primary care; Cross-sectional study; Health care; Nursing; Surgery; Pathology","score_opus":0.00983907490918185,"score_gpt":0.21311813918881192,"score_spread":0.20327906427963008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416447195","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33426464,0.0038417755,0.000139409,0.005644738,0.0003174696,0.0010545633,0.000014716891,0.000029771545,0.6546929],"genre_scores_gemma":[0.99157715,0.00029345148,0.00010060618,0.00032696777,0.000006117746,0.000052061507,0.000005801665,0.0000021062485,0.0076357126],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99959016,0.00008916443,0.00010501671,0.00007072671,0.00001794288,0.0001269722],"domain_scores_gemma":[0.9997551,0.00007003197,0.000031343723,0.00013113224,0.00000934933,0.0000030663832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024650333,0.000034267698,0.000055533732,0.00001803797,0.000038194044,0.0000034706216,0.00011104088,0.000039519633,0.00019913206],"category_scores_gemma":[0.000008582799,0.000023000966,0.000018238245,0.00011187376,0.00004538292,0.000038884384,0.000008651122,0.00006464663,0.00009034648],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003511115,0.0013114546,0.0021594793,0.00010667387,0.0007240352,0.00010242382,0.0028274131,0.00002016863,0.0003025793,0.1093095,0.009101803,0.87368333],"study_design_scores_gemma":[0.0006401484,0.000010663544,0.80488473,0.000015079315,0.00007847595,0.00003019478,0.0007197517,5.00542e-7,0.00040886222,0.00042878187,0.19271927,0.00006355785],"about_ca_topic_score_codex":0.000049855753,"about_ca_topic_score_gemma":0.00001130039,"teacher_disagreement_score":0.8736198,"about_ca_system_score_codex":0.000006732398,"about_ca_system_score_gemma":0.0000035573407,"threshold_uncertainty_score":0.21803564},"labels":[],"label_agreement":null},{"id":"W2417381154","doi":"10.1017/s1481803500012744","title":"Variations in the management of pneumonia in pediatric emergency departments: compliance with the guidelines","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Children’s Health Research Institute; Children's Hospital of Western Ontario; London Health Sciences Centre","funders":"Canadian Institutes of Health Research; Children's Health Research Institute; GlaxoSmithKline","keywords":"Medicine; Pneumonia; Etiology; Confidence interval; Emergency department; Intensive care medicine; Pediatrics; Medical prescription; Community-acquired pneumonia; Emergency medicine; Internal medicine","score_opus":0.06519451849935264,"score_gpt":0.3307508505489502,"score_spread":0.26555633204959755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417381154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95848805,0.013798383,0.00031040053,0.0179242,0.0060373535,0.0003046925,0.00001156933,0.0000021383673,0.003123224],"genre_scores_gemma":[0.99597675,0.0029347262,0.00011066265,0.000089852256,0.00017011935,0.0000028139332,0.0000044693115,0.0000063382913,0.00070429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988256,0.00008441295,0.00069598487,0.00009317131,0.000069914044,0.00023092884],"domain_scores_gemma":[0.99918544,0.000030653468,0.00032469636,0.00021649944,0.00020082906,0.000041854877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007295979,0.00010262051,0.00019726083,0.00018227169,0.00010991315,0.0000010536361,0.00045741937,0.00005928029,0.0011883612],"category_scores_gemma":[0.00006469153,0.00004955387,0.000040604406,0.0005569843,0.000117902506,0.00004377012,0.00000755788,0.00035891766,0.000008687185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001034161,0.0001980688,0.8811097,0.00025704873,0.00044872268,0.00026267467,0.005941437,0.00007966915,0.0105054,0.00816289,0.09205737,0.00087359396],"study_design_scores_gemma":[0.0010879393,0.00023237868,0.9487298,0.0001492482,0.0002131536,0.000045567107,0.002626462,0.000004273091,0.000062825035,0.00051695853,0.046210796,0.000120557714],"about_ca_topic_score_codex":0.0024367913,"about_ca_topic_score_gemma":0.13976398,"teacher_disagreement_score":0.1373272,"about_ca_system_score_codex":0.00001561142,"about_ca_system_score_gemma":0.00016115404,"threshold_uncertainty_score":0.9997247},"labels":[],"label_agreement":null},{"id":"W2419682371","doi":"10.1093/ajhp/61.3.302","title":"Antimicrobial recommendations by health care providers in Kenya","year":2004,"lang":"en","type":"letter","venue":"American Journal of Health-System Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Calgary","funders":"","keywords":"Antimicrobial; Health care; Medicine; Business; Nursing; Family medicine; Microbiology; Political science; Biology","score_opus":0.013038178889209188,"score_gpt":0.3038547834977788,"score_spread":0.2908166046085696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419682371","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019651146,0.04188021,0.0002740415,0.9514675,0.003153455,0.0006789023,0.00044035984,0.00004479533,0.000095594085],"genre_scores_gemma":[0.33197734,0.0069402237,0.00056008983,0.6578705,0.0010194551,0.000009311912,0.00090809184,0.0001370228,0.0005780069],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940831,0.001942349,0.0023425836,0.00045170166,0.00014054438,0.0010397403],"domain_scores_gemma":[0.99482894,0.00017235517,0.0043779793,0.00031819486,0.00020877847,0.00009376508],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00082942005,0.00047511506,0.001911429,0.00054251583,0.000366698,0.000038160375,0.00061586767,0.00023466776,0.00007499297],"category_scores_gemma":[0.000020615085,0.0004174929,0.00032433268,0.00041515948,0.0003837972,0.00017243579,0.000050624465,0.00334696,0.00008709138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013117156,0.00009252504,0.00033475933,0.0014640968,0.00025209537,0.00014327616,0.0019362856,0.0000048725865,0.00030913306,0.0000036202846,0.95884585,0.0364823],"study_design_scores_gemma":[0.0028069343,0.00059104606,0.00003702265,0.00333852,0.00004742077,0.0011043876,0.0030824621,2.1177902e-7,0.00033866803,9.644084e-7,0.9883162,0.00033619194],"about_ca_topic_score_codex":0.006458048,"about_ca_topic_score_gemma":0.00012093588,"teacher_disagreement_score":0.3300122,"about_ca_system_score_codex":0.0019280001,"about_ca_system_score_gemma":0.0042470843,"threshold_uncertainty_score":0.9998277},"labels":[],"label_agreement":null},{"id":"W2419757603","doi":"","title":"Effectiveness and cost-effectiveness of antibiotic treatments for community acquired pneumonia (CAP) and acute exacerbations of chronic bronchitis (AECB).","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hôtel-Dieu de Montréal; Centre Hospitalier de l’Université de Montréal; Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Azithromycin; Antibiotics; Pneumonia; Bronchitis; Chronic bronchitis; Intensive care medicine; Community-acquired pneumonia; Respiratory tract infections; Medical prescription; Internal medicine; Respiratory system","score_opus":0.018136335662572015,"score_gpt":0.25805190574621245,"score_spread":0.23991557008364045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419757603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99141425,0.0054224655,0.00043345586,0.00003055252,0.00012765579,0.002186744,0.00022741663,0.000021122743,0.00013635923],"genre_scores_gemma":[0.99886847,0.0005906947,0.000048415124,0.0000056531358,0.000010479891,0.00018873045,0.000067825065,0.00001559683,0.00020411648],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998711,0.00055457884,0.00022392388,0.00019917285,0.000025680365,0.00028562694],"domain_scores_gemma":[0.9987023,0.00082050986,0.0001445629,0.00023609184,0.00006680174,0.000029750805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004908698,0.00016169016,0.00044847946,0.00007701408,0.00021020758,0.000006478645,0.00011177345,0.0001687617,0.000004752346],"category_scores_gemma":[0.000054692784,0.000139678,0.000066719076,0.000093240546,0.00049013394,0.00009733908,0.00007039777,0.00009191918,0.0000015511478],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014291217,0.0012642795,0.059626855,0.0020708917,0.0027731694,0.0000018138375,0.00045651765,0.0000218571,0.6888339,0.00094921415,0.000041043662,0.24253137],"study_design_scores_gemma":[0.003199874,0.00024618162,0.7244754,0.00013345329,0.00029039662,0.000017054568,0.000039688886,0.000006664494,0.27129653,0.00006363774,0.00013197488,0.000099161996],"about_ca_topic_score_codex":0.00016202242,"about_ca_topic_score_gemma":0.00009434222,"teacher_disagreement_score":0.6648485,"about_ca_system_score_codex":0.00007727507,"about_ca_system_score_gemma":0.000031125808,"threshold_uncertainty_score":0.5695904},"labels":[],"label_agreement":null},{"id":"W2429234884","doi":"10.1371/journal.pone.0157671","title":"Evaluating the Effectiveness of an Antimicrobial Stewardship Program on Reducing the Incidence Rate of Healthcare-Associated Clostridium difficile Infection: A Non-Randomized, Stepped Wedge, Single-Site, Observational Study","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Victoria Regional Health Centre","funders":"McMaster University","keywords":"Medicine; Antimicrobial stewardship; Clostridium difficile; Observational study; Prospective cohort study; Rate ratio; Emergency medicine; Internal medicine; Antibiotics; Antibiotic resistance; Confidence interval","score_opus":0.10271663425740332,"score_gpt":0.33217959803084374,"score_spread":0.22946296377344041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2429234884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955597,0.00015939571,0.000027527307,0.00037493862,0.00022360176,0.0035341,0.000038435213,0.000049399103,0.00003292099],"genre_scores_gemma":[0.99953485,0.000026223908,0.000066241926,0.000049236456,0.000044380202,0.00010594039,0.000026434904,0.000019180681,0.00012752874],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9935162,0.005089043,0.00061439286,0.0003363561,0.00015712777,0.00028686586],"domain_scores_gemma":[0.9940475,0.004328485,0.00063576363,0.00042646955,0.0005438155,0.000017955801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051879766,0.0001973166,0.00071052735,0.00006562204,0.00034696536,0.000014497714,0.00025070712,0.00016218706,0.000018722427],"category_scores_gemma":[0.002113505,0.00009780145,0.0001246296,0.0003297148,0.00058117317,0.00009531632,0.00008338205,0.0002710039,0.000013856969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027814053,0.011890795,0.012493855,0.00025551676,0.0009576249,0.0000010723309,0.00084795494,0.000031278632,0.94478637,0.00007530267,0.000009692279,0.0008364764],"study_design_scores_gemma":[0.0376792,0.0056120795,0.15289572,0.003552103,0.0004936526,0.0000023596326,0.00015922122,0.00008709993,0.7992611,0.000070579576,0.0000012346303,0.00018568808],"about_ca_topic_score_codex":0.0009701074,"about_ca_topic_score_gemma":0.00022805374,"teacher_disagreement_score":0.1455253,"about_ca_system_score_codex":0.00008936442,"about_ca_system_score_gemma":0.00019153241,"threshold_uncertainty_score":0.39882275},"labels":[],"label_agreement":null},{"id":"W2461972794","doi":"10.7748/nm.23.4.15.s22","title":"Action on antibiotics","year":2016,"lang":"en","type":"article","venue":"Nursing Management","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Antibiotics; Action (physics); Intensive care medicine; Medicine; Microbiology; Biology; Physics","score_opus":0.022797362849827845,"score_gpt":0.2787340586994721,"score_spread":0.25593669584964424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461972794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50869304,0.00081781286,0.026006578,0.009550212,0.007937132,0.0005473131,0.000011115526,0.0004514254,0.44598538],"genre_scores_gemma":[0.95954376,0.00017723562,0.000140547,0.00014682238,0.000028151315,1.5577366e-7,0.0000033575104,0.000008103758,0.039951835],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949884,0.000029829265,0.00008655578,0.00017190601,0.000025870211,0.00018702308],"domain_scores_gemma":[0.99973595,0.000020014924,0.000035184006,0.00019071292,0.00000970781,0.000008404215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056806566,0.00007715058,0.0000746072,0.00006124857,0.000102843376,0.000005893028,0.000081870196,0.00006644148,0.00018786736],"category_scores_gemma":[0.0000038412736,0.000047723814,0.000032949905,0.00005010282,0.00010043995,0.000029656112,0.000011541764,0.00004588091,0.0017714968],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021222657,0.00043002437,0.00065081613,0.000042730386,0.00018903892,0.000016101549,0.0000833532,0.0000022310119,0.16270694,0.07194941,0.076397896,0.6873192],"study_design_scores_gemma":[0.0028905133,0.0004467377,0.074286975,0.0025850288,0.00016423843,0.000018456843,0.0005664006,0.0000016118823,0.5043713,0.003039461,0.4111675,0.00046179452],"about_ca_topic_score_codex":0.0000012421208,"about_ca_topic_score_gemma":8.679184e-7,"teacher_disagreement_score":0.68685746,"about_ca_system_score_codex":0.00006143799,"about_ca_system_score_gemma":0.0000030337635,"threshold_uncertainty_score":0.99900573},"labels":[],"label_agreement":null},{"id":"W2462512219","doi":"10.1097/md.0000000000003803","title":"Antibiotic prescribing of village doctors for children under 15 years with upper respiratory tract infections in rural China","year":2016,"lang":"en","type":"article","venue":"Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Medical prescription; Family medicine; Focus group; Respiratory tract infections; China; Thematic analysis; Antibiotics; Public health; Pediatrics; Environmental health; Nursing; Qualitative research; Internal medicine","score_opus":0.009275209434853292,"score_gpt":0.24110948437934884,"score_spread":0.23183427494449554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462512219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99651223,0.0014766672,0.00070546276,0.00050989207,0.00022753795,0.00028449396,0.000015175619,0.000024849813,0.00024370699],"genre_scores_gemma":[0.9992068,0.000057817375,0.000024662762,0.00009258326,0.00005431154,0.0000017485544,0.000011497818,0.000014483618,0.0005360968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928343,0.00005603853,0.00023828786,0.00016329627,0.000034675937,0.00022427723],"domain_scores_gemma":[0.99956745,0.00011308725,0.00009420755,0.00018250267,0.000025282166,0.000017476037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887973,0.00011228643,0.0002667646,0.00015232783,0.000053032745,0.0000014257222,0.00009102464,0.0001204047,0.00016710191],"category_scores_gemma":[0.00006875684,0.00006020671,0.000039999562,0.00013300045,0.00039329036,0.00005452769,0.000015447082,0.00010088015,0.000014658223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015284595,0.00020538182,0.5906751,0.000025621126,0.00010331859,0.0000024248077,0.0003354557,0.0000024988813,0.40565395,0.0005282669,0.00072757434,0.0015875379],"study_design_scores_gemma":[0.003635707,0.0008364029,0.9674064,0.0007300506,0.000047164733,0.000021918835,0.00018036178,1.3985061e-7,0.02619269,0.00006352231,0.00078290986,0.00010274775],"about_ca_topic_score_codex":0.00020013456,"about_ca_topic_score_gemma":0.000101970145,"teacher_disagreement_score":0.3794613,"about_ca_system_score_codex":0.000024623278,"about_ca_system_score_gemma":0.000037555095,"threshold_uncertainty_score":0.24551582},"labels":[],"label_agreement":null},{"id":"W2462616149","doi":"10.1017/cem.2016.212","title":"P036: A clinical decision support intervention to increase usage of probenecid in the ED","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Probenecid; Cefazolin; Medicine; Intervention (counseling); Antibiotics; Intensive care medicine; Emergency medicine; Pharmacology; Nursing","score_opus":0.053505802302495076,"score_gpt":0.3655366792120441,"score_spread":0.312030876909549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462616149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986653,0.002889667,0.0019469934,0.0031253034,0.0045026937,0.00014550501,0.000011146711,0.0000013751408,0.0007243533],"genre_scores_gemma":[0.99800926,0.00057606696,0.00006445962,0.00015703107,0.00017671303,6.800709e-7,0.0000024724632,0.0000055314104,0.0010077967],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982993,0.00026051683,0.0010734099,0.000102866215,0.00005866339,0.00020524752],"domain_scores_gemma":[0.99903405,0.0001809673,0.0003133701,0.0001828016,0.00016253587,0.00012626557],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021882844,0.00008260081,0.00029690054,0.00023648991,0.00004420842,7.6309556e-7,0.00033987232,0.000102823724,0.006004822],"category_scores_gemma":[0.0017130467,0.00003841981,0.00012525925,0.00019022526,0.00016209796,0.00004925547,0.000010819532,0.00017447797,0.000052615153],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001136209,0.00031863464,0.33804187,0.00007479451,0.00027475224,0.00034560543,0.0030736253,9.1785034e-7,0.074457094,0.0006743249,0.4622662,0.11933596],"study_design_scores_gemma":[0.0064852317,0.0047444226,0.63370305,0.0035997825,0.00018673291,0.00015816753,0.0019932385,3.2154344e-7,0.0028748196,0.0014610676,0.3445658,0.00022734447],"about_ca_topic_score_codex":0.0035923955,"about_ca_topic_score_gemma":0.0379101,"teacher_disagreement_score":0.29566118,"about_ca_system_score_codex":0.0000305204,"about_ca_system_score_gemma":0.00027916592,"threshold_uncertainty_score":0.9949038},"labels":[],"label_agreement":null},{"id":"W2464144715","doi":"10.1136/jech-2015-206543","title":"Interventions to reduce childhood antibiotic prescribing for upper respiratory infections: systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"Journal of Epidemiology & Community Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Medical Research Council","keywords":"Medicine; Psychological intervention; Meta-analysis; Upper respiratory infections; Intensive care medicine; Antibiotics; Systematic review; Respiratory tract infections; MEDLINE; Respiratory system; Pediatrics; Family medicine; Internal medicine; Nursing","score_opus":0.2574980449556761,"score_gpt":0.46635808807874496,"score_spread":0.20886004312306888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464144715","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008165868,0.9905627,0.0030897388,0.0025766084,0.0003133933,0.0030963074,0.00030304678,0.0000222089,0.00002784564],"genre_scores_gemma":[0.000087915316,0.994083,0.00057009526,0.004595228,0.00004445458,0.000060177215,0.000058328616,0.000040842104,0.00045996747],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9700129,0.023591403,0.0053213495,0.00040065768,0.00004900312,0.00062469527],"domain_scores_gemma":[0.9789339,0.012593006,0.0063988026,0.0014923855,0.00039586038,0.00018607573],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.023717914,0.00056669296,0.015924392,0.0010686181,0.0008638242,0.000012212209,0.0008877653,0.00061646657,0.00011220639],"category_scores_gemma":[0.016112894,0.0003192982,0.0066407043,0.0005842163,0.00029231334,0.000113596616,0.00026534946,0.002081901,0.00004800869],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000785669,0.00036069998,0.000019263125,0.8656408,0.12311152,7.944915e-7,0.00008499858,5.139136e-7,5.080243e-7,0.00047333658,0.0073898616,0.0029098005],"study_design_scores_gemma":[0.00027975338,0.0009884832,0.000071524184,0.3079437,0.56952363,0.0002503473,0.00006864866,1.5719545e-8,4.877498e-7,0.000126302,0.12046296,0.00028412306],"about_ca_topic_score_codex":0.00014122887,"about_ca_topic_score_gemma":0.00030600667,"teacher_disagreement_score":0.5576971,"about_ca_system_score_codex":0.00027454234,"about_ca_system_score_gemma":0.00066855125,"threshold_uncertainty_score":0.9999259},"labels":[],"label_agreement":null},{"id":"W2465021995","doi":"","title":"Drug and poison information centres: An emergent need for health care professionals in Pakistan.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Medical emergency; Health care; Family medicine; Public health; Unavailability; Drug; Nursing; Psychiatry","score_opus":0.009129869264118688,"score_gpt":0.27315156490320336,"score_spread":0.2640216956390847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465021995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835989,0.005312257,0.00020288127,0.008495389,0.0005753147,0.0014627094,0.00013756457,0.000039334423,0.0001756495],"genre_scores_gemma":[0.9977769,0.0001531546,0.0000316294,0.00055248593,0.0000148805475,0.00014585762,0.00009079358,0.000004700442,0.0012295959],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992619,0.00007275218,0.00023179193,0.000111642425,0.000020507347,0.00030136478],"domain_scores_gemma":[0.99969804,0.000043317254,0.0000927445,0.000097269716,0.000036715664,0.000031927713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018704626,0.00007439138,0.00013054645,0.0000615606,0.000097131546,0.00000606701,0.00006108627,0.00007462892,0.00001821963],"category_scores_gemma":[0.000021209891,0.000045461074,0.000020942613,0.00004280087,0.00004115676,0.00019999994,0.000020491114,0.000045292243,0.000009655309],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014115875,0.00029216905,0.043977868,0.00065019494,0.0001000067,0.0000010485293,0.024638658,4.1837254e-7,0.001481871,0.004502012,0.04812761,0.87481654],"study_design_scores_gemma":[0.0053455723,0.000093502276,0.79838544,0.00019826881,0.000013444956,0.0000034484976,0.023243926,9.815524e-7,0.007829176,0.00013910499,0.16445641,0.00029070693],"about_ca_topic_score_codex":0.00008735966,"about_ca_topic_score_gemma":0.00043464938,"teacher_disagreement_score":0.87452585,"about_ca_system_score_codex":0.000055010245,"about_ca_system_score_gemma":0.000040687897,"threshold_uncertainty_score":0.18538488},"labels":[],"label_agreement":null},{"id":"W2470204488","doi":"","title":"Influence of prescribed daily doses (PDD) versus defined daily doses (DDD) as a tool for measurement of antibacterial (ABX) use; results of a 6.5 year survey in Calgary Health Region (CHR)","year":2006,"lang":"en","type":"article","venue":"44th Annual Meeting","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"ABX test; Medicine; Environmental health; Statistics","score_opus":0.03246864564611415,"score_gpt":0.2610641094369796,"score_spread":0.22859546379086546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2470204488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99739015,0.001056687,0.000032225842,0.000057513174,0.0002818671,0.00056244625,0.00044147647,0.000021931988,0.00015572143],"genre_scores_gemma":[0.9989433,0.00010684113,0.00058905035,0.00002255709,0.00003094511,0.0000053919052,0.00018222681,0.000018897834,0.000100757854],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9973955,0.00052621565,0.0011314261,0.000371558,0.0001394673,0.0004358275],"domain_scores_gemma":[0.99764025,0.00067777344,0.0008323507,0.00031782466,0.0005082288,0.000023598595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014635884,0.00020765497,0.0006392074,0.000148486,0.00008709655,0.000008107985,0.00022499893,0.000224919,0.0000039187],"category_scores_gemma":[0.0025365823,0.00018679348,0.0001015684,0.00024101642,0.00024724615,0.00015306036,0.00007789876,0.00014777239,0.0000029696862],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06333837,0.0010317137,0.2047281,0.0013317942,0.00031782655,0.0000126965315,0.002949808,0.0004491579,0.7192812,0.0008008101,0.0047087264,0.0010498059],"study_design_scores_gemma":[0.011778463,0.001740289,0.80076444,0.0015995522,0.000050747774,0.000005834793,0.0005430056,0.0000037011491,0.18237065,0.000033297714,0.00082092424,0.0002890828],"about_ca_topic_score_codex":0.030624116,"about_ca_topic_score_gemma":0.0058096233,"teacher_disagreement_score":0.5960364,"about_ca_system_score_codex":0.000054329088,"about_ca_system_score_gemma":0.00038102936,"threshold_uncertainty_score":0.97583103},"labels":[],"label_agreement":null},{"id":"W2470650984","doi":"10.1016/s0140-6736(16)31079-0","title":"UN High-Level Meeting on antimicrobials—what do we need?","year":2016,"lang":"en","type":"article","venue":"The Lancet","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scopus; Antibiotic resistance; Government (linguistics); Political science; Medicine; Accountability; Antimicrobial; Library science; Family medicine; MEDLINE; Antibiotics; Computer science; Biology; Microbiology; Law","score_opus":0.02303329790986615,"score_gpt":0.23602092870384814,"score_spread":0.21298763079398197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2470650984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89412194,0.015948867,0.0002040192,0.083963834,0.0020131012,0.00020240886,0.000097906384,0.00015402888,0.0032938991],"genre_scores_gemma":[0.9792465,0.010981683,0.0000991702,0.0015303673,0.00033252154,0.0000016368996,0.0000056428953,0.000016242566,0.007786225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907655,0.00014993783,0.00016059009,0.00021017379,0.000028058492,0.00037468885],"domain_scores_gemma":[0.99913436,0.00024196104,0.000089535526,0.000495973,0.000027015973,0.000011140406],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027980225,0.00013768455,0.00029763122,0.000028283848,0.00023406107,0.000030880543,0.0004087471,0.00013939381,0.00049081794],"category_scores_gemma":[0.000051103838,0.00006255,0.00005821633,0.000069815076,0.00022303115,0.0000761364,0.00007569369,0.00015582767,0.002144391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031242036,0.00005830376,0.0006965482,0.000019752284,0.00016110187,0.0000074022546,0.00028237188,0.0000014190155,0.8295323,0.015739448,0.098681495,0.054507386],"study_design_scores_gemma":[0.0026789028,0.00010084982,0.006217185,0.0014429085,0.000045430064,0.0000327871,0.00033214028,1.9398574e-7,0.6192851,0.0023667796,0.36722457,0.00027312044],"about_ca_topic_score_codex":0.000023352108,"about_ca_topic_score_gemma":0.000010183442,"teacher_disagreement_score":0.2685431,"about_ca_system_score_codex":0.000014154566,"about_ca_system_score_gemma":0.000019473571,"threshold_uncertainty_score":0.99863255},"labels":[],"label_agreement":null},{"id":"W2473138844","doi":"10.1186/s13017-016-0089-y","title":"Antimicrobials: a global alliance for optimizing their rational use in intra-abdominal infections (AGORA)","year":2016,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":198,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Manitoba; University of Toronto; McMaster University; Foothills Medical Centre","funders":"National Institute on Minority Health and Health Disparities; National Institute of Allergy and Infectious Diseases; Engineering and Physical Sciences Research Council","keywords":"Medicine; Intensive care medicine; Antimicrobial; Agora; Antibiotic resistance; Antibiotics; Microbiology; Biology","score_opus":0.08010618582958856,"score_gpt":0.33649935845433965,"score_spread":0.2563931726247511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473138844","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018936308,0.98782676,0.0024844524,0.00017453381,0.008512514,0.00039153933,0.00032711017,0.000013773359,0.00007995182],"genre_scores_gemma":[0.0002731959,0.99670094,0.00046022478,0.000039837425,0.00046081407,0.000013565639,0.00006555943,0.000038461127,0.0019474267],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631923,0.0005000362,0.0022412061,0.00033769864,0.000063897336,0.00053791114],"domain_scores_gemma":[0.9963589,0.0011922336,0.0018549073,0.00025415947,0.00028909644,0.000050709863],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011484567,0.00046695242,0.0021850478,0.00049091695,0.0001817454,0.000024797211,0.00032664498,0.00037722333,0.00078615337],"category_scores_gemma":[0.00052082556,0.00031379785,0.0016664813,0.0006672781,0.00012721252,0.00032431845,0.0000507942,0.00053496886,0.00006249343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043816186,0.00087602343,0.0031776077,0.0054063885,0.002929304,0.000105684536,0.000057424164,0.000017003349,0.00057577743,0.00075953425,0.29713362,0.6885235],"study_design_scores_gemma":[0.00033768782,0.000037049635,0.00013431154,0.017043116,0.00031590406,0.00028318385,0.0000111232175,3.3075952e-7,0.000044592773,0.0001323626,0.98128897,0.00037135158],"about_ca_topic_score_codex":0.000014544086,"about_ca_topic_score_gemma":0.00028642162,"teacher_disagreement_score":0.68815213,"about_ca_system_score_codex":0.00020283715,"about_ca_system_score_gemma":0.0008783592,"threshold_uncertainty_score":0.9999314},"labels":[],"label_agreement":null},{"id":"W2483167889","doi":"10.1186/s12879-016-1679-8","title":"Reducing co-administration of proton pump inhibitors and antibiotics using a computerized order entry alert and prospective audit and feedback","year":2016,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; Toronto East General Hospital; University of Toronto","funders":"Department of Medicine, University of Toronto; Toronto East General Hospital Foundation","keywords":"Medicine; Antibiotics; Antimicrobial stewardship; Clostridium difficile; Antibiotic Stewardship; Prospective cohort study; Stewardship (theology); Lansoprazole; Audit; Intensive care medicine; Metronidazole; Proton-pump inhibitor; Medical microbiology; Internal medicine; Emergency medicine; Antibiotic resistance; Microbiology; Helicobacter pylori","score_opus":0.008787068288769673,"score_gpt":0.24462198042462233,"score_spread":0.23583491213585264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483167889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966094,0.0012234586,0.0011937302,0.00002753481,0.00014800273,0.0006025096,0.000050477604,0.00004509521,0.00009977307],"genre_scores_gemma":[0.99923295,0.00041745554,0.00014628378,0.000014079494,0.000044359433,0.0000019584618,0.000009004607,0.000012246673,0.00012165601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921197,0.000086310916,0.00021354806,0.0002885432,0.000030442872,0.00016917082],"domain_scores_gemma":[0.99951273,0.00010610321,0.00016034758,0.00011051457,0.00007439048,0.00003589634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005832512,0.00014997603,0.00024582582,0.00006534218,0.00017542715,0.000023145169,0.000028167344,0.00012393747,0.000020071828],"category_scores_gemma":[0.00008130977,0.000107045,0.000028655028,0.00007381389,0.00051089743,0.00011375115,0.000049163522,0.00005643394,0.0000027616343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004300457,0.00020729491,0.77136606,0.00044031747,0.000116019924,0.0000038509525,0.00016120236,0.0000010816333,0.22615075,0.0001531262,0.00006229784,0.0009079772],"study_design_scores_gemma":[0.005573826,0.0007340793,0.6441074,0.001208193,0.00024670787,0.00027865055,0.00021127114,0.000047527144,0.34668633,0.00028953952,0.00021492902,0.00040151423],"about_ca_topic_score_codex":0.000036484475,"about_ca_topic_score_gemma":0.000018912435,"teacher_disagreement_score":0.12725861,"about_ca_system_score_codex":0.000022849012,"about_ca_system_score_gemma":0.0001109078,"threshold_uncertainty_score":0.43651685},"labels":[],"label_agreement":null},{"id":"W2485641419","doi":"10.1057/9781137476289_6","title":"Antibiotics and Health in the Northeast and Beyond: Experts on U.S., Canadian, and European Rules","year":2014,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Agricultural economics; Geography; Agricultural science; Archaeology; Environmental science; Economics","score_opus":0.011323307940026457,"score_gpt":0.22518156227629263,"score_spread":0.21385825433626618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485641419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96285194,0.0033658154,0.000019587007,0.010528724,0.000086056054,0.00012541184,0.0000109604625,0.000012301391,0.02299918],"genre_scores_gemma":[0.9921944,0.00088519504,0.00004665003,0.006263039,0.000014387035,4.5022748e-8,0.000011188227,0.0000067539204,0.0005783239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993061,0.00019040144,0.000108069726,0.00017080916,0.000011964381,0.00021268804],"domain_scores_gemma":[0.99975014,0.00005724817,0.000025528754,0.00012336648,0.0000066256885,0.000037095364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003490131,0.00008926813,0.00012546642,0.000056911256,0.0001984177,0.000018912157,0.00006077092,0.0000518585,0.000012327229],"category_scores_gemma":[0.000011951102,0.000053259755,0.000007858113,0.00002983063,0.00018377962,0.000020182006,0.000021856828,0.00009919961,0.000019671774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011558637,0.00027810058,0.5840344,0.00018627832,0.00012444031,0.0000529088,0.014235288,8.651657e-7,0.005047862,0.13120884,0.047928806,0.21678662],"study_design_scores_gemma":[0.00097491546,0.00036023228,0.88838804,0.000082981656,0.000008504729,0.0001325764,0.002756248,0.0000124759445,0.0002662667,0.0002619326,0.10654217,0.00021366234],"about_ca_topic_score_codex":0.010480274,"about_ca_topic_score_gemma":0.08431227,"teacher_disagreement_score":0.30435362,"about_ca_system_score_codex":0.000006898356,"about_ca_system_score_gemma":0.00002104205,"threshold_uncertainty_score":0.996109},"labels":[],"label_agreement":null},{"id":"W2501234266","doi":"10.1016/j.jclinepi.2016.07.008","title":"A primary care Web-based Intervention Modeling Experiment replicated behavior changes seen in earlier paper-based experiment","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"Medical Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; University of Aberdeen; Scottish Government","keywords":"Intervention (counseling); Primary care; Computer science; Medicine; Psychology; Family medicine; Nursing","score_opus":0.1414147870448781,"score_gpt":0.43167491854729284,"score_spread":0.29026013150241475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501234266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97619605,0.012020868,0.005809574,0.0041792053,0.0012852959,0.00029144005,0.0000127834455,0.000028576422,0.00017620792],"genre_scores_gemma":[0.99595046,0.00055865647,0.0012918093,0.0017470783,0.0001535503,0.000026484673,0.000021901222,0.000022801438,0.00022726324],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9925586,0.0032484266,0.0031947852,0.00045058882,0.000070544986,0.00047703835],"domain_scores_gemma":[0.9945426,0.003132618,0.001599264,0.00042084145,0.00021070593,0.0000939608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005455477,0.00024231826,0.0017223946,0.00015500751,0.0000620575,0.0000037313143,0.0003518209,0.00072345074,0.0005294434],"category_scores_gemma":[0.0022708583,0.00014628044,0.0006643206,0.00008469145,0.00033593338,0.000074266856,0.00007056613,0.0006254251,0.000052504947],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008459308,0.00396893,0.34454688,0.00024361769,0.00048368127,0.00017465005,0.00030602925,0.00054083497,0.5597008,0.00027879194,0.0033475177,0.07794895],"study_design_scores_gemma":[0.11125155,0.02293414,0.53433526,0.013094436,0.0010859029,0.00028964595,0.0028254916,0.0020292557,0.23415181,0.00088223914,0.074430875,0.0026893762],"about_ca_topic_score_codex":0.00005106404,"about_ca_topic_score_gemma":0.000051384824,"teacher_disagreement_score":0.325549,"about_ca_system_score_codex":0.00017805382,"about_ca_system_score_gemma":0.0002736941,"threshold_uncertainty_score":0.5965143},"labels":[],"label_agreement":null},{"id":"W2513038652","doi":"10.1186/s12889-016-3541-8","title":"Rational use of antibiotics by community health workers and caregivers for children with suspected pneumonia in Zambia: a cross-sectional mixed methods study","year":2016,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Global Affairs Canada; Government of the United Kingdom","keywords":"Medicine; Biostatistics; Cross-sectional study; Pneumonia; Public health; Environmental health; Epidemiology; Antibiotics; Pediatrics; Family medicine; Intensive care medicine; Nursing; Internal medicine; Pathology","score_opus":0.04692758935059149,"score_gpt":0.35318969939968076,"score_spread":0.30626211004908926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513038652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835378,0.0004923362,0.0134737715,0.0009566346,0.0001551417,0.0009816485,0.0003634701,0.000034229437,0.0000049509417],"genre_scores_gemma":[0.99506253,0.00008238731,0.004192832,0.00011958158,0.000010753333,0.0000027695426,0.00019557924,0.000016815035,0.00031672386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966971,0.0019297323,0.0005213563,0.00030865305,0.00006579377,0.00047734453],"domain_scores_gemma":[0.99821323,0.0009012119,0.00035267315,0.00029160475,0.00015655108,0.00008474017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021957627,0.00016524301,0.00043337178,0.00015928381,0.00047327956,0.000033221462,0.00016303567,0.00014649316,0.000014730903],"category_scores_gemma":[0.000293553,0.000114307855,0.00004203517,0.00025632122,0.00043598627,0.00017626559,0.00006518171,0.0002737041,0.0000012682899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002445284,0.0006610201,0.9938898,0.00006244009,0.00014394091,1.4151237e-7,0.0007626649,0.0000013272155,0.0011809942,0.00024368054,0.0014408743,0.0013685938],"study_design_scores_gemma":[0.0038725012,0.0010214065,0.9925242,0.00005783256,0.0000053696035,0.000015906266,0.0015493208,0.0000022439026,0.00021013,0.000014139925,0.00060697825,0.000119978606],"about_ca_topic_score_codex":0.0071806535,"about_ca_topic_score_gemma":0.016740367,"teacher_disagreement_score":0.011524742,"about_ca_system_score_codex":0.00021194779,"about_ca_system_score_gemma":0.0012518037,"threshold_uncertainty_score":0.9994306},"labels":[],"label_agreement":null},{"id":"W2513117841","doi":"10.4212/cjhp.v69i4.1577","title":"Development of an Antimicrobial Stewardship Program in a Rural and Remote Health Authority","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Business; Political science; Chemistry; Antibiotic resistance","score_opus":0.016766057858044595,"score_gpt":0.28862517499201434,"score_spread":0.27185911713396976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513117841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939258,0.0017794501,0.000021101006,0.0035611677,0.0004671567,0.00017969766,0.000013487366,0.0000040989885,0.000048033948],"genre_scores_gemma":[0.9986743,0.00010885616,0.0009889683,0.0000967338,0.000034509056,2.2735227e-7,0.0000017618142,0.0000072761886,0.000087401386],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905217,0.00013737414,0.00039094806,0.00007940734,0.000032395004,0.00030769422],"domain_scores_gemma":[0.9994468,0.000024204908,0.00024917777,0.000088423396,0.00006787645,0.00012352646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005796748,0.00009507215,0.00022209644,0.00010477429,0.00017601189,0.000012537186,0.00022182682,0.00004510791,0.000033226177],"category_scores_gemma":[0.000028267563,0.00005275436,0.000039594626,0.000079632,0.00030551615,0.000114382136,0.000015992704,0.00020730012,0.0000055130436],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029717034,0.0002177826,0.0149199655,0.00007307451,0.00020183653,0.00007729293,0.008554728,4.265008e-7,0.040113207,0.00023100557,0.0012638782,0.9340496],"study_design_scores_gemma":[0.021441119,0.004871705,0.51813155,0.0045297267,0.00016146112,0.0012577873,0.005009663,0.000013281838,0.2859458,0.0013709087,0.15592511,0.0013418619],"about_ca_topic_score_codex":0.005642072,"about_ca_topic_score_gemma":0.039233465,"teacher_disagreement_score":0.9327078,"about_ca_system_score_codex":0.00010433711,"about_ca_system_score_gemma":0.0014831268,"threshold_uncertainty_score":0.978298},"labels":[],"label_agreement":null},{"id":"W2513350135","doi":"10.1016/s1473-3099(16)30215-8","title":"Use of standardised patients to assess antibiotic dispensing for tuberculosis by pharmacies in urban India: a cross-sectional study","year":2016,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"Fogarty International Center; Canadian Institutes of Health Research; Grand Challenges Canada; World Bank Group; Canadian Thoracic Society; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation","keywords":"Medicine; Pharmacy; Referral; Medical prescription; Cross-sectional study; Tuberculosis; Antibiotics; Pediatrics; Family medicine","score_opus":0.03657255046902441,"score_gpt":0.312812244647481,"score_spread":0.27623969417845656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513350135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99646395,0.0002346322,0.00015269677,0.000055954853,0.0003925316,0.0008856695,0.0017101811,0.00005721681,0.000047153608],"genre_scores_gemma":[0.9994959,0.00005188324,0.000004794141,0.00014821334,0.000052252413,0.000017455932,0.000047198748,0.000017302576,0.0001649884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988343,0.00019178863,0.00030477322,0.00026973052,0.00007283795,0.00032653334],"domain_scores_gemma":[0.9989244,0.0005356596,0.0001254687,0.00025177005,0.00013334633,0.000029352737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017945352,0.00015870824,0.00036256618,0.00008545204,0.00020499702,0.000041281743,0.0001575581,0.000069782385,0.000042332613],"category_scores_gemma":[0.00030739617,0.00009078833,0.000097716525,0.00016909417,0.00022319925,0.00014881983,0.0000703254,0.00008099197,0.00001750089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075349037,0.0009660798,0.97875524,0.000042224674,0.00023866852,0.0000010074585,0.00017760182,0.00000957677,0.014539648,0.000040912266,0.0040268637,0.00044869035],"study_design_scores_gemma":[0.0036596893,0.00033601164,0.98628896,0.00007780557,0.0000789201,0.0000012840104,0.000039866507,5.810496e-7,0.008480259,0.00004812264,0.0008420976,0.00014639333],"about_ca_topic_score_codex":0.00009155733,"about_ca_topic_score_gemma":0.000086733715,"teacher_disagreement_score":0.007533733,"about_ca_system_score_codex":0.0000737203,"about_ca_system_score_gemma":0.00004074439,"threshold_uncertainty_score":0.37022406},"labels":[],"label_agreement":null},{"id":"W2513709500","doi":"10.1108/ijhg-02-2016-0011","title":"Antimicrobial stewardship: a Canadian perspective","year":2016,"lang":"en","type":"article","venue":"International Journal of Health Governance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Agency (philosophy); Standardization; Public relations; Political science; Public health; Originality; Consistency (knowledge bases); Public administration; Medicine; Business; Environmental resource management; Sociology; Nursing; Politics; Social science","score_opus":0.009719122532361155,"score_gpt":0.27303070709616317,"score_spread":0.263311584563802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513709500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54604256,0.039255425,0.004364764,0.38022602,0.021805448,0.00032378346,0.0007937563,0.000040193605,0.007148084],"genre_scores_gemma":[0.992914,0.002108166,0.00012859017,0.001848786,0.00018863719,2.588199e-7,0.0000013082423,0.000008743882,0.002801481],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989887,0.000093338705,0.00042534806,0.00012302097,0.0001001814,0.0002694037],"domain_scores_gemma":[0.9986565,0.000067531044,0.0006232335,0.00009040238,0.0005055869,0.000056713663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033304683,0.00009229013,0.00020886587,0.00008736964,0.00008336382,0.000011770312,0.0004337804,0.000077128636,0.00038877767],"category_scores_gemma":[0.00018505688,0.000059060334,0.00009950435,0.000048918722,0.00011191942,0.00015665006,0.000024236488,0.0001653136,0.00018931656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016006927,0.00061136775,0.04082535,0.00004718538,0.0024269857,0.0008317089,0.0032857622,0.000009921101,0.105262265,0.09664166,0.6009106,0.14754653],"study_design_scores_gemma":[0.0052518104,0.0004572648,0.12502307,0.001738987,0.000026779982,0.0027490277,0.0005313096,4.4733753e-7,0.020650994,0.0018410821,0.84137344,0.00035581537],"about_ca_topic_score_codex":0.01882605,"about_ca_topic_score_gemma":0.012948852,"teacher_disagreement_score":0.4468715,"about_ca_system_score_codex":0.0008108619,"about_ca_system_score_gemma":0.0012432971,"threshold_uncertainty_score":0.9877077},"labels":[],"label_agreement":null},{"id":"W2515633145","doi":"10.1111/evj.12638","title":"Use of large‐scale veterinary data for the investigation of antimicrobial prescribing practices in equine medicine","year":2016,"lang":"en","type":"article","venue":"Equine Veterinary Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Animal Welfare Foundation","keywords":"Medical prescription; Medicine; Enrofloxacin; Antimicrobial; Clarithromycin; Population; Family medicine; Antibiotic resistance; Veterinary medicine; Retrospective cohort study; Cohort; Environmental health; Antibiotics; Internal medicine; Ciprofloxacin; Pharmacology; Biology; Microbiology","score_opus":0.19705963940468574,"score_gpt":0.36001946086397846,"score_spread":0.16295982145929272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515633145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902025,0.0024155085,0.0027382378,0.0034045978,0.0007738806,0.00023516115,0.0002018957,0.000009041261,0.000019173027],"genre_scores_gemma":[0.9969088,0.0011867472,0.0011460372,0.00009156055,0.00015518442,0.0000019800068,0.000051595947,0.000016153886,0.00044195872],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846095,0.0002842291,0.0006608652,0.0002314553,0.00006406828,0.00029844572],"domain_scores_gemma":[0.99740946,0.000925342,0.00099842,0.00052242895,0.00012072156,0.000023625698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012682574,0.00014515356,0.00033943847,0.00013720672,0.00014064346,0.0000094897205,0.0005718724,0.00012155847,0.00014831728],"category_scores_gemma":[0.00067692745,0.00007625666,0.000058774516,0.00012844637,0.00046621665,0.00062729703,0.00034540382,0.00020949695,0.0000038802964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015499577,0.00008852828,0.003153824,0.000114308255,0.00012345046,0.000022582435,0.00047821912,0.0000027703854,0.98630565,0.00003129654,0.00671892,0.0014105004],"study_design_scores_gemma":[0.031016102,0.05291978,0.068116926,0.016415881,0.0010886526,0.01401889,0.0041717184,0.000477126,0.45767623,0.00057212665,0.35210925,0.001417302],"about_ca_topic_score_codex":0.000047420304,"about_ca_topic_score_gemma":0.000019664127,"teacher_disagreement_score":0.5286294,"about_ca_system_score_codex":0.000019943776,"about_ca_system_score_gemma":0.00008086559,"threshold_uncertainty_score":0.31096563},"labels":[],"label_agreement":null},{"id":"W2518717492","doi":"10.1016/j.arcped.2016.07.004","title":"Profil de consommation et de sensibilité aux antibiotiques utilisés dans un centre hospitalier universitaire : étude rétrospective sur cinq ans","year":2016,"lang":"fr","type":"article","venue":"Archives de Pédiatrie","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec; Université Laval; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Antibiotics; Medicine; Antibiotic sensitivity; Antibiotic resistance; Internal medicine; Pediatrics; Microbiology; Biology","score_opus":0.005437999395284072,"score_gpt":0.22454042814359812,"score_spread":0.21910242874831404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518717492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675336,0.0066473205,0.0072305063,0.01147415,0.0004117156,0.0004563519,0.00059067336,0.0001441487,0.005511529],"genre_scores_gemma":[0.9702487,0.008818158,0.0016981787,0.00039763268,0.00012869228,0.0000010492596,0.000050544542,0.000048528094,0.0186085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965883,0.0012564927,0.00037002453,0.0006354109,0.00006512766,0.0010846491],"domain_scores_gemma":[0.9981772,0.00085073087,0.00024046915,0.00047884794,0.00009756519,0.00015519277],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003417851,0.00040323628,0.00045233592,0.000121464676,0.0003927102,0.000028224262,0.0003386865,0.00048775887,0.00030832243],"category_scores_gemma":[0.00024364833,0.0003400242,0.0002713618,0.00016869306,0.0014034148,0.00022313623,0.00018706024,0.00045695374,0.00015308741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004704065,0.00050208747,0.726647,0.00019326556,0.0007095023,0.00025623007,0.028888818,0.000009044861,0.1760799,0.057085708,0.00185999,0.007298023],"study_design_scores_gemma":[0.002686446,0.00046386864,0.77377975,0.00071822136,0.0004557005,0.00018295995,0.01009871,0.00005268542,0.19522667,0.009569478,0.0061030188,0.00066248555],"about_ca_topic_score_codex":0.0006146374,"about_ca_topic_score_gemma":0.001053034,"teacher_disagreement_score":0.04751623,"about_ca_system_score_codex":0.00030185952,"about_ca_system_score_gemma":0.0011422882,"threshold_uncertainty_score":0.99990517},"labels":[],"label_agreement":null},{"id":"W2520362571","doi":"10.1016/j.ijid.2016.09.016","title":"A Global Antimicrobial Conservation Fund for Low- and Middle-Income Countries","year":2016,"lang":"en","type":"editorial","venue":"International Journal of Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Antibiotic resistance; Business; Public health; Global health; Sustainable development; Political science; Economic growth; Development economics; Medicine; Economics; Health care; Biology","score_opus":0.00606124547218427,"score_gpt":0.2683304953875503,"score_spread":0.26226924991536604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520362571","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07523488,0.006017758,0.0010028844,0.0006464302,0.9105372,0.00022758536,0.006118915,0.00003651236,0.00017786626],"genre_scores_gemma":[0.48099348,0.006434893,0.000054291304,0.0004752877,0.50880337,0.000010052965,0.0005733621,0.00005395513,0.0026013115],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987633,0.00006661333,0.0005891452,0.00020946233,0.00016589685,0.00020557575],"domain_scores_gemma":[0.9964061,0.00083443214,0.00092001125,0.00009761688,0.0016989249,0.000042958294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015621979,0.00023735162,0.00043994508,0.00016262893,0.00012347598,0.00009794883,0.00031455216,0.00048122858,0.000097432465],"category_scores_gemma":[0.00083971885,0.00017677607,0.00024970033,0.000040445902,0.00031957516,0.00020007059,0.00006855504,0.00019121447,0.000019887173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017912962,0.00017193051,0.02020199,0.0003688897,0.0018905661,0.000040460556,0.000029385656,0.0000016358549,0.0002924404,0.0004056487,0.97456515,0.00024060856],"study_design_scores_gemma":[0.006547585,0.0004455519,0.0053844834,0.005681755,0.00052521686,0.00029378678,0.000020018404,6.904497e-7,0.0004922286,0.0012284896,0.979,0.00038020284],"about_ca_topic_score_codex":0.00004243262,"about_ca_topic_score_gemma":0.000076384254,"teacher_disagreement_score":0.4057586,"about_ca_system_score_codex":0.00023429118,"about_ca_system_score_gemma":0.00063773635,"threshold_uncertainty_score":0.72087187},"labels":[],"label_agreement":null},{"id":"W2536377045","doi":"10.1093/jac/dkw434","title":"Rasch analysis of the Antimicrobial Self-Assessment Toolkit for National Health Service (NHS) Trusts (ASAT v17)","year":2016,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Health Evaluation and Outcome Sciences","funders":"University of Manchester","keywords":"Rasch model; Respondent; Statistics; Scale (ratio); Psychology; Descriptive statistics; Predictive validity; Mathematics; Geography","score_opus":0.010689587042479567,"score_gpt":0.2814013762078886,"score_spread":0.270711789165409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536377045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715646,0.00026948185,0.0037585557,0.022419665,0.0011734501,0.00039728405,0.00027605591,0.000020755557,0.00012017557],"genre_scores_gemma":[0.9895095,0.0007361781,0.0031003826,0.00571641,0.00016633743,0.0000010162962,0.000015607575,0.00003094307,0.0007236317],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980128,0.0001958524,0.0009944091,0.00025448087,0.00014878986,0.00039369235],"domain_scores_gemma":[0.9972587,0.00022477063,0.0014141094,0.00027793585,0.00078500464,0.00003947095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008772973,0.00024619556,0.000846942,0.00030797048,0.00024422904,0.00002150515,0.000614544,0.00023692209,0.0003067385],"category_scores_gemma":[0.000024438043,0.00013756784,0.00076872786,0.0006666645,0.0001526853,0.00015544042,0.000048680824,0.00023064198,0.00000815227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006187464,0.00051821553,0.00635046,0.00010747223,0.0038233136,7.756243e-7,0.00043635996,0.000024988387,0.93080366,0.00022205405,0.056285314,0.0008086439],"study_design_scores_gemma":[0.01026995,0.00039679158,0.06782076,0.0005855981,0.0007102005,0.00013435358,0.00008332046,0.000015250884,0.8608233,0.00007986385,0.058671817,0.00040880675],"about_ca_topic_score_codex":0.00002199816,"about_ca_topic_score_gemma":0.00008095265,"teacher_disagreement_score":0.06998037,"about_ca_system_score_codex":0.00023459832,"about_ca_system_score_gemma":0.0009969069,"threshold_uncertainty_score":0.5609854},"labels":[],"label_agreement":null},{"id":"W2536713230","doi":"10.1093/jpids/piw062","title":"Trainee Needs in Pediatric Transplant Infectious Diseases Education","year":2016,"lang":"en","type":"article","venue":"Journal of the Pediatric Infectious Diseases Society","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"Pediatric Infectious Diseases Society; American Society of Transplantation","keywords":"Medicine; Curriculum; Transplantation; Family medicine; Medical education; Surgery; Psychology; Pedagogy","score_opus":0.0035287473113226556,"score_gpt":0.20612184599011427,"score_spread":0.2025930986787916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536713230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822686,0.013444355,0.00027068588,0.00045289472,0.0029803764,0.0002183598,0.000080029495,0.000047365524,0.00023735968],"genre_scores_gemma":[0.98625636,0.011626738,0.0000043019727,0.00025606723,0.0011503601,0.000006397476,0.0000040847326,0.00002265585,0.0006730359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985204,0.00022795939,0.0005838808,0.00017253873,0.00012340497,0.00037183697],"domain_scores_gemma":[0.99862957,0.000324978,0.00056205114,0.0002366088,0.00016489036,0.00008191688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019592604,0.00023034116,0.00035790438,0.00023198276,0.0002468441,0.000021226686,0.00031739488,0.00021907555,0.00011554694],"category_scores_gemma":[0.00016731829,0.00012624588,0.0007878973,0.0007983271,0.00013856291,0.00021726053,0.000043617627,0.00035037074,0.000038644223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005799332,0.0008976687,0.98369646,0.00012099705,0.00011451994,0.0000036142828,0.00049155176,0.000021608677,0.00067002594,0.0001151513,0.012636775,0.0011736504],"study_design_scores_gemma":[0.0049886648,0.00033123454,0.9871761,0.00013741032,0.0020912525,0.0009467185,0.00044265564,0.0000016120819,0.00009991295,0.0017155393,0.0016112451,0.00045765183],"about_ca_topic_score_codex":0.000024280183,"about_ca_topic_score_gemma":0.0000152839,"teacher_disagreement_score":0.01102553,"about_ca_system_score_codex":0.00022622079,"about_ca_system_score_gemma":0.0008695399,"threshold_uncertainty_score":0.51481575},"labels":[],"label_agreement":null},{"id":"W2539537051","doi":"10.1186/s13643-016-0364-8","title":"Methods for estimating the burden of antimicrobial resistance: a systematic literature review protocol","year":2016,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Public Health England; Imperial College London; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Medicine; Protocol (science); Antibiotic resistance; Systematic review; Antimicrobial; MEDLINE; Intensive care medicine; Alternative medicine; Antibiotics; Pathology; Microbiology","score_opus":0.029239900341183525,"score_gpt":0.3729089930420764,"score_spread":0.3436690927008929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539537051","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000055946116,0.28796986,0.13486062,0.001299617,0.000650856,0.57469326,0.000033757013,0.000053393593,0.00043304174],"genre_scores_gemma":[0.0006927249,0.012121205,0.20150258,0.00088474114,0.00042332686,0.7394879,0.000028259878,0.00013776787,0.04472154],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99162334,0.004762623,0.0028295263,0.0003686579,0.00007103038,0.00034484948],"domain_scores_gemma":[0.9936254,0.0022929895,0.0025365034,0.0012264282,0.00029655255,0.000022118818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009371949,0.00035816745,0.0028088843,0.000059706996,0.00020037158,0.000026339785,0.00068647496,0.00019085719,0.000059488917],"category_scores_gemma":[0.006874468,0.00012555502,0.00062804983,0.00032702766,0.0001736134,0.00009291355,0.000065767876,0.00013601477,0.00016343062],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020907999,0.000020697373,4.7661305e-7,0.9528412,0.00018579033,7.6876967e-7,0.00039658748,1.096729e-7,0.024611708,0.0005746756,0.021063302,0.00028376436],"study_design_scores_gemma":[0.00058590755,0.000038449623,2.5353435e-7,0.9645251,0.00054356945,0.00008816409,0.000049707738,0.000008216862,0.002807284,0.000101971906,0.031062141,0.0001892492],"about_ca_topic_score_codex":0.000002026739,"about_ca_topic_score_gemma":0.0000014041326,"teacher_disagreement_score":0.27584866,"about_ca_system_score_codex":0.000039573035,"about_ca_system_score_gemma":0.00005847216,"threshold_uncertainty_score":0.8229877},"labels":[],"label_agreement":null},{"id":"W2541208080","doi":"10.3126/ajms.v7i6.15246","title":"Knowledge, perception and practice of self-medication among premedical and basic science undergraduate medical students","year":2016,"lang":"en","type":"article","venue":"Asian Journal of Medical Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perception; Family medicine; Self-medication; Psychology","score_opus":0.013418685958021974,"score_gpt":0.32917058449057746,"score_spread":0.3157518985325555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541208080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9420869,0.0020823374,0.0021225112,0.051481117,0.00067274604,0.000076438,7.359717e-7,0.000010521672,0.0014667311],"genre_scores_gemma":[0.99538654,0.0039098836,0.00037453955,0.00013709927,0.00008502144,4.1809903e-7,1.6834615e-7,0.0000030135154,0.000103319115],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972639,0.0003642433,0.00051283283,0.00024297979,0.001346125,0.00026993302],"domain_scores_gemma":[0.99836856,0.0006922606,0.0004008286,0.000090711284,0.00015842257,0.0002892203],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010283533,0.00009709792,0.0002448103,0.00017642845,0.00026156683,0.000029032051,0.0009134624,0.00021877303,0.00032157937],"category_scores_gemma":[0.0058710356,0.000049821447,0.0000344827,0.0003041978,0.008740841,0.0004731521,0.00021658924,0.00028778776,0.000017035773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025281,0.001803175,0.2824666,0.00018522447,0.0003583086,0.0001488386,0.007215618,7.64248e-8,0.03410117,0.009933458,0.006419938,0.6571148],"study_design_scores_gemma":[0.0075493306,0.003256468,0.9379306,0.0057218666,0.00033256345,0.006495396,0.01090025,0.000071420654,0.003256126,0.0020035475,0.022024961,0.0004574997],"about_ca_topic_score_codex":0.000010133651,"about_ca_topic_score_gemma":0.000012140339,"teacher_disagreement_score":0.6566573,"about_ca_system_score_codex":0.00003179571,"about_ca_system_score_gemma":0.00093020103,"threshold_uncertainty_score":0.9939568},"labels":[],"label_agreement":null},{"id":"W2544215168","doi":"10.4212/cjhp.v69i5.1595","title":"Development and Implementation of an Antimicrobial Stewardship Program in a Rural Hospital","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Medicine; Political science; Microbiology; Antibiotic resistance; Antibiotics; Biology","score_opus":0.009883278481256724,"score_gpt":0.27600424836908555,"score_spread":0.26612096988782885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544215168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967183,0.0006120023,0.000004386515,0.0019166147,0.0004754633,0.0002243635,0.000017068376,0.0000034663908,0.00002836555],"genre_scores_gemma":[0.99960893,0.000048343947,0.00020442589,0.00004400429,0.000035526416,0.0000014409206,0.0000036917531,0.000008010596,0.000045593897],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992176,0.00006764932,0.0003452778,0.00007531496,0.00003449805,0.00025964217],"domain_scores_gemma":[0.9995375,0.000021195185,0.0002166389,0.000070538,0.000079849015,0.00007424605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026149873,0.00009622069,0.00016301035,0.00011072918,0.00011038039,0.000016731701,0.0001963024,0.000038566395,0.00008538643],"category_scores_gemma":[0.000012411592,0.000054557586,0.00003934834,0.00007169933,0.00025260338,0.00018784152,0.000014738926,0.00012857179,0.000006697568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027592422,0.00043792973,0.28610748,0.00006533584,0.00049623055,0.00018794442,0.020356387,8.401549e-7,0.11477119,0.00067224464,0.0023177275,0.5743108],"study_design_scores_gemma":[0.009534641,0.0019830726,0.47763106,0.00046671263,0.00010043867,0.00018938146,0.0073189093,6.7535063e-7,0.4829588,0.00022501107,0.019140858,0.0004504199],"about_ca_topic_score_codex":0.0037294088,"about_ca_topic_score_gemma":0.026970115,"teacher_disagreement_score":0.57386035,"about_ca_system_score_codex":0.00007326504,"about_ca_system_score_gemma":0.0006628401,"threshold_uncertainty_score":0.9907851},"labels":[],"label_agreement":null},{"id":"W2546306249","doi":"10.1016/j.jval.2016.09.432","title":"Seasonal Variations of Outpatient Antibiotic use in Austria","year":2016,"lang":"en","type":"article","venue":"Value in Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Quarter (Canadian coin); Medicine; Population; Demography; Antibiotics; Defined daily dose; Lincosamides; Pediatrics; Environmental health; Geography; Antibiotic resistance; Biology","score_opus":0.04063148796038186,"score_gpt":0.271867072856534,"score_spread":0.23123558489615215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546306249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968631,0.0009434187,0.0003653659,0.0010761991,0.00039600118,0.00021229722,0.000053449345,0.000011717395,0.00007842835],"genre_scores_gemma":[0.99858993,0.0002933632,0.00023901023,0.00007360291,0.000008871412,7.141086e-7,0.000008190638,0.000005938935,0.0007803997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884814,0.0003019379,0.00039186477,0.0001677124,0.000029022025,0.0002613171],"domain_scores_gemma":[0.99934673,0.00030841934,0.00013848669,0.00016499167,0.000023413382,0.000017934683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036366025,0.00007297374,0.00021500036,0.0001251287,0.000032727075,0.0000020222672,0.00008360774,0.00012507653,0.00007313755],"category_scores_gemma":[0.00017737951,0.000050259998,0.00003073336,0.00017433362,0.00008304208,0.000055670695,0.000024355775,0.000114001705,0.00006931871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019888597,0.00079945126,0.938035,0.00019269373,0.000040636998,0.000006996964,0.0009511263,0.00017608897,0.022881009,0.030491697,0.0011769395,0.005049488],"study_design_scores_gemma":[0.0028950926,0.00040020535,0.98520553,0.0015692342,0.000006563827,0.0000071426593,0.00011497074,0.000067959234,0.005840878,0.0004790545,0.0032515898,0.00016175736],"about_ca_topic_score_codex":0.0036939147,"about_ca_topic_score_gemma":0.00031892932,"teacher_disagreement_score":0.047170565,"about_ca_system_score_codex":0.0001039207,"about_ca_system_score_gemma":0.00021388673,"threshold_uncertainty_score":0.5584119},"labels":[],"label_agreement":null},{"id":"W2546691542","doi":"10.1136/bmjopen-2016-012675","title":"Using a simple point-prevalence survey to define appropriate antibiotic prescribing in hospitalised children across the UK","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"NIHR Imperial Biomedical Research Centre; University Hospitals Coventry and Warwickshire NHS Trust; Sheffield Children's NHS Foundation Trust; Public Health England; Imperial College London; Universiteit Antwerpen; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; European Commission; McMaster University; Executive Agency for Health and Consumers; University of Oxford; Alder Hey Children's NHS Foundation Trust","keywords":"Medicine; Antibiotics; Medical prescription; Antibiotic resistance; Pediatrics; Tazobactam; Piperacillin; Emergency medicine; Nursing","score_opus":0.06931870390658311,"score_gpt":0.3611204825447678,"score_spread":0.2918017786381847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546691542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99438775,0.00030354602,0.00050103426,0.00044362538,0.00022014427,0.003734761,0.0002139963,0.000020917432,0.0001742448],"genre_scores_gemma":[0.997915,0.000023400533,0.00018698323,0.00029842928,0.000024647405,0.000017708959,0.000025194728,0.000022260054,0.0014863178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998047,0.00048396408,0.00038410205,0.000459036,0.000055095465,0.0005708106],"domain_scores_gemma":[0.9988475,0.0002046263,0.00015400881,0.0007038799,0.000059558544,0.000030422818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018043052,0.00019194456,0.00033633565,0.00003835339,0.0002640077,0.000079916186,0.0010457388,0.00014953058,0.0001837629],"category_scores_gemma":[0.0005157764,0.000104291765,0.00005710083,0.0002432191,0.00018747608,0.00016744583,0.00094624865,0.00013989143,0.00034322758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004916055,0.00008132569,0.9172235,0.00003300422,0.00008965638,0.0000075291405,0.00061709544,0.000017840652,0.07881717,0.00009585011,0.0012233602,0.001302052],"study_design_scores_gemma":[0.0016476208,0.00008417612,0.9789207,0.00060652057,0.00001633614,0.00003228268,0.0001379593,0.000004774447,0.018112827,0.00008765657,0.00007495416,0.00027419557],"about_ca_topic_score_codex":0.004196255,"about_ca_topic_score_gemma":0.002624393,"teacher_disagreement_score":0.06169718,"about_ca_system_score_codex":0.000045311102,"about_ca_system_score_gemma":0.000093604336,"threshold_uncertainty_score":0.634351},"labels":[],"label_agreement":null},{"id":"W2548080119","doi":"10.5539/jmbr.v6n1p80","title":"The Synthesis and Characterizes of Nano-Metallic Particles Against Antibiotic Resistant Bacteria, Isolated from Rasoul-e-Akram Hospital’s Patients, Tehran, Iran","year":2016,"lang":"en","type":"article","venue":"Journal of Molecular Biology Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Tehran","keywords":"Antibiotics; Bacteria; Pseudomonas aeruginosa; Microbiology; Antibiotic resistance; Klebsiella pneumonia; Staphylococcus aureus; Gram-negative bacteria; Antibacterial activity; Antibiotic sensitivity; Antimicrobial; Agar diffusion test; Gram-positive bacteria; Chemistry; Biology; Escherichia coli; Biochemistry","score_opus":0.014807268796968568,"score_gpt":0.2697280439980853,"score_spread":0.2549207752011167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548080119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98964864,0.008080415,0.00008870153,0.0015232717,0.00033319832,0.00020172985,0.00008414001,0.000007935655,0.000031982006],"genre_scores_gemma":[0.9942738,0.0054046316,0.000093644485,0.000034745473,0.000033104483,0.0000018204732,0.000009543892,0.000021203008,0.00012753751],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968745,0.0014264225,0.0007331688,0.00028674418,0.00012703802,0.0005521037],"domain_scores_gemma":[0.9971172,0.0014344978,0.0004980251,0.00038433325,0.0004990282,0.0000668692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375317,0.00019054615,0.0005268073,0.00017824263,0.00029553348,0.000029563,0.00052530906,0.00033532607,0.00005372226],"category_scores_gemma":[0.001331693,0.00009528243,0.00016888748,0.00018677463,0.0016094989,0.00008286369,0.00017707021,0.0003612246,0.00003218411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011178713,0.0002191039,0.025581589,0.00001877766,0.0006213421,0.000021942,0.00009332187,1.73381e-8,0.9618258,0.00026001505,0.00014684262,0.010093373],"study_design_scores_gemma":[0.0014546635,0.0012783885,0.11384199,0.00040866723,0.00007445602,0.000010639349,0.00015522673,3.5226327e-7,0.87802005,0.0004774625,0.0041204384,0.00015764218],"about_ca_topic_score_codex":0.00003386958,"about_ca_topic_score_gemma":0.000013339076,"teacher_disagreement_score":0.0882604,"about_ca_system_score_codex":0.00003430559,"about_ca_system_score_gemma":0.000101283564,"threshold_uncertainty_score":0.5930266},"labels":[],"label_agreement":null},{"id":"W2552010769","doi":"10.1017/ice.2016.242","title":"Status of the Prevention of Multidrug-Resistant Organisms in International Settings: A Survey of the Society for Healthcare Epidemiology of America Research Network","year":2016,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"World Bank Group","keywords":"Psychological intervention; Epidemiology; Health care; Medicine; Environmental health; Survey data collection; Developing country; Business; Economic growth; Nursing","score_opus":0.042891904204900334,"score_gpt":0.35520689836385866,"score_spread":0.3123149941589583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552010769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97871304,0.005347839,0.0068285563,0.00689426,0.0009929063,0.0008202807,0.00037150038,0.0000063564153,0.00002525163],"genre_scores_gemma":[0.9979178,0.0014942373,0.00023494186,0.0001903642,0.000028230359,0.000018406447,0.000014349626,0.0000074379354,0.000094289535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950108,0.003184879,0.0010669434,0.00025164022,0.000039199138,0.0004465402],"domain_scores_gemma":[0.9888745,0.009244467,0.0011387883,0.00023810969,0.0004856364,0.000018523348],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005320645,0.00010954856,0.0007488021,0.00005151514,0.00010727783,3.8273788e-7,0.00018282785,0.00029730287,0.0000135503005],"category_scores_gemma":[0.009728155,0.000055686618,0.0003167602,0.00021519132,0.0015044777,0.000033083834,0.000115147115,0.00022747224,5.662926e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053326605,0.00014034583,0.9707642,0.00011187915,0.00029592623,2.4999547e-8,0.00021015215,0.000056557943,0.018927628,0.0034159645,0.0009151014,0.0046289065],"study_design_scores_gemma":[0.0017811534,0.00068635383,0.9899451,0.00027643624,0.000027775572,0.0000012622904,0.00010411476,0.000085593616,0.0014970483,0.0044951974,0.0010406532,0.000059271853],"about_ca_topic_score_codex":0.010344901,"about_ca_topic_score_gemma":0.0018060001,"teacher_disagreement_score":0.019204693,"about_ca_system_score_codex":0.00004919705,"about_ca_system_score_gemma":0.00015541622,"threshold_uncertainty_score":0.9986133},"labels":[],"label_agreement":null},{"id":"W2553029304","doi":"10.1186/s41479-016-0024-8","title":"Non-adherence to community oral-antibiotic treatment in children with fast-breathing pneumonia in Malawi– secondary analysis of a prospective cohort study","year":2016,"lang":"en","type":"article","venue":"Pneumonia","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University College London; McGill University; Kaiser Permanente; Bill and Melinda Gates Foundation","keywords":"Medicine; Pneumonia; Community-acquired pneumonia; Odds ratio; Prospective cohort study; Antibiotics; Cohort; Internal medicine; Cohort study; Logistic regression; Pediatrics","score_opus":0.009824775619471145,"score_gpt":0.2534367465103508,"score_spread":0.24361197089087966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553029304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762845,0.00011341468,0.00004005917,0.0000592464,0.000043718574,0.0015943953,0.00007242151,0.000029327357,0.00041898596],"genre_scores_gemma":[0.9990295,0.000035866917,0.00005216454,0.0000240231,0.000003844123,0.000038771446,0.00002301739,0.0000209155,0.0007718888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980999,0.000404652,0.00048712798,0.0004967646,0.00007420989,0.0004373493],"domain_scores_gemma":[0.99891233,0.0001274446,0.00018428889,0.0006708976,0.00006561601,0.000039442428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004514955,0.0003102256,0.0009563214,0.00054772006,0.00013496193,0.000012743332,0.0003426532,0.0001467648,0.000079153564],"category_scores_gemma":[0.000025164478,0.00019182965,0.000103847335,0.0011078232,0.00019810344,0.00012943729,0.0001240623,0.00033441518,0.0000699197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022389264,0.0016694502,0.91958654,0.0000099190365,0.0021594004,0.000023109089,0.003509943,0.000025805248,0.070923634,0.000013349254,0.0000024461406,0.0018525344],"study_design_scores_gemma":[0.002462503,0.002162132,0.98352456,0.00017721673,0.00060055405,0.000016273068,0.0012318848,0.0000035593882,0.009555097,0.000010943366,0.0000034842042,0.0002517733],"about_ca_topic_score_codex":0.013051794,"about_ca_topic_score_gemma":0.035901725,"teacher_disagreement_score":0.06393806,"about_ca_system_score_codex":0.00023435745,"about_ca_system_score_gemma":0.00011037529,"threshold_uncertainty_score":0.9935204},"labels":[],"label_agreement":null},{"id":"W2554166769","doi":"10.1093/infdis/jiw343","title":"A Platform for Monitoring Regional Antimicrobial Resistance, Using Online Data Sources: ResistanceOpen","year":2016,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Computer science; Microbiology; Computational biology; Biology; Antibiotics","score_opus":0.04701859536608919,"score_gpt":0.29526043902483273,"score_spread":0.24824184365874355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554166769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98372656,0.010331476,0.0038601581,0.00048237893,0.00087225623,0.00019370257,0.00045503196,0.000026930302,0.000051514893],"genre_scores_gemma":[0.9960142,0.0019134248,0.00025823968,0.00009706637,0.0005714987,6.536299e-7,0.000019970126,0.00002387004,0.0011011072],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988978,0.00010725313,0.00046376162,0.00016438909,0.00007369426,0.00029309487],"domain_scores_gemma":[0.9980799,0.00061372,0.000576456,0.00046329512,0.00022745493,0.00003916651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038329093,0.00016165058,0.00031319723,0.00009466104,0.00043425345,0.000022748298,0.0006836833,0.00009653232,0.000034796823],"category_scores_gemma":[0.00025918667,0.00008188968,0.00013814325,0.000112825364,0.0003137501,0.00033056183,0.00012107376,0.00014579386,0.000008300018],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013651043,0.0014764003,0.08684393,0.00045944162,0.0027127063,0.000045965782,0.00075188355,0.000091257796,0.77041674,0.00066970306,0.118292004,0.004588942],"study_design_scores_gemma":[0.057462685,0.0027198887,0.16616443,0.026081277,0.009563749,0.0042385515,0.00762136,0.000025518895,0.1957087,0.012173712,0.5145971,0.0036429716],"about_ca_topic_score_codex":0.000018632692,"about_ca_topic_score_gemma":0.00010518804,"teacher_disagreement_score":0.57470804,"about_ca_system_score_codex":0.00007980058,"about_ca_system_score_gemma":0.00023348762,"threshold_uncertainty_score":0.33399704},"labels":[],"label_agreement":null},{"id":"W2554238436","doi":"10.1371/journal.pone.0166232","title":"The Clinical and Economic Impact of Probiotics Consumption on Respiratory Tract Infections: Projections for Canada","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Université Laval","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Population; Respiratory tract infections; Absenteeism; Medical prescription; Incidence (geometry); Environmental health; Demography; Pediatrics; Internal medicine; Psychology; Respiratory system","score_opus":0.06907057517565227,"score_gpt":0.3073592373563151,"score_spread":0.23828866218066283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554238436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986111,0.0004814482,0.00001696143,0.00019443962,0.0001496668,0.0003581223,0.00011253509,0.000010800577,0.000064905056],"genre_scores_gemma":[0.998621,0.0006318542,0.000015809394,0.00002608688,0.000033847416,0.000008740198,0.0000027225942,0.0000058580563,0.00065410405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946296,0.00007136197,0.00022072143,0.00011584303,0.000012305228,0.00011679386],"domain_scores_gemma":[0.9990318,0.00067782466,0.00010697038,0.00013413813,0.00003700421,0.000012300213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018443802,0.000060691553,0.0001394315,0.000021289368,0.00017325922,0.0000038219323,0.000044459244,0.00009384166,0.000021982842],"category_scores_gemma":[0.00015283264,0.000031480908,0.000048917318,0.00001384834,0.00025515712,0.000024363906,0.000009071175,0.000079466474,0.000015524163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007183992,0.0018591217,0.86947954,0.00010462496,0.0016861341,4.0303684e-7,0.000034436256,0.0000025547072,0.11294012,0.002158683,0.008238833,0.0027771601],"study_design_scores_gemma":[0.0041332557,0.00527268,0.89074665,0.00068801874,0.00036882565,0.000008358437,0.000066865454,0.0000098877745,0.091474004,0.00031833525,0.00662008,0.00029304755],"about_ca_topic_score_codex":0.0042205476,"about_ca_topic_score_gemma":0.07033763,"teacher_disagreement_score":0.066117086,"about_ca_system_score_codex":0.00008623749,"about_ca_system_score_gemma":0.00046328,"threshold_uncertainty_score":0.9466263},"labels":[],"label_agreement":null},{"id":"W2555001236","doi":"10.1093/jac/dkw454","title":"Variability in antibiotic use across Ontario acute care hospitals","year":2016,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Public Health Ontario; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Antibiotics; Antimicrobial stewardship; Ciprofloxacin; Acute care; Emergency medicine; Internal medicine; Intensive care medicine; Antibiotic resistance; Health care","score_opus":0.006877219698019199,"score_gpt":0.24251134090823948,"score_spread":0.2356341212102203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555001236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99688596,0.00026811776,0.00046236865,0.0010632193,0.0009954554,0.0001552368,0.000042426396,0.000014967118,0.00011225844],"genre_scores_gemma":[0.99585783,0.0006908655,0.000581399,0.0004943762,0.00006042671,1.3865707e-7,0.000004129053,0.000025168883,0.0022856535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983544,0.00016679442,0.0006845008,0.0002635729,0.000056542875,0.00047419182],"domain_scores_gemma":[0.99884045,0.00016745344,0.0004360003,0.0002950145,0.00022407895,0.000036990812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005147328,0.0002358974,0.0005875756,0.00009822282,0.000096504074,0.000037483234,0.00035274698,0.00033955224,0.00025217264],"category_scores_gemma":[0.000062875166,0.00014675045,0.00027096923,0.00013984051,0.00029832032,0.00035656552,0.00004309228,0.00036455807,0.00005892157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007869057,0.00021389319,0.20485362,0.000022880795,0.00028145866,0.00006721941,0.0028393613,8.832668e-7,0.7835114,0.000018168676,0.003454376,0.0039498024],"study_design_scores_gemma":[0.0062377267,0.00033248658,0.26694193,0.0006144778,0.00005127416,0.00032862282,0.00020702582,5.178792e-8,0.7053798,0.000037314363,0.019543162,0.00032614282],"about_ca_topic_score_codex":0.0007959477,"about_ca_topic_score_gemma":0.0018877134,"teacher_disagreement_score":0.078131646,"about_ca_system_score_codex":0.00030233403,"about_ca_system_score_gemma":0.00031253768,"threshold_uncertainty_score":0.598431},"labels":[],"label_agreement":null},{"id":"W2556857790","doi":"10.1016/j.ijantimicag.2016.09.029","title":"Forgotten antibiotics: a follow-up inventory study in Europe, the USA, Canada and Australia","year":2016,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medicine; Antibiotic resistance; Environmental health; Biology; Microbiology","score_opus":0.025463063427674293,"score_gpt":0.27256862341232,"score_spread":0.24710555998464573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556857790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954325,0.000055708162,0.0000225127,0.0011106429,0.0031959626,0.00010218188,0.000024782785,0.0000019972645,0.00005372621],"genre_scores_gemma":[0.9941242,0.00014540456,0.000010970137,0.00041285285,0.00008729473,7.060289e-8,0.000002007054,0.000008274154,0.00520894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900645,0.00013240137,0.0004336103,0.00013455578,0.000107149,0.00018584488],"domain_scores_gemma":[0.9992612,0.00006077631,0.00027402223,0.000097402626,0.00028272008,0.00002387738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025887293,0.00011724538,0.00018865916,0.0001020416,0.000057001933,0.000023583,0.00048174025,0.000056201476,0.00018060206],"category_scores_gemma":[0.00010413926,0.00006311392,0.00004756069,0.000085919186,0.00012561222,0.00011445395,0.00010823668,0.00017557543,0.00003983076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002775598,0.00017259674,0.89510834,0.0000041866865,0.00038570358,0.00028155246,0.00022525803,0.000001814585,0.07210964,0.0000424306,0.030942675,0.00044822932],"study_design_scores_gemma":[0.004153551,0.00013292584,0.9648578,0.00028451358,0.000048631275,0.00031986978,0.00015273846,3.4491845e-7,0.015542618,0.000010720719,0.01435768,0.00013858425],"about_ca_topic_score_codex":0.057618193,"about_ca_topic_score_gemma":0.3522585,"teacher_disagreement_score":0.2946403,"about_ca_system_score_codex":0.00007852257,"about_ca_system_score_gemma":0.00020840856,"threshold_uncertainty_score":0.9486572},"labels":[],"label_agreement":null},{"id":"W2557577907","doi":"10.1093/ofid/ofw172.1433","title":"Targeted Antimicrobial Stewardship Intervention for Inpatients With Viral respiratory tract infections","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; Antimicrobial stewardship; Respiratory tract infections; Intensive care medicine; Antimicrobial; Pathogenic organism; Respiratory system; Intervention (counseling); Stewardship (theology); Internal medicine; Antibiotics; Microbiology; Antibiotic resistance; Nursing","score_opus":0.009946690009559127,"score_gpt":0.25889414993465537,"score_spread":0.24894745992509623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557577907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922706,0.00037822436,0.0026925288,0.00022019778,0.00087986677,0.0012355684,0.00057313987,0.00015745257,0.0015924266],"genre_scores_gemma":[0.9974276,0.000017167193,0.000017448085,0.00034700404,0.000034780376,0.00010814106,0.00013011725,0.000034751673,0.001883023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873656,0.00014231914,0.0002929352,0.00037977126,0.000036793397,0.00041164315],"domain_scores_gemma":[0.99922466,0.00011563647,0.00020718209,0.00027725127,0.0001270603,0.000048220765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010724726,0.00021585295,0.0002802295,0.000120678735,0.00050514657,0.00007211475,0.00025487595,0.00015564721,0.0003554138],"category_scores_gemma":[0.000109736226,0.00013788021,0.00017847132,0.00012428584,0.0002251402,0.00048151947,0.0001251424,0.000094217605,0.0002001489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016288436,0.005028824,0.8947147,0.0000926147,0.00059469393,0.0000061067917,0.000058703667,0.0000057721736,0.05288387,0.002472173,0.030027444,0.012486267],"study_design_scores_gemma":[0.050760455,0.017896527,0.60880315,0.0022750269,0.00102282,0.00010899837,0.00039913706,0.000002123626,0.15954252,0.0041888226,0.15286078,0.002139669],"about_ca_topic_score_codex":0.00013483671,"about_ca_topic_score_gemma":0.00036618282,"teacher_disagreement_score":0.28591156,"about_ca_system_score_codex":0.000086320506,"about_ca_system_score_gemma":0.00011202656,"threshold_uncertainty_score":0.5622592},"labels":[],"label_agreement":null},{"id":"W2559226180","doi":"10.1503/cmaj.109-5362","title":"Should Canada focus on antimicrobial resistance?","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Antibiotic resistance; Resistance (ecology); Library science; Political science; Medicine; Computer science; Microbiology; Biology","score_opus":0.0063119682639849505,"score_gpt":0.202624179208099,"score_spread":0.19631221094411405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559226180","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34015682,0.001644021,0.00025222494,0.59410006,0.011273114,0.00022880422,0.00043024324,0.000059433096,0.051855296],"genre_scores_gemma":[0.96397746,0.00017848893,0.00001013386,0.011199251,0.0004990044,6.85334e-7,0.0000046337445,0.000012773191,0.024117563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984772,0.0001814839,0.0003170093,0.00016605484,0.00026571297,0.0005925326],"domain_scores_gemma":[0.998948,0.0002461239,0.00016482545,0.00011355494,0.00016743748,0.00036008257],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005695076,0.00012240125,0.00019975961,0.00008491697,0.00038114333,0.000020928022,0.00026126322,0.00047221646,0.0060116043],"category_scores_gemma":[0.0008805268,0.00007924474,0.00006967821,0.000099206874,0.00006721144,0.00004949927,0.000010123012,0.00060129113,0.0005464407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027852968,0.000013956915,0.0068279337,0.0000029573475,0.00011798662,0.00028994033,0.000025015086,9.1222205e-8,0.001459837,0.000980555,0.9818024,0.008451474],"study_design_scores_gemma":[0.00117841,0.000025950694,0.009568292,0.00023271068,0.000013850507,0.00012664303,0.00005210117,8.9956686e-8,0.0035499875,0.0001471593,0.98494357,0.00016122783],"about_ca_topic_score_codex":0.2044554,"about_ca_topic_score_gemma":0.9851272,"teacher_disagreement_score":0.7806718,"about_ca_system_score_codex":0.0014050594,"about_ca_system_score_gemma":0.006099275,"threshold_uncertainty_score":0.9995352},"labels":[],"label_agreement":null},{"id":"W2559541839","doi":"10.1093/ofid/ofw172.688","title":"The Students for Antimicrobial Stewardship Society: A Novel, Grassroots Educational Approach to Growing a Culture of Antimicrobial Stewardship","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grassroots; Antimicrobial stewardship; Medicine; Stewardship (theology); Antimicrobial; Microbiology; Political science; Antibiotics; Law; Antibiotic resistance; Biology","score_opus":0.012990334145468477,"score_gpt":0.28108758285337454,"score_spread":0.2680972487079061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559541839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96784526,0.0014245084,0.008213362,0.006699235,0.0029339187,0.0051275445,0.002536938,0.00014317184,0.0050760717],"genre_scores_gemma":[0.992543,0.0000990892,0.00029038923,0.00095624925,0.00012622842,0.00012215255,0.00013182075,0.00004029169,0.0056908107],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982127,0.0001029989,0.0004260284,0.00052582636,0.00010157138,0.0006308993],"domain_scores_gemma":[0.99873084,0.00029675235,0.00024951153,0.0004138155,0.0002336195,0.00007548856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029094124,0.0002940634,0.00042226486,0.000054441352,0.001009846,0.00016920951,0.0010593028,0.00021185442,0.0000337483],"category_scores_gemma":[0.00020192287,0.00017222806,0.00038196228,0.00021640924,0.00034637708,0.00031454803,0.00051769486,0.00012501742,0.00005881319],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012916989,0.0037680732,0.13658924,0.00029858484,0.0018682558,6.082021e-7,0.0009791413,0.000016409145,0.49457335,0.013132834,0.34486222,0.0026195797],"study_design_scores_gemma":[0.051782224,0.003559662,0.20696491,0.004422675,0.0024697601,0.00035350275,0.008932144,0.000007137593,0.3335488,0.0065843454,0.3764901,0.004884738],"about_ca_topic_score_codex":0.000093195165,"about_ca_topic_score_gemma":0.00005801791,"teacher_disagreement_score":0.16102453,"about_ca_system_score_codex":0.00009939286,"about_ca_system_score_gemma":0.00032320232,"threshold_uncertainty_score":0.7767021},"labels":[],"label_agreement":null},{"id":"W2559765592","doi":"10.1093/ofid/ofw172.1386","title":"Activity of Imipenem-Relebactam (MK-7655) Against Enterobacteriaceae and Pseudomonas aeruginosa From Intraabdominal Infections in North America—SMART 2015","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enterobacteriaceae; Pseudomonas aeruginosa; Imipenem; Medicine; Microbiology; Virology; Biology; Bacteria; Escherichia coli; Genetics; Gene","score_opus":0.005254763375171331,"score_gpt":0.228333165906748,"score_spread":0.22307840253157665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559765592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960565,0.000559325,0.00018083755,0.00036192758,0.00045677746,0.00046619223,0.000721577,0.000051442985,0.0011454016],"genre_scores_gemma":[0.9982718,0.0010290602,0.000014591711,0.00014603422,0.000022134685,0.000032770775,0.00011869613,0.000021660999,0.00034325095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852896,0.00021807138,0.00033735216,0.0004522447,0.00004499498,0.00041836937],"domain_scores_gemma":[0.99897367,0.00026590223,0.00025789105,0.0003658536,0.0000606744,0.00007601677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006376324,0.0002672768,0.0005250768,0.00013774683,0.00020422587,0.000047136156,0.00026525842,0.00015214969,0.00040782342],"category_scores_gemma":[0.00010498894,0.00019651497,0.000108764594,0.00020412481,0.0004922536,0.00045144116,0.00035858195,0.00015428438,0.00012685149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041426503,0.00091525225,0.89123553,0.000020419,0.00021634085,0.000009179254,0.000076963894,0.0000017985351,0.08425596,0.00006305703,0.0025098727,0.020281352],"study_design_scores_gemma":[0.003963505,0.00039265928,0.9733574,0.00023593356,0.00011727783,0.000019066563,0.00015002607,0.0000017891117,0.014703345,0.0001757952,0.0065031773,0.00038006552],"about_ca_topic_score_codex":0.002541543,"about_ca_topic_score_gemma":0.0129400585,"teacher_disagreement_score":0.08212182,"about_ca_system_score_codex":0.00007755262,"about_ca_system_score_gemma":0.00010603607,"threshold_uncertainty_score":0.8013648},"labels":[],"label_agreement":null},{"id":"W2560442233","doi":"10.1093/ofid/ofw172.1355","title":"Interference of Oritavancin on Coagulation Tests as Assessed In Vitro and in a Phase 1 Study of Normal Healthy Volunteers","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Medicine; Phase (matter); Interference (communication); Internal medicine; Pharmacology; Telecommunications","score_opus":0.012479688026596004,"score_gpt":0.3085607690291706,"score_spread":0.29608108100257463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560442233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983158,0.00025788852,0.000024663439,0.000083692044,0.00010527889,0.000573906,0.000047590962,0.000008979604,0.00058216334],"genre_scores_gemma":[0.99974626,0.000040317675,0.0000027184426,0.00005269739,0.0000024998865,0.000014253033,0.000010583054,0.0000070015926,0.0001236734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911994,0.0001437492,0.0003166861,0.00020821494,0.000029777722,0.0001816531],"domain_scores_gemma":[0.99947333,0.0001625193,0.00014025076,0.00016048686,0.00004207012,0.00002132201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010746463,0.00010479465,0.00030977133,0.00015707468,0.00004299009,0.0000072809703,0.00012648871,0.0000654616,0.000063355656],"category_scores_gemma":[0.00015052097,0.000075174365,0.000022288987,0.00014444582,0.000105482846,0.00016169692,0.0000902381,0.00006926733,0.000011875091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055021443,0.0055177105,0.86860716,0.000049320377,0.00005109864,0.000008583136,0.00031722232,0.0000066453326,0.11419259,0.00021144269,0.000099108365,0.005436975],"study_design_scores_gemma":[0.019912357,0.0066352044,0.93126094,0.0005548587,0.000041039948,0.000008837098,0.0019483994,0.000009474176,0.039060127,0.000298217,0.000064969274,0.00020560171],"about_ca_topic_score_codex":0.0020532066,"about_ca_topic_score_gemma":0.004082779,"teacher_disagreement_score":0.07513246,"about_ca_system_score_codex":0.00004287871,"about_ca_system_score_gemma":0.00008670584,"threshold_uncertainty_score":0.31038478},"labels":[],"label_agreement":null},{"id":"W2560627454","doi":"10.1093/ofid/ofw194.158","title":"A Platform for Monitoring Regional Antimicrobial Resistance Using Online Data Sources: Resistance Open","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Antibiotic resistance; Resistance (ecology); Microbiology; Antibiotics; Biology","score_opus":0.06502739917392038,"score_gpt":0.32710276927047177,"score_spread":0.2620753700965514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560627454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9460252,0.013793992,0.0076751877,0.0045281304,0.0032184722,0.0051138033,0.01345702,0.00038248365,0.005805715],"genre_scores_gemma":[0.97344065,0.0005368731,0.0015509486,0.00046157467,0.0002041082,0.00004077135,0.0007176431,0.00007582359,0.022971636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977939,0.00008248827,0.00046646333,0.0008891803,0.000067976674,0.00069994957],"domain_scores_gemma":[0.9979009,0.00032004397,0.00035602276,0.0011958426,0.00015013372,0.000077039775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023505442,0.0003222798,0.0005152583,0.00008462477,0.0010903364,0.00027259564,0.00254313,0.00020469048,0.00013637061],"category_scores_gemma":[0.00022287903,0.00023533517,0.00011783845,0.00018565137,0.00035209302,0.001299025,0.0018340595,0.00012865616,0.00006110791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010963438,0.0033116876,0.22089925,0.0007219337,0.0021185803,0.000061478,0.0002955242,0.000016988257,0.17665708,0.015438799,0.5622793,0.0072359387],"study_design_scores_gemma":[0.017403217,0.00031034197,0.017228564,0.006228189,0.0006793769,0.00008821958,0.0010776893,0.000007660383,0.028174901,0.0080171935,0.9188073,0.0019773208],"about_ca_topic_score_codex":0.00025668828,"about_ca_topic_score_gemma":0.0027890329,"teacher_disagreement_score":0.356528,"about_ca_system_score_codex":0.00014201172,"about_ca_system_score_gemma":0.00036480222,"threshold_uncertainty_score":0.959669},"labels":[],"label_agreement":null},{"id":"W2560815841","doi":"10.1186/s41256-016-0020-9","title":"Developing an approach to assessing the political feasibility of global collective action and an international agreement on antimicrobial resistance","year":2016,"lang":"en","type":"article","venue":"Global Health Research and Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Ottawa","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; Pierre Elliott Trudeau Foundation","keywords":"Collective action; Politics; Political science; Typology; Business; Economics; Economic growth; Development economics; Public relations; Public economics; International trade; Sociology","score_opus":0.19154416966848992,"score_gpt":0.5194510002531224,"score_spread":0.3279068305846325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560815841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687616,0.00018647747,0.0012100274,0.022301653,0.00013307453,0.0004481165,0.000303856,0.000014037353,0.0066411616],"genre_scores_gemma":[0.9978959,0.0001407394,0.00056295044,0.0009908394,0.000119760916,0.000004463944,0.000012925397,0.0000034515308,0.00026898723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99794555,0.0006784241,0.00023517858,0.00037765232,0.00012840469,0.00063482183],"domain_scores_gemma":[0.9992212,0.000121347264,0.00006298101,0.0002246376,0.00021155013,0.00015829643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008933266,0.000107337226,0.0001795405,0.000059799804,0.00053765345,0.000043871452,0.00020840875,0.000107729014,0.000004800535],"category_scores_gemma":[0.0002469528,0.00006427352,0.000018375631,0.0003321381,0.00060246227,0.0001439613,0.000117911746,0.0001459016,0.000007185248],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017925856,0.0005799123,0.06810875,0.00016872498,0.0000765232,0.0000013959797,0.0003560729,3.5256767e-7,0.0038489834,0.8995845,0.002481801,0.02300045],"study_design_scores_gemma":[0.0012248325,0.00082313403,0.977117,0.00029134174,0.0000035424812,0.00003201081,0.0012702883,0.0000023381467,0.0016281854,0.015355939,0.0021202348,0.00013112635],"about_ca_topic_score_codex":0.0017956293,"about_ca_topic_score_gemma":0.001302879,"teacher_disagreement_score":0.90900826,"about_ca_system_score_codex":0.0013034303,"about_ca_system_score_gemma":0.001411277,"threshold_uncertainty_score":0.41352502},"labels":[],"label_agreement":null},{"id":"W2562765766","doi":"10.1016/j.ijid.2016.11.083","title":"ResistanceOpen: A web application for global antibiotic resistance monitoring","year":2016,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antibiotics; Medicine; Environmental health; Geography; Biology; Ecology; Microbiology","score_opus":0.0063593848000534445,"score_gpt":0.269364506158687,"score_spread":0.2630051213586336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562765766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92263734,0.01459233,0.048311494,0.0025924933,0.007521474,0.00043341517,0.00052291044,0.000110889785,0.0032776406],"genre_scores_gemma":[0.9978096,0.0005005906,0.00012348816,0.000058508558,0.00040535993,0.0000042219926,0.0000057442617,0.000010573571,0.0010819489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910986,0.00005851643,0.00039534853,0.00016332035,0.00010445811,0.0001684649],"domain_scores_gemma":[0.99854094,0.00021628446,0.00043756975,0.00012822011,0.00063939794,0.00003758338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015372696,0.000120211,0.00020102633,0.000085162384,0.0000948577,0.000026413985,0.00033970395,0.00008359378,0.000029002871],"category_scores_gemma":[0.0003445247,0.000080776146,0.00018921809,0.00008005965,0.0001239524,0.0001981075,0.000030227282,0.00005907939,0.000041204345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026727263,0.0007108062,0.6880409,0.00008361368,0.0014201102,0.000049679173,0.000046407233,0.000011407834,0.2469911,0.018602535,0.011432808,0.029937923],"study_design_scores_gemma":[0.021833856,0.0008904475,0.57536495,0.004529774,0.0007339866,0.00067238556,0.00041630407,0.0000048992497,0.1371032,0.032367397,0.22493887,0.0011439428],"about_ca_topic_score_codex":0.0000041408007,"about_ca_topic_score_gemma":0.000034532834,"teacher_disagreement_score":0.21350606,"about_ca_system_score_codex":0.00022977544,"about_ca_system_score_gemma":0.0001745643,"threshold_uncertainty_score":0.32939556},"labels":[],"label_agreement":null},{"id":"W2565023600","doi":"10.1093/jac/dkw468","title":"Sustained impact of a computer-assisted antimicrobial stewardship intervention on antimicrobial use and length of stay","year":2016,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Psychological intervention; Medical prescription; Defined daily dose; Emergency medicine; Concordance; Intensive care medicine; Internal medicine; Antibiotic resistance; Antibiotics; Nursing","score_opus":0.013597632323853252,"score_gpt":0.2616256021680594,"score_spread":0.24802796984420616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565023600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959411,0.00016030365,0.0022300256,0.0005451751,0.0006426266,0.00025812187,0.00018093637,0.000019489016,0.000022234984],"genre_scores_gemma":[0.9972621,0.0009802739,0.0011221169,0.00018338468,0.00012591411,1.9810331e-7,0.000013020674,0.000048587102,0.00026438004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974745,0.00032199858,0.0013266468,0.0003219341,0.00010426709,0.00045068853],"domain_scores_gemma":[0.9970167,0.00028571964,0.001716265,0.00032972492,0.00058919727,0.00006235121],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005604595,0.00039558858,0.0011100925,0.00046632736,0.00009471739,0.000036062087,0.00037349216,0.00038570786,0.00014145036],"category_scores_gemma":[0.00008146346,0.00025196234,0.0008025878,0.00023699577,0.00063653436,0.00035513795,0.00009230254,0.00032802738,0.000007158381],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066764834,0.0013374317,0.008576706,0.00017407947,0.0013366004,0.000022875038,0.0003591199,0.000008540877,0.96157557,0.000046737274,0.010929052,0.008956786],"study_design_scores_gemma":[0.013024937,0.0029413619,0.035560556,0.002075595,0.00014198359,0.0004880429,0.00005704834,0.0000024093558,0.94486547,0.00001622936,0.00049140106,0.00033496544],"about_ca_topic_score_codex":0.000105134015,"about_ca_topic_score_gemma":0.000013295532,"teacher_disagreement_score":0.02698385,"about_ca_system_score_codex":0.00011956353,"about_ca_system_score_gemma":0.00020461342,"threshold_uncertainty_score":0.99999326},"labels":[],"label_agreement":null},{"id":"W2565464235","doi":"10.1016/j.ajic.2016.11.023","title":"Journal club: Social media as an antimicrobial stewardship tool","year":2016,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Facebook","keywords":"Journal club; Social media; Scopus; Medicine; Antimicrobial stewardship; Stewardship (theology); Library science; Medical education; MEDLINE; Political science; Antibiotic resistance","score_opus":0.006229863415214056,"score_gpt":0.23698390221477678,"score_spread":0.23075403879956272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565464235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857026,0.00015759851,0.009681542,0.0017526408,0.0024313445,0.00005951106,0.0000130225435,0.000022725535,0.0001790274],"genre_scores_gemma":[0.99774206,0.0002710677,0.00006633969,0.0006339076,0.0010782988,4.4545988e-7,0.0000011832228,0.000018305609,0.00018837441],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99826694,0.0005611616,0.0006094308,0.00013669685,0.000089521855,0.0003362401],"domain_scores_gemma":[0.99805427,0.0003120168,0.0010455858,0.00010626212,0.00041720484,0.00006468752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070619024,0.00016798769,0.0005047073,0.00020590135,0.00032002316,0.000039043953,0.00017666045,0.00013110685,0.0005166385],"category_scores_gemma":[0.00036478176,0.00010218607,0.00029321204,0.00014356029,0.00056387566,0.00034844,0.000014035797,0.00043830686,0.00018378568],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032945422,0.00046665734,0.028217308,0.0000082047845,0.0011055538,0.000099468736,0.0010370723,0.00000539379,0.6639658,0.0006702377,0.011191504,0.28993824],"study_design_scores_gemma":[0.058169615,0.017486064,0.51723903,0.0010391248,0.0017513349,0.03502138,0.0028399546,0.000003838435,0.14671427,0.0024880455,0.21500897,0.0022383526],"about_ca_topic_score_codex":0.000032410862,"about_ca_topic_score_gemma":0.000027790016,"teacher_disagreement_score":0.51725155,"about_ca_system_score_codex":0.000088771696,"about_ca_system_score_gemma":0.00026171422,"threshold_uncertainty_score":0.56568295},"labels":[],"label_agreement":null},{"id":"W2566694113","doi":"10.1136/bmjopen-2016-012040","title":"How to measure the impacts of antibiotic resistance and antibiotic development on empiric therapy: new composite indices","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital; Memorial University of Newfoundland; Public Health Agency of Canada; University of British Columbia; BC Centre for Disease Control; York University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Antibiotic therapy; Antibiotic resistance; Antibiotics; Measure (data warehouse); Intensive care medicine; Empiric therapy; Microbiology; Alternative medicine; Data mining; Pathology","score_opus":0.05340302713566437,"score_gpt":0.3212608116171586,"score_spread":0.2678577844814942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566694113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784159,0.0033789638,0.00012014454,0.013090751,0.00023189744,0.002840505,0.000016621867,0.000022813094,0.0018824084],"genre_scores_gemma":[0.9848267,0.00017055302,0.00037350698,0.000739727,0.000026256543,0.0000035362689,0.0000038557237,0.000017585133,0.013838298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878305,0.00019769224,0.0002656704,0.00034193438,0.00009065109,0.0003209912],"domain_scores_gemma":[0.9990023,0.00018474791,0.00022851501,0.0004712261,0.000058391724,0.00005486227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005579756,0.0002029715,0.00037094313,0.00007967166,0.00023681749,0.00007934479,0.0006376764,0.00013795758,0.000033303248],"category_scores_gemma":[0.00009791664,0.00009693053,0.000041511397,0.00018990181,0.00019268032,0.00012290005,0.00022953427,0.000103337785,0.00011569779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026634128,0.00019495185,0.058388162,0.00013229097,0.0005489761,0.000013936445,0.0025891229,3.303465e-7,0.8646754,0.00074688357,0.027440468,0.04260605],"study_design_scores_gemma":[0.0021487004,0.00028569522,0.39233914,0.0020844906,0.000023705295,0.000015746431,0.00027755834,3.1696228e-8,0.564325,0.00005284769,0.038171638,0.0002754606],"about_ca_topic_score_codex":0.00006659152,"about_ca_topic_score_gemma":0.00045439703,"teacher_disagreement_score":0.333951,"about_ca_system_score_codex":0.000028087694,"about_ca_system_score_gemma":0.00024576424,"threshold_uncertainty_score":0.39527124},"labels":[],"label_agreement":null},{"id":"W2567088613","doi":"10.1093/ofid/ofw172.1470","title":"DUE Diligence: Using Drug Use Evaluations of Ciprofloxacin and Meropenem to Identify Opportunities for Antimicrobial Stewardship at a Pediatric Tertiary Care Facility","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Antimicrobial stewardship; Meropenem; Medicine; Intensive care medicine; Ciprofloxacin; Antimicrobial; Diligence; Cefepime; Antimicrobial drug; Antibiotics; Microbiology; Antibiotic resistance; Imipenem","score_opus":0.0465205363983107,"score_gpt":0.32583709608522204,"score_spread":0.2793165596869113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567088613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99320906,0.0014383895,0.00051177863,0.00025690053,0.00036177295,0.0012742121,0.0028436847,0.00003461672,0.0000695928],"genre_scores_gemma":[0.9976202,0.00021164402,0.000041766412,0.0001606427,0.000018185285,0.00004221206,0.00012763664,0.000016171529,0.001761494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867433,0.00019701292,0.00034916442,0.00038744145,0.0000526491,0.0003393864],"domain_scores_gemma":[0.99897325,0.00022325931,0.00016746903,0.00031273442,0.00024819994,0.000075096774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017061822,0.00019520283,0.00033251435,0.00012854589,0.00056622014,0.00006689793,0.00023499991,0.000108887565,0.00015515328],"category_scores_gemma":[0.00022283629,0.00014294326,0.00011489883,0.00010333412,0.00021141606,0.00041391785,0.00047175807,0.00004836214,0.000029324836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037499508,0.0002206259,0.8488693,0.0003272641,0.00018094142,0.0000054053953,0.00075873913,0.000011343268,0.13825643,0.00014269218,0.007955269,0.002896956],"study_design_scores_gemma":[0.004666573,0.00037980516,0.8322662,0.00050077215,0.0013583166,0.00004218,0.0039757183,0.0000030735066,0.1522861,0.00030942674,0.0032806252,0.0009312193],"about_ca_topic_score_codex":0.00043794827,"about_ca_topic_score_gemma":0.00068661076,"teacher_disagreement_score":0.016603159,"about_ca_system_score_codex":0.00008898782,"about_ca_system_score_gemma":0.00023344695,"threshold_uncertainty_score":0.5829057},"labels":[],"label_agreement":null},{"id":"W2585861168","doi":"10.1016/j.cmi.2017.01.019","title":"Effect of an antibiotic checklist on length of hospital stay and appropriate antibiotic use in adult patients treated with intravenous antibiotics: a stepped wedge cluster randomized trial","year":2017,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Checklist; Medicine; Antibiotics; Randomized controlled trial; Clinical endpoint; Internal medicine","score_opus":0.008618680967721693,"score_gpt":0.26920553744931086,"score_spread":0.2605868564815892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585861168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966837,0.00008888543,0.000016003607,0.00002425913,0.00089241925,0.0021296893,0.000063164814,0.000023966539,0.00007790569],"genre_scores_gemma":[0.99903625,0.0005983948,0.000038892344,0.000034262903,0.000040743744,0.0000012910823,0.0001418647,0.000022912109,0.000085380394],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9962236,0.001775568,0.0010035785,0.00063108077,0.000025756577,0.0003403609],"domain_scores_gemma":[0.9971249,0.0011911861,0.0009942184,0.00048534403,0.00015725085,0.00004710861],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013770091,0.00034916284,0.0015898426,0.00016454713,0.00022823056,0.000030758958,0.00015432213,0.0008495558,0.0000077086415],"category_scores_gemma":[0.0015669516,0.00022616671,0.00016549758,0.00007271777,0.0028533612,0.00020886683,0.000094687064,0.0005151292,0.00000829586],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.46161392,0.0021005007,0.5202417,0.00023006162,0.0004932943,0.000005375429,0.00009826808,0.0000010818366,0.011205409,0.00007836856,0.00001310422,0.003918932],"study_design_scores_gemma":[0.581138,0.028030502,0.3265289,0.0005734022,0.00043248164,0.000014900664,0.000015556507,0.000022680753,0.06289739,0.000009534029,0.000014051403,0.00032256325],"about_ca_topic_score_codex":0.00052031945,"about_ca_topic_score_gemma":0.0002607707,"teacher_disagreement_score":0.1937128,"about_ca_system_score_codex":0.000017768636,"about_ca_system_score_gemma":0.00003298839,"threshold_uncertainty_score":0.9998603},"labels":[],"label_agreement":null},{"id":"W2585994238","doi":"10.1093/cid/cix061","title":"Reply to Cohen and Denning","year":2017,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Calgary","funders":"World Health Organization","keywords":"Medicine; Intensive care medicine","score_opus":0.03151038389144418,"score_gpt":0.33692825026447515,"score_spread":0.305417866373031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585994238","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1601951,0.032589067,0.00020468778,0.77625585,0.013138625,0.0015936053,0.00076843414,0.0009747721,0.014279853],"genre_scores_gemma":[0.078432344,0.0008130655,0.000011139667,0.88637424,0.0030191913,0.000018625711,0.000310037,0.00006394196,0.030957436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811304,0.0002614683,0.000488601,0.0006956263,0.000039056897,0.00040219625],"domain_scores_gemma":[0.997975,0.000812531,0.00031400906,0.00074869796,0.000075609394,0.00007416392],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018144176,0.0002878704,0.00072257576,0.00007885727,0.00045291483,0.00008215384,0.000309726,0.0010234911,0.00023877375],"category_scores_gemma":[0.0010759672,0.00023814448,0.0002685148,0.00003440927,0.0006984632,0.000050192026,0.00024334731,0.0013500474,0.0012562202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021551528,0.000068166635,0.07438001,0.00009292477,0.00031943253,0.00022892623,0.000012897862,1.01322506e-7,0.000016008567,0.000011884747,0.9221307,0.0027173823],"study_design_scores_gemma":[0.0005304266,0.00024745762,0.059642818,0.00028906704,0.00032520923,0.00002880872,0.0000053402528,1.10601185e-7,0.000015204285,0.00025278507,0.9383508,0.00031196588],"about_ca_topic_score_codex":0.0000925785,"about_ca_topic_score_gemma":0.000011824491,"teacher_disagreement_score":0.11011837,"about_ca_system_score_codex":0.000020529877,"about_ca_system_score_gemma":0.00010971151,"threshold_uncertainty_score":0.99952143},"labels":[],"label_agreement":null},{"id":"W2586503031","doi":"10.1371/journal.pone.0171218","title":"Benefits and unintended consequences of antimicrobial de-escalation: Implications for stewardship programs","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Memorial University of Newfoundland; University Health Network; University of Toronto; Toronto Metropolitan University; Public Health Ontario; York University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; York University","keywords":"Antimicrobial stewardship; De-escalation; Intensive care medicine; Stewardship (theology); Psychological intervention; Medicine; Antibiotic resistance; Drug resistance; Antibiotic Stewardship; Antibiotics; Biology; Nursing; Political science; Microbiology","score_opus":0.07810702520383561,"score_gpt":0.27161136953928783,"score_spread":0.19350434433545222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586503031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99440926,0.0008444903,0.00011740152,0.0037377616,0.000036354442,0.0003293588,0.00008071103,0.000021732392,0.00042290337],"genre_scores_gemma":[0.9973483,0.0002201308,0.0017943368,0.00003373731,0.00001704616,0.0000106492325,0.00003916118,0.000005816043,0.0005308011],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995568,0.000019455898,0.00013141087,0.0001335963,0.00001187847,0.00014690148],"domain_scores_gemma":[0.99945843,0.0000398661,0.00014664386,0.00022545367,0.00011616372,0.00001344915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008934889,0.000063078674,0.00016636566,0.000020685804,0.0003104407,0.00001904236,0.00014891663,0.00011034542,0.000009735363],"category_scores_gemma":[0.000091225214,0.000054940854,0.000029892639,0.00001684268,0.0009482946,0.000049555354,0.000033400247,0.0000550866,0.000004794009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007925953,0.0004396699,0.0892101,0.00013629181,0.0002691497,1.2524445e-7,0.000120139666,1.7475024e-7,0.8867358,0.019380104,0.000113543145,0.0035156203],"study_design_scores_gemma":[0.0008279853,0.0001626971,0.22333257,0.00041038872,0.00017444987,0.000009342747,0.000057401518,0.0000017399348,0.7732192,0.0015641192,0.00012797772,0.000112093876],"about_ca_topic_score_codex":0.00003958,"about_ca_topic_score_gemma":0.00004641709,"teacher_disagreement_score":0.13412246,"about_ca_system_score_codex":0.0000063525213,"about_ca_system_score_gemma":0.000045552333,"threshold_uncertainty_score":0.34940308},"labels":[],"label_agreement":null},{"id":"W2587975435","doi":"10.1093/pch/19.5.261","title":"Antimicrobial stewardship in daily practice: Managing an important resource","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Paediatric Society","funders":"Association of Medical Microbiology and Infectious Disease Canada","keywords":"Antimicrobial stewardship; Pyuria; Intensive care medicine; Antimicrobial; Stewardship (theology); Pneumonia; Medicine; Chest radiograph; Antibiotics; Antibiotic resistance; Internal medicine; Biology; Urine; Microbiology; Political science","score_opus":0.00819058746880115,"score_gpt":0.2593697114733585,"score_spread":0.2511791240045574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587975435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80320984,0.063363366,0.002903449,0.08298147,0.0043011527,0.0021231927,0.00015117087,0.0007293668,0.04023701],"genre_scores_gemma":[0.98729086,0.0028646798,0.000746375,0.008240907,0.00035726672,0.0000023344396,0.00016174004,0.000039381554,0.000296459],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971935,0.0007237265,0.000685791,0.00053176977,0.00007917211,0.0007860133],"domain_scores_gemma":[0.9987135,0.00021784345,0.0004388794,0.0004918628,0.00004522016,0.00009270172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022101388,0.00022688978,0.00042424476,0.00026236282,0.00040965708,0.000029514264,0.0003226821,0.00025631933,0.00003419225],"category_scores_gemma":[0.0002798938,0.00020908365,0.00007494648,0.00040968021,0.000098002434,0.00017578389,0.00008868434,0.00078331766,0.00014752209],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031084768,0.006796769,0.5723988,0.00271435,0.00048363867,0.00032198481,0.027786767,0.00036725288,0.006473289,0.06232767,0.18297985,0.13424115],"study_design_scores_gemma":[0.0062535666,0.0010997435,0.11980699,0.0003908899,0.00012061828,0.00038621138,0.003314334,0.00010727735,0.000796537,0.0006741201,0.8658629,0.00118681],"about_ca_topic_score_codex":0.00051681953,"about_ca_topic_score_gemma":0.00037593007,"teacher_disagreement_score":0.682883,"about_ca_system_score_codex":0.00009734482,"about_ca_system_score_gemma":0.00019656013,"threshold_uncertainty_score":0.8526184},"labels":[],"label_agreement":null},{"id":"W2589043796","doi":"10.1002/prp2.298","title":"Antibiotic-associated suspected adverse drug reactions among hospitalized patients in Uganda: a prospective cohort study","year":2017,"lang":"en","type":"article","venue":"Pharmacology Research & Perspectives","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; African Population and Health Research Center; International Development Research Centre; Wellcome Trust; Wellcome","keywords":"Medicine; Ethambutol; Rifampicin; Pyrazinamide; Prospective cohort study; Incidence (geometry); Antibiotics; Internal medicine; Isoniazid; Tuberculosis; Toxic epidermal necrolysis; Rash; Ceftriaxone; Pediatrics; Dermatology","score_opus":0.019131309753483473,"score_gpt":0.35882988938846544,"score_spread":0.33969857963498196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589043796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98401845,0.00049531524,9.079777e-7,0.00043005173,0.0008937494,0.0037500914,0.000047656882,0.00013364799,0.010230132],"genre_scores_gemma":[0.99110806,0.00056391663,0.0000069839766,0.000012398477,0.000072682764,0.00013080164,0.000035902172,0.000045028453,0.00802425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99508315,0.0018186367,0.00049664214,0.001147691,0.00025358004,0.0012003175],"domain_scores_gemma":[0.9973551,0.00040067395,0.00036203157,0.00068443606,0.0011019625,0.00009578564],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0019527182,0.00035530524,0.00071255775,0.0005786387,0.0023170135,0.000078465135,0.0009064147,0.00030760438,0.0010587303],"category_scores_gemma":[0.0016001143,0.00032221983,0.0001494669,0.0004910914,0.0027725087,0.00050672266,0.0004825974,0.0018001196,0.0003353232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087182154,0.0070045125,0.96786,0.000015626112,0.0012992289,0.00012957522,0.009834201,0.0000016266487,0.009232023,0.00015528293,0.0035714149,0.000024675728],"study_design_scores_gemma":[0.009194233,0.00056473806,0.96772814,0.00007175203,0.00012316233,0.0000024458166,0.01642934,0.000006198619,0.0053020036,0.00012206125,0.00012984454,0.00032605304],"about_ca_topic_score_codex":0.005611992,"about_ca_topic_score_gemma":0.0044974643,"teacher_disagreement_score":0.008322412,"about_ca_system_score_codex":0.0008389943,"about_ca_system_score_gemma":0.00024323633,"threshold_uncertainty_score":0.99994135},"labels":[],"label_agreement":null},{"id":"W2590147056","doi":"10.18549/pharmpract.2017.01.827","title":"Public knowledge, attitudes and practices regarding antibiotic use in Kosovo","year":2017,"lang":"en","type":"article","venue":"Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Medical prescription; Medicine; Eurobarometer; Public health; Antibiotic resistance; Family medicine; Quarter (Canadian coin); Antibiotics; Population; Environmental health; Health care; Sore throat; Nursing; European union; Political science; Geography; Business","score_opus":0.15087153065421927,"score_gpt":0.41167360125295277,"score_spread":0.2608020705987335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590147056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9152858,0.022293609,0.000041383977,0.011974747,0.0015327847,0.00040349277,0.000010457838,0.00010640893,0.048351295],"genre_scores_gemma":[0.9897423,0.005771142,0.000409276,0.00036398077,0.000083037754,0.0000024424871,0.0000073202536,0.000021796606,0.0035987352],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983569,0.00043480258,0.00027805197,0.00045691017,0.000046161647,0.0004272234],"domain_scores_gemma":[0.99703497,0.0013578741,0.0008741967,0.00053819944,0.00014700575,0.000047780515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009769809,0.0001979177,0.00027438582,0.00012473122,0.0007939227,0.00047117326,0.00040390404,0.000112403366,0.000101897516],"category_scores_gemma":[0.008077503,0.00017441587,0.000044228877,0.000084227795,0.0003673983,0.0042953636,0.00030319174,0.00058796117,0.00041452842],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008903449,0.0013871103,0.8431903,0.00032059717,0.00063188915,0.00027153056,0.0007071214,6.972742e-7,0.12436445,0.005694218,0.0071726046,0.015369112],"study_design_scores_gemma":[0.004774705,0.000059890368,0.19958252,0.0002923391,0.00023000666,0.0005059792,0.00045883856,0.000031065534,0.024314554,0.000047035803,0.7692346,0.0004684473],"about_ca_topic_score_codex":0.0009267851,"about_ca_topic_score_gemma":0.0005595252,"teacher_disagreement_score":0.762062,"about_ca_system_score_codex":0.00003448635,"about_ca_system_score_gemma":0.00011105198,"threshold_uncertainty_score":0.96701086},"labels":[],"label_agreement":null},{"id":"W2591628794","doi":"10.1016/j.ijnurstu.2017.02.023","title":"How nurses can contribute to combating antimicrobial resistance in practice, research and global policy","year":2017,"lang":"en","type":"editorial","venue":"International Journal of Nursing Studies","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Resistance (ecology); Antibiotic resistance; Nursing; Political science; Medicine; Psychology; Microbiology","score_opus":0.04144238954554712,"score_gpt":0.44425893275463163,"score_spread":0.4028165432090845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591628794","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010156978,0.04517169,0.000023532612,0.085143074,0.85683954,0.00025105456,0.00059342943,0.000011836443,0.0018088776],"genre_scores_gemma":[0.5380237,0.019310914,0.0010760823,0.00023934481,0.42727917,0.000004516334,0.000079131794,0.00005218245,0.013934972],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798983,0.00032311495,0.00053036533,0.00030544813,0.000418989,0.00043225347],"domain_scores_gemma":[0.99305075,0.0015277383,0.0009467524,0.0001841719,0.0042509837,0.00003960884],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001116229,0.00024075332,0.00068918034,0.000471483,0.00038842595,0.00027715272,0.00079332775,0.00041564045,8.2912635e-7],"category_scores_gemma":[0.016173782,0.00020415965,0.00010358072,0.00014157056,0.00097622833,0.00023464923,0.00017675455,0.0011747594,0.000003782413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015644665,0.00023192087,0.00024864246,0.000042582793,0.0016906454,0.00030089595,0.0023887283,0.0000010206463,0.00072350237,0.0009914936,0.9890791,0.0027369556],"study_design_scores_gemma":[0.00236309,0.00034714598,0.0009809455,0.013370806,0.0001380877,0.00018455385,0.0044982587,5.2969483e-8,0.0004985743,0.0015811642,0.97577465,0.00026265692],"about_ca_topic_score_codex":0.00018855825,"about_ca_topic_score_gemma":0.0011765984,"teacher_disagreement_score":0.5278667,"about_ca_system_score_codex":0.0011422965,"about_ca_system_score_gemma":0.0007421073,"threshold_uncertainty_score":0.9921134},"labels":[],"label_agreement":null},{"id":"W2591821184","doi":"10.1186/s12879-017-2303-2","title":"Acute dental infections managed in an outpatient parenteral antibiotic program setting: prospective analysis and public health implications","year":2017,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Alberta Health Services; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Medical microbiology; Prospective cohort study; Emergency medicine; Antibiotics; Public health; Medical record; Pediatrics; Internal medicine","score_opus":0.016048527392035484,"score_gpt":0.30971127341063837,"score_spread":0.29366274601860287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591821184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997029,0.00047854596,0.0006052951,0.00017969025,0.00020805851,0.0008816066,0.00017552922,0.00020682844,0.00023544062],"genre_scores_gemma":[0.9991942,0.00012137947,0.00006763732,0.0000704052,0.000024030169,0.00006869951,0.00033714517,0.00001515992,0.000101337304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985227,0.00022363558,0.00029026682,0.00047898327,0.000037634443,0.0004467947],"domain_scores_gemma":[0.99892384,0.00004546607,0.0002917546,0.0005569894,0.000074945616,0.000107024374],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00010690751,0.00019550844,0.00034310514,0.00035149086,0.001365127,0.00023134264,0.00018322127,0.00010694751,0.000027583772],"category_scores_gemma":[0.00010038207,0.00017713004,0.00014649196,0.00028649293,0.00036539524,0.0003467734,0.00012553053,0.00018782716,0.000021467471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027174681,0.002185308,0.9928095,0.000042406245,0.0006238379,0.0000027831027,0.00030024207,0.0000041856088,0.00012546925,0.0005739535,0.000053382988,0.0032518073],"study_design_scores_gemma":[0.00113595,0.0005138503,0.9971711,0.000028632954,0.00037548205,0.000018233279,0.00027187561,0.000027988865,0.00005027943,0.00013092069,0.00008711019,0.00018856818],"about_ca_topic_score_codex":0.00062880677,"about_ca_topic_score_gemma":0.019719752,"teacher_disagreement_score":0.019090945,"about_ca_system_score_codex":0.00012941918,"about_ca_system_score_gemma":0.00012950266,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null},{"id":"W2593270930","doi":"10.1016/j.ijantimicag.2017.02.006","title":"Erratum to ‘Forgotten antibiotics: a follow-up inventory study in Europe, the USA, Canada and Australia’","year":2017,"lang":"en","type":"erratum","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; History; Library science; Medicine; Geography; Computer science; Microbiology; Biology","score_opus":0.03125104348568183,"score_gpt":0.2950240619899437,"score_spread":0.2637730185042619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593270930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9054006,0.00031385562,0.0000042138345,0.0014101343,0.091275975,0.000337047,0.0001582007,0.0000037164086,0.0010963125],"genre_scores_gemma":[0.7678883,0.0004475518,0.000009868048,0.0008505515,0.00063799357,2.2812158e-7,0.000055288343,0.000028631126,0.23008156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979538,0.00022567503,0.0008447732,0.0003388952,0.00026174073,0.00037512364],"domain_scores_gemma":[0.9978467,0.000040211293,0.0009906935,0.00033659296,0.00072062406,0.00006516372],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045083204,0.00034983695,0.000615748,0.00030464938,0.00019630669,0.00015697868,0.0018215246,0.00030726133,0.0001502448],"category_scores_gemma":[0.00028348365,0.0002482507,0.0001270221,0.00011948408,0.00019131786,0.00013728238,0.00041894827,0.0013482949,0.00008187252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029487888,0.00021021412,0.12087671,0.00002482723,0.00094395527,0.0009799999,0.00036973998,0.000005280416,0.001964273,0.0000053162744,0.8742069,0.000117909694],"study_design_scores_gemma":[0.0029205303,0.00027651415,0.41785294,0.0015443906,0.00021880776,0.000507774,0.00021760575,7.838838e-7,0.0007992727,0.000006182933,0.57521516,0.0004400145],"about_ca_topic_score_codex":0.20158386,"about_ca_topic_score_gemma":0.71858937,"teacher_disagreement_score":0.5170055,"about_ca_system_score_codex":0.00020122713,"about_ca_system_score_gemma":0.0011614916,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W2594848005","doi":"10.1016/j.ijantimicag.2017.02.007","title":"Erratum to ‘Predominance of healthcare-associated cases among episodes of community-onset bacteraemia due to extended-spectrum β-lactamase-producing Enterobacteriaceae’ [International Journal of Antimicrobial Agents 49/1 67–73]","year":2017,"lang":"en","type":"erratum","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université Laval","funders":"","keywords":"Antimicrobial; Enterobacteriaceae; Medicine; Internal medicine; Pediatrics; Intensive care medicine; Microbiology; Biology; Genetics; Escherichia coli; Gene","score_opus":0.022820966240186966,"score_gpt":0.30067178910608666,"score_spread":0.2778508228658997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594848005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92591655,0.00033648382,0.00016148944,0.003384351,0.06664544,0.0004121944,0.002875021,0.000015161108,0.00025330507],"genre_scores_gemma":[0.98725736,0.0014216705,0.0003548002,0.0009015475,0.001268992,0.0000016030391,0.0007806211,0.000104456994,0.0079089375],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9934037,0.0011054769,0.00350846,0.000497553,0.0007213419,0.00076350616],"domain_scores_gemma":[0.9861147,0.000266742,0.008712548,0.0007969473,0.0038963968,0.00021266649],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017594834,0.00079837814,0.0023031954,0.0015562591,0.00037005421,0.00020735475,0.0047335294,0.0009767874,0.00025946304],"category_scores_gemma":[0.0014302848,0.0007543943,0.0011212092,0.00022988574,0.0006242245,0.0005926118,0.0009404735,0.0027182933,0.000040600793],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053375354,0.0023222533,0.019607678,0.00033101486,0.006007794,0.0014406457,0.003036879,0.000074028125,0.13871352,0.000009743626,0.822355,0.0007639081],"study_design_scores_gemma":[0.011609651,0.0029454832,0.63487095,0.038810007,0.0011958309,0.009831713,0.00072147505,0.0000047333,0.22280087,0.00009787826,0.075240605,0.0018708446],"about_ca_topic_score_codex":0.0020545216,"about_ca_topic_score_gemma":0.001109276,"teacher_disagreement_score":0.74711436,"about_ca_system_score_codex":0.00067336386,"about_ca_system_score_gemma":0.0010943204,"threshold_uncertainty_score":0.99958247},"labels":[],"label_agreement":null},{"id":"W2596460571","doi":"10.1093/cid/cix220","title":"Time Efficiency Assessment of Antimicrobial Stewardship Strategies","year":2017,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Stewardship (theology); Intensive care medicine; Anti-Infective Agents; Microbiology; Antibiotics; Antibiotic resistance","score_opus":0.024545676210741937,"score_gpt":0.34770422864180206,"score_spread":0.3231585524310601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596460571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7499924,0.012798781,0.00077764236,0.10744331,0.029074976,0.0032748282,0.005698667,0.00145427,0.08948516],"genre_scores_gemma":[0.9362805,0.0006786179,0.000010950498,0.04493404,0.002285652,0.000011144333,0.0013914069,0.00008545022,0.014322233],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708134,0.0006183297,0.0009927333,0.00069508253,0.000092604765,0.0005199282],"domain_scores_gemma":[0.9967296,0.0009206123,0.0010783684,0.0010404882,0.00018930231,0.000041597246],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00031673527,0.00042752817,0.0013066343,0.000121366946,0.00035598283,0.000081993974,0.0007055862,0.0017391925,0.00086295145],"category_scores_gemma":[0.00037664297,0.0003474518,0.00081284443,0.000065134824,0.0025062235,0.000109919274,0.00020198291,0.0018280147,0.00070823386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023545348,0.00085433497,0.015950734,0.0005136075,0.0007466119,0.00016319581,0.000010502329,0.0000063153902,0.00071333506,0.00006613912,0.9805907,0.00036097507],"study_design_scores_gemma":[0.00496971,0.0020522974,0.13966322,0.0021772005,0.0029071926,0.00006924105,0.000053392407,0.000013277077,0.0005542822,0.0007231146,0.8448787,0.0019383662],"about_ca_topic_score_codex":0.000040461393,"about_ca_topic_score_gemma":0.000006409156,"teacher_disagreement_score":0.18628813,"about_ca_system_score_codex":0.00003910186,"about_ca_system_score_gemma":0.0009816,"threshold_uncertainty_score":0.9998978},"labels":[],"label_agreement":null},{"id":"W2605947894","doi":"10.23889/ijpds.v1i1.154","title":"Variations in antibiotic use for respiratory tract infections","year":2017,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Respiratory tract infections; Specialty; Medical prescription; Antibiotics; Cohort; Family medicine; Population; Health care; Emergency medicine; Intensive care medicine; Pediatrics; Internal medicine; Environmental health; Respiratory system; Nursing","score_opus":0.10999032342885187,"score_gpt":0.4084730050154586,"score_spread":0.29848268158660674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605947894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363379,0.00011443661,0.048632823,0.0017271395,0.0113714,0.0005147856,0.0010694664,0.000027376713,0.00020466225],"genre_scores_gemma":[0.99715364,0.00003348878,0.0018892363,0.000104987026,0.00015647706,0.0000024640458,0.00022647335,0.0000063670113,0.00042684437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909264,0.000024200823,0.00031741444,0.000270386,0.0000943419,0.00020101698],"domain_scores_gemma":[0.9986308,0.00016726444,0.00036292884,0.0004749493,0.00033884525,0.000025178218],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009882321,0.000074772164,0.00010105853,0.00028324092,0.0013653337,0.00046787344,0.0014387149,0.00006989108,0.000021832548],"category_scores_gemma":[0.0027391114,0.00006625587,0.000046725985,0.00007166147,0.0002263712,0.0030163808,0.00015631359,0.00013927613,0.000013694521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014824377,0.0006383947,0.8915187,0.000009627483,0.00009090745,0.000005481061,0.00010273692,0.00022970868,0.046824086,0.04496544,0.0043227416,0.011143899],"study_design_scores_gemma":[0.0011039478,0.00006951174,0.9676663,0.00007199109,0.000016219105,0.000043315293,0.00002168715,0.0011508439,0.0005853889,0.0014540594,0.027709445,0.00010729222],"about_ca_topic_score_codex":0.0002542186,"about_ca_topic_score_gemma":0.00036884443,"teacher_disagreement_score":0.076147564,"about_ca_system_score_codex":0.00009352792,"about_ca_system_score_gemma":0.00020792807,"threshold_uncertainty_score":0.99993473},"labels":[],"label_agreement":null},{"id":"W2606131721","doi":"10.2196/mededu.6305","title":"Simulated Conversations With Virtual Humans to Improve Patient-Provider Communication and Reduce Unnecessary Prescriptions for Antibiotics: A Repeated Measure Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medical prescription; Medicine; Conversation; Ambulatory; Preparedness; Health care; Intensive care medicine; Family medicine; Internal medicine; Nursing; Psychology","score_opus":0.01931399136765067,"score_gpt":0.3074534308968748,"score_spread":0.28813943952922416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606131721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919814,0.00026127454,0.00037130367,0.0041873716,0.0005667785,0.0022713204,0.000026321013,0.000064758424,0.00026949146],"genre_scores_gemma":[0.99738204,0.00002682752,0.00019241558,0.000404856,0.00004605219,0.000047516456,0.00018638626,0.000020199272,0.0016937302],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998836,0.00015439965,0.00030640166,0.00037998144,0.00010707736,0.00021615719],"domain_scores_gemma":[0.99841607,0.000112074624,0.0002361971,0.000794801,0.00034407986,0.00009680335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025213775,0.0001584782,0.00021267493,0.00008096724,0.0010757596,0.00007516301,0.0003280011,0.00015362403,0.00009594522],"category_scores_gemma":[0.0008270968,0.00012654839,0.000024450577,0.000072942246,0.00036799404,0.00020400966,0.00009518352,0.0002522021,0.000025398951],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014560653,0.053650003,0.14266491,0.0008832798,0.0038681498,0.000015822092,0.107960835,0.00008716915,0.36396858,0.012643765,0.13684574,0.16285111],"study_design_scores_gemma":[0.029016541,0.042560834,0.77334833,0.0036131341,0.0014394711,0.0000705431,0.09759657,0.0006903975,0.021359771,0.00096641545,0.026974985,0.002363014],"about_ca_topic_score_codex":0.00052365643,"about_ca_topic_score_gemma":0.00060417526,"teacher_disagreement_score":0.6306834,"about_ca_system_score_codex":0.000046780973,"about_ca_system_score_gemma":0.00050718605,"threshold_uncertainty_score":0.82739824},"labels":[],"label_agreement":null},{"id":"W2607233267","doi":"10.1017/cem.2017.11","title":"Impact of a multifaceted antimicrobial stewardship program: A front-line ownership driven quality improvement project in a large urban emergency department","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Medicine; Emergency department; Antimicrobial; Psychological intervention; Ciprofloxacin; Clostridium difficile; Azithromycin; Ceftriaxone; Antibiotic resistance; Intensive care medicine; Emergency medicine; Antibiotics; Nursing; Microbiology","score_opus":0.08004895483468487,"score_gpt":0.38517513232457895,"score_spread":0.30512617748989407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607233267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905844,0.0031253365,0.000046981528,0.0005885013,0.004324925,0.00075689174,0.00021920017,0.000008211655,0.00034556954],"genre_scores_gemma":[0.9977193,0.00061706116,0.00007757887,0.000015339225,0.00026410064,0.0000071071568,0.000063914806,0.00002322813,0.0012123968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968808,0.00024685147,0.001680115,0.00028496672,0.00011616313,0.0007910814],"domain_scores_gemma":[0.9971538,0.000022500855,0.0016165157,0.00055614475,0.00041609068,0.00023490818],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011425478,0.0003094191,0.00089429115,0.00041356205,0.00031050917,0.000006003052,0.0006759947,0.00024401068,0.0024868282],"category_scores_gemma":[0.0007768607,0.00021083203,0.0003744714,0.000170095,0.00029579832,0.00014338682,0.000039074166,0.00048743736,0.000013083282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056186924,0.000592349,0.86706114,0.00021198072,0.000886586,0.000093034796,0.004030092,0.0000036319816,0.10079219,0.000030307518,0.023688005,0.002048782],"study_design_scores_gemma":[0.008099085,0.004937366,0.97043735,0.0010000437,0.00028284942,0.000021453083,0.001330081,0.000013497997,0.004693003,0.000040220046,0.008678299,0.0004667625],"about_ca_topic_score_codex":0.041960463,"about_ca_topic_score_gemma":0.14474355,"teacher_disagreement_score":0.10337617,"about_ca_system_score_codex":0.00024091685,"about_ca_system_score_gemma":0.0013481556,"threshold_uncertainty_score":0.998425},"labels":[],"label_agreement":null},{"id":"W2611047623","doi":"10.4212/cjhp.v70i2.1651","title":"The Pharmacist’s Guide to Antimicrobial Therapy and Stewardship","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Antimicrobial stewardship; Pharmacist; Stewardship (theology); Medicine; Family medicine; Antimicrobial; Intensive care medicine; Pharmacy; Political science; Antibiotics; Antibiotic resistance; Microbiology; Biology","score_opus":0.026652853010175472,"score_gpt":0.30101493185330647,"score_spread":0.274362078843131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611047623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9510219,0.008662064,0.000008825346,0.03507555,0.003440808,0.00020065151,0.000023083017,0.000004378959,0.001562701],"genre_scores_gemma":[0.9941908,0.0013567236,0.000019895637,0.0011720407,0.0002395879,7.195637e-7,7.452485e-7,0.000013553593,0.0030058993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911475,0.00009646584,0.00026573098,0.00010650108,0.00004261664,0.00037391562],"domain_scores_gemma":[0.9990391,0.00007755182,0.00027645996,0.00030637838,0.0001485578,0.00015194842],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006022254,0.00013274628,0.00017079333,0.000047265716,0.0026948864,0.00027165608,0.001002333,0.000041099673,0.00007278172],"category_scores_gemma":[0.0001237129,0.00006899421,0.00009329714,0.000032506658,0.00071722484,0.00014091062,0.000045288845,0.00036541963,0.00009207656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008721607,0.0000818968,0.039055146,0.000017678696,0.0012361975,0.00038713677,0.00420662,0.0000065275776,0.078044534,0.0014790809,0.79269755,0.08191546],"study_design_scores_gemma":[0.002046219,0.00019826899,0.018952865,0.000048001617,0.000047747053,0.00024487652,0.00016401026,9.228131e-7,0.045741323,0.00013090076,0.9322622,0.00016270627],"about_ca_topic_score_codex":0.0053058765,"about_ca_topic_score_gemma":0.008331961,"teacher_disagreement_score":0.1395646,"about_ca_system_score_codex":0.00004363574,"about_ca_system_score_gemma":0.00051148474,"threshold_uncertainty_score":0.99860346},"labels":[],"label_agreement":null},{"id":"W2611102782","doi":"10.1038/545023a","title":"Antibiotic resistance has a language problem","year":2017,"lang":"en","type":"article","venue":"Nature","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Terminology; Antibiotic resistance; Antibiotics; Resistance (ecology); Intensive care medicine; Linguistics; Medicine; History; Biology; Microbiology; Philosophy","score_opus":0.008091910849816973,"score_gpt":0.2551822455179931,"score_spread":0.24709033466817615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611102782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7187675,0.07860607,0.000063601736,0.012580435,0.0025293506,0.00050674134,0.000097373384,0.00027913746,0.18656975],"genre_scores_gemma":[0.9230166,0.000079951395,0.00036521765,0.00038731686,0.00006515813,6.652267e-7,0.000021556309,0.000013452063,0.076050095],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999258,0.00003627913,0.00011734955,0.0002696358,0.000036063764,0.00028268062],"domain_scores_gemma":[0.99908394,0.000025917243,0.00014036872,0.0006901176,0.000042993044,0.000016679558],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000117524454,0.00013092175,0.00018524009,0.00003240734,0.00080653373,0.00008016653,0.0005028864,0.0013651017,0.00017135814],"category_scores_gemma":[0.000105445644,0.00009969072,0.000070544374,0.000035128258,0.00034361563,0.000097444405,0.00008323518,0.0014892499,0.00056254835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003492165,0.00023786903,0.013547556,0.0003249584,0.0003307048,0.0002629998,0.0015406532,3.5677408e-7,0.6102069,0.020935813,0.34734887,0.0049140924],"study_design_scores_gemma":[0.0018778021,0.00006342246,0.10293176,0.0005595448,0.00007242406,0.00004895992,0.00038284034,5.9826834e-7,0.2386364,0.000714606,0.6542345,0.0004770824],"about_ca_topic_score_codex":0.000032833457,"about_ca_topic_score_gemma":0.00035931607,"teacher_disagreement_score":0.3715705,"about_ca_system_score_codex":0.000015162803,"about_ca_system_score_gemma":0.000045838773,"threshold_uncertainty_score":0.99993134},"labels":[],"label_agreement":null},{"id":"W2611591534","doi":"10.1080/16549716.2017.1287334","title":"Antibiotic prescribing for upper respiratory infections among children in rural China: a cross-sectional study of outpatient prescriptions","year":2017,"lang":"en","type":"article","venue":"Global Health Action","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Department for International Development; Department for International Development, UK Government","keywords":"Medicine; Medical prescription; Antibiotics; Cross-sectional study; Logistic regression; Odds ratio; Health facility; Pediatrics; Environmental health; Internal medicine; Health services; Population; Nursing","score_opus":0.03077727093365101,"score_gpt":0.35392201544459967,"score_spread":0.32314474451094866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611591534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995465,0.0003948479,0.00020300921,0.00004987622,0.002044045,0.0014633642,0.00014904549,0.000042564636,0.00018825957],"genre_scores_gemma":[0.99960726,0.000027055112,0.000015704956,0.0000345195,0.00007488156,0.000022018703,0.000054508877,0.000008765075,0.00015528918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986331,0.0001468927,0.0005165217,0.00028832667,0.000060387498,0.00035476853],"domain_scores_gemma":[0.9990201,0.000022216262,0.00046722795,0.00036783732,0.00008624519,0.00003639581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003400825,0.00014032958,0.0002558626,0.000098660465,0.0012117806,0.000042239608,0.00017346596,0.00020524961,0.000015913767],"category_scores_gemma":[0.00012414201,0.00013276789,0.00009229652,0.000085757936,0.00019272896,0.00029786586,0.000063936095,0.00023578934,0.000012642162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019676548,0.0012361106,0.99607205,0.00005784971,0.00007099816,2.1667745e-7,0.00020946028,0.00008189085,0.0003939334,0.00020583702,0.00033898227,0.0011359277],"study_design_scores_gemma":[0.002182817,0.0011593265,0.99579597,0.00009046423,0.00001639221,0.000006256931,0.00026036377,0.000012275587,0.00020737854,0.00007978655,0.000085630796,0.000103362414],"about_ca_topic_score_codex":0.010308598,"about_ca_topic_score_gemma":0.00818812,"teacher_disagreement_score":0.004142269,"about_ca_system_score_codex":0.00029723186,"about_ca_system_score_gemma":0.00015058373,"threshold_uncertainty_score":0.99628186},"labels":[],"label_agreement":null},{"id":"W2613179329","doi":"10.7326/m16-1131","title":"Antibiotic Prescribing for Nonbacterial Acute Upper Respiratory Infections in Elderly Persons","year":2017,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Medical prescription; Respiratory tract infections; Bronchitis; Acute care; Sinusitis; Retrospective cohort study; Logistic regression; Antibiotics; Cohort study; Cohort; Emergency medicine; Internal medicine; Pediatrics; Intensive care medicine; Health care; Surgery; Respiratory system","score_opus":0.04960599929351832,"score_gpt":0.34307831387358945,"score_spread":0.2934723145800711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613179329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914816,0.0012823336,0.0003411609,0.0024037438,0.0017409835,0.00021921904,0.000042626303,0.000014950969,0.0024733883],"genre_scores_gemma":[0.9972197,0.00015109997,0.00003335319,0.0005040601,0.00020963709,0.0000028981642,0.0000086340215,0.0000124448425,0.0018581991],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990809,0.000048403967,0.00035297615,0.00020945547,0.00003596486,0.00027232867],"domain_scores_gemma":[0.99912465,0.00011636921,0.00027676058,0.000342017,0.00011468996,0.000025530619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003186494,0.00013199153,0.00035833445,0.00014855752,0.00021248357,0.000011496892,0.0003228549,0.00015566578,0.00015407555],"category_scores_gemma":[0.00046642462,0.00009917511,0.00010489328,0.000031602092,0.0005194372,0.0001247238,0.00006006862,0.00019508883,0.000021339469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007833258,0.00020301394,0.06316543,0.00010228459,0.00047450204,0.000022112523,0.0008733846,3.6433588e-7,0.9167216,0.0006251213,0.013231692,0.0037972073],"study_design_scores_gemma":[0.006807936,0.0048511415,0.21873444,0.0038662814,0.00018569364,0.00006815012,0.000641478,0.0000053571534,0.6988502,0.00032358908,0.06531368,0.0003520241],"about_ca_topic_score_codex":0.00060287287,"about_ca_topic_score_gemma":0.00022807218,"teacher_disagreement_score":0.21787132,"about_ca_system_score_codex":0.00000836878,"about_ca_system_score_gemma":0.000039237933,"threshold_uncertainty_score":0.40442437},"labels":[],"label_agreement":null},{"id":"W2615010047","doi":"10.1186/s13756-017-0208-x","title":"The threat of antimicrobial resistance in developing countries: causes and control strategies","year":2017,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1327,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Health Canada","funders":"Health Canada; University of Ottawa","keywords":"Developing country; Medicine; Context (archaeology); Health care; Medical prescription; Intervention (counseling); Antibiotic resistance; Resistance (ecology); Intensive care medicine; Economic growth; Nursing; Antibiotics","score_opus":0.02301188388681615,"score_gpt":0.2993215129255673,"score_spread":0.27630962903875117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615010047","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009027776,0.9947437,0.00042656893,0.00055048853,0.00088714174,0.0012400412,0.00030445616,0.00004858524,0.000896263],"genre_scores_gemma":[0.045002315,0.95240366,0.00002774456,0.0001998916,0.00009673989,0.000033845085,0.00003833267,0.00005283031,0.0021446215],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660873,0.00050046766,0.0013161936,0.0007725667,0.00008469651,0.0007173137],"domain_scores_gemma":[0.9967243,0.0009962977,0.0013639242,0.00064732594,0.00022956853,0.000038566646],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078790204,0.0007073644,0.0024471527,0.00025154446,0.0012938499,0.00031445635,0.0003995806,0.0008511468,0.0000139997765],"category_scores_gemma":[0.00021355867,0.00050395273,0.00031715806,0.00019353315,0.001734302,0.0003891655,0.000088710156,0.00065531494,0.00002299558],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015619059,0.0012653862,0.010882052,0.29844993,0.019179123,0.00056354154,0.002944315,0.000011582709,0.015567663,0.25278994,0.10797395,0.27475342],"study_design_scores_gemma":[0.0026482532,0.00004004812,0.0005506615,0.018413525,0.0006297145,0.000041478906,0.000027476786,1.752907e-7,0.0002627811,0.000108688015,0.97671664,0.0005605639],"about_ca_topic_score_codex":0.0003236006,"about_ca_topic_score_gemma":0.011598912,"teacher_disagreement_score":0.8687427,"about_ca_system_score_codex":0.00010848987,"about_ca_system_score_gemma":0.0008178139,"threshold_uncertainty_score":0.9997412},"labels":[],"label_agreement":null},{"id":"W2616173277","doi":"10.1016/j.ajic.2017.03.025","title":"Antimicrobial stewardship for hospitalized patients with viral respiratory tract infections","year":2017,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AIDS Vancouver; University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; Antimicrobial stewardship; Intensive care medicine; Respiratory tract infections; Internal medicine; Antibiotics; Pneumonia; Mechanical ventilation; Psychological intervention; Emergency medicine; Respiratory system; Antibiotic resistance; Nursing; Microbiology","score_opus":0.005897614312621629,"score_gpt":0.24205300770566637,"score_spread":0.23615539339304475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616173277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98810947,0.00006612349,0.010037347,0.00022545847,0.0010973242,0.00026142257,0.000033620905,0.000017416312,0.00015183797],"genre_scores_gemma":[0.9993711,0.000018475595,0.000080047044,0.00028271708,0.00014661733,0.0000040644145,0.000003674239,0.000017036426,0.00007623474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999118,0.00012401809,0.00035413177,0.00013392966,0.000045632045,0.0002243304],"domain_scores_gemma":[0.997899,0.000110325054,0.0013037092,0.0002216472,0.0004303737,0.000034935154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026074768,0.00014412489,0.0004176942,0.00012389242,0.0006065626,0.000054108285,0.0001406673,0.00007978298,0.000029479643],"category_scores_gemma":[0.00022618465,0.00010301589,0.00021456821,0.000046414323,0.0005176937,0.0002873249,0.000010678726,0.00024733142,0.000014073988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015797307,0.00081542315,0.9812088,0.000009846217,0.00052722625,0.0000030109243,0.00004920443,0.000024384564,0.0064732363,0.000081262755,0.0011517224,0.008076165],"study_design_scores_gemma":[0.01089896,0.0060988083,0.9688489,0.00008316792,0.00021551464,0.000034399163,0.000016861026,0.0000010056983,0.0018298248,0.000020666685,0.011780219,0.0001717034],"about_ca_topic_score_codex":0.0001085666,"about_ca_topic_score_gemma":0.000028350643,"teacher_disagreement_score":0.012359917,"about_ca_system_score_codex":0.00004584312,"about_ca_system_score_gemma":0.00011844139,"threshold_uncertainty_score":0.46652502},"labels":[],"label_agreement":null},{"id":"W2616916811","doi":"10.1177/1060028017709820","title":"A Systematic Review of Antimicrobial Stewardship Interventions in the Emergency Department","year":2017,"lang":"en","type":"review","venue":"Annals of Pharmacotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Antimicrobial stewardship; Psychological intervention; Emergency department; MEDLINE; Guideline; Intensive care medicine; Systematic review; Randomized controlled trial; Health care; Family medicine; Emergency medicine; Nursing; Internal medicine; Antibiotic resistance","score_opus":0.21545018340636826,"score_gpt":0.48084010017183193,"score_spread":0.26538991676546364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616916811","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001551659,0.9964652,0.000008172594,0.00018042942,0.0004832001,0.0022968852,0.00024840605,0.0000074395016,0.00029476685],"genre_scores_gemma":[0.00013440364,0.9983586,0.000005956582,0.00027415995,0.000026220006,0.00008141161,0.00010703754,0.000023740402,0.0009884385],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99628,0.0013026749,0.0018520703,0.00023837374,0.00006932955,0.00025752766],"domain_scores_gemma":[0.99682397,0.0001376097,0.002200916,0.0007121496,0.000113224705,0.000012116466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015819079,0.00031323713,0.002705774,0.00015172047,0.00007811097,0.000005598313,0.0011095164,0.00019292177,0.00053043856],"category_scores_gemma":[0.00008487214,0.0001786364,0.0017635337,0.00016554387,0.00015337174,0.000046634294,0.00004251887,0.00030179674,0.00007316714],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011735337,0.0003915931,0.0000011891597,0.9661213,0.00142276,0.0000048074053,0.00008625472,1.2098822e-8,0.00021240344,0.000118027,0.017551798,0.01407809],"study_design_scores_gemma":[0.00018434563,0.00005574043,0.0000012250329,0.6989839,0.0011678302,0.000019008105,0.000009195445,9.918782e-9,0.00068447576,0.000009597042,0.29875186,0.0001327932],"about_ca_topic_score_codex":0.000022029679,"about_ca_topic_score_gemma":0.000010561812,"teacher_disagreement_score":0.28120005,"about_ca_system_score_codex":0.000008581423,"about_ca_system_score_gemma":0.00010908294,"threshold_uncertainty_score":0.7284581},"labels":[],"label_agreement":null},{"id":"W2620307620","doi":"10.1371/journal.pone.0178434","title":"Every antibiotic, every day: Maximizing the impact of prospective audit and feedback on total antibiotic use","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto East General Hospital","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto","keywords":"Medicine; Antimicrobial stewardship; Antibiotics; Prospective cohort study; Emergency medicine; Interrupted Time Series Analysis; Univariate analysis; Antibiotic Stewardship; Antimicrobial; Internal medicine; Multivariate analysis; Antibiotic resistance","score_opus":0.03346384238121699,"score_gpt":0.2454077909597164,"score_spread":0.2119439485784994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620307620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963125,0.0014229314,0.0000053322933,0.00021960451,0.00014684025,0.00042189565,0.000076706085,0.00003400843,0.0013601956],"genre_scores_gemma":[0.9957819,0.00063216937,0.000078146164,0.000035212302,0.000056283832,5.7841356e-7,0.000010781365,0.000025434952,0.0033794895],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988084,0.00011593964,0.00024566826,0.00037310913,0.00007959567,0.00037731224],"domain_scores_gemma":[0.99849176,0.00023572914,0.00033285288,0.00080984563,0.00009863403,0.00003116446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021481935,0.00023938804,0.00048730068,0.000064488035,0.00061986095,0.000082928724,0.0003110663,0.00022342073,0.000073119816],"category_scores_gemma":[0.0003663708,0.00015089077,0.00013686926,0.00005738854,0.0007822054,0.00025246406,0.00019125674,0.00035647448,0.00015570423],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005922266,0.0016684857,0.39040324,0.00014556546,0.0024069431,0.000022189934,0.00050043693,0.0000048657503,0.60234636,0.0005264754,0.0009768303,0.00040636762],"study_design_scores_gemma":[0.00080773566,0.0004027099,0.76583135,0.00069289014,0.00016597887,0.000016607406,0.00008563996,0.000012367221,0.23173916,0.0000699017,0.000005668506,0.00016999469],"about_ca_topic_score_codex":0.00035859746,"about_ca_topic_score_gemma":0.000022403046,"teacher_disagreement_score":0.3754281,"about_ca_system_score_codex":0.000050095656,"about_ca_system_score_gemma":0.000074149226,"threshold_uncertainty_score":0.6153147},"labels":[],"label_agreement":null},{"id":"W2621398474","doi":"10.1186/s13756-017-0211-2","title":"How externalities impact an evaluation of strategies to prevent antimicrobial resistance in health care organizations","year":2017,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary; Health Sciences Centre; Alberta Health Services","funders":"Government of Canada; University of Calgary; Baxter International; Pfizer","keywords":"Medical microbiology; Externality; Medicine; Antibiotic resistance; Health care; Resistance (ecology); Drug resistance; Antimicrobial; Antimicrobial drug; Intensive care medicine; Economic growth; Economics; Virology; Biology; Antibiotics; Microbiology","score_opus":0.0325559408126797,"score_gpt":0.35748766374863716,"score_spread":0.32493172293595746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621398474","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042235446,0.9905783,0.0006372471,0.00028138686,0.00071399775,0.0023781494,0.00079822814,0.00005321706,0.00033592535],"genre_scores_gemma":[0.19575766,0.8015895,0.00007471304,0.0000780885,0.00012308364,0.00004224012,0.00043720205,0.00006415845,0.0018333936],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959997,0.0012824961,0.0011242145,0.00082605565,0.00015810283,0.0006094202],"domain_scores_gemma":[0.9967918,0.00011725293,0.0014350838,0.00079232187,0.00078221335,0.00008136146],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010399373,0.00063507893,0.0021925278,0.0005210039,0.00060121244,0.00032066932,0.00038313158,0.00060071854,0.000050014783],"category_scores_gemma":[0.0003051322,0.00055017514,0.0003412735,0.0004194009,0.00032485081,0.00064200326,0.000068117915,0.0004815051,0.000016350607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029773018,0.0036842914,0.0019059785,0.1949118,0.0064766402,0.00005672325,0.016181864,0.00038895596,0.017705377,0.008478597,0.052607317,0.69462514],"study_design_scores_gemma":[0.0031034104,0.00036306152,0.0014577108,0.037609495,0.0012347845,0.000032561715,0.00037627792,0.0000013019069,0.0007388844,0.0000770887,0.95390683,0.0010985725],"about_ca_topic_score_codex":0.0009877268,"about_ca_topic_score_gemma":0.019749358,"teacher_disagreement_score":0.90129954,"about_ca_system_score_codex":0.00046043535,"about_ca_system_score_gemma":0.0023281218,"threshold_uncertainty_score":0.999695},"labels":[],"label_agreement":null},{"id":"W2625132392","doi":"10.1093/ofid/ofx124","title":"Development and Assessment of a Physician-Specific Antimicrobial Usage and Spectrum Feedback Tool","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Summative assessment; Intensive care medicine; Audit; Medical physics; Formative assessment; Antibiotics; Antibiotic resistance; Statistics","score_opus":0.013237185882063792,"score_gpt":0.2714418851228109,"score_spread":0.2582046992407471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625132392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829913,0.0010401583,0.00008465331,0.00025843395,0.00027683045,0.00037227318,0.000069391404,0.000021439055,0.01488557],"genre_scores_gemma":[0.9981332,0.00050220406,0.00022391876,0.00014447997,0.000015940837,0.0000070031892,0.00002939954,0.000013185399,0.00093067123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999169,0.00003776694,0.00020653188,0.00029855766,0.000029435165,0.00025872487],"domain_scores_gemma":[0.9993578,0.000030786236,0.00022265273,0.0003354068,0.000025174992,0.000028157401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007999683,0.00016154864,0.00031516977,0.0000390829,0.0008757948,0.0001891937,0.00026577906,0.00007964711,0.00008285105],"category_scores_gemma":[0.0000119365095,0.00013766982,0.000042696476,0.00002774951,0.00040526566,0.00025061404,0.00051704556,0.00010252097,0.000028147155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026911552,0.0012447101,0.81844354,0.00024133797,0.0007258392,0.000029023735,0.0003272747,0.000001238123,0.07774262,0.02466831,0.01286801,0.06343898],"study_design_scores_gemma":[0.0022883106,0.00013770557,0.9106535,0.0002111714,0.00006535189,0.000025743195,0.00017411822,0.0000017623535,0.027893215,0.0004945897,0.057740454,0.00031413496],"about_ca_topic_score_codex":0.000088116874,"about_ca_topic_score_gemma":0.0001476449,"teacher_disagreement_score":0.092209905,"about_ca_system_score_codex":0.000024086405,"about_ca_system_score_gemma":0.00009992985,"threshold_uncertainty_score":0.6735994},"labels":[],"label_agreement":null},{"id":"W2725607492","doi":"10.1111/tmi.12922","title":"Impact of China's essential medicines scheme and zero‐mark‐up policy on antibiotic prescriptions in county hospitals: a mixed methods study","year":2017,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Medical Research Council; University of Toronto","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Intervention (counseling); Family medicine; Respiratory tract infections; Emergency medicine; Antibiotics; Pediatrics; Internal medicine; Antibiotic resistance; Nursing","score_opus":0.02103364558749851,"score_gpt":0.42887344392260324,"score_spread":0.40783979833510475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725607492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98481834,0.0011724015,0.0005069549,0.010759063,0.0015354012,0.00039955985,0.000035696507,0.000018103423,0.00075449556],"genre_scores_gemma":[0.9982511,0.0005919475,0.00023744117,0.00018594117,0.00023377016,0.0000033270028,0.000025986978,0.000011870312,0.0004586557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983285,0.0003364926,0.00056902476,0.0003331831,0.00013561477,0.00029716914],"domain_scores_gemma":[0.9988868,0.00018997128,0.00038039565,0.00037545833,0.00009411009,0.000073257506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048229485,0.00019189896,0.0005872517,0.00026328414,0.00021185787,0.000011531366,0.0003732587,0.000118596305,0.00012016617],"category_scores_gemma":[0.0011639275,0.00012584007,0.00007029729,0.00008263902,0.00072975055,0.00008158407,0.00010969485,0.00035587235,0.0000074430764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092150574,0.0012823596,0.9514052,0.00011794164,0.0004913951,0.000015388023,0.0017598986,0.0000018535007,0.010344977,0.009908093,0.004393378,0.01935799],"study_design_scores_gemma":[0.0037425184,0.002650155,0.9917976,0.0004963843,0.000020793555,0.00001776821,0.00036836005,0.000033354532,0.00018717576,0.0003224161,0.0002714884,0.00009194139],"about_ca_topic_score_codex":0.009246738,"about_ca_topic_score_gemma":0.00039915656,"teacher_disagreement_score":0.040392425,"about_ca_system_score_codex":0.0001376641,"about_ca_system_score_gemma":0.0002479459,"threshold_uncertainty_score":0.99735075},"labels":[],"label_agreement":null},{"id":"W2725967965","doi":"10.1097/pcc.0000000000001238","title":"Determinants of Antibiotic Tailoring in Pediatric Intensive Care: A National Survey*","year":2017,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Ottawa; Centre for Advancing Health Outcomes; Providence Health Care; University of Calgary; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Antibiotics; Sepsis; Pneumonia; Intensive care medicine; Internal medicine; Pediatrics; Emergency medicine","score_opus":0.037043727421854654,"score_gpt":0.34184225563846754,"score_spread":0.3047985282166129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725967965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97135556,0.025087956,0.000025649184,0.00028083785,0.0017742948,0.00016948851,0.00007940176,0.000019880645,0.0012069483],"genre_scores_gemma":[0.99822026,0.0009944282,0.000034205394,0.000091862945,0.00050547667,0.0000020177301,0.000052673608,0.000017298575,0.00008179066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983089,0.00015097574,0.0005525511,0.00039328187,0.00016553387,0.00042876534],"domain_scores_gemma":[0.99686706,0.0008316647,0.0001934914,0.00037758148,0.0016768564,0.000053342654],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00044761447,0.00020600007,0.00057242514,0.0002878989,0.0002623585,0.00001097949,0.00041865237,0.0002563865,0.000094404044],"category_scores_gemma":[0.011957425,0.00016666892,0.00007328584,0.00020341678,0.00068060565,0.000097199016,0.00015851276,0.00036402926,0.00006142781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008783375,0.000037411442,0.9962758,0.0008063325,0.000006872266,0.000060641454,0.0014050957,3.1610367e-7,0.00042341984,0.00012860032,0.0003336037,0.00043409385],"study_design_scores_gemma":[0.0015726604,0.00028605922,0.991988,0.00010977649,0.00015370766,0.000020599804,0.0038816992,0.0000015244167,0.0016657301,0.0000624595,0.00006482481,0.00019293184],"about_ca_topic_score_codex":0.00083633815,"about_ca_topic_score_gemma":0.0007383313,"teacher_disagreement_score":0.026864704,"about_ca_system_score_codex":0.000067946305,"about_ca_system_score_gemma":0.00019830553,"threshold_uncertainty_score":0.99636525},"labels":[],"label_agreement":null},{"id":"W2731415219","doi":"10.18192/uojm.v7i1.1983","title":"PICC Your Battles: Considering the Appropriateness of Peripherally Inserted Central Catheter (PICC) Lines for Outpatient Parenteral Antimicrobial Therapy (OPAT) in Injection Drug Users (IDUs)","year":2017,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Peripherally inserted central catheter; Intensive care medicine; Injection drug use; Harm reduction; Catheter; Medical emergency; Drug; Pediatrics; Public health; Surgery; Psychiatry; Nursing; Drug injection","score_opus":0.023649745816109694,"score_gpt":0.239815291755626,"score_spread":0.2161655459395163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731415219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957078,0.00058054394,0.00060332613,0.0019509908,0.0009306265,0.00017738958,0.000010517438,0.0000032488865,0.000035554294],"genre_scores_gemma":[0.9988851,0.00054873416,0.0001784507,0.00007200106,0.000067615016,5.2542887e-8,0.0000061438604,0.0000065697604,0.0002353513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991748,0.00011584039,0.00036197624,0.00010797168,0.000060363695,0.00017906657],"domain_scores_gemma":[0.99867123,0.00008295738,0.0008157265,0.00018014247,0.00022809161,0.00002182815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035661654,0.0001145907,0.00040145166,0.000113377166,0.00022641238,0.0000049464493,0.00037545606,0.00010189987,0.00004805922],"category_scores_gemma":[0.00009271481,0.00007568196,0.00012739077,0.00003711407,0.0006859218,0.0001159705,0.00003797361,0.00021489263,4.4656096e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049142498,0.00081853516,0.5871776,0.00023395567,0.00091921247,0.000051746152,0.04527127,0.00027595062,0.352537,0.00014560529,0.0037915562,0.003863316],"study_design_scores_gemma":[0.037932817,0.0032731744,0.8157183,0.003001884,0.0003681825,0.00023974378,0.032014538,0.0000733378,0.09202637,0.00009092901,0.014859213,0.0004015389],"about_ca_topic_score_codex":0.00092995237,"about_ca_topic_score_gemma":0.00066849525,"teacher_disagreement_score":0.26051065,"about_ca_system_score_codex":0.00003667405,"about_ca_system_score_gemma":0.000090900285,"threshold_uncertainty_score":0.30862206},"labels":[],"label_agreement":null},{"id":"W2733660119","doi":"10.1186/s13054-017-1746-6","title":"Evaluation of early antimicrobial therapy adaptation guided by the BetaLACTA® test: a case-control study","year":2017,"lang":"en","type":"article","venue":"Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Antimicrobial; Clinical endpoint; Antibiotics; Antimicrobial stewardship; Antibiogram; Internal medicine; Intensive care medicine; Antibiotic resistance; Randomized controlled trial","score_opus":0.060138932933716804,"score_gpt":0.3487293610336476,"score_spread":0.2885904280999308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733660119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940338,0.003499354,0.00013800921,0.00054112694,0.00032622012,0.0006051354,0.00016348778,0.00001531803,0.00067755306],"genre_scores_gemma":[0.99974245,0.000008913464,0.000010533595,0.000081474485,0.00003446944,0.000010775436,0.000010643247,0.000009800731,0.00009094641],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998917,0.00039619717,0.0002128347,0.00019632337,0.00009764002,0.0001800186],"domain_scores_gemma":[0.99843365,0.00031020094,0.00008719613,0.00044951742,0.0007060258,0.000013411711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006312244,0.00010750682,0.00018242182,0.000018368508,0.0006278926,0.000044856144,0.00022551735,0.00012791577,0.0001382583],"category_scores_gemma":[0.0011151007,0.000070483795,0.0000706951,0.00002436728,0.00045148793,0.00008889495,0.000027727594,0.00014764379,0.00003150678],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007703252,0.0023313677,0.12328951,0.00015612265,0.0010702941,0.00021189445,0.030741597,0.000016857477,0.69138104,0.0009823502,0.00953947,0.13950917],"study_design_scores_gemma":[0.03148651,0.0049583735,0.7070349,0.00026557758,0.0042443946,0.0007435616,0.056363907,0.00039923762,0.19172992,0.0006486467,0.0010665124,0.0010584515],"about_ca_topic_score_codex":0.00033459385,"about_ca_topic_score_gemma":0.0001419712,"teacher_disagreement_score":0.5837454,"about_ca_system_score_codex":0.000023305318,"about_ca_system_score_gemma":0.00008188809,"threshold_uncertainty_score":0.48293057},"labels":[],"label_agreement":null},{"id":"W2734509134","doi":"10.1371/journal.pone.0180799","title":"Is the level of knowledge a predictor of rational antibiotic use in Serbia?","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Provincial Secretariat for Science and Technological Development; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja","keywords":"Medical prescription; Antibiotics; Medicine; Family medicine; Population; Quarter (Canadian coin); Pediatrics; Demography; Environmental health; Nursing","score_opus":0.13009532833869322,"score_gpt":0.27392349903819085,"score_spread":0.14382817069949763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734509134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754936,0.0009108457,0.0000145656195,0.00032743055,0.00006892285,0.00014283574,0.00012678988,0.0000045567253,0.0008547062],"genre_scores_gemma":[0.99230385,0.00011613783,0.00012243485,0.000027373393,0.00001545581,6.269078e-7,0.000009008501,0.00000521254,0.007399892],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994966,0.000052134616,0.00019722627,0.00010995947,0.000032440705,0.00011163103],"domain_scores_gemma":[0.99926007,0.00011466801,0.00016624005,0.0003699977,0.000083004335,0.0000060113885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012147738,0.00006327404,0.0002047271,0.00003450181,0.000102940365,0.0000059313784,0.00025239214,0.00010506031,0.00012074617],"category_scores_gemma":[0.00018316646,0.00004288173,0.000040642008,0.000033223176,0.00037239614,0.00007094645,0.00006916999,0.00011011584,0.00005528767],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009698741,0.001379533,0.32908908,0.00017843086,0.0003446237,9.710137e-7,0.00081173197,2.0175722e-7,0.66570514,0.0013286074,0.0009985351,0.00006618128],"study_design_scores_gemma":[0.0004981565,0.000045755125,0.5638408,0.00036254415,0.000044391098,6.4127806e-7,0.00003591765,0.000009833986,0.43498337,0.000053558775,0.0000865293,0.00003851077],"about_ca_topic_score_codex":0.0001462831,"about_ca_topic_score_gemma":0.00034544797,"teacher_disagreement_score":0.23475172,"about_ca_system_score_codex":0.0000068995955,"about_ca_system_score_gemma":0.000059034206,"threshold_uncertainty_score":0.17486662},"labels":[],"label_agreement":null},{"id":"W2735262941","doi":"10.1097/pec.0000000000001215","title":"Outpatient Parenteral Antimicrobial Therapy and Judicious Use of Pediatric Emergency Resources","year":2017,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Cellulitis; Pneumonia; Emergency medicine; Antimicrobial stewardship; Retrospective cohort study; Intensive care medicine; Incidence (geometry); Infection control; Antibiotics; Pediatrics; Surgery; Internal medicine; Antibiotic resistance","score_opus":0.02868751659340031,"score_gpt":0.26006541362783697,"score_spread":0.23137789703443667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735262941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9425301,0.052888993,0.00001183664,0.00006743383,0.0036973183,0.00028032248,0.00018651408,0.00004143126,0.0002960686],"genre_scores_gemma":[0.89849824,0.10001579,0.000040832183,0.000014728729,0.00048296803,0.0000051181987,0.000056183144,0.000027272927,0.0008588593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982608,0.00011116268,0.0006333112,0.00046840662,0.000085502754,0.00044080772],"domain_scores_gemma":[0.9984139,0.000029110659,0.00061770435,0.00065758283,0.00023234534,0.000049325445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009189711,0.00029189672,0.0004027207,0.00016902489,0.0006714079,0.000018594623,0.000437481,0.00028067076,0.0005277013],"category_scores_gemma":[0.000113547976,0.00024668488,0.00019798387,0.00012616185,0.00012971659,0.00018726205,0.00020388907,0.00025040348,0.000054257096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013741018,0.000144465,0.9691128,0.00019739916,0.0000852793,0.000005997245,0.0032506913,0.0000020585442,0.0020514715,0.0000223233,0.023836253,0.0011538488],"study_design_scores_gemma":[0.0014144465,0.00039958145,0.9850472,0.000012728724,0.0003232177,0.00000662673,0.00053924305,0.0000011645317,0.001733335,0.000027772712,0.009976274,0.0005183609],"about_ca_topic_score_codex":0.00058187003,"about_ca_topic_score_gemma":0.00012463916,"teacher_disagreement_score":0.047126796,"about_ca_system_score_codex":0.000014814131,"about_ca_system_score_gemma":0.000043699383,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W2739794642","doi":"10.1186/s13017-017-0145-2","title":"The Global Alliance for Infections in Surgery: defining a model for antimicrobial stewardship—results from an international cross-sectional survey","year":2017,"lang":"en","type":"article","venue":"World Journal of Emergency Surgery","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; McMaster University; University of Manitoba","funders":"National Institute on Minority Health and Health Disparities","keywords":"Antimicrobial stewardship; Medicine; Interquartile range; Antimicrobial; Infection control; Family medicine; Cross-sectional study; Intensive care medicine; Antibiotic resistance; Surgery; Pathology; Antibiotics","score_opus":0.08089539176711089,"score_gpt":0.36101391074953365,"score_spread":0.2801185189824228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739794642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97614956,0.0011207567,0.003033456,0.0005008476,0.016720627,0.00016469737,0.0021918248,0.000011280278,0.00010693222],"genre_scores_gemma":[0.9966767,0.001420898,0.00020992724,0.00004696171,0.0002998891,0.0000073938904,0.0002938569,0.000016659902,0.0010277263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978315,0.00016906427,0.0012401396,0.0002841962,0.00008329767,0.0003917886],"domain_scores_gemma":[0.9956418,0.0021695145,0.0012721118,0.0003325672,0.00054167386,0.000042310534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002994717,0.00017868514,0.0004099754,0.000120485034,0.0010040695,0.000116092844,0.0005220524,0.00014942724,0.000042935386],"category_scores_gemma":[0.0033164937,0.00014157814,0.00048606785,0.00011205219,0.00017016035,0.0004845866,0.00005308068,0.0002460204,0.000007316761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025492397,0.00020884823,0.9813141,0.000008624631,0.00028920872,0.000003038661,0.000039947598,0.00080407935,0.00045068568,0.00035531065,0.013037578,0.00093929254],"study_design_scores_gemma":[0.00095688744,0.000025202584,0.98812675,0.000090719084,0.000020001637,0.00001503264,0.000009198582,0.00055872236,0.00019400958,0.0013571255,0.008464696,0.0001816254],"about_ca_topic_score_codex":0.0004221604,"about_ca_topic_score_gemma":0.015646117,"teacher_disagreement_score":0.02052711,"about_ca_system_score_codex":0.0000929421,"about_ca_system_score_gemma":0.00040062782,"threshold_uncertainty_score":0.87309},"labels":[],"label_agreement":null},{"id":"W2741398568","doi":"10.1136/bmjopen-2017-016264","title":"Guideline recommendations and antimicrobial resistance: the need for a change","year":2017,"lang":"en","type":"review","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"World Health Organization","keywords":"Medicine; Guideline; Antibiotic resistance; Intensive care medicine; Family medicine; Antibiotics; Microbiology; Pathology","score_opus":0.33167948028198657,"score_gpt":0.4977106392662377,"score_spread":0.16603115898425114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741398568","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.9769762e-7,0.9763887,0.000056148667,0.00614271,0.00095921423,0.013157981,0.00070835947,0.00001603998,0.0025706773],"genre_scores_gemma":[0.0000011200517,0.94187987,0.0006320526,0.000581306,0.00025018884,0.0011515699,0.0011179325,0.000034764857,0.05435121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847645,0.00023492222,0.0006072124,0.00038125465,0.000018957388,0.0002811813],"domain_scores_gemma":[0.9980737,0.00022793266,0.0007299287,0.00087461533,0.00007765392,0.000016164553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010987198,0.00027308616,0.0011421101,0.000053437514,0.00094854267,0.00016600148,0.0012041668,0.0004007247,0.00013446271],"category_scores_gemma":[0.00019693944,0.00015977916,0.00021583925,0.000055899738,0.00022979356,0.00011110508,0.00061547535,0.00025350315,0.00013028554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057688874,0.000021998108,6.845308e-7,0.003088541,0.000256733,0.0000013567293,0.00007192172,1.0521113e-9,0.0000039637034,0.00063297147,0.56956786,0.42629626],"study_design_scores_gemma":[0.0005472929,0.000023553786,0.000002457237,0.014065933,0.00046522668,0.000041102114,0.00003888866,8.223428e-8,0.000004593207,0.000053329913,0.98451537,0.0002421751],"about_ca_topic_score_codex":0.00009896003,"about_ca_topic_score_gemma":0.0005263989,"teacher_disagreement_score":0.4260541,"about_ca_system_score_codex":0.000022230688,"about_ca_system_score_gemma":0.00024927707,"threshold_uncertainty_score":0.7295519},"labels":[],"label_agreement":null},{"id":"W2741462762","doi":"10.1016/j.cmi.2017.07.013","title":"Human resources estimates and funding for antibiotic stewardship teams are urgently needed","year":2017,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Antibiotic Stewardship; Stewardship (theology); Antimicrobial stewardship; Intensive care medicine; Antibiotics; Medicine; Business; Political science; Antibiotic resistance; Biology; Microbiology","score_opus":0.04668852772622994,"score_gpt":0.34680641855664956,"score_spread":0.3001178908304196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741462762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957881,0.0016350709,0.00012689861,0.00047907812,0.0013135478,0.00027913944,0.000026641566,0.00006330932,0.00028821907],"genre_scores_gemma":[0.9978861,0.00043938842,0.00008447232,0.00024622015,0.00014038423,0.000003224073,0.000046727415,0.0000144505375,0.0011390328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986476,0.00013961796,0.00041596915,0.0004606363,0.00000640317,0.00032982623],"domain_scores_gemma":[0.99884015,0.00035527814,0.00042120548,0.00028854227,0.000053054486,0.000041770116],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006424103,0.00018962761,0.00046022926,0.000062671184,0.0016707869,0.00006501884,0.00012959148,0.00066473056,0.000027992777],"category_scores_gemma":[0.0006492749,0.00015230344,0.0001152324,0.00002212533,0.0014075901,0.00010788398,0.00013679327,0.0003170123,0.00003240512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017583423,0.00014233295,0.62658787,0.0001266491,0.00023693769,0.0000016523339,0.00006978335,2.1035996e-7,0.36569384,0.00052931654,0.0033527156,0.0030828603],"study_design_scores_gemma":[0.0026038499,0.00090158806,0.9412959,0.00027984165,0.00021117859,0.00011926498,0.00021983866,0.000005060329,0.023614988,0.0006194058,0.029787919,0.00034111657],"about_ca_topic_score_codex":0.00011893661,"about_ca_topic_score_gemma":0.0001323795,"teacher_disagreement_score":0.34207883,"about_ca_system_score_codex":0.000011391407,"about_ca_system_score_gemma":0.000014208645,"threshold_uncertainty_score":0.9996289},"labels":[],"label_agreement":null},{"id":"W2744223640","doi":"10.2147/ppa.s140002","title":"Antibiotic use for pneumonia among children under-five at a pediatric hospital in Dhaka city, Bangladesh","year":2017,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Global Affairs Canada; Department for International Development","keywords":"Medicine; Amikacin; Cefuroxime; Cefotaxime; Pneumonia; Cefepime; Ceftazidime; Ceftriaxone; Meropenem; Antibiotics; Pediatrics; Intensive care medicine; Internal medicine; Antibiotic resistance; Imipenem","score_opus":0.02986606754515203,"score_gpt":0.2419046065922868,"score_spread":0.21203853904713477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744223640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974385,0.0009364613,0.000044342993,0.00006187279,0.00036643143,0.00075517525,0.00011655432,0.000032795884,0.0002478801],"genre_scores_gemma":[0.9975194,0.000883251,0.00007425161,0.000038322654,0.000028305742,0.000017148093,0.00007126537,0.000015048692,0.0013530337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985416,0.000056739773,0.00030608516,0.00056463457,0.000055056884,0.00047590633],"domain_scores_gemma":[0.9989595,0.00012876002,0.00032500035,0.00047043207,0.00006594804,0.00005038697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089366265,0.00025021937,0.00032224355,0.00008234869,0.0005898968,0.00011075034,0.00038391113,0.00025393043,0.000060606093],"category_scores_gemma":[0.00013668524,0.0002104218,0.00007119923,0.000059655675,0.00037038236,0.00040775244,0.0003357472,0.00023013106,0.000062658284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000782565,0.0001773176,0.9943965,0.000042738837,0.000036655976,0.0000034636014,0.0005013472,0.0000016716746,0.0024107639,0.00021548512,0.0003186501,0.0018171475],"study_design_scores_gemma":[0.001170037,0.00061327877,0.9931865,0.00017132264,0.000048411282,0.0000052574546,0.00014190719,0.0000086462205,0.0040324335,0.0002488054,0.000058051024,0.0003153832],"about_ca_topic_score_codex":0.00066947244,"about_ca_topic_score_gemma":0.00081367395,"teacher_disagreement_score":0.0016216695,"about_ca_system_score_codex":0.000030415835,"about_ca_system_score_gemma":0.000046291138,"threshold_uncertainty_score":0.8580752},"labels":[],"label_agreement":null},{"id":"W2746316256","doi":"10.1093/ofid/ofx163.602","title":"Challenges of Antibiotic Stewardship on the Internal Medicine Ward","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University Medical Centre; Canadian Blood Services; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antibiotic Stewardship; Psychological intervention; Tazobactam; Piperacillin; Antibiotics; Defined daily dose; Meropenem; Audit; Piperacillin/tazobactam; Cephalosporin; Infection control; Intensive care medicine; Emergency medicine; Internal medicine; Antibiotic resistance; Medical prescription; Nursing","score_opus":0.031306786320685655,"score_gpt":0.29841232230447157,"score_spread":0.2671055359837859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746316256","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4807781,0.0092851,0.00001959106,0.016369691,0.0018127984,0.0006801595,0.000066067056,0.00005952251,0.49092898],"genre_scores_gemma":[0.9959222,0.0010040784,0.000001009851,0.00037211724,0.000041366013,0.000003808738,0.0000073023,0.000013834095,0.0026342599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913913,0.0001225133,0.00019972696,0.00024326403,0.000049215476,0.0002461568],"domain_scores_gemma":[0.9986377,0.00020219013,0.00028850383,0.00078771083,0.000056091525,0.00002784869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019089718,0.00015382715,0.00031717872,0.000042346397,0.0006609767,0.000046727873,0.0009835915,0.000093752424,0.00048490573],"category_scores_gemma":[0.000402031,0.00008506653,0.00009171147,0.00002427837,0.0007566909,0.00011612619,0.00036177688,0.00015329714,0.00024323812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010350522,0.0015214117,0.46671656,0.00025971804,0.0015470986,0.000043537144,0.0007211457,0.000003890807,0.009024906,0.39021754,0.080583975,0.048325185],"study_design_scores_gemma":[0.0035105357,0.0020142633,0.93529624,0.001849325,0.0002757103,0.000053736996,0.0022178744,0.0000020221867,0.023891289,0.010151639,0.02034056,0.0003968298],"about_ca_topic_score_codex":0.00059859944,"about_ca_topic_score_gemma":0.00039075688,"teacher_disagreement_score":0.5151441,"about_ca_system_score_codex":0.000016661412,"about_ca_system_score_gemma":0.000040543397,"threshold_uncertainty_score":0.5309378},"labels":[],"label_agreement":null},{"id":"W2747828621","doi":"10.1093/ofid/ofx163.557","title":"Structure of Antimicrobial Stewardship Programs in Leading U.S. Hospitals","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Sinai Health System; University of Toronto","funders":"U.S. Department of Health and Human Services","keywords":"Antimicrobial stewardship; Medicine; Prior authorization; Psychological intervention; Antibiotic resistance; Family medicine; Audit; Health care; Antimicrobial; Infectious disease (medical specialty); Antibiotics; Internal medicine; Disease; Nursing","score_opus":0.013652399932915829,"score_gpt":0.26858751018978266,"score_spread":0.2549351102568668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747828621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925327,0.0006150014,0.000007614203,0.0001661882,0.00057022786,0.0005314476,0.00011011298,0.000029781215,0.005436984],"genre_scores_gemma":[0.9988037,0.000054136075,0.000014908896,0.000071817696,0.00001544184,0.0000046230184,0.00006853187,0.000017012639,0.0009498394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904495,0.000059721067,0.00024303957,0.00027506697,0.000028580584,0.00034862873],"domain_scores_gemma":[0.99912745,0.00002441527,0.0002795759,0.0004960266,0.000046636032,0.000025900941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059043818,0.00015949344,0.00037832695,0.00006503641,0.0004263325,0.00014486093,0.0006758117,0.00016316409,0.0001827683],"category_scores_gemma":[0.00009939175,0.00013409433,0.00009467214,0.00005929172,0.00037316902,0.00032439645,0.00037046862,0.00014672051,0.000060251925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010046357,0.00028280207,0.9525848,0.00007163922,0.000103044404,0.000010161545,0.00009611449,0.000003238904,0.038715616,0.0015620732,0.0017565382,0.004713528],"study_design_scores_gemma":[0.003952882,0.00041062036,0.89536965,0.00071830925,0.00011483462,0.000035849007,0.00037839223,8.5421453e-7,0.0935393,0.0023691058,0.002600738,0.00050948776],"about_ca_topic_score_codex":0.00086234557,"about_ca_topic_score_gemma":0.0015993186,"teacher_disagreement_score":0.05721515,"about_ca_system_score_codex":0.000027887443,"about_ca_system_score_gemma":0.00008280223,"threshold_uncertainty_score":0.5468208},"labels":[],"label_agreement":null},{"id":"W2749467497","doi":"10.1093/ofid/ofx163.621","title":"The Development and Assessment of a Physician-Specific Antibiotic Usage and Spectrum Feedback Tool","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Defined daily dose; Cefazolin; Antibiotics; Internal medicine; Emergency medicine; Antibiotic resistance; Drug; Pharmacology","score_opus":0.012850045902421255,"score_gpt":0.2747091382768288,"score_spread":0.2618590923744075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749467497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694298,0.004278345,0.000059850885,0.0004849528,0.00032175,0.00045563647,0.000027810927,0.000019338731,0.024922512],"genre_scores_gemma":[0.9972833,0.001078025,0.000055268672,0.00007063407,0.000012618768,0.0000049496607,0.000009818615,0.00001129093,0.0014740981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991817,0.000054961965,0.00020567169,0.000253071,0.000036207646,0.00026840687],"domain_scores_gemma":[0.999218,0.000091873706,0.0002267887,0.000411711,0.00002626466,0.000025373149],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00013297587,0.00014609632,0.00024793073,0.000024013705,0.0017823727,0.0002794088,0.00033493663,0.000062331404,0.000027800086],"category_scores_gemma":[0.000023459952,0.00009790184,0.00003964865,0.000029239658,0.0005828502,0.00018841449,0.0004949059,0.000105253566,0.000023545355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000131807,0.0004676718,0.86735606,0.0000952924,0.0004915003,0.0000089985,0.00017009555,6.720489e-7,0.006662381,0.03579021,0.00346816,0.08535715],"study_design_scores_gemma":[0.0010895912,0.00012741651,0.9565744,0.00012493196,0.000044746594,0.000010793544,0.00029898385,0.0000023011874,0.006984942,0.0010551986,0.033507504,0.00017920845],"about_ca_topic_score_codex":0.00006829108,"about_ca_topic_score_gemma":0.0002751806,"teacher_disagreement_score":0.08921832,"about_ca_system_score_codex":0.000022284028,"about_ca_system_score_gemma":0.00009478077,"threshold_uncertainty_score":0.99951714},"labels":[],"label_agreement":null},{"id":"W2749598171","doi":"10.1093/ofid/ofz098","title":"Impact of an Unsolicited, Standardized Form–Based Antimicrobial Stewardship Intervention to Improve Guideline Adherence in the Management of<i>Staphylococcus aureus</i>Bacteremia","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Covenant Health","funders":"Sunovion; Pfizer","keywords":"Medicine; Antimicrobial stewardship; Guideline; Bacteremia; Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Antimicrobial; Intensive care medicine; Intervention (counseling); Antibiotics; Nursing; Microbiology; Antibiotic resistance; Bacteria","score_opus":0.007189082543054997,"score_gpt":0.2963127025192275,"score_spread":0.2891236199761725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749598171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99497527,0.0001590218,0.0004838632,0.000056267927,0.00025796215,0.0017925372,0.00079162087,0.000022966859,0.0014605167],"genre_scores_gemma":[0.9991768,0.000017457842,0.00009442178,0.0001946785,0.000008477068,0.000027502387,0.00028869562,0.000018239894,0.00017370938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983981,0.00022698159,0.0006046308,0.0003336181,0.00007625842,0.00036039614],"domain_scores_gemma":[0.9988441,0.000052779265,0.00032555833,0.0005939863,0.00014668584,0.0000368807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037516985,0.00022111894,0.00045573994,0.00015308619,0.000080370926,0.000048580798,0.0006734878,0.00011552934,0.00035368523],"category_scores_gemma":[0.00001949826,0.00014927368,0.00029401298,0.0003291592,0.00009065886,0.00023497352,0.00021655548,0.00013306196,0.000043335505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008542158,0.0050849807,0.6297801,0.0010176402,0.0015654698,0.000024263389,0.00061526423,0.00086161034,0.31951416,0.0011669252,0.009792096,0.022035355],"study_design_scores_gemma":[0.02917776,0.0119445305,0.8416679,0.0027401857,0.0006496099,0.000014002246,0.0025997479,0.00007547217,0.10629881,0.000917301,0.002789975,0.0011247066],"about_ca_topic_score_codex":0.0020834329,"about_ca_topic_score_gemma":0.00052323716,"teacher_disagreement_score":0.21321535,"about_ca_system_score_codex":0.00008429113,"about_ca_system_score_gemma":0.0001234361,"threshold_uncertainty_score":0.6087204},"labels":[],"label_agreement":null},{"id":"W2750131884","doi":"10.1097/ncq.0000000000000281","title":"Engaging Nurses in Optimizing Antimicrobial Use in ICUs","year":2017,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Antimicrobial stewardship; Context (archaeology); Antibiotic resistance; Nursing; Health care; Medicine; MEDLINE; Antimicrobial; Stewardship (theology); Antibiotics; Political science; Microbiology","score_opus":0.06192881359035058,"score_gpt":0.3800452155592651,"score_spread":0.31811640196891455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750131884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929003,0.0017756101,0.00006689352,0.00049538416,0.0040544006,0.00006338935,0.0000068800796,0.0000066084667,0.00063049863],"genre_scores_gemma":[0.9990244,0.00009622756,0.00054728973,0.00005377217,0.00009167159,1.1390182e-7,0.0000031387194,0.000009623164,0.00017376326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855673,0.00037784223,0.0005842028,0.00015102008,0.00004845508,0.00028175738],"domain_scores_gemma":[0.9988151,0.00014648464,0.0006199706,0.00027972212,0.000118075644,0.00002065096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006395645,0.00012221855,0.00041083095,0.00016953785,0.00026510208,0.00007856796,0.00031704022,0.00018270568,0.00001290399],"category_scores_gemma":[0.00041267433,0.000105777304,0.00012117312,0.000051733972,0.00028250605,0.00038604022,0.000025743555,0.00064571376,0.00000564967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015273584,0.00095339876,0.46575072,0.0001845348,0.00013903934,0.0004713872,0.03698919,0.00026585953,0.44387093,0.0006153965,0.003376984,0.045855187],"study_design_scores_gemma":[0.0054387213,0.00016372692,0.8728804,0.007006212,0.000075554126,0.00036378717,0.032824304,0.0000032881112,0.07837644,0.00015209317,0.002264152,0.00045131298],"about_ca_topic_score_codex":0.00032713593,"about_ca_topic_score_gemma":0.00026130592,"teacher_disagreement_score":0.40712968,"about_ca_system_score_codex":0.00020527527,"about_ca_system_score_gemma":0.00010299516,"threshold_uncertainty_score":0.43134734},"labels":[],"label_agreement":null},{"id":"W2750173367","doi":"10.1016/j.cmi.2017.07.032","title":"Utility of prior cultures in predicting antibiotic resistance of bloodstream infections due to Gram-negative pathogens: a multicentre observational cohort study","year":2017,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Antibiotics; Medicine; Intensive care unit; Gram; Antibiotic resistance; Bloodstream infection; Empiric therapy; Cohort; Internal medicine; Drug resistance; Microbiology; Biology; Bacteria","score_opus":0.035477650142769664,"score_gpt":0.3407678957392903,"score_spread":0.3052902455965206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750173367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99769104,0.00023414376,0.000064300955,0.000089040586,0.0006609336,0.00089079724,0.00009865363,0.000021843294,0.00024927917],"genre_scores_gemma":[0.99936295,0.00016793751,0.00014215997,0.000035157107,0.00003150057,0.0000065341505,0.00003597461,0.0000072642997,0.0002105042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978637,0.0005357423,0.0008830184,0.00047477044,0.000019253219,0.00022353476],"domain_scores_gemma":[0.9981324,0.00059698615,0.0006366424,0.00039282665,0.00021246003,0.000028661118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009032824,0.00017168121,0.00064009504,0.000090125905,0.00037907908,0.000009556614,0.00014755827,0.00042786624,0.000037276575],"category_scores_gemma":[0.002678952,0.00014300854,0.000115261384,0.00011839037,0.00085462024,0.000107263106,0.00013989187,0.00038325635,0.000009382197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029289947,0.0016473288,0.9461376,0.00006726187,0.0002485774,0.000002671102,0.00035272137,0.0000020313926,0.050496973,0.00007205678,0.000116245435,0.00056362106],"study_design_scores_gemma":[0.0018468013,0.00054524565,0.98299366,0.00021860817,0.00012384338,0.000013018098,0.00026921288,0.000004095163,0.013578358,0.00006186217,0.0002204469,0.00012483445],"about_ca_topic_score_codex":0.0007102337,"about_ca_topic_score_gemma":0.008422317,"teacher_disagreement_score":0.036918618,"about_ca_system_score_codex":0.000012987435,"about_ca_system_score_gemma":0.00006235408,"threshold_uncertainty_score":0.5831719},"labels":[],"label_agreement":null},{"id":"W2750664677","doi":"10.1093/ofid/ofx163.327","title":"Antibiotic Resistance Increases with Local Temperature","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antibiotic resistance; Antibiotics; Population; Klebsiella pneumoniae; Microbiology; Staphylococcus aureus; Drug resistance; Biology; Medicine; Escherichia coli; Bacteria; Environmental health; Genetics; Gene","score_opus":0.0055273368048571235,"score_gpt":0.24012752539996846,"score_spread":0.23460018859511134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750664677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9104968,0.0061012073,0.00012055869,0.0010971474,0.00060166296,0.000842444,0.00027789728,0.00020872416,0.08025359],"genre_scores_gemma":[0.9832539,0.0001462954,0.000021223921,0.00046198285,0.0000307164,0.000009958257,0.0000857766,0.000032129414,0.015958006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987473,0.00008729597,0.00018312171,0.0004639548,0.00005393678,0.00046442455],"domain_scores_gemma":[0.99861765,0.00005553865,0.00019219046,0.00096954254,0.00009443978,0.000070641225],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00007167775,0.0002619015,0.00037802354,0.000048610014,0.0021053362,0.00043542645,0.00087571127,0.00018088995,0.00034799334],"category_scores_gemma":[0.00010948447,0.00018641111,0.00008806968,0.000068961184,0.0008970615,0.0004995851,0.00037561744,0.0002130078,0.000400728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015652971,0.0013492319,0.893314,0.00016929425,0.00073500146,0.000243973,0.000052538606,0.000014658919,0.005696678,0.016340125,0.07790097,0.0026182157],"study_design_scores_gemma":[0.007724512,0.00084063254,0.89771515,0.0014827375,0.0005046278,0.000243369,0.00090943143,0.0000020660393,0.02554635,0.0017428221,0.061966795,0.001321512],"about_ca_topic_score_codex":0.001193471,"about_ca_topic_score_gemma":0.005948734,"teacher_disagreement_score":0.07275715,"about_ca_system_score_codex":0.00004311761,"about_ca_system_score_gemma":0.00017542388,"threshold_uncertainty_score":0.9991938},"labels":[],"label_agreement":null},{"id":"W2750993844","doi":"10.3399/bjgp17x692465","title":"The ethics of setting national antibiotic policies using financial incentives","year":2017,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research","keywords":"Incentive; Medicine; Antibiotic resistance; Medical prescription; Public health; Project commissioning; Antibiotics; Business; Finance; Family medicine; Nursing; Publishing; Economics; Political science","score_opus":0.03257723795823809,"score_gpt":0.34346908821469146,"score_spread":0.3108918502564534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750993844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97153103,0.01783902,0.00048042173,0.005300246,0.00167196,0.00007287303,0.000025647907,0.000004380257,0.003074396],"genre_scores_gemma":[0.99328744,0.0035472729,0.0018383363,0.00030365796,0.00029727237,4.4828642e-8,0.0000012997921,0.0000074080976,0.0007172589],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987725,0.0004158581,0.00040979843,0.00008379978,0.00013109036,0.00018696838],"domain_scores_gemma":[0.9968134,0.0006934161,0.0015006532,0.000115385854,0.0008617458,0.00001538822],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002086474,0.00007318555,0.00018140407,0.00003265314,0.0016886427,0.0001388688,0.00038307617,0.00016310843,0.000009145588],"category_scores_gemma":[0.010756809,0.00006128049,0.00009990757,0.000036587608,0.00057232025,0.0004976336,0.000092782706,0.0007531874,0.000004511835],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012940197,0.0007251208,0.00862313,0.0001781282,0.0013572699,0.00052767305,0.0022727752,0.0002947533,0.88115025,0.023102583,0.028747436,0.051726867],"study_design_scores_gemma":[0.0056468174,0.00067646854,0.4364538,0.0037871057,0.0007955981,0.03645858,0.0047847517,0.00012050926,0.23595479,0.00389572,0.27057087,0.00085497455],"about_ca_topic_score_codex":0.0005342614,"about_ca_topic_score_gemma":0.000089748035,"teacher_disagreement_score":0.6451955,"about_ca_system_score_codex":0.000029070685,"about_ca_system_score_gemma":0.00050409226,"threshold_uncertainty_score":0.999611},"labels":[],"label_agreement":null},{"id":"W2751373489","doi":"","title":"A LEAN Approach to Intravenous Antibiotic Distribution in a Tertiary Care Academic Hospital","year":2016,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Distribution (mathematics); Intensive care medicine; Mathematics; Chemistry","score_opus":0.005427225765518766,"score_gpt":0.20236738323691814,"score_spread":0.19694015747139937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751373489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98924726,0.0021738317,0.0031060937,0.00061192265,0.00014097933,0.0002355945,0.000060693466,0.000036747497,0.004386877],"genre_scores_gemma":[0.9976227,0.000316483,0.00015659741,0.000014641106,0.000010680363,6.9452504e-8,0.000036726968,0.000006040904,0.0018360543],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993032,0.000046008485,0.00008065507,0.0002508782,0.000032634714,0.00028658117],"domain_scores_gemma":[0.99965525,0.000022147753,0.00006673769,0.000184142,0.000037662383,0.000034063465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068487374,0.000106468,0.00019295354,0.000028185561,0.00008616964,0.0000014375208,0.00024732703,0.0002325957,0.000440072],"category_scores_gemma":[0.000016851409,0.000093489594,0.000060497125,0.00004802827,0.00017451406,0.00014227288,0.00009992161,0.00011531734,0.00009161353],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010325206,0.0010823109,0.19166504,0.00042327613,0.0003859599,0.00007404897,0.10201396,0.000008407342,0.46347594,0.005665555,0.0066772583,0.22749573],"study_design_scores_gemma":[0.0012951917,0.00021922802,0.9667743,0.00023489677,0.000035968897,0.0000064668884,0.025427628,0.0000016658147,0.0047130072,0.000007123385,0.001073439,0.00021109557],"about_ca_topic_score_codex":0.013022703,"about_ca_topic_score_gemma":0.0044480474,"teacher_disagreement_score":0.77510923,"about_ca_system_score_codex":0.0002795694,"about_ca_system_score_gemma":0.000045956593,"threshold_uncertainty_score":0.99354964},"labels":[],"label_agreement":null},{"id":"W2751444855","doi":"10.14740/cii.v2i2-3.33","title":"Pattern of Antibiotic Usage in Rural and Sub-Urban Settings in Bangladesh: Experience From a Primary Health Care Facility","year":2017,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Family medicine; Antibiotics; Constipation; Observational study; Diarrhea; Health care; Pediatrics; Surgery; Nursing; Internal medicine","score_opus":0.026312605912325523,"score_gpt":0.32830940146493615,"score_spread":0.3019967955526106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751444855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99645597,0.002690946,0.000025124378,0.00014134891,0.0003096912,0.00015614441,0.000050195395,0.000012522392,0.00015808198],"genre_scores_gemma":[0.9976824,0.0019534125,0.0000082559545,0.00025524595,0.00001099128,9.564391e-7,0.000060169587,0.0000034673158,0.000025104217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986191,0.0004517569,0.0005065217,0.00021761867,0.000021741123,0.0001832626],"domain_scores_gemma":[0.99914086,0.00019738493,0.00026056412,0.0003441824,0.000027673701,0.00002933715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005191674,0.000111645335,0.00041467338,0.000047862817,0.00025661636,0.000020405569,0.00010987277,0.00023172525,0.000023843008],"category_scores_gemma":[0.00023271577,0.0000980284,0.00005149004,0.000041568517,0.0007999102,0.00013406604,0.00016239776,0.00050760823,0.0000062989684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089964604,0.00016012597,0.95403284,0.00008896845,0.000013518382,0.0000011301962,0.0024186997,3.9638625e-8,0.0046976283,0.0000031685247,0.000053368014,0.038440533],"study_design_scores_gemma":[0.0012328301,0.00018283763,0.9941104,0.00022727773,0.000005201554,0.0000026550904,0.0010986818,0.0000017852221,0.002547131,0.000012127111,0.00048299687,0.00009606069],"about_ca_topic_score_codex":0.0141605595,"about_ca_topic_score_gemma":0.0031120412,"teacher_disagreement_score":0.04007756,"about_ca_system_score_codex":0.00003103349,"about_ca_system_score_gemma":0.000046632467,"threshold_uncertainty_score":0.9924042},"labels":[],"label_agreement":null},{"id":"W2751596844","doi":"10.3138/jammi.1.2.02","title":"Measurement of antimicrobial resistance in the respiratory microbiota and antimicrobial use in nine intensive care units, using different definitions and indicators","year":2017,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Montreal Children's Hospital; McGill University; Institut National de Santé Publique du Québec","funders":"","keywords":"Antimicrobial; Medicine; Antibiotic resistance; Intensive care medicine; Microbiology; Antibiotics; Biology","score_opus":0.019909707694375774,"score_gpt":0.2306072995280021,"score_spread":0.21069759183362632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751596844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921228,0.0050780615,0.0000031577347,0.00200739,0.0004632451,0.00015617674,0.00015674326,0.0000012174331,0.000011176499],"genre_scores_gemma":[0.9981028,0.0009628484,0.0000035492958,0.0008864574,0.00002237729,5.683674e-7,0.000005600101,0.0000059223826,0.000009889165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838006,0.0005802903,0.0005834431,0.00014979755,0.0001053571,0.00020107348],"domain_scores_gemma":[0.99792963,0.00024185523,0.0011320694,0.00018892027,0.00046002734,0.00004749448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007885377,0.0001419108,0.00042386536,0.00014031256,0.00029693445,0.000019008246,0.00029127338,0.00025303644,0.0000059000863],"category_scores_gemma":[0.0026809762,0.00009020447,0.0000569637,0.00011361224,0.0006223874,0.00007320755,0.00013509556,0.0005176715,5.3405113e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024935513,0.00008592891,0.8741789,0.00020411158,0.00021700299,0.000022789656,0.000629702,0.0000026374742,0.11968002,0.00018441427,0.004469473,0.0000756994],"study_design_scores_gemma":[0.0031884583,0.00006105038,0.98363954,0.0015840201,0.00020440352,0.000072667885,0.00080923596,4.7987373e-7,0.008681192,0.00002282702,0.0015949984,0.00014115768],"about_ca_topic_score_codex":0.010953265,"about_ca_topic_score_gemma":0.28743824,"teacher_disagreement_score":0.276485,"about_ca_system_score_codex":0.00022913865,"about_ca_system_score_gemma":0.0009438966,"threshold_uncertainty_score":0.9956329},"labels":[],"label_agreement":null},{"id":"W2751808745","doi":"10.1093/ofid/ofx163.1257","title":"Impact of an Antimicrobial Stewardship Bloodstream Surveillance Program (BSP) in Hospitalized Patients","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton; Moncton Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Empiric therapy; Internal medicine; Bacteremia; Pharmacist; Blood culture; Pediatrics; Intensive care medicine; Emergency medicine; Antibiotics; Pharmacy; Antibiotic resistance","score_opus":0.007770805496393327,"score_gpt":0.3011978047150803,"score_spread":0.293426999218687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751808745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99446195,0.000161559,0.0000012167962,0.000027411292,0.0003428059,0.00096767466,0.00039866456,0.000055590313,0.003583116],"genre_scores_gemma":[0.9993198,0.000056193006,0.0000159732,0.000023215982,0.000011913371,0.000022190146,0.00030542194,0.000022976094,0.00022229529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987044,0.0001496526,0.00030839923,0.0003569546,0.000040196315,0.0004404116],"domain_scores_gemma":[0.9987234,0.00002997715,0.0003805196,0.0007079333,0.00010499449,0.000053209187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010089675,0.00022063508,0.00047204553,0.000075522934,0.00039194847,0.00015489271,0.00073145697,0.0001642894,0.00015443454],"category_scores_gemma":[0.00015746875,0.00017684148,0.00018268642,0.00007702009,0.00035713226,0.00045001175,0.00030417304,0.00012371175,0.000044629996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041724212,0.0041534686,0.98607767,0.00002906579,0.00018708815,0.0000072221833,0.000036799524,0.000004945452,0.0007123985,0.000047529495,0.00097644195,0.0073501295],"study_design_scores_gemma":[0.0047760285,0.0014651618,0.9918987,0.00009465671,0.000033611774,0.0000043094865,0.000017224822,0.0000018893857,0.0011909187,0.00012018005,0.00016157761,0.00023571448],"about_ca_topic_score_codex":0.004485216,"about_ca_topic_score_gemma":0.0017880129,"teacher_disagreement_score":0.007114415,"about_ca_system_score_codex":0.00005039038,"about_ca_system_score_gemma":0.00014113291,"threshold_uncertainty_score":0.7211386},"labels":[],"label_agreement":null},{"id":"W2752497977","doi":"10.1093/ofid/ofx163.624","title":"Nurse Prompting for Prescriber-Led Review of Antimicrobial Use in the Critical Care Unit: A Quality Improvement Intervention with Controlled Interrupted Time Series Analysis.","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Intervention (counseling); Antimicrobial; PDCA; Quality management; Audit; Descriptive statistics; Intensive care unit; Interrupted Time Series Analysis; Emergency medicine; Family medicine; Nursing; Intensive care medicine; Antibiotics; Antibiotic resistance; Service (business)","score_opus":0.020498516974077,"score_gpt":0.34695634120255414,"score_spread":0.32645782422847713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752497977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842661,0.005461788,0.00054395286,0.0014740389,0.00024696026,0.0057718703,0.00073274167,0.00004178579,0.001460786],"genre_scores_gemma":[0.99850523,0.00012275093,0.000035166526,0.00029153036,0.000007969544,0.00018229595,0.00030994613,0.000011443713,0.00053366716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984547,0.0003981736,0.0005349902,0.00029558476,0.000046844543,0.0002697458],"domain_scores_gemma":[0.99838847,0.00024115552,0.00048109228,0.00057900045,0.00029040227,0.00001989896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043496705,0.0001810076,0.000763786,0.00007340524,0.00047539684,0.000184425,0.00050864706,0.00007803846,0.00012184218],"category_scores_gemma":[0.0009608048,0.00011068614,0.0003387397,0.00010900162,0.0003693352,0.000426128,0.0001512699,0.000114425166,0.000006399429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018209428,0.0047276774,0.92486364,0.014089067,0.0067600487,0.000021250276,0.0014587216,0.000012866901,0.014006352,0.0062206644,0.0035987343,0.006031542],"study_design_scores_gemma":[0.07849729,0.007742304,0.8144906,0.038654752,0.02175107,0.000058939062,0.012279692,0.00006204643,0.018759007,0.0005790399,0.0051123872,0.0020128256],"about_ca_topic_score_codex":0.0010476406,"about_ca_topic_score_gemma":0.0035203742,"teacher_disagreement_score":0.110373005,"about_ca_system_score_codex":0.000028871102,"about_ca_system_score_gemma":0.00006911515,"threshold_uncertainty_score":0.45136496},"labels":[],"label_agreement":null},{"id":"W2752716797","doi":"10.3138/jammi.1.2.04","title":"Antimicrobial cost savings associated with shorter duration treatment for bloodstream infections","year":2017,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Duration (music); Antimicrobial; Medicine; Bloodstream infection; Intensive care medicine; Biology; Microbiology","score_opus":0.005592516712081891,"score_gpt":0.22434811601835605,"score_spread":0.21875559930627417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752716797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919767,0.0002874579,0.00007742256,0.0058624595,0.0012537092,0.0002483359,0.00022247109,0.0000052423065,0.000066233006],"genre_scores_gemma":[0.9986418,0.0002035096,0.0000031577529,0.0003726306,0.000074234405,0.0000037169793,0.000034298988,0.000007293795,0.0006593576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990568,0.00016513812,0.0003939753,0.00011733666,0.00006922208,0.00019750597],"domain_scores_gemma":[0.99777627,0.00032996206,0.0013727804,0.00015592294,0.00029971215,0.00006533981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042736653,0.0001255232,0.00033021552,0.000039596987,0.0006367109,0.000020452946,0.0002107805,0.00025524892,0.00004171081],"category_scores_gemma":[0.0017216656,0.00007492368,0.00012992248,0.000038274175,0.00025313368,0.000075363794,0.0000372149,0.00021245133,4.2831041e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030227384,0.00066031615,0.9430209,0.000040290237,0.0021444652,0.000011562439,0.00008430211,0.000011869809,0.021770334,0.00023691595,0.030317936,0.0013988585],"study_design_scores_gemma":[0.014617387,0.0012129517,0.8920476,0.00090055034,0.0019429384,0.00034166584,0.00011541424,0.000013363797,0.023980761,0.00012678208,0.0642981,0.00040250312],"about_ca_topic_score_codex":0.01083107,"about_ca_topic_score_gemma":0.2503813,"teacher_disagreement_score":0.23955022,"about_ca_system_score_codex":0.00036717462,"about_ca_system_score_gemma":0.0013151695,"threshold_uncertainty_score":0.9957559},"labels":[],"label_agreement":null},{"id":"W2753130757","doi":"10.1093/ofid/ofx162.052","title":"The Ontario Program To Improve AntiMIcrobial USE (OPTIMISE): A Descriptive Analysis of Dispensed Antibiotics","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Antibiotics; Population; Medical prescription; Antimicrobial stewardship; Norfloxacin; Antibiotic resistance; Nitrofurantoin; Ciprofloxacin; Pediatrics; Environmental health; Microbiology; Pharmacology","score_opus":0.016108507960432,"score_gpt":0.2804309115181454,"score_spread":0.2643224035577134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753130757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99318564,0.000120812554,0.00016886432,0.00043773072,0.0008044968,0.0015629638,0.00035552873,0.000058563757,0.003305387],"genre_scores_gemma":[0.9896327,0.0000585043,0.00010669178,0.00015020573,0.000009988952,0.00000929741,0.00008856152,0.000020401134,0.009923614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854684,0.000092518465,0.0003548788,0.00043423582,0.00005386322,0.00051765796],"domain_scores_gemma":[0.9980615,0.00012447004,0.00042326437,0.0011266822,0.00018940223,0.0000747315],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00012883794,0.00024314696,0.0005483273,0.00011718598,0.0018311421,0.00069131225,0.0010149231,0.00014544836,0.00012264132],"category_scores_gemma":[0.00026991422,0.00016744924,0.00034398242,0.00020882301,0.0006209127,0.0003693677,0.0007352914,0.00017538828,0.00007172725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079142716,0.0013783735,0.9561518,0.000021454958,0.0057541565,0.000013016736,0.00055139937,0.00006164758,0.016154243,0.0015113457,0.009759156,0.007851993],"study_design_scores_gemma":[0.0019337982,0.00080395,0.94830865,0.00011227161,0.0033453624,0.000006583584,0.0003460872,0.000029693147,0.019729035,0.00009906227,0.02480001,0.00048551365],"about_ca_topic_score_codex":0.03919628,"about_ca_topic_score_gemma":0.18985412,"teacher_disagreement_score":0.15065785,"about_ca_system_score_codex":0.000104161874,"about_ca_system_score_gemma":0.00021476265,"threshold_uncertainty_score":0.9994683},"labels":[],"label_agreement":null},{"id":"W2753803281","doi":"10.1093/ofid/ofx163.570","title":"A Longitudinal Four-year Pre-Post Intervention Study Evaluating the Use of an Antimicrobial Stewardship Application","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Antimicrobial stewardship; Medicine; Intervention (counseling); Antimicrobial; Clinical decision support system; Respiratory tract infections; Stewardship (theology); Emergency medicine; Health care; Antibiotics; Intensive care medicine; Internal medicine; Antibiotic resistance; Respiratory system; Nursing","score_opus":0.054872171450731595,"score_gpt":0.35126794534849787,"score_spread":0.2963957738977663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753803281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99736065,0.000067598965,0.00031300395,0.00012055154,0.00030452502,0.0014563439,0.00010164436,0.000033768283,0.00024192006],"genre_scores_gemma":[0.99915653,0.000007775849,0.000029248804,0.000049648206,0.000025885189,0.00004969103,0.000084635634,0.000016804544,0.0005797497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987734,0.00033100345,0.00029265246,0.0003244866,0.0000565968,0.000221875],"domain_scores_gemma":[0.9983689,0.00008335621,0.00047852317,0.00087413983,0.00017092768,0.00002412239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033000243,0.00014576426,0.00023946671,0.0000415753,0.0012166536,0.00030324742,0.0006996523,0.000080012964,0.00010328493],"category_scores_gemma":[0.00029194675,0.00010319266,0.00012057866,0.000048559985,0.00026267496,0.0006347228,0.00047194696,0.0001299085,0.000057737434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009845291,0.0024446347,0.9652459,0.00004841802,0.0003640955,0.0000030265273,0.00024937952,0.000054066088,0.014384032,0.00040338622,0.00059870776,0.015219797],"study_design_scores_gemma":[0.002484754,0.0022671456,0.99158275,0.00011779997,0.0003196829,0.000018077248,0.00053218787,0.0000661814,0.0020537905,0.00016013207,0.00022479636,0.00017272751],"about_ca_topic_score_codex":0.0037884065,"about_ca_topic_score_gemma":0.0031708668,"teacher_disagreement_score":0.026336797,"about_ca_system_score_codex":0.000026119014,"about_ca_system_score_gemma":0.00006078351,"threshold_uncertainty_score":0.9357639},"labels":[],"label_agreement":null},{"id":"W2754196623","doi":"10.1503/cmaj.171008","title":"The quadruple burden of sepsis","year":2017,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Putrefaction; Sepsis; Medicine; Key (lock); Data science; Computer science; Surgery; History; Computer security; Archaeology","score_opus":0.024301071938176592,"score_gpt":0.30501827740931176,"score_spread":0.28071720547113516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754196623","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000489438,0.99134195,0.0000028113293,0.0025311925,0.0023320701,0.000101923346,0.000060495004,0.0000043169293,0.0036203566],"genre_scores_gemma":[0.000049360482,0.982126,0.0000028388388,0.00013247773,0.00063613505,0.0000018366406,0.000022975793,0.000014607574,0.017013788],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811155,0.00044701959,0.0006679857,0.00012459214,0.00020518714,0.0004436966],"domain_scores_gemma":[0.9975694,0.0005481216,0.0012124921,0.0002482307,0.00020807589,0.00021370556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018339299,0.00016081694,0.00082960527,0.0000994245,0.0010113614,0.00006027593,0.000853255,0.0012751094,0.0017804517],"category_scores_gemma":[0.0023246973,0.00009374577,0.00043296767,0.00007040455,0.00018480625,0.000031622807,0.000029040253,0.0015304815,0.0006886427],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[9.1162013e-7,0.000003842931,0.000021664702,0.00020899989,0.0006018206,0.000035400884,0.000045678593,1.5138134e-8,1.2347598e-7,0.00014853489,0.15910976,0.83982325],"study_design_scores_gemma":[0.00014462066,0.000013289548,0.000016185011,0.0031382141,0.00021513914,0.00020118227,0.0000916523,1.6427548e-7,4.1324728e-7,0.000024424231,0.99605453,0.000100194426],"about_ca_topic_score_codex":0.003242749,"about_ca_topic_score_gemma":0.016459605,"teacher_disagreement_score":0.83972305,"about_ca_system_score_codex":0.0003891771,"about_ca_system_score_gemma":0.0060832454,"threshold_uncertainty_score":0.99955136},"labels":[],"label_agreement":null},{"id":"W2755361290","doi":"10.1093/ofid/ofx163.913","title":"In Vitro Activity of Ceftolozane-Tazobactam vs. Antimicrobial Non-Susceptible Pseudomonas aeruginosa Clinical Isolates Obtained from Across Canada as Part of the CANWARD Study, 2008–2016","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Shared Health","funders":"Merck Canada; Astellas Pharma; Zoetis; Sunovion","keywords":"Pseudomonas aeruginosa; Medicine; Antimicrobial; Broth microdilution; Meropenem; Microbiology; Tazobactam; Piperacillin; Antimicrobial stewardship; Antibiotics; Internal medicine; Antibiotic resistance; Biology; Bacteria; Minimum inhibitory concentration","score_opus":0.010701882696385834,"score_gpt":0.2959200559049804,"score_spread":0.28521817320859455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755361290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405247,0.00019261996,0.0000026203159,0.0006794447,0.0018707076,0.00095662504,0.0012264422,0.000013327563,0.0010057186],"genre_scores_gemma":[0.9984768,0.00012462576,0.0000036393492,0.0002684242,0.000044745495,0.000012314672,0.000035521258,0.000022707203,0.0010112221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978871,0.0003469793,0.0006218133,0.0005058037,0.000079058045,0.0005592585],"domain_scores_gemma":[0.99760944,0.00025547566,0.0008303212,0.0011195904,0.00012062268,0.000064566346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025475147,0.000289108,0.0008877854,0.000025964939,0.0007813155,0.00007373417,0.0012549807,0.00023196668,0.00024044202],"category_scores_gemma":[0.0003321686,0.00020985583,0.00023061075,0.00010363895,0.0007504526,0.00029836752,0.0010135383,0.00034102847,0.000029132065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018848308,0.001832921,0.9041986,0.00003183046,0.00047882472,0.000024077299,0.00015883513,0.000005643099,0.070027515,0.000008590658,0.020567514,0.00078081456],"study_design_scores_gemma":[0.0053994223,0.00047523234,0.7458284,0.00021558854,0.00017875142,0.000010425903,0.0005836375,0.0000030936342,0.24338485,0.00007110249,0.003508035,0.00034146197],"about_ca_topic_score_codex":0.7897489,"about_ca_topic_score_gemma":0.7487127,"teacher_disagreement_score":0.17335734,"about_ca_system_score_codex":0.00008472839,"about_ca_system_score_gemma":0.0011667026,"threshold_uncertainty_score":0.85576725},"labels":[],"label_agreement":null},{"id":"W2757516511","doi":"10.1007/s40744-017-0080-4","title":"Chronic Disease and Self-Injection: Ethnographic Investigations into the Patient Experience During Treatment","year":2017,"lang":"en","type":"article","venue":"Rheumatology and Therapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"UCB Pharma","keywords":"Medicine; Context (archaeology); Empowerment; Health care; Patient experience; Nursing","score_opus":0.011672039111155144,"score_gpt":0.25060873445333554,"score_spread":0.2389366953421804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757516511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94052744,0.057616904,0.000008006831,0.001330228,0.0002555428,0.00016661754,0.0000019433737,0.000040749932,0.000052555253],"genre_scores_gemma":[0.9636744,0.03605438,0.000017969991,0.000048620943,0.000009111424,0.000032589218,0.000003536465,0.0000059126323,0.00015344976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993896,0.00008522048,0.00012330324,0.00022009319,0.00001491925,0.00016688813],"domain_scores_gemma":[0.9994668,0.00004823195,0.000100245554,0.00033725216,0.000014892512,0.000032571883],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00003848775,0.00012319424,0.0001468651,0.000031946398,0.0021948903,0.000030451569,0.00010814133,0.00010430473,0.00003060548],"category_scores_gemma":[0.0000143267725,0.00007428172,0.00003464931,0.00002681514,0.001067123,0.00007893922,0.00004047258,0.00009566973,0.000010493411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031461765,0.0002744501,0.8954242,0.00007362936,0.00083929405,0.000021408634,0.042365495,0.000003178513,0.0147987725,0.009442013,0.000072470604,0.03637051],"study_design_scores_gemma":[0.0044423747,0.0009165541,0.9234342,0.00018557366,0.00008270826,0.00043644835,0.0021754291,0.000022320533,0.027147489,0.0034324464,0.037262406,0.00046207377],"about_ca_topic_score_codex":0.00027412866,"about_ca_topic_score_gemma":0.00013343192,"teacher_disagreement_score":0.040190063,"about_ca_system_score_codex":0.000013570496,"about_ca_system_score_gemma":0.00004113906,"threshold_uncertainty_score":0.99910414},"labels":[],"label_agreement":null},{"id":"W2758317083","doi":"10.1093/jac/dkx341","title":"Use of a structured panel process to define antimicrobial prescribing appropriateness in critical care","year":2017,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Intensive care medicine; Medicine; Antimicrobial stewardship; Antimicrobial; Antibiotics; Antibiotic resistance; Microbiology; Biology","score_opus":0.052608864919550316,"score_gpt":0.3143059946572098,"score_spread":0.2616971297376595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758317083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963943,0.00031732864,0.00042028562,0.001583656,0.00094024016,0.000243658,0.00005295265,0.000010330958,0.000037292113],"genre_scores_gemma":[0.9970446,0.0001545157,0.0020817106,0.000495958,0.000104839906,5.346098e-7,0.0000069024973,0.000036808433,0.00007409165],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99831665,0.00009547105,0.00079292606,0.00028483622,0.000084201645,0.00042593564],"domain_scores_gemma":[0.99826306,0.00007480078,0.00065889093,0.00043368287,0.00051798817,0.000051593364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022555175,0.0002632477,0.00076766073,0.00023895269,0.0002336371,0.00009701434,0.0007019224,0.00033805554,0.000049844406],"category_scores_gemma":[0.00030749137,0.00021304197,0.00021450696,0.0001187304,0.00033494318,0.00037124872,0.000077292156,0.00044887408,0.000007242613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002081065,0.00025331174,0.011399794,0.0003218051,0.00011845167,0.000046876088,0.002291481,0.0001016372,0.98046035,0.000048512964,0.0011048284,0.0017718729],"study_design_scores_gemma":[0.0029865066,0.00023176508,0.02040944,0.00085357256,0.000054628556,0.00024570443,0.00030631459,0.0000023392402,0.9734549,0.000029892337,0.0011495476,0.00027541432],"about_ca_topic_score_codex":0.00013869308,"about_ca_topic_score_gemma":0.000104866944,"teacher_disagreement_score":0.009009646,"about_ca_system_score_codex":0.000046998004,"about_ca_system_score_gemma":0.00021618004,"threshold_uncertainty_score":0.86875993},"labels":[],"label_agreement":null},{"id":"W2761409300","doi":"10.1503/cmaj.1095501","title":"Action awaits on antimicrobial misuse","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Action (physics); Government (linguistics); Antimicrobial; Antimicrobial drug; Medicine; Public administration; Political science; Microbiology; Biology; Sociology","score_opus":0.012636306938311496,"score_gpt":0.2583108295551969,"score_spread":0.2456745226168854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761409300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92898047,0.00018178739,0.000036434736,0.047247328,0.00696471,0.000079915124,0.000033775967,0.000022790358,0.016452786],"genre_scores_gemma":[0.9854423,0.0002454763,0.000010104106,0.0046495665,0.00075019896,3.796405e-7,0.000009326236,0.000009065357,0.008883583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990171,0.000114229144,0.00020774936,0.00012548004,0.00014470422,0.00039072987],"domain_scores_gemma":[0.99911356,0.00006106999,0.00028386776,0.00016027267,0.00013477186,0.00024648375],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006112728,0.00009063131,0.00015048908,0.00008462222,0.0014538486,0.00011229221,0.00033870165,0.00056165946,0.0032456499],"category_scores_gemma":[0.0011925679,0.00007698926,0.00008170028,0.000026814583,0.00008582476,0.0001077155,0.000013589311,0.0008739424,0.0019867055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004417875,0.000063316365,0.035025984,0.000008633353,0.00025727405,0.00030516443,0.00013380204,9.243403e-7,0.0050042914,0.0006180514,0.9236173,0.034921058],"study_design_scores_gemma":[0.0014493105,0.000058502974,0.107351944,0.00015267717,0.000024185689,0.00034186797,0.00010914368,0.0000033127585,0.0041310727,0.000053185293,0.886161,0.00016375683],"about_ca_topic_score_codex":0.0018664424,"about_ca_topic_score_gemma":0.024662524,"teacher_disagreement_score":0.07232596,"about_ca_system_score_codex":0.00033573146,"about_ca_system_score_gemma":0.0009814505,"threshold_uncertainty_score":0.9998461},"labels":[],"label_agreement":null},{"id":"W2762340617","doi":"10.1177/1715163517735549","title":"Is it time to stop counselling patients to “finish the course of antibiotics”?","year":2017,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; St Joseph's Health Centre; University Health Network","funders":"","keywords":"Course (navigation); Medicine; Antibiotics; Medical physics; Engineering; Microbiology; Biology","score_opus":0.02717660402870923,"score_gpt":0.2771240442170045,"score_spread":0.24994744018829526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762340617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909879,0.0007328933,0.000089252295,0.0015874974,0.0027845083,0.0004362296,0.0015687046,0.000008941193,0.0018040712],"genre_scores_gemma":[0.9839877,0.001028714,0.00004476852,0.006791237,0.0002055952,5.909075e-7,0.000021914559,0.000035044573,0.007884465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979796,0.00011849754,0.00052074913,0.00033947258,0.00014750386,0.0008942114],"domain_scores_gemma":[0.99760574,0.00009298322,0.00038501574,0.00054668897,0.00066878105,0.0007007852],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000499588,0.00029877943,0.0004072279,0.00014496557,0.002135306,0.0001510253,0.0014287775,0.00009658109,0.0022513042],"category_scores_gemma":[0.0001150136,0.00024248892,0.00013859959,0.000188763,0.00036873625,0.00015569357,0.000061157785,0.00050935504,0.0004438581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003083974,0.00015169739,0.008101585,0.00013842239,0.00081371894,0.0035752882,0.005916116,0.00028760324,0.040668473,0.000034224482,0.9030895,0.03691496],"study_design_scores_gemma":[0.0023864766,0.00015968007,0.000989835,0.00015356785,0.00027909756,0.01778939,0.000058077305,0.000099649485,0.07884056,0.000019028104,0.8984483,0.00077632733],"about_ca_topic_score_codex":0.011523782,"about_ca_topic_score_gemma":0.03323427,"teacher_disagreement_score":0.03817209,"about_ca_system_score_codex":0.00039513165,"about_ca_system_score_gemma":0.001661883,"threshold_uncertainty_score":0.9991638},"labels":[],"label_agreement":null},{"id":"W2762900611","doi":"10.5116/ijme.59ba.2d47","title":"A review of antimicrobial stewardship training in medical education","year":2017,"lang":"en","type":"review","venue":"International Journal of Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Psychological intervention; Context (archaeology); Intervention (counseling); Graduation (instrument); Medical education; Medicine; Stewardship (theology); MEDLINE; Curriculum; Family medicine; Nursing; Psychology; Antibiotic resistance; Political science; Pedagogy","score_opus":0.06434973487390988,"score_gpt":0.44669305718474844,"score_spread":0.38234332231083856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762900611","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060256723,0.9812303,0.00003109769,0.0054051843,0.012227906,0.00021449312,0.000011441112,0.000004025463,0.0008152754],"genre_scores_gemma":[0.00039920854,0.9962398,0.00007084957,0.0016464525,0.0009933444,0.0000068961544,0.00019124697,0.00001957166,0.00043266118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965923,0.00045297763,0.0019315227,0.0002120544,0.00062568433,0.00018548446],"domain_scores_gemma":[0.99615335,0.00022920832,0.0026038063,0.00024748215,0.00065258757,0.0001135382],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002654913,0.0002315426,0.0014515454,0.00050733174,0.000038977116,0.000020507749,0.0019437502,0.00081716594,0.0020383885],"category_scores_gemma":[0.008794527,0.00017253502,0.0005022236,0.00012100746,0.0002831802,0.00013350719,0.00010560606,0.0012355177,0.00004938681],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019162497,0.00063878996,0.000012387372,0.01574913,0.00030064143,0.000019607069,0.00017135552,1.0866852e-8,0.0000017324713,0.00057628466,0.036165807,0.9463451],"study_design_scores_gemma":[0.00026531157,0.000022551238,0.000011879202,0.36395064,0.00016085854,0.0013365803,0.000065735614,1.3617874e-7,0.0000032219145,0.000053871616,0.63403785,0.00009139057],"about_ca_topic_score_codex":0.0000868024,"about_ca_topic_score_gemma":0.000036117486,"teacher_disagreement_score":0.9462537,"about_ca_system_score_codex":0.00019833108,"about_ca_system_score_gemma":0.039503373,"threshold_uncertainty_score":0.9995548},"labels":[],"label_agreement":null},{"id":"W2763310727","doi":"","title":"Appropriate Use of Vancomycin in an Educational Tertiary Care Hospital in Tehran, Iran","year":2007,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Medical journal; Tertiary care; Vancomycin; Family medicine; Traditional medicine; Staphylococcus aureus","score_opus":0.12020109058845925,"score_gpt":0.4909555097481465,"score_spread":0.37075441915968727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763310727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97764003,0.020561587,0.00006596696,0.00008310963,0.00077477604,0.00039066264,0.00003722826,0.000009256575,0.00043736654],"genre_scores_gemma":[0.9976926,0.0015891821,0.00020992925,0.00009576162,0.000051458654,0.0000053082167,0.00005483487,0.000025781364,0.00027512992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794555,0.00025538943,0.00092944724,0.00036088948,0.000116872165,0.000391875],"domain_scores_gemma":[0.99866194,0.00027021777,0.00046580832,0.0003635469,0.00017893562,0.00005955515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070752285,0.00022763852,0.0005851334,0.0007923019,0.000092616065,0.000098024815,0.0011834621,0.0002383035,0.0018640532],"category_scores_gemma":[0.000141831,0.00020049702,0.0001102966,0.00055192003,0.00023611424,0.0012960073,0.00026480862,0.00047320515,0.000013384889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023430226,0.00064223196,0.8032276,0.00008197727,0.00006230717,0.000021447811,0.0012392697,0.00003554672,0.18838076,0.00006025333,0.0009594764,0.005054819],"study_design_scores_gemma":[0.00088814436,0.000016463338,0.9372049,0.00049253943,0.00002127683,0.0000070688047,0.0007449074,0.0000015735558,0.059161935,0.0004595803,0.00076421176,0.00023738827],"about_ca_topic_score_codex":0.0022518898,"about_ca_topic_score_gemma":0.0023544093,"teacher_disagreement_score":0.1339773,"about_ca_system_score_codex":0.00008654076,"about_ca_system_score_gemma":0.00016318147,"threshold_uncertainty_score":0.99904835},"labels":[],"label_agreement":null},{"id":"W2765270961","doi":"10.1016/s2214-109x(17)30383-2","title":"Effect of a training and educational intervention for physicians and caregivers on antibiotic prescribing for upper respiratory tract infections in children at primary care facilities in rural China: a cluster-randomised controlled trial","year":2017,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":177,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Guangxi University; Centers for Disease Control and Prevention; Guangxi Medical University; Medical Research Council; Department for International Development","keywords":"Medicine; Medical prescription; Respiratory tract infections; Family medicine; Intervention (counseling); Cluster randomised controlled trial; Antimicrobial stewardship; Randomized controlled trial; Pediatrics; Emergency medicine; Antibiotic resistance; Antibiotics; Nursing; Internal medicine","score_opus":0.014285418683988964,"score_gpt":0.3119685060513889,"score_spread":0.29768308736739996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765270961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99168485,0.003085498,0.00001400873,0.0005708186,0.0002631905,0.0039119907,0.00032508612,0.0000071462127,0.000137383],"genre_scores_gemma":[0.9995595,0.00009943403,0.0000077897685,0.00007336127,0.00007197247,0.000067476576,0.00006478256,0.0000046530304,0.00005098213],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99902475,0.00032057433,0.00024664548,0.00015639038,0.00002375361,0.0002278746],"domain_scores_gemma":[0.99918115,0.00041105025,0.00023696807,0.00014279547,0.00001663572,0.000011406687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062600954,0.0001105005,0.00056204456,0.000037478665,0.00035648746,0.00001358732,0.00009002151,0.00007808155,0.0000010443675],"category_scores_gemma":[0.00016891872,0.000076259144,0.00010542863,0.000020980424,0.00019269407,0.000056111065,0.000026142654,0.000098747696,2.43468e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.67268723,0.000667426,0.2552954,0.002021928,0.00040211855,2.7507124e-7,0.013003123,0.000040027582,0.00071607117,0.001393776,0.0005188308,0.053253785],"study_design_scores_gemma":[0.51601976,0.0034107487,0.47823423,0.0009284548,0.000050320614,0.0000053932818,0.0010058932,0.000012645995,0.00010463528,0.00009062687,0.000043036576,0.00009423153],"about_ca_topic_score_codex":0.0006577665,"about_ca_topic_score_gemma":0.0011269589,"teacher_disagreement_score":0.22293882,"about_ca_system_score_codex":0.00015639882,"about_ca_system_score_gemma":0.000092641094,"threshold_uncertainty_score":0.31097576},"labels":[],"label_agreement":null},{"id":"W2765507270","doi":"10.1017/ice.2017.222","title":"Evaluating the Relationship Between Hospital Antibiotic Use and Antibiotic Resistance in Common Nosocomial Pathogens","year":2017,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"Centers for Disease Control and Prevention; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Antibiotics; Antibiotic resistance; Medicine; Defined daily dose; Pseudomonas aeruginosa; Enterobacter; Internal medicine; Microbiology; Biology; Bacteria; Escherichia coli","score_opus":0.07168409677134616,"score_gpt":0.349616969329995,"score_spread":0.27793287255864885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765507270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98804545,0.0035283382,0.00024529928,0.006459175,0.0008878234,0.0005846755,0.000044443623,0.0000441331,0.00016067785],"genre_scores_gemma":[0.99877983,0.0003592053,0.00012145441,0.00026122978,0.0001460623,0.0000057400225,0.000022587332,0.000017717623,0.00028614886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971146,0.0011500434,0.0006625615,0.0005348122,0.000038157996,0.0004998443],"domain_scores_gemma":[0.99299747,0.0057611796,0.0006134105,0.0005121541,0.00006881535,0.000046973706],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002028371,0.0002630001,0.0007539151,0.000091953676,0.0013905474,0.00007723157,0.00019049828,0.0004855212,0.0000061308456],"category_scores_gemma":[0.007049648,0.00019041063,0.00010708783,0.00006434255,0.0012524603,0.00032066047,0.00012159326,0.0006592477,0.000030926396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009951375,0.00006257191,0.98987925,0.00003862801,0.000085793625,0.0000059404542,0.00019012233,0.00000527362,0.0007457995,0.006648857,0.00017517572,0.0020630914],"study_design_scores_gemma":[0.0022311148,0.0005889983,0.9920372,0.00016102608,0.00011036291,0.000011461558,0.00003574191,0.000048543774,0.000048508882,0.004111344,0.0003641285,0.00025159394],"about_ca_topic_score_codex":0.0014263447,"about_ca_topic_score_gemma":0.0014509076,"teacher_disagreement_score":0.01073442,"about_ca_system_score_codex":0.00003800636,"about_ca_system_score_gemma":0.00003573595,"threshold_uncertainty_score":0.9999095},"labels":[],"label_agreement":null},{"id":"W2768470069","doi":"10.1089/sur.2017.219","title":"A Global Declaration on Appropriate Use of Antimicrobial Agents across the Surgical Pathway","year":2017,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; London Health Sciences Centre; McMaster University; University of Toronto; Hamilton Health Sciences; Canada Research Chairs; Foothills Medical Centre","funders":"","keywords":"Declaration; Medicine; Antibiotic resistance; Public health; Intensive care medicine; Global health; Resistance (ecology); Health care; Antimicrobial; Antibiotics; Nursing; Microbiology; Political science; Law","score_opus":0.044788562190938415,"score_gpt":0.31058903904140556,"score_spread":0.26580047685046715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768470069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948275,0.00005708014,0.00012917524,0.00045941796,0.0010696191,0.00019017812,0.00017305503,0.000041080428,0.003052883],"genre_scores_gemma":[0.9978173,0.000113851376,0.000008568783,0.00005014971,0.00007098934,0.000004485946,0.00003736026,0.0000067560677,0.001890587],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989982,0.00018267549,0.00025376942,0.0002327858,0.000045738863,0.00028681464],"domain_scores_gemma":[0.9990771,0.000146432,0.00016623928,0.00051098166,0.00007525777,0.000024012408],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00020646074,0.000136357,0.00022132501,0.0000170314,0.0013153685,0.00008510186,0.00021539193,0.00026295136,0.00015612737],"category_scores_gemma":[0.00010713826,0.00008458701,0.00019391083,0.00008496705,0.0006764631,0.00012759458,0.00011876729,0.00022538734,0.000233154],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004431299,0.009619472,0.70198905,0.00018724501,0.0026142495,0.00071038835,0.0014949456,0.002195852,0.031236064,0.1768342,0.031464502,0.037222736],"study_design_scores_gemma":[0.004364866,0.00038179694,0.32131547,0.0001615427,0.00008585368,0.00054962805,0.000065362176,0.000044745324,0.019214002,0.00031113077,0.6530801,0.00042545958],"about_ca_topic_score_codex":0.0005154715,"about_ca_topic_score_gemma":0.0004138208,"teacher_disagreement_score":0.62161565,"about_ca_system_score_codex":0.000027990845,"about_ca_system_score_gemma":0.000041695475,"threshold_uncertainty_score":0.9999848},"labels":[],"label_agreement":null},{"id":"W2769666326","doi":"10.18433/j3nw7g","title":"Economic Evaluations on Antimicrobial Stewardship Programme: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Political science; Biology; Antibiotics; Microbiology; Antibiotic resistance","score_opus":0.2353883557974367,"score_gpt":0.5065684118347648,"score_spread":0.2711800560373281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769666326","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017975173,0.9937949,0.000008153756,0.0006334283,0.0027046127,0.0018281861,0.00005652606,0.000022229638,0.0009339696],"genre_scores_gemma":[0.00046740277,0.99787754,0.00004829184,0.0005634145,0.00029641905,0.000022810364,0.000011383135,0.000027790564,0.00068496197],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948633,0.0014754607,0.0021950658,0.0004820355,0.00026157964,0.00072261627],"domain_scores_gemma":[0.99532884,0.0007676536,0.0031610879,0.00041127208,0.00016762946,0.0001635341],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005217762,0.0005495416,0.0034546442,0.00031961405,0.00072324375,0.00018139793,0.0021836986,0.00020766356,0.00075037417],"category_scores_gemma":[0.00072901865,0.0003240016,0.0013856622,0.00022021336,0.0011317673,0.00030065345,0.00014927766,0.0012888836,0.001401096],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003955352,0.00033935384,0.000004037684,0.5954044,0.0011667529,0.00006463845,0.000025266936,0.0000012159303,0.00006901437,0.00023561619,0.010965029,0.39168513],"study_design_scores_gemma":[0.0005446092,0.0001333154,2.4427655e-7,0.32233208,0.0061837146,0.00079086947,0.000007031002,0.0000026822165,0.00012753907,0.000006558611,0.66961455,0.0002568302],"about_ca_topic_score_codex":0.0000069884486,"about_ca_topic_score_gemma":0.0000024918716,"teacher_disagreement_score":0.6586495,"about_ca_system_score_codex":0.00024781885,"about_ca_system_score_gemma":0.001939389,"threshold_uncertainty_score":0.9999212},"labels":[],"label_agreement":null},{"id":"W2770260844","doi":"10.1186/s13017-017-0147-0","title":"Erratum to: Antimicrobials: a global alliance for optimizing their rational use in intra-abdominal infections (AGORA)","year":2017,"lang":"en","type":"erratum","venue":"World Journal of Emergency Surgery","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Manitoba; University of Toronto; McMaster University; Foothills Medical Centre","funders":"National Institute on Minority Health and Health Disparities; Engineering and Physical Sciences Research Council","keywords":"Agora; Medicine; Alliance; Computer science; History; Programming language; Archaeology","score_opus":0.04904776482487055,"score_gpt":0.306311179164668,"score_spread":0.25726341433979744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770260844","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039026543,0.10279502,0.013316075,0.010645422,0.818192,0.0025275468,0.002669617,0.00011946865,0.010708298],"genre_scores_gemma":[0.15764602,0.059587803,0.005592875,0.0015701797,0.011389188,0.000082530874,0.0015769309,0.00034479404,0.7622097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966052,0.0002953681,0.00179143,0.00046289447,0.0001114686,0.0007336492],"domain_scores_gemma":[0.99648833,0.00039432987,0.0019263991,0.0004819134,0.0006162335,0.000092818766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012281681,0.00052794715,0.0014588309,0.0005836771,0.0004889088,0.00008314999,0.00060634397,0.00062510575,0.00052117096],"category_scores_gemma":[0.001236907,0.000457389,0.0010089506,0.00046888264,0.00015872673,0.00044830286,0.00009819122,0.0013182932,0.000045717483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005073712,0.0003231158,0.0070406864,0.00015236076,0.0006093687,0.000059187914,0.00007644716,0.00008625712,0.0033155433,0.00007523214,0.9865484,0.0012060044],"study_design_scores_gemma":[0.0006643891,0.0001238807,0.013168656,0.0028588765,0.00021153451,0.00019497052,0.00006648992,0.000007718166,0.0006790815,0.0004052762,0.9809335,0.0006856288],"about_ca_topic_score_codex":0.00011365481,"about_ca_topic_score_gemma":0.0041626273,"teacher_disagreement_score":0.8068028,"about_ca_system_score_codex":0.00020985179,"about_ca_system_score_gemma":0.0012590839,"threshold_uncertainty_score":0.9997878},"labels":[],"label_agreement":null},{"id":"W2771026854","doi":"10.1111/dom.13163","title":"Systemic use of antibiotics and risk of diabetes in adults: <scp>A</scp> nested case‐control study of <scp>Alberta's Tomorrow Project</scp>","year":2017,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Alberta Health; Alberta Cancer Foundation; University of Alberta","funders":"Alberta Cancer Foundation","keywords":"Medicine; Diabetes mellitus; Antibiotics; Odds ratio; Confounding; Nested case-control study; Logistic regression; Cohort study; Cohort; Internal medicine; Observational study; Environmental health; Endocrinology","score_opus":0.008924027519172439,"score_gpt":0.21627883491594938,"score_spread":0.20735480739677695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771026854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835818,0.014484768,0.0000039727065,0.000004232435,0.0003173635,0.0010807631,0.00045533167,0.000017143613,0.000054665496],"genre_scores_gemma":[0.99781376,0.0017377948,0.000053466752,0.000013249435,0.000027612208,0.0000024538303,0.0000134521315,0.000025285299,0.00031295308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974845,0.0005931204,0.0007918423,0.00050132745,0.00009086972,0.0005383458],"domain_scores_gemma":[0.99613976,0.0016988909,0.0011328363,0.00075053185,0.000225138,0.000052818945],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006518301,0.00035961976,0.001445709,0.00028881745,0.00029058068,0.000038637725,0.00032129616,0.0004210206,0.0000018862816],"category_scores_gemma":[0.002210177,0.0002961599,0.00012535868,0.00017792074,0.0007172899,0.00030096289,0.00020433753,0.00034475166,0.000002410505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017084894,0.0009138332,0.95679146,0.0008671849,0.0008481347,0.000016827806,0.0038328136,0.0000049427686,0.035984702,0.00011452276,0.000051939955,0.00055653206],"study_design_scores_gemma":[0.0047638332,0.0003289496,0.92265415,0.00065753097,0.0010939806,0.000016106631,0.0039971257,0.00009361033,0.06613407,0.000022155755,0.00014885582,0.00008962448],"about_ca_topic_score_codex":0.004041401,"about_ca_topic_score_gemma":0.002261553,"teacher_disagreement_score":0.034137323,"about_ca_system_score_codex":0.000007531214,"about_ca_system_score_gemma":0.000048728492,"threshold_uncertainty_score":0.99994904},"labels":[],"label_agreement":null},{"id":"W2771566079","doi":"10.5116/ijme.5a11.8422","title":"Can a smartphone app improve medical trainees’ knowledge of antibiotics?","year":2017,"lang":"en","type":"article","venue":"International Journal of Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Royal College of Physicians and Surgeons of Canada","keywords":"Context (archaeology); Medicine; Smartphone app; Test (biology); Antibiogram; Quarter (Canadian coin); Family medicine; Physical therapy; Antibiotic resistance; Antibiotics; Computer science; World Wide Web","score_opus":0.009205124453591383,"score_gpt":0.3310710899216802,"score_spread":0.3218659654680888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771566079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9297727,0.0033578263,0.00091598136,0.043366432,0.018565841,0.00008054069,0.000016312762,0.0000095028645,0.0039148955],"genre_scores_gemma":[0.99645,0.00088589085,0.00011072568,0.00035305182,0.00075604254,1.3977963e-7,0.000015745829,0.000007894068,0.0014205116],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99873334,0.00007380749,0.0005753762,0.00011250551,0.00036877557,0.00013620996],"domain_scores_gemma":[0.99823755,0.000111954716,0.00072238105,0.00019401107,0.0006216155,0.000112492795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008832979,0.000095429416,0.00025101056,0.00013750154,0.00008874261,0.000023840164,0.001285899,0.0003141645,0.0015304555],"category_scores_gemma":[0.0034644818,0.00007190614,0.00012756464,0.00003055506,0.00048779778,0.000098292396,0.00010250317,0.00044605558,0.000035691402],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007713685,0.006634974,0.018873768,0.00021640168,0.0022125586,0.0001343455,0.0062532136,8.9233384e-7,0.061321627,0.030137207,0.095009066,0.7784346],"study_design_scores_gemma":[0.030675026,0.0021940537,0.307837,0.015294209,0.00072023924,0.007483419,0.011671801,0.00044934606,0.30748793,0.01662758,0.2979862,0.0015731857],"about_ca_topic_score_codex":0.00020339152,"about_ca_topic_score_gemma":0.00014662105,"teacher_disagreement_score":0.77686137,"about_ca_system_score_codex":0.000053343658,"about_ca_system_score_gemma":0.0026993302,"threshold_uncertainty_score":0.99938226},"labels":[],"label_agreement":null},{"id":"W2771721752","doi":"10.1136/bmjoq-2017-000060","title":"Transition from a dedicated to a non-dedicated, ward-based pharmacist antimicrobial stewardship programme model in a non-academic hospital and its impact on length of stay of patients admitted with pneumonia: a prospective observational study","year":2017,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Regional Health Centre","funders":"","keywords":"Pharmacist; Antimicrobial stewardship; Medicine; Audit; Clinical pharmacy; Emergency medicine; Family medicine; Pharmacy; Antibiotics; Antibiotic resistance","score_opus":0.10188666370439375,"score_gpt":0.41800484539809984,"score_spread":0.3161181816937061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771721752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99132794,0.000013594706,0.00019969423,0.00035370534,0.000053723637,0.006691709,0.0013267766,0.000013100912,0.000019760359],"genre_scores_gemma":[0.99922466,0.0000043072882,0.00017706206,0.00008771968,0.000009447699,0.00015379378,0.00030703194,0.000019943698,0.000016019398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980076,0.00028944446,0.00068758655,0.0005331569,0.00016188872,0.00032032028],"domain_scores_gemma":[0.99836993,0.000091395086,0.0007909524,0.00039384523,0.00028660643,0.00006725289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000843527,0.00026353443,0.00072118675,0.00009312722,0.00017846454,0.00002819203,0.00052869867,0.00021936397,0.000013631055],"category_scores_gemma":[0.00018022614,0.00019671924,0.00006755979,0.0001571647,0.00023600967,0.00023530138,0.0001290448,0.00038101163,0.0000059640106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018917581,0.0053227763,0.9070096,0.00013471532,0.0005586923,0.000009264194,0.0068335747,0.00013881437,0.060561206,0.000011100824,0.00005565472,0.0004470476],"study_design_scores_gemma":[0.013317679,0.0023023288,0.9508656,0.00042072427,0.00009454284,5.649191e-7,0.0004439078,0.0007761572,0.031475622,0.000020275578,8.115613e-7,0.00028177022],"about_ca_topic_score_codex":0.0023604902,"about_ca_topic_score_gemma":0.0003351682,"teacher_disagreement_score":0.04385604,"about_ca_system_score_codex":0.00008336363,"about_ca_system_score_gemma":0.00041402748,"threshold_uncertainty_score":0.80219775},"labels":[],"label_agreement":null},{"id":"W2772745482","doi":"10.1186/s13643-017-0640-2","title":"Government policy interventions to reduce human antimicrobial use: protocol for a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; York University; Ottawa Hospital; Centre for Global Health Research; University of Ottawa","funders":"Public Health Agency; Public Health Agency of Canada; Canadian Institutes of Health Research; Norges Forskningsråd; University of Ottawa","keywords":"CINAHL; Medicine; Psychological intervention; Government (linguistics); Antimicrobial stewardship; MEDLINE; Public health; Grey literature; Systematic review; Antibiotic resistance; Nursing; Political science; Law","score_opus":0.31893524601496437,"score_gpt":0.492470407437145,"score_spread":0.17353516142218062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772745482","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.0611897e-9,0.57037944,0.00028932028,0.00008030581,0.000039389117,0.42880926,0.00031688123,0.000020708412,0.00006470992],"genre_scores_gemma":[1.7177314e-7,0.5246306,0.00016451786,0.00016661758,0.000023320319,0.44751087,0.00006748261,0.000046279183,0.027390115],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98692703,0.0046726996,0.0066299834,0.0010537632,0.00015826903,0.0005582447],"domain_scores_gemma":[0.987848,0.000623754,0.008077826,0.0031799942,0.00017041698,0.00010004304],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0057484666,0.0011861974,0.031314492,0.00034241518,0.00060163595,0.00026061622,0.0012866859,0.0004832015,0.00022570917],"category_scores_gemma":[0.004305956,0.00060438795,0.012241295,0.0005252362,0.00013867124,0.00013965237,0.00033007917,0.0003330632,0.0006335562],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016972776,0.0000837281,2.7782594e-8,0.89230555,0.09689386,0.0000016365992,0.000025490588,9.991253e-9,0.000002092219,0.00033487115,0.010239086,0.00011192988],"study_design_scores_gemma":[0.00008354669,0.00003546263,2.6099759e-8,0.39646894,0.36019856,0.000045843193,0.000003033882,1.017601e-8,6.6781485e-7,0.0000015789572,0.24291281,0.0002495134],"about_ca_topic_score_codex":0.00004977803,"about_ca_topic_score_gemma":0.00006500705,"teacher_disagreement_score":0.49583665,"about_ca_system_score_codex":0.00024743238,"about_ca_system_score_gemma":0.00014140405,"threshold_uncertainty_score":0.99964076},"labels":[],"label_agreement":null},{"id":"W2773617141","doi":"10.1136/ejhpharm-2017-001381","title":"A systematic review of inpatient antimicrobial stewardship programmes involving clinical pharmacists in small-to-medium-sized hospitals","year":2017,"lang":"en","type":"review","venue":"European Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Universitat Autònoma de Barcelona; Centro de Investigación Biomédica en Red de Salud Mental","keywords":"Medicine; Antimicrobial stewardship; Clinical pharmacy; Psychological intervention; Systematic review; Cochrane Library; Antimicrobial; MEDLINE; Intensive care medicine; Family medicine; Emergency medicine; Meta-analysis; Pharmacy; Antibiotics; Antibiotic resistance; Nursing; Internal medicine","score_opus":0.07635849532108199,"score_gpt":0.389331326769999,"score_spread":0.31297283144891697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773617141","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027296224,0.98895013,0.000012016616,0.0001440282,0.0046095503,0.0032207642,0.00007484782,0.000023256434,0.00023576326],"genre_scores_gemma":[0.003895018,0.9948791,0.00019757524,0.00024681748,0.00031937423,0.000011387175,0.00004740358,0.00012419507,0.0002791027],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98738045,0.004777285,0.0064561144,0.00055499765,0.00018537542,0.0006458073],"domain_scores_gemma":[0.9896822,0.00048873463,0.008333755,0.00078322185,0.0005323439,0.00017973768],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00706126,0.00078233494,0.0065548876,0.00046902054,0.00012736337,0.00007228594,0.002389719,0.00015935875,0.00007300724],"category_scores_gemma":[0.0025779177,0.00054441136,0.0021527193,0.0003169403,0.0004118042,0.00020999367,0.0004976776,0.0018212927,0.00036398947],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014682741,0.0010816167,0.00012714222,0.8812644,0.0022238924,0.0013264877,0.00031879207,9.42082e-8,0.000045089128,0.0000045798165,0.0067263166,0.1067348],"study_design_scores_gemma":[0.0026159592,0.0011910914,0.00003750717,0.8439266,0.0034323267,0.00037435576,0.000029592256,7.015551e-8,0.000090005684,0.0000011753283,0.14772293,0.0005783717],"about_ca_topic_score_codex":0.0000039752285,"about_ca_topic_score_gemma":8.2883975e-7,"teacher_disagreement_score":0.1409966,"about_ca_system_score_codex":0.00010495037,"about_ca_system_score_gemma":0.00080905907,"threshold_uncertainty_score":0.9997007},"labels":[],"label_agreement":null},{"id":"W2778896509","doi":"10.1371/journal.pone.0189621","title":"Clinical and economic impact of antibiotic resistance in developing countries: A systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":712,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali; National Research Foundation","keywords":"MEDLINE; Medicine; Antibiotic resistance; Odds ratio; Psychological intervention; Meta-analysis; Antibiotics; Environmental health; Intensive care medicine; Internal medicine; Biology; Microbiology; Psychiatry","score_opus":0.22673398605634174,"score_gpt":0.39138328789744803,"score_spread":0.1646493018411063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778896509","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014050149,0.99790925,0.000002846712,0.00006360953,0.000017051772,0.0015161745,0.00024082646,0.000009768426,0.000099958575],"genre_scores_gemma":[0.00040422942,0.9977112,0.00018356241,0.00005052001,0.0000062643608,0.000016562324,0.000045606022,0.000022762386,0.0015592999],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9963599,0.0007910831,0.0019751748,0.0005664497,0.000043503784,0.00026391857],"domain_scores_gemma":[0.99648803,0.00067740097,0.0018757976,0.0008678304,0.000061033625,0.00002989464],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015039599,0.00041808365,0.014107793,0.00025511862,0.00009254848,0.000026898835,0.0003584967,0.00048352563,0.000095873365],"category_scores_gemma":[0.00033869376,0.00026318242,0.0013946029,0.00014281442,0.0004915788,0.000067474015,0.00012169977,0.0003373696,0.00006144121],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055551895,0.00006090095,0.000184615,0.74331063,0.2562057,0.000004815979,0.0000140182265,7.139005e-9,1.6286614e-7,0.00014603126,0.00003811524,0.000029437026],"study_design_scores_gemma":[0.00014686746,0.00003435818,0.00012814168,0.2166079,0.77980703,0.0000067794454,0.0000026103507,1.3219393e-7,0.0000012555325,0.0000081804055,0.0029778234,0.0002789322],"about_ca_topic_score_codex":0.00007431006,"about_ca_topic_score_gemma":0.00040584503,"teacher_disagreement_score":0.52670276,"about_ca_system_score_codex":0.00009158461,"about_ca_system_score_gemma":0.00043170244,"threshold_uncertainty_score":0.99998206},"labels":[],"label_agreement":null},{"id":"W2779019546","doi":"10.1016/s1473-3099(17)30753-3","title":"Discovery, research, and development of new antibiotics: the WHO priority list of antibiotic-resistant bacteria and tuberculosis","year":2017,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6087,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Canadian Institutes of Health Research","funders":"Merck Sharp and Dohme; Shionogi; Public Health Agency of Canada; Wellcome Trust; Roche; Biomedical Advanced Research and Development Authority; Innovative Medicines Initiative; GlaxoSmithKline; World Health Organization; AstraZeneca; Pfizer","keywords":"Antibiotic resistance; Acinetobacter baumannii; Enterococcus faecium; Antibiotics; Medicine; Tigecycline; Acinetobacter; Microbiology; Biology; Bacteria; Pseudomonas aeruginosa","score_opus":0.03969603298658947,"score_gpt":0.310569381936732,"score_spread":0.27087334895014253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779019546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99306345,0.004956001,0.000024956349,0.00060105376,0.00017983893,0.00025675,0.00010276349,0.000020072242,0.00079511676],"genre_scores_gemma":[0.9971058,0.0020890043,0.000034532095,0.00003561775,0.00007961846,3.7785614e-7,0.000009018317,0.000011121351,0.0006349228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893683,0.00017782251,0.0002658113,0.00023351457,0.00007882823,0.00030718467],"domain_scores_gemma":[0.99862546,0.00027524144,0.00024407478,0.0007279373,0.000094729134,0.00003254059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004492052,0.00014863275,0.00041897374,0.000043736905,0.0010920279,0.000112204114,0.00040043576,0.000093307375,0.000019293557],"category_scores_gemma":[0.00026707028,0.00008061207,0.000045483343,0.000060064824,0.001946187,0.00013004719,0.0003778017,0.00019952281,0.0000057133716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068963866,0.00036095595,0.8334592,0.0006237584,0.00069015124,0.0000040242285,0.0019981284,4.3076665e-7,0.14612047,0.006176168,0.0031487385,0.00672836],"study_design_scores_gemma":[0.0008526921,0.00014353539,0.9253006,0.0003277931,0.00008594126,0.000008527236,0.00034141197,7.8198053e-7,0.06870294,0.0007234083,0.0033946086,0.00011774034],"about_ca_topic_score_codex":0.0008921414,"about_ca_topic_score_gemma":0.0008312075,"teacher_disagreement_score":0.091841444,"about_ca_system_score_codex":0.000016410528,"about_ca_system_score_gemma":0.00015792446,"threshold_uncertainty_score":0.8399106},"labels":[],"label_agreement":null},{"id":"W2781625306","doi":"10.4212/cjhp.v70i6.1709","title":"Roles of Infectious Diseases Consultant Pharmacists and Antimicrobial Stewardship Pharmacists: A Survey of Canadian Tertiary Care Academic Hospitals","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; University of British Columbia, Okanagan Campus; Nova Scotia Health Authority; Dalhousie University; Royal Inland Hospital; Kelowna General Hospital; Interior Health","funders":"","keywords":"Clinical pharmacy; Antimicrobial stewardship; Medicine; Family medicine; Pharmacist; Accreditation; Nursing; Tertiary care; Pharmacy; Medical education; Antibiotic resistance; Antibiotics","score_opus":0.016446373139890513,"score_gpt":0.27906896110354884,"score_spread":0.26262258796365834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781625306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691486,0.02609971,0.0000013564149,0.00078730425,0.0015163814,0.000293165,0.0018845651,0.0000056710805,0.00026328315],"genre_scores_gemma":[0.9967523,0.0028345229,0.0000041066455,0.0001764531,0.0000862655,0.0000012164394,0.00003427624,0.000026437441,0.00008437979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821585,0.0002788169,0.0006838814,0.00020402319,0.00008804993,0.0005293758],"domain_scores_gemma":[0.99743736,0.00015188493,0.0010143084,0.00032863655,0.0006734864,0.0003943163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005131629,0.00026573104,0.0005571292,0.00045412403,0.00079403375,0.00006257293,0.0009305851,0.00013582713,0.00011518467],"category_scores_gemma":[0.0004458276,0.00019949941,0.00015994573,0.00016162342,0.0016639181,0.00029353923,0.00006147539,0.0006642275,0.0000098841065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018604293,0.000046154913,0.9626528,0.00015908567,0.0007086219,0.00023855618,0.003065487,0.0000056797353,0.02082072,0.000044918936,0.008270016,0.0038019312],"study_design_scores_gemma":[0.0062759323,0.00031515994,0.8569819,0.00047124876,0.00064187084,0.00056557165,0.00051402155,0.0000033792132,0.13077559,0.00008877324,0.0028588423,0.0005077377],"about_ca_topic_score_codex":0.23196092,"about_ca_topic_score_gemma":0.27505612,"teacher_disagreement_score":0.10995486,"about_ca_system_score_codex":0.00012624572,"about_ca_system_score_gemma":0.002534229,"threshold_uncertainty_score":0.813535},"labels":[],"label_agreement":null},{"id":"W2783142609","doi":"10.26719/2017.23.11.744","title":"Prevalence and predictors of over-the-counter medication use among adolescents in the United Arab Emirates","year":2017,"lang":"en","type":"article","venue":"Eastern Mediterranean Health Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Ontario Tech University","funders":"","keywords":"Medicine; Medical prescription; Demography; Traditional medicine; Gynecology; Psychiatry","score_opus":0.03362918584846514,"score_gpt":0.29389750901959577,"score_spread":0.26026832317113063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783142609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938984,0.0026969141,0.00007028968,0.0018623045,0.0012047824,0.00023557806,0.000013076386,0.0000051222232,0.0000135284845],"genre_scores_gemma":[0.99714005,0.0018117009,0.0000046763407,0.00063829066,0.0001849171,0.0000017514326,0.000008145565,0.00000781538,0.0002026324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985024,0.00047689327,0.00046620262,0.00014603802,0.00012681328,0.00028168625],"domain_scores_gemma":[0.99869585,0.000103969935,0.00073039345,0.00036838467,0.00005415355,0.000047268444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012403352,0.00012054114,0.00019569552,0.00010060282,0.0005616329,0.000070766655,0.00055795396,0.00011285915,0.000033745615],"category_scores_gemma":[0.00019525517,0.00006470937,0.00003879947,0.00004791388,0.0005906324,0.00024540428,0.00005246672,0.0006148174,0.000006765239],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010585137,0.000056165303,0.9916912,0.00019965346,0.000030739146,0.000007876175,0.005244315,6.088175e-7,0.00014729946,0.0000050488725,0.0014054821,0.0011057606],"study_design_scores_gemma":[0.0009927345,0.0001217656,0.99527526,0.0018944686,0.000019694855,0.00013470092,0.000588578,0.00006051256,0.000048236987,0.00001639974,0.00078832626,0.000059319515],"about_ca_topic_score_codex":0.00033302186,"about_ca_topic_score_gemma":0.00017445991,"teacher_disagreement_score":0.004655737,"about_ca_system_score_codex":0.000021886188,"about_ca_system_score_gemma":0.0000745935,"threshold_uncertainty_score":0.43196833},"labels":[],"label_agreement":null},{"id":"W2785905261","doi":"10.14288/cjur.v2i2.189309","title":"The Silent Epidemic: Global Threat of Antibiotic Resistance Bacteria - Carbapenem-Resistant Enterobacteriaceae (CRE)","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Carbapenem-resistant enterobacteriaceae; Outbreak; Computer science; Stochastic modelling; Graph; Python (programming language); Enterobacteriaceae; Carbapenem; Antibiotics; Microbiology; Biology; Mathematics; Theoretical computer science; Statistics; Virology; Gene; Programming language; Genetics","score_opus":0.018470111639907486,"score_gpt":0.2809804134723241,"score_spread":0.26251030183241664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785905261","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4005288,0.0058410414,0.00021012302,0.002770871,0.006686752,0.0022597618,0.001108559,0.00010005786,0.58049405],"genre_scores_gemma":[0.7219092,0.000764787,0.00018962279,0.000042056636,0.00003784904,0.00001247476,0.00002258436,0.000015570056,0.27700582],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998343,0.00024111773,0.0004978729,0.00041309715,0.000056963196,0.0004479304],"domain_scores_gemma":[0.99779874,0.00017231016,0.0005422581,0.0013000164,0.00014609311,0.000040589217],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004086998,0.00022857235,0.00045390535,0.000019728124,0.008263747,0.0007941343,0.0015322759,0.0002017536,0.00044210433],"category_scores_gemma":[0.00023378851,0.00016047299,0.00015847317,0.00018561944,0.00077202567,0.0002151796,0.0005255033,0.00018643629,0.00006686725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00438292,0.0009989315,0.019868657,0.00015304731,0.0018045348,0.000029315885,0.00025787757,0.0000042286415,0.25187996,0.01015179,0.7092498,0.0012189067],"study_design_scores_gemma":[0.004633095,0.0005926695,0.28052405,0.0010366384,0.00042019735,0.00008077638,0.0010303215,0.0000044846024,0.06859668,0.0030750863,0.6391729,0.00083307637],"about_ca_topic_score_codex":0.006192466,"about_ca_topic_score_gemma":0.035501733,"teacher_disagreement_score":0.32138044,"about_ca_system_score_codex":0.0001323416,"about_ca_system_score_gemma":0.00021567027,"threshold_uncertainty_score":0.9930273},"labels":[],"label_agreement":null},{"id":"W2786084017","doi":"10.1186/s12960-018-0270-3","title":"Mapping educational opportunities for healthcare workers on antimicrobial resistance and stewardship around the world","year":2018,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; McMaster University; York University; Dalhousie University; University of Ottawa","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; World Health Organization","keywords":"Health care; Outreach; Public relations; Antimicrobial stewardship; Government (linguistics); Business; Resistance (ecology); Health administration; Stewardship (theology); Medicine; Nursing; Knowledge management; Medical education; Public health; Antibiotic resistance; Political science; Computer science","score_opus":0.07354643974335215,"score_gpt":0.32724963634599674,"score_spread":0.2537031966026446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786084017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8690113,0.0056291786,0.00018603458,0.11995444,0.0008787962,0.0015530878,0.00029560804,0.000070138194,0.0024214385],"genre_scores_gemma":[0.9202966,0.00010022722,0.00030839455,0.0073990063,0.00064159924,0.00004807169,0.000119628276,0.000029829756,0.07105663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860793,0.0001538327,0.00034690546,0.000344841,0.000043703203,0.00050275924],"domain_scores_gemma":[0.9988786,0.00045348107,0.00024877506,0.00026883834,0.00009883953,0.00005145942],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00057946466,0.00017301209,0.00026612644,0.00013169248,0.002294359,0.00004546966,0.0002093492,0.00010010729,0.000034334433],"category_scores_gemma":[0.00003353802,0.00012820672,0.00007883077,0.00009410005,0.00071400136,0.000035555182,0.000031437346,0.00017659644,0.0000100925145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020331694,0.00022965409,0.0050679897,0.0023116341,0.00027954922,9.4802675e-7,0.0122900065,0.000001149272,0.001637702,0.08541405,0.88679296,0.0039412137],"study_design_scores_gemma":[0.0010939606,0.0004920924,0.014757925,0.00087907916,0.000014028136,0.0000064728615,0.006897512,0.0000011995961,0.00036081107,0.0017044733,0.97357446,0.00021801244],"about_ca_topic_score_codex":0.00009924949,"about_ca_topic_score_gemma":0.004049321,"teacher_disagreement_score":0.11255544,"about_ca_system_score_codex":0.000074603086,"about_ca_system_score_gemma":0.00020635333,"threshold_uncertainty_score":0.99900454},"labels":[],"label_agreement":null},{"id":"W2788732937","doi":"10.1186/s13063-018-2474-1","title":"7 versus 14 days of antibiotic treatment for critically ill patients with bloodstream infection: a pilot randomized clinical trial","year":2018,"lang":"en","type":"article","venue":"Trials","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Calgary; Queen's University; University of Manitoba; Dalhousie University; St. Paul's Hospital; Western University; Université de Sherbrooke; University of Toronto; Simon Fraser University; Institute for Clinical Evaluative Sciences; Hôpital du Sacré-Cœur de Montréal; McMaster University; Université de Montréal; University of Alberta; Université Laval; Centre Hospitalier de l’Université de Montréal; Ottawa Hospital; Health Sciences Centre; Sinai Health System; St. Michael's Hospital; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Heart and Stroke Foundation of Canada","keywords":"Medicine; Interquartile range; Randomized controlled trial; Bacteremia; Antibiotics; Internal medicine; Intensive care medicine; Intensive care; Adverse effect; Clinical trial; Dosing; Microbiology","score_opus":0.1071247476092551,"score_gpt":0.39243800285506886,"score_spread":0.28531325524581375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788732937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869011,0.00026704225,0.0013472786,0.0001722586,0.0051701064,0.004748228,0.0001274074,0.000055298886,0.0012112913],"genre_scores_gemma":[0.9975972,0.00016458162,0.00071778294,0.00010270242,0.00051234924,0.00003216778,0.0000938066,0.000019065994,0.0007603319],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965797,0.0014906224,0.0012518687,0.00034064671,0.000052117157,0.00028504615],"domain_scores_gemma":[0.9921859,0.006101007,0.0005115448,0.00031312794,0.0008532312,0.000035212557],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002547629,0.00021044505,0.0017275708,0.000066041546,0.00013930182,0.000011080733,0.00010105836,0.0002411762,0.00024751123],"category_scores_gemma":[0.010760416,0.00012197512,0.0004637252,0.000085298496,0.0009811545,0.000041318966,0.000020719617,0.00008154895,0.000087264816],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98866284,0.0025969946,0.00090574875,0.000025888368,0.0018074671,6.711619e-7,0.00004944834,1.1329704e-7,0.0006974522,0.00082748686,0.0010787194,0.003347181],"study_design_scores_gemma":[0.9493048,0.030131372,0.00068071426,0.00008493839,0.0015438674,9.0383816e-7,0.000016113401,0.000001017097,0.014800447,0.00007942165,0.0031959296,0.00016044077],"about_ca_topic_score_codex":0.00007732078,"about_ca_topic_score_gemma":0.00005478675,"teacher_disagreement_score":0.039357994,"about_ca_system_score_codex":0.000022754903,"about_ca_system_score_gemma":0.00014964312,"threshold_uncertainty_score":0.99757236},"labels":[],"label_agreement":null},{"id":"W2790202032","doi":"10.14745/ccdr.v42i11a04","title":"Advancing antimicrobial stewardship: Summary of the 2015 CIDSC Report","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"British Columbia Centre for Disease Control; Public Health Agency; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada; Alberta Health Services","keywords":"Antimicrobial stewardship; Stewardship (theology); Sustainability; Best practice; Public relations; Business; Psychological intervention; Public health; Health care; Environmental resource management; Environmental planning; Political science; Medicine; Knowledge management; Nursing; Antibiotic resistance; Geography","score_opus":0.006151100553662476,"score_gpt":0.2212922109541712,"score_spread":0.21514111040050873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790202032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593813,0.015795277,0.000136519,0.009293215,0.0030074583,0.0005967717,0.00042115268,0.000089055626,0.011279296],"genre_scores_gemma":[0.97076124,0.0003028211,0.000039629533,0.0002866269,0.000024266505,0.000004240409,0.000087918605,0.000023221699,0.028470052],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982274,0.00023394695,0.0006822136,0.00030014283,0.00012477906,0.0004315188],"domain_scores_gemma":[0.99658424,0.00017812634,0.0005316515,0.0024171423,0.00019541419,0.00009341845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044725227,0.00019209286,0.00038358645,0.000031714146,0.00032617143,0.0000061520304,0.0007221975,0.00010809666,0.00018187956],"category_scores_gemma":[0.0005627709,0.00011198654,0.00017192974,0.0001449465,0.0004458255,0.00008236408,0.00043801832,0.0002149814,0.0000072861817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002535557,0.00021796334,0.21937062,0.00017403529,0.00041608568,0.0037453617,0.000030814448,0.000012137105,0.20339546,0.00023940635,0.57137966,0.00076488644],"study_design_scores_gemma":[0.00097398116,0.000021202379,0.07872048,0.0011926653,0.00020999637,0.0017465857,0.00015410302,8.870174e-7,0.058225323,0.00009571148,0.85823673,0.00042233645],"about_ca_topic_score_codex":0.095627405,"about_ca_topic_score_gemma":0.20441863,"teacher_disagreement_score":0.28685704,"about_ca_system_score_codex":0.0001903541,"about_ca_system_score_gemma":0.0036840923,"threshold_uncertainty_score":0.9103949},"labels":[],"label_agreement":null},{"id":"W2790781358","doi":"10.1016/j.tmaid.2018.02.004","title":"Antibiotics use among Palestine refugees attending UNRWA primary health care centers in Jordan – A cross-sectional study","year":2018,"lang":"en","type":"article","venue":"Travel Medicine and Infectious Disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Palestine; Refugee; Medicine; Cross-sectional study; Primary care; Family medicine; Primary health care; Antibiotics; Environmental health; Geography; Microbiology; Population; Ancient history; History","score_opus":0.016959410421712458,"score_gpt":0.30064558349865395,"score_spread":0.2836861730769415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790781358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962485,0.0017738177,0.000060563965,0.00013222956,0.0007619979,0.00049540953,0.000036073154,0.000060606468,0.0004307979],"genre_scores_gemma":[0.998332,0.00020570181,0.0000066825946,0.0007916434,0.00019475805,0.0000018170244,0.00013664333,0.000021672626,0.00030903085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841785,0.00017582663,0.00046591467,0.00045288817,0.0000824707,0.00040503804],"domain_scores_gemma":[0.9992876,0.000093436654,0.00015394631,0.00023067958,0.000101935686,0.0001323771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025358092,0.00023226022,0.00037905373,0.00023833022,0.00039201594,0.000027169373,0.00008995137,0.000106300875,0.00007048607],"category_scores_gemma":[0.00014009111,0.00018427611,0.000048315313,0.00022517613,0.0009524289,0.00014553558,0.00005295441,0.00028056192,0.00001543304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028080906,0.00037435465,0.9956327,0.00017263264,0.00007800437,0.000043117598,0.0017850053,0.0000023418904,0.0006262247,0.00008581804,0.00066120655,0.0002577814],"study_design_scores_gemma":[0.0033848581,0.0011752811,0.9932841,0.00025303417,0.00005151015,0.000023294606,0.0010868077,0.000004488096,0.000060610353,0.000013383193,0.0004807926,0.00018183143],"about_ca_topic_score_codex":0.001431857,"about_ca_topic_score_gemma":0.0014609387,"teacher_disagreement_score":0.0031040492,"about_ca_system_score_codex":0.000114565155,"about_ca_system_score_gemma":0.0001224334,"threshold_uncertainty_score":0.7514562},"labels":[],"label_agreement":null},{"id":"W2791497600","doi":"10.12927/hcq.2018.25421","title":"Surveillance Software and Prospective Audit and Feedback Rounds Advance Antimicrobial Stewardship at an Acute Care Community Hospital","year":2018,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Antimicrobial stewardship; Workload; Audit; Medicine; Stewardship (theology); Antibiotic Stewardship; Intensive care medicine; Antibiotics; Acute care; Medical emergency; Emergency medicine; Antibiotic resistance; Health care; Business; Accounting","score_opus":0.007660125171298147,"score_gpt":0.25932372571495765,"score_spread":0.2516636005436595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791497600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917592,0.0052392697,0.00012701532,0.0008807996,0.00081255025,0.00050202693,0.00041026456,0.00016231,0.000106574254],"genre_scores_gemma":[0.99800664,0.00026576815,0.00045540818,0.0003305237,0.00013973119,0.000008711096,0.0002091689,0.000036475143,0.0005475505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997954,0.0005537158,0.00030610105,0.0005456716,0.00005513929,0.0005853562],"domain_scores_gemma":[0.9987177,0.000103515995,0.00017593903,0.00056423555,0.0003341937,0.00010437221],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002009417,0.000314448,0.00045725514,0.000058930105,0.001439065,0.000049733542,0.00022891714,0.00035875716,0.000028831397],"category_scores_gemma":[0.000021143322,0.00028867845,0.00004965026,0.00012387996,0.0010044111,0.00025423625,0.00008983031,0.00056840194,0.00008295263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002241948,0.0005314646,0.7579566,0.0016936727,0.0005130365,0.000062654806,0.12603669,1.1677265e-7,0.024442807,0.00067829766,0.0037662694,0.08207639],"study_design_scores_gemma":[0.0027096325,0.012724756,0.9581503,0.00032066763,0.000051426723,0.00026917644,0.016331477,8.7306995e-7,0.0041765873,0.00028458846,0.004235197,0.000745307],"about_ca_topic_score_codex":0.00118117,"about_ca_topic_score_gemma":0.013257482,"teacher_disagreement_score":0.20019366,"about_ca_system_score_codex":0.00015144401,"about_ca_system_score_gemma":0.00012924282,"threshold_uncertainty_score":0.99995655},"labels":[],"label_agreement":null},{"id":"W2792150909","doi":"10.14745/ccdr.v42i11a03","title":"Advancing surveillance of antimicrobial resistance: Summary of the 2015 CIDSC Report","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University; Public Health Agency of Canada","funders":"British Columbia Centre for Disease Control; University of Toronto; University of Ottawa; Public Health Agency; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada; McGill University","keywords":"Antibiotic resistance; Campylobacter; Medicine; Environmental health; Biology; Microbiology; Antibiotics","score_opus":0.00520969712578872,"score_gpt":0.21753284161419673,"score_spread":0.212323144488408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792150909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9542071,0.025658282,0.00013974946,0.00554161,0.0019179202,0.0005266297,0.0007409883,0.000051033167,0.011216647],"genre_scores_gemma":[0.9759699,0.0005179543,0.000054877037,0.000119463875,0.000014980007,0.0000032063883,0.00007269087,0.000020031244,0.023226896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807507,0.00026755797,0.0008642634,0.00028552636,0.00013967961,0.00036790126],"domain_scores_gemma":[0.9960825,0.00025231796,0.0008645153,0.0024244268,0.00030878835,0.000067471556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005821299,0.0001796154,0.0004895463,0.00003302734,0.00021369744,0.0000031527693,0.00070114445,0.00010078876,0.000103275954],"category_scores_gemma":[0.00066838134,0.00011010982,0.00016798775,0.00019101948,0.0006027705,0.000063587875,0.0003185678,0.00017070092,0.0000017746971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004175417,0.00015714807,0.3539934,0.00035915736,0.00030566994,0.0012013564,0.000027389842,0.000009309822,0.23913722,0.0003029493,0.40391335,0.00017553997],"study_design_scores_gemma":[0.0014649181,0.000020017053,0.2168604,0.0025048323,0.00015402336,0.0006402292,0.00017908242,7.021965e-7,0.089885645,0.00018040476,0.687572,0.000537771],"about_ca_topic_score_codex":0.055704,"about_ca_topic_score_gemma":0.3509492,"teacher_disagreement_score":0.2952452,"about_ca_system_score_codex":0.00014101129,"about_ca_system_score_gemma":0.0033868176,"threshold_uncertainty_score":0.9505842},"labels":[],"label_agreement":null},{"id":"W2792361736","doi":"10.14745/ccdr.v43i11a02","title":"Enhancing antimicrobial stewardship by strengthening the veterinary drug regulatory framework","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Health Canada","funders":"","keywords":"Antimicrobial stewardship; Antimicrobial; Veterinary Drugs; Business; Veterinary drug; Stewardship (theology); Antimicrobial drug; Antibiotic resistance; Public health; Veterinary medicine; Biotechnology; Medicine; Antibiotics; Political science; Nursing; Biology; Microbiology","score_opus":0.011861212434996627,"score_gpt":0.2436629561809784,"score_spread":0.23180174374598178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792361736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98394346,0.010465698,0.000056817953,0.0021725185,0.0011640739,0.00019735165,0.00009611304,0.00005317572,0.001850785],"genre_scores_gemma":[0.9904737,0.00021809728,0.000068855305,0.00047948433,0.00005009424,0.0000073251367,0.00014026322,0.000030342511,0.008531842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983986,0.0002528198,0.00044383487,0.00032570367,0.00010356583,0.00047548814],"domain_scores_gemma":[0.99550915,0.00025585166,0.000489022,0.0035728393,0.00007434245,0.000098790115],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00047477413,0.00022908935,0.00031444366,0.00001802981,0.0028334153,0.000093812945,0.0014077796,0.00012515951,0.0001433628],"category_scores_gemma":[0.00047797748,0.00017698854,0.00011770152,0.000037127513,0.0005783402,0.00011517493,0.00058373355,0.00062153157,0.000013597301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008205825,0.0004578367,0.06763055,0.0004775921,0.001481816,0.0057378523,0.00078560767,0.000053927317,0.17326392,0.0015433,0.74450743,0.0032395853],"study_design_scores_gemma":[0.0010262387,0.00004483279,0.10375978,0.001687704,0.00035075744,0.0005240925,0.001507746,0.000012069893,0.055116653,0.00027507028,0.83460563,0.001089406],"about_ca_topic_score_codex":0.1270402,"about_ca_topic_score_gemma":0.09155886,"teacher_disagreement_score":0.11814728,"about_ca_system_score_codex":0.0001269682,"about_ca_system_score_gemma":0.0012654538,"threshold_uncertainty_score":0.99846476},"labels":[],"label_agreement":null},{"id":"W2792745806","doi":"10.1093/jac/dkx528","title":"Are infection specialists recommending short antibiotic treatment durations? An ESCMID international cross-sectional survey","year":2017,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Family medicine; Antibiotic Stewardship; Cross-sectional study; Medical prescription; Antibiotic therapy; Antimicrobial stewardship; Duration (music); Clinical Practice; Antibiotics; Pediatrics; Antibiotic resistance; Nursing; Pathology","score_opus":0.06485692115103071,"score_gpt":0.358621901978026,"score_spread":0.2937649808269953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792745806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99314326,0.00006891786,0.00028548483,0.0005154738,0.00534097,0.00011115708,0.000071518225,0.000019388048,0.00044385518],"genre_scores_gemma":[0.9965967,0.0009880298,0.00019088721,0.00023865406,0.0007386892,2.4760814e-7,0.00007808182,0.00002538462,0.00114333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870104,0.00014091213,0.0005942042,0.00024899267,0.00007539943,0.0002394745],"domain_scores_gemma":[0.9981134,0.00005060331,0.0011162875,0.00031681056,0.00036073758,0.000042172673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000526792,0.00021560927,0.00037680104,0.00017286533,0.0007844108,0.00033291642,0.00040865812,0.0002197395,0.00040583158],"category_scores_gemma":[0.00010798382,0.00017751902,0.00023611833,0.00005094491,0.00025920928,0.00062023214,0.00003015254,0.00025844836,0.00004044478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006702365,0.00048366582,0.8083985,0.0000064795254,0.00038421043,0.000022013965,0.000063995765,0.000016399808,0.18702783,0.000019373068,0.0016325881,0.0012747246],"study_design_scores_gemma":[0.001740704,0.00019766377,0.8540282,0.000062017345,0.000016320239,0.0004197653,0.000011027986,0.000003405904,0.13560747,0.000011259915,0.0077395574,0.00016259881],"about_ca_topic_score_codex":0.00018082089,"about_ca_topic_score_gemma":0.0005038402,"teacher_disagreement_score":0.051420357,"about_ca_system_score_codex":0.00021705139,"about_ca_system_score_gemma":0.000092298076,"threshold_uncertainty_score":0.7239015},"labels":[],"label_agreement":null},{"id":"W2792805107","doi":"10.1017/ice.2017.292","title":"Canadian Pediatric Antimicrobial Stewardship Programs: Current Resources and Implementation Characteristics","year":2018,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health; Western University; Hospital for Sick Children; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Accreditation; Stewardship (theology); Business; Medicine; Family medicine; Environmental health; Medical education; Political science; Antibiotic resistance; Antibiotics; Microbiology","score_opus":0.011711233160953526,"score_gpt":0.2770839744874712,"score_spread":0.26537274132651767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792805107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99243593,0.0032720938,0.00038351142,0.001690908,0.0016749521,0.0003402384,0.00006765996,0.000050857692,0.000083832965],"genre_scores_gemma":[0.9969848,0.0017894105,0.000026293237,0.0005125909,0.00051303126,0.000011789645,0.00008727224,0.000009940704,0.00006490546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985303,0.0002991293,0.00038135608,0.0003301268,0.000014201511,0.00044484588],"domain_scores_gemma":[0.99933696,0.00017912188,0.0002018846,0.00010233979,0.0000982048,0.000081488804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051693607,0.00016643836,0.0003642959,0.00013662226,0.00038467647,0.000018204744,0.000049975162,0.0002271379,0.000061732935],"category_scores_gemma":[0.00017869862,0.00013974869,0.000049128343,0.00007850928,0.00036395947,0.000075015094,0.00002776562,0.00020910743,0.000072311756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046767604,0.000042578802,0.9354926,0.000039307688,0.00006150558,0.0000011823071,0.000262676,4.763458e-8,0.00038115715,0.00072808156,0.0021447386,0.06079938],"study_design_scores_gemma":[0.0012104447,0.00079727964,0.9139571,0.00001924352,0.00010217506,0.00003214046,0.00005028143,0.000009700661,0.0000611551,0.00023079319,0.08332932,0.0002003644],"about_ca_topic_score_codex":0.026066165,"about_ca_topic_score_gemma":0.027996391,"teacher_disagreement_score":0.08118458,"about_ca_system_score_codex":0.000039243063,"about_ca_system_score_gemma":0.000069587775,"threshold_uncertainty_score":0.98974013},"labels":[],"label_agreement":null},{"id":"W2793067800","doi":"10.1093/ofid/ofu052.192","title":"326Antimicrobial co-resistance patterns of gram-negative bacilli isolated from bloodstream infections: a longitudinal epidemiological study from 2002-2011","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver General Hospital; Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Medicine; Gram; Epidemiology; Microbiology; Bacilli; Bloodstream infection; Gram-Positive Cocci; Gram-positive bacterial infections; Intensive care medicine; Internal medicine; Biology; Antibiotics; Bacteria; Staphylococcus aureus","score_opus":0.014601424538103557,"score_gpt":0.2721831166101526,"score_spread":0.25758169207204906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793067800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900507,0.0009476881,0.002109363,0.00012347418,0.00066261704,0.0011528258,0.0027810028,0.00015457961,0.0020177616],"genre_scores_gemma":[0.9976869,0.00015106241,0.00004849031,0.00023456787,0.00006802544,0.000057613972,0.0006193513,0.000034858396,0.0010990865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967258,0.0009826797,0.0007675006,0.0008682645,0.00007757213,0.00057817],"domain_scores_gemma":[0.997327,0.001176469,0.00056106434,0.0006754529,0.00016542013,0.00009456988],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023759584,0.00047125458,0.0010996207,0.0001115189,0.00056320796,0.00007877997,0.0006210047,0.00033447766,0.00463082],"category_scores_gemma":[0.0004767359,0.0003765688,0.00029218328,0.00017186083,0.00041142598,0.00027088344,0.00036025944,0.0003792229,0.0008645333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053170073,0.0040157386,0.981021,0.000019268033,0.0012720206,0.000012773092,0.00017322939,0.000012841069,0.0033554402,0.00025339334,0.008875526,0.0004571017],"study_design_scores_gemma":[0.006421633,0.0017842511,0.97823113,0.00028965558,0.00078759715,0.000009834178,0.00089877646,0.000013091606,0.005447861,0.0025055553,0.0029043045,0.0007062891],"about_ca_topic_score_codex":0.018357433,"about_ca_topic_score_gemma":0.0115044955,"teacher_disagreement_score":0.007636256,"about_ca_system_score_codex":0.000060220547,"about_ca_system_score_gemma":0.00008539153,"threshold_uncertainty_score":0.9999134},"labels":[],"label_agreement":null},{"id":"W2793312476","doi":"10.14745/ccdr.v42i11a02","title":"Antimicrobial use and antimicrobial resistance trends in Canada: 2014","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Antibiotic resistance; Antimicrobial; Tuberculosis; Environmental health; Medicine; Disease surveillance; Antibiotics; Disease; Biology; Microbiology; Pathology","score_opus":0.01062495415047473,"score_gpt":0.20391341270197236,"score_spread":0.19328845855149762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793312476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98914206,0.0045053605,0.000011917719,0.0041989433,0.000576728,0.00013892064,0.00044915357,0.000028051056,0.0009488511],"genre_scores_gemma":[0.9809798,0.0008261984,0.000041317842,0.0006695647,0.000015493071,0.000003910892,0.00016165366,0.000026313939,0.017275773],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99810535,0.0002063342,0.00055343396,0.0004497453,0.00008581789,0.0005992922],"domain_scores_gemma":[0.99817044,0.00020346705,0.00021682006,0.0011747367,0.000089430636,0.00014511743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018118505,0.0002590587,0.00044979563,0.000092658,0.00025655603,0.000022916724,0.00038480895,0.00010027195,0.00022277607],"category_scores_gemma":[0.00014494102,0.00020138909,0.000056395485,0.00017633919,0.00027823067,0.00016490067,0.00021640383,0.0002352075,0.0000053244194],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004017337,0.00008079761,0.342006,0.00007124953,0.00012542767,0.004236997,0.000015950134,0.0000041879093,0.023195222,0.00016285057,0.6287258,0.00097378064],"study_design_scores_gemma":[0.001801621,0.000007594056,0.60141927,0.0006131329,0.00007457648,0.00028955692,0.000057257115,0.0000013988134,0.0060328036,0.000012821979,0.38908994,0.0006000453],"about_ca_topic_score_codex":0.99445397,"about_ca_topic_score_gemma":0.9998547,"teacher_disagreement_score":0.25941324,"about_ca_system_score_codex":0.0007446633,"about_ca_system_score_gemma":0.0060388763,"threshold_uncertainty_score":0.99959594},"labels":[],"label_agreement":null},{"id":"W2793568353","doi":"10.1016/s0929-693x(18)30038-1","title":"Antibio-gouvernance en néonatalogie","year":2017,"lang":"fr","type":"article","venue":"Archives de Pédiatrie","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Antibiotics; Intensive care medicine; Population; Biology; Microbiology; Environmental health","score_opus":0.010068960368393932,"score_gpt":0.26001122062563026,"score_spread":0.24994226025723632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793568353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63040763,0.26148582,0.0029895569,0.020883843,0.008878368,0.00043987337,0.00073797617,0.00013924457,0.074037686],"genre_scores_gemma":[0.8331167,0.04542755,0.0014762708,0.00038011692,0.00055060553,0.0000018084113,0.00003549745,0.00003537206,0.118976064],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977512,0.00035781018,0.00033030292,0.00053350814,0.00004922157,0.0009779766],"domain_scores_gemma":[0.99779606,0.0005500897,0.00037222175,0.0011689023,0.000019729663,0.00009301537],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024524648,0.00032408707,0.00042254946,0.00006474918,0.0012528512,0.00010327579,0.0012785054,0.0004644484,0.0005326793],"category_scores_gemma":[0.00044027873,0.00031757125,0.00026456936,0.000038537728,0.002143453,0.00017217852,0.0005424457,0.00072786416,0.0017391428],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009287487,0.00093211175,0.40948656,0.001106685,0.0014563802,0.0015998303,0.0050597964,0.000024150237,0.082050465,0.1396997,0.059753798,0.29790178],"study_design_scores_gemma":[0.0013845422,0.00017805657,0.39722228,0.0004112722,0.00018192164,0.00016844158,0.0001909962,0.00003618233,0.01946089,0.00884145,0.5714361,0.00048785444],"about_ca_topic_score_codex":0.00052440446,"about_ca_topic_score_gemma":0.00017379552,"teacher_disagreement_score":0.51168233,"about_ca_system_score_codex":0.00004719639,"about_ca_system_score_gemma":0.00033803497,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W2794453145","doi":"10.1093/pch/11.3.169","title":"Antimicrobial products in the home: The evolving problem of antibiotic resistance","year":2006,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Antibiotics; Medicine; Intensive care medicine; Microbiology; Biology","score_opus":0.006677681061870644,"score_gpt":0.21728551678825175,"score_spread":0.21060783572638112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794453145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6680833,0.22163223,0.00021062052,0.091632314,0.0015864292,0.0031550478,0.00015781527,0.00012886885,0.013413396],"genre_scores_gemma":[0.9956078,0.0021827864,0.00044042172,0.00086165516,0.00023333421,0.0000021938058,0.0000480925,0.000018051991,0.00060567615],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978953,0.00045324847,0.000618194,0.00035443017,0.000096307886,0.00058254175],"domain_scores_gemma":[0.9987616,0.00023598445,0.00040936988,0.0004911992,0.000089067194,0.000012769347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013687006,0.00018746102,0.0003509773,0.0001291171,0.0004844919,0.000020218224,0.0005222414,0.00014660708,0.000011090063],"category_scores_gemma":[0.00006399794,0.00010791975,0.00008065702,0.00091957714,0.00027710467,0.00006255273,0.000060513925,0.0005663286,0.000039102022],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004038825,0.0027396216,0.3141741,0.004333372,0.00014537053,0.000037208654,0.009034823,0.000116155476,0.0138950795,0.0576094,0.59503067,0.0024803483],"study_design_scores_gemma":[0.0028743867,0.00022984759,0.9287311,0.0007845713,0.00009796394,0.00010465885,0.0010017059,0.0000038151015,0.006078514,0.0019222519,0.057552293,0.0006188906],"about_ca_topic_score_codex":0.00064953405,"about_ca_topic_score_gemma":0.0010836979,"teacher_disagreement_score":0.614557,"about_ca_system_score_codex":0.000053418808,"about_ca_system_score_gemma":0.00027213874,"threshold_uncertainty_score":0.44008395},"labels":[],"label_agreement":null},{"id":"W2794556088","doi":"10.4103/jpi.jpi_77_17","title":"Implementation of a Mobile Clinical Decision Support Application to Augment Local Antimicrobial Stewardship","year":2018,"lang":"en","type":"article","venue":"Journal of Pathology Informatics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Antimicrobial stewardship; Workflow; Leverage (statistics); Quality (philosophy); Mobile technology; Clinical decision support system; Mobile device; Process management; Knowledge management; Computer science; Decision support system; Medicine; Business; World Wide Web; Database","score_opus":0.01271102975197548,"score_gpt":0.34398260608663583,"score_spread":0.33127157633466037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794556088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7574788,0.00003754699,0.24131483,0.00006300245,0.00079027284,0.00018817966,0.00001770962,0.0000057279367,0.000103942184],"genre_scores_gemma":[0.9893725,0.00007945479,0.009836067,0.00055675115,0.000093851595,0.000001797715,0.000014334453,0.000006472345,0.00003874894],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99780345,0.00009622836,0.0017511407,0.00007264296,0.000072889605,0.00020362726],"domain_scores_gemma":[0.9981393,0.000110941306,0.0011021467,0.00020067452,0.00040653255,0.000040372277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012871535,0.000106545886,0.00040065043,0.00017206304,0.00007237618,0.000005715256,0.00024390724,0.00023598509,0.00016968034],"category_scores_gemma":[0.00005218377,0.000081612096,0.00013229989,0.00012486834,0.0003424632,0.00012638744,0.00007981059,0.00022334896,0.00028560232],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024599596,0.0010913056,0.05506154,0.00024791778,0.00058221817,0.000062577354,0.018061256,0.00019218797,0.1909778,0.00072626054,0.084537275,0.6459997],"study_design_scores_gemma":[0.014307147,0.026294889,0.115835674,0.000506519,0.00068160665,0.0051875715,0.03287176,0.00010707341,0.67995566,0.0005140771,0.12295844,0.0007796066],"about_ca_topic_score_codex":0.0000044058806,"about_ca_topic_score_gemma":0.00002204903,"teacher_disagreement_score":0.6452201,"about_ca_system_score_codex":0.00003785533,"about_ca_system_score_gemma":0.00018039622,"threshold_uncertainty_score":0.36709353},"labels":[],"label_agreement":null},{"id":"W2794816350","doi":"10.1101/292243","title":"Trends in outpatient antibiotic prescribing practice among US older adults, 2011-2015: an observational study","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Azithromycin; Observational study; Medical prescription; Levofloxacin; Antibiotics; Drug Utilization Review; Medical diagnosis; Emergency medicine; Internal medicine","score_opus":0.033107778359644735,"score_gpt":0.2681782159765435,"score_spread":0.23507043761689878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794816350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926985,0.0025057443,0.000085959466,0.00014285686,0.00286127,0.0012189364,0.00018990267,0.0002624234,0.000034397468],"genre_scores_gemma":[0.99832374,0.00011264254,0.00081842614,0.00016258529,0.00028004704,0.000048813792,0.000009695018,0.00012589975,0.0001181624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953165,0.0008651227,0.0010338566,0.0016870224,0.00023330541,0.00086419954],"domain_scores_gemma":[0.9964166,0.00014673083,0.0008742361,0.0016751868,0.00076424866,0.00012296144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011593137,0.000753143,0.0008574227,0.0006185867,0.0003033403,0.00013671622,0.000849159,0.0011949628,0.00047746737],"category_scores_gemma":[0.00033067257,0.0007460478,0.00016323755,0.0004859839,0.00037598508,0.000548535,0.0006168463,0.0014650463,0.00030295222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005787697,0.0058348193,0.9509069,0.00033496064,0.00079376117,0.00018038161,0.00057175173,0.00004523558,0.037718482,0.00011117623,0.0029083544,0.000015455102],"study_design_scores_gemma":[0.0019968532,0.00045233517,0.98117936,0.0009853349,0.00025538245,6.805966e-8,0.00017168306,0.00006482864,0.012328998,2.802415e-7,0.0017391669,0.00082572363],"about_ca_topic_score_codex":0.0013234235,"about_ca_topic_score_gemma":0.00020587482,"teacher_disagreement_score":0.030272493,"about_ca_system_score_codex":0.00027997233,"about_ca_system_score_gemma":0.00038881184,"threshold_uncertainty_score":0.9994991},"labels":[],"label_agreement":null},{"id":"W2795088059","doi":"10.4103/atm.atm_236_17","title":"Duration of antibiotic therapy for critically ill patients with bloodstream infections: A retrospective observational in Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"Annals of Thoracic Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Critically ill; Observational study; Antibiotics; Antibiotic therapy; Retrospective cohort study; Intensive care medicine; Pediatrics; Emergency medicine; Internal medicine; Microbiology","score_opus":0.04235951920609623,"score_gpt":0.34873515138421424,"score_spread":0.30637563217811803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795088059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949138,0.0007726008,0.00097521284,0.0023523301,0.00017828225,0.0004226831,0.000041368257,0.000011613797,0.00033207034],"genre_scores_gemma":[0.9980939,0.00027587306,0.00042539474,0.0008628227,0.000057975594,0.0000039514484,0.000105868654,0.000009291297,0.00016493764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990582,0.00007591143,0.00042067422,0.00019429786,0.00007303361,0.00017788031],"domain_scores_gemma":[0.9969974,0.00018337238,0.0002411088,0.00017109184,0.0023915176,0.00001551816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003373723,0.00011419485,0.00034848513,0.00013046358,0.000069517926,0.0000015344533,0.00008679901,0.00012131576,0.00011199459],"category_scores_gemma":[0.0011635307,0.00007694307,0.000041387022,0.0002605887,0.0007063958,0.000079747915,0.000010631578,0.00008989806,0.000004559341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020831155,0.0013983134,0.9148173,0.000229293,0.00032260356,8.995514e-7,0.0007507583,0.0000010641302,0.072272636,0.0016168107,0.0021773456,0.0043298663],"study_design_scores_gemma":[0.0014328399,0.0042032553,0.82348704,0.000750186,0.000033777575,0.0000018201791,0.00017068976,0.0000036205408,0.16846333,0.000988759,0.0003737176,0.00009093585],"about_ca_topic_score_codex":0.00008445431,"about_ca_topic_score_gemma":0.00008704126,"teacher_disagreement_score":0.096190706,"about_ca_system_score_codex":0.000008697019,"about_ca_system_score_gemma":0.000051962314,"threshold_uncertainty_score":0.31376475},"labels":[],"label_agreement":null},{"id":"W2795684980","doi":"10.1093/jac/dky098","title":"Defensive medicine among antibiotic stewards: the international ESCMID AntibioLegalMap survey","year":2018,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medical prescription; Malpractice; Liability; Family medicine; Logistic regression; Medicine; Defensive medicine; Psychology; Internal medicine; Nursing; Law; Medical malpractice","score_opus":0.01394675452384966,"score_gpt":0.2555123523027184,"score_spread":0.24156559777886874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795684980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865858,0.0009275593,0.00037583325,0.0055535706,0.004707419,0.00015206,0.00002451545,0.000021196149,0.0016520695],"genre_scores_gemma":[0.99302334,0.0011702396,0.00012800736,0.0031440055,0.0008410038,6.447902e-8,0.000019456756,0.000031034666,0.0016428642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99831843,0.00024391535,0.0007187407,0.00023799337,0.00012758929,0.00035331034],"domain_scores_gemma":[0.99778354,0.00021428197,0.0007885679,0.00030719693,0.0008679948,0.000038405084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00117148,0.00025374687,0.0005203461,0.00017874248,0.0002695793,0.000041629886,0.0008588397,0.00023933609,0.00079283083],"category_scores_gemma":[0.00020245946,0.00014592832,0.00021133765,0.00026375116,0.0016490744,0.00016603028,0.0000613125,0.00047411548,0.0001333591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088240457,0.00015264374,0.041980464,0.000012867884,0.00074180844,0.00002031042,0.0008370404,0.0000015165514,0.7268514,0.000059032245,0.22751649,0.0009440119],"study_design_scores_gemma":[0.0044747926,0.0007772243,0.21059647,0.00063545816,0.00010023737,0.00069953955,0.00058675173,0.0000043429145,0.7204861,0.000042014286,0.06126513,0.00033194965],"about_ca_topic_score_codex":0.00023898605,"about_ca_topic_score_gemma":0.00019445781,"teacher_disagreement_score":0.168616,"about_ca_system_score_codex":0.00003980733,"about_ca_system_score_gemma":0.0001311424,"threshold_uncertainty_score":0.8680942},"labels":[],"label_agreement":null},{"id":"W2796087561","doi":"10.4212/cjhp.v71i1.1730","title":"Funding for Antimicrobial Stewardship Programs: A Customizable Business Case Template","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Saskatchewan; Sunnybrook Health Science Centre; BC Centre for Disease Control; Health Sciences Centre; University Health Network; Ottawa Hospital; University of Manitoba; University of Calgary; Vancouver General Hospital; Children's Hospital of Eastern Ontario; Nova Scotia Health Authority; Alberta Health Services","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Business; Process management; Knowledge management; Engineering management; Business administration; Computer science; Political science; Engineering; Chemistry; Antibiotic resistance; Antibiotics","score_opus":0.03172780969552896,"score_gpt":0.279524568062731,"score_spread":0.24779675836720205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796087561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903629,0.0016524935,0.00025975215,0.0028277854,0.0040050824,0.00039151535,0.000043592845,0.00001223396,0.0004446488],"genre_scores_gemma":[0.9977489,0.000027734886,0.00018644489,0.00028081847,0.0005382016,0.0000020118866,0.000007699085,0.000023699764,0.0011844808],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988914,0.000072165596,0.0003310677,0.00012981317,0.000030800504,0.00054472045],"domain_scores_gemma":[0.9988785,0.00005793755,0.0002684255,0.000146533,0.0005225882,0.00012603785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004922445,0.00015333737,0.00023808095,0.0001306888,0.0009552306,0.000088890076,0.00036273384,0.00007899822,0.00014465752],"category_scores_gemma":[0.00008049223,0.000102537284,0.00013054696,0.00021533475,0.00061341753,0.00017757733,0.000019434026,0.00027711526,0.00008599672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035342358,0.00087491283,0.025246834,0.0007138992,0.0046796515,0.011357321,0.017528486,0.000045159974,0.20672147,0.0024920818,0.68139184,0.045414086],"study_design_scores_gemma":[0.012356185,0.0022132765,0.0015734708,0.00095205056,0.0009678363,0.02915204,0.0022477263,0.000031888536,0.122170515,0.00066417584,0.82658786,0.0010830035],"about_ca_topic_score_codex":0.00805279,"about_ca_topic_score_gemma":0.018518448,"teacher_disagreement_score":0.14519598,"about_ca_system_score_codex":0.00009412024,"about_ca_system_score_gemma":0.00093534216,"threshold_uncertainty_score":0.999391},"labels":[],"label_agreement":null},{"id":"W2799574777","doi":"10.1016/j.cmi.2018.03.029","title":"Decision-support models for empiric antibiotic selection in Gram-negative bloodstream infections","year":2018,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Toronto General Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Gram; Bloodstream infection; Antibiotics; Selection (genetic algorithm); Intensive care medicine; Medicine; Gram-negative bacterial infections; Gram-negative bacteria; Microbiology; Biology; Computer science; Bacteria; Artificial intelligence; Genetics","score_opus":0.032027318666196375,"score_gpt":0.3425639379602741,"score_spread":0.3105366192940777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799574777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97995627,0.00023918536,0.01616764,0.00011988974,0.0021982181,0.00053159276,0.00003599039,0.00009774533,0.000653453],"genre_scores_gemma":[0.99754745,0.0005757345,0.00061340345,0.0003680953,0.00019295007,0.00001269476,0.00007213165,0.000017224971,0.0006002908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802744,0.00027884438,0.0006893011,0.00059399265,0.0000099304125,0.00040049214],"domain_scores_gemma":[0.9985269,0.00090696226,0.0002057107,0.00014391194,0.00018050436,0.000036060366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069392915,0.00021838397,0.00045029641,0.00022325353,0.00041266586,0.000014797168,0.00007952254,0.00088625494,0.00014669745],"category_scores_gemma":[0.0004830305,0.00018571515,0.00015911732,0.00031649368,0.0009956483,0.00016923505,0.000059728733,0.00044685695,0.00021778692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014600034,0.002944134,0.72251785,0.00010828921,0.00067524216,0.0000028090847,0.0004356168,0.00005421409,0.19244437,0.0036303806,0.018220227,0.057506856],"study_design_scores_gemma":[0.025355296,0.026520515,0.6413444,0.0008067772,0.00085250486,0.0014958266,0.0003612184,0.0012109685,0.14675827,0.036300626,0.11668677,0.002306782],"about_ca_topic_score_codex":0.00015221715,"about_ca_topic_score_gemma":0.0018683133,"teacher_disagreement_score":0.098466545,"about_ca_system_score_codex":0.00003889877,"about_ca_system_score_gemma":0.00008816635,"threshold_uncertainty_score":0.7573244},"labels":[],"label_agreement":null},{"id":"W2801717084","doi":"10.1186/s13104-018-3279-8","title":"Identifying non-traditional stakeholders with whom to engage, when mitigating antimicrobial resistance in foodborne pathogens (Canada)","year":2018,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Food security; Work (physics); Public health; Resistance (ecology); One Health; Agriculture; Food chain; Business; Public relations; Political science; Medicine; Geography; Engineering","score_opus":0.1981785440805231,"score_gpt":0.3289684723049161,"score_spread":0.130789928224393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801717084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930781,0.0004842223,0.0025312875,0.0009898808,0.00026219524,0.0004811412,0.00014986735,0.00002986493,0.0019934357],"genre_scores_gemma":[0.9883995,0.000013680006,0.009429277,0.00019885384,0.00013858646,0.000016782362,0.000059643957,0.0000317925,0.0017118776],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974169,0.00047457698,0.00034083368,0.00058992696,0.00024292982,0.00093481364],"domain_scores_gemma":[0.9982406,0.00090674224,0.000075681746,0.00038164685,0.0003147303,0.00008062823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012675829,0.00019179108,0.0002863546,0.00025760062,0.0009533924,0.00009463975,0.00041758543,0.00015559132,0.00021769149],"category_scores_gemma":[0.00074161554,0.00017044587,0.000044159933,0.00053005456,0.00087999896,0.00013154912,0.00012410659,0.000702405,0.00014766838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010875161,0.00023433066,0.073172726,0.00038227634,0.00014091928,0.00017115744,0.0047871373,0.000016873035,0.87539333,0.0023469669,0.041987497,0.00027926272],"study_design_scores_gemma":[0.003332533,0.00062368676,0.44975835,0.0030828083,0.000022491748,0.000039962808,0.0045880885,0.000015185658,0.52413887,0.0015828123,0.01193462,0.0008806125],"about_ca_topic_score_codex":0.02264903,"about_ca_topic_score_gemma":0.7429953,"teacher_disagreement_score":0.7203463,"about_ca_system_score_codex":0.00016710504,"about_ca_system_score_gemma":0.0011568336,"threshold_uncertainty_score":0.98385924},"labels":[],"label_agreement":null},{"id":"W2801753006","doi":"10.3138/jammi.3.1.07","title":"Surveillance of antimicrobial use in Québec acute-care hospitals: A survey","year":2018,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; McGill University; Montreal Children's Hospital; Institut National de Santé Publique du Québec; Université de Montréal; Université Laval","funders":"","keywords":"Medicine; Antimicrobial; Acute care; Medical emergency; Health care; Political science; Microbiology","score_opus":0.0036635536813421467,"score_gpt":0.20941577221605095,"score_spread":0.20575221853470882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801753006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951296,0.0018528315,0.000007941794,0.0013644459,0.0012760616,0.00007919832,0.00026407893,0.0000023000998,0.000023543293],"genre_scores_gemma":[0.99894017,0.00039259752,0.000002729082,0.00044782975,0.000041525884,2.692422e-7,0.000016968826,0.0000055237115,0.00015236293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983853,0.0006575092,0.00056840904,0.000114209775,0.00008252601,0.00019201795],"domain_scores_gemma":[0.99788415,0.00057222886,0.00088986097,0.0001249706,0.00047780838,0.000050950875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081079133,0.00010596543,0.00041613315,0.00006599244,0.00008582959,0.000004187004,0.00025768962,0.00026435533,0.00007866323],"category_scores_gemma":[0.0023844643,0.00007181955,0.00009819292,0.00015861631,0.000400023,0.00005022141,0.00007642052,0.00031788863,0.0000010068912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002424513,0.000074925294,0.9644431,0.000037357975,0.00033607442,0.000006391631,0.000116320894,0.0000013355436,0.013943302,0.000022428068,0.020617371,0.00015896966],"study_design_scores_gemma":[0.0015335628,0.00012391407,0.9879464,0.00018032372,0.00006518732,0.000040117164,0.00005744163,5.4830593e-7,0.0054022884,0.000007249055,0.004556824,0.00008613855],"about_ca_topic_score_codex":0.28391716,"about_ca_topic_score_gemma":0.9062669,"teacher_disagreement_score":0.6223498,"about_ca_system_score_codex":0.0002426319,"about_ca_system_score_gemma":0.002355123,"threshold_uncertainty_score":0.7208513},"labels":[],"label_agreement":null},{"id":"W2802686546","doi":"10.1186/s13756-018-0354-9","title":"The social biography of antibiotic use in smallholder dairy farms in India","year":2018,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Guru Angad Dev Veterinary and Animal Sciences University; International Development Research Centre","keywords":"Medicine; Medical microbiology; Antibiotics; Biography; Veterinary medicine; Biotechnology; Biology; Microbiology; Virology; Law; Political science","score_opus":0.00836698765523666,"score_gpt":0.2330228778984072,"score_spread":0.22465589024317054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802686546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969842,0.0009860197,0.00013565329,0.0003014203,0.0005058684,0.00028999068,0.000024752608,0.000021453496,0.0007506782],"genre_scores_gemma":[0.99809027,0.0010695691,0.000013257126,0.00030515547,0.000059260437,0.000002367666,0.000007846585,0.000012453696,0.00043979858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986617,0.00019795266,0.00044055164,0.00028654689,0.000036022902,0.00037725637],"domain_scores_gemma":[0.99934846,0.00018928855,0.00018877939,0.00016623671,0.0000937578,0.000013458817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035682594,0.00016724183,0.00032912547,0.0002527123,0.00036204426,0.000039583934,0.00011194086,0.0002596991,0.000017260085],"category_scores_gemma":[0.000079820486,0.00012643506,0.0000990972,0.0004946496,0.0009472658,0.00017125269,0.000030698833,0.00025404064,0.000019248015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013312222,0.00024390298,0.6400811,0.000087501525,0.00014855071,0.0000076182373,0.00057270937,8.2745805e-7,0.34892097,0.0030769487,0.0037682748,0.0017603552],"study_design_scores_gemma":[0.0031337843,0.00009925629,0.95338976,0.00020583718,0.000029385015,0.000005065874,0.00009378609,0.0000023254775,0.032189723,0.00007527232,0.01059401,0.00018179395],"about_ca_topic_score_codex":0.00056246965,"about_ca_topic_score_gemma":0.0071860533,"teacher_disagreement_score":0.31673124,"about_ca_system_score_codex":0.000022729966,"about_ca_system_score_gemma":0.00004599655,"threshold_uncertainty_score":0.51558715},"labels":[],"label_agreement":null},{"id":"W2804240234","doi":"10.1093/ofid/ofy110","title":"Evaluating Antimicrobial Use and Spectrum of Activity in Ontario Hospitals: Feasibility of a Multicentered Point Prevalence Study","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Toronto East General Hospital; Ottawa Hospital; University of Toronto; Public Health Ontario","funders":"","keywords":"Antimicrobial stewardship; Medicine; Benchmarking; Health care; Public health; Antibiotic resistance; Family medicine; Medical emergency; Nursing; Antibiotics; Business","score_opus":0.04183590990161293,"score_gpt":0.33089914146055716,"score_spread":0.2890632315589442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804240234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979329,0.00012993794,0.000014196584,0.000027293505,0.00019152943,0.001422356,0.00007162315,0.000014154484,0.00019602598],"genre_scores_gemma":[0.9996824,0.000017242262,0.000030172863,0.000020381927,0.0000043059413,0.0000072508396,0.000005553386,0.00000937129,0.00022329728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986685,0.00030955326,0.000339603,0.00038358386,0.000044299464,0.00025446038],"domain_scores_gemma":[0.9991067,0.00013554908,0.00027601147,0.0003579037,0.00009890584,0.000024933148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030996112,0.00015485195,0.00040890594,0.00007299384,0.00013079385,0.00003265713,0.00021119537,0.0000774935,0.00018622878],"category_scores_gemma":[0.00027166362,0.00013481262,0.00006386535,0.00010816432,0.0004268822,0.0003728506,0.00039777608,0.00013472809,0.000007742092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009848919,0.0027945617,0.96392274,0.00009335801,0.00012005215,0.000002406357,0.000953993,0.0000017454845,0.030806461,0.000022838507,0.000045309698,0.00025162598],"study_design_scores_gemma":[0.0032584704,0.0019465362,0.9717402,0.00023774328,0.000112308866,0.0000053180647,0.00034444913,0.0000071110494,0.022111509,0.00009598535,0.000003674782,0.00013673327],"about_ca_topic_score_codex":0.06714048,"about_ca_topic_score_gemma":0.2381162,"teacher_disagreement_score":0.17097573,"about_ca_system_score_codex":0.00009027753,"about_ca_system_score_gemma":0.00017310542,"threshold_uncertainty_score":0.93907154},"labels":[],"label_agreement":null},{"id":"W2804782486","doi":"10.1111/tid.12915","title":"Training in transplant infectious diseases: A survey of infectious diseases and transplant infectious diseases fellows in the United States and Canada","year":2018,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Infectious disease (medical specialty); Family medicine; Transplantation; Phone; Gerontology; Disease; Internal medicine","score_opus":0.00967250807133831,"score_gpt":0.21869731574461437,"score_spread":0.20902480767327605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804782486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838782,0.0053974837,0.00020456038,0.000106019404,0.00061525125,0.0011239881,0.008266107,0.00020111936,0.0002072711],"genre_scores_gemma":[0.9894094,0.0074454844,7.556228e-7,0.00056354224,0.000070520044,0.000098186974,0.0023073445,0.00007078304,0.000034010285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532044,0.0013571199,0.001023312,0.0009546859,0.00025437318,0.0010900737],"domain_scores_gemma":[0.9972076,0.0014466405,0.00028427783,0.0005358578,0.00015782118,0.0003678057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043712155,0.00081058545,0.0011034317,0.0006991401,0.000570122,0.0000833361,0.0003471566,0.00029487154,0.00009156516],"category_scores_gemma":[0.00013696398,0.0006462405,0.00018561358,0.0010253654,0.0012382838,0.000255189,0.000035172747,0.000641378,0.0000086347245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015202835,0.0010761797,0.9876746,0.0008275428,0.00039794226,0.0005517268,0.0062892716,0.0002962192,0.0003378954,0.0002562611,0.0001376569,0.0006344268],"study_design_scores_gemma":[0.0063625607,0.00063479616,0.98807186,0.00087826967,0.0009857428,0.00031977205,0.0006211801,0.00021994737,0.000085033935,0.0005330944,0.00040385756,0.00088386075],"about_ca_topic_score_codex":0.4533449,"about_ca_topic_score_gemma":0.8253374,"teacher_disagreement_score":0.37199253,"about_ca_system_score_codex":0.00016218427,"about_ca_system_score_gemma":0.0009550065,"threshold_uncertainty_score":0.99959886},"labels":[],"label_agreement":null},{"id":"W2805161434","doi":"10.5430/jha.v7n4p36","title":"Antibiotic prescribing practices for hospitalised children with suspected bacterial infections in a paediatric hospital in Nigeria","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cloxacillin; Antibiotics; Pediatrics; Sepsis; Demographics; Gentamicin; Respiratory tract infections; Ampicillin; Retrospective cohort study; Medical prescription; Emergency medicine; Internal medicine; Respiratory system","score_opus":0.007358587948325132,"score_gpt":0.24824266123527436,"score_spread":0.24088407328694922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805161434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968201,0.00032320528,0.0001810944,0.0004888155,0.0014407132,0.00059048017,0.000020881671,0.000015874472,0.00011883975],"genre_scores_gemma":[0.99886614,0.00006562014,0.00046037426,0.000011562158,0.0004564382,0.00000377233,0.000049803366,0.000018088105,0.00006819707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986761,0.00010514681,0.00061681535,0.00023200836,0.00007162025,0.00029826813],"domain_scores_gemma":[0.9983272,0.000114015405,0.001132424,0.0001306433,0.0002635646,0.000032142376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033308545,0.00018213275,0.00032820186,0.0002634645,0.0001129572,0.00006746234,0.00016047445,0.00020684916,0.000043089614],"category_scores_gemma":[0.00043112427,0.00014441619,0.000090031055,0.00034168418,0.00017719934,0.0006004127,0.000019729354,0.00029381283,0.000010673791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014033664,0.0028233747,0.97826713,0.00003290091,0.00021594933,0.000035933084,0.0013853048,0.0000033693927,0.014739571,0.00016053322,0.0006345755,0.00029796228],"study_design_scores_gemma":[0.0059671057,0.04017653,0.9251981,0.00024792698,0.000113471135,0.00018382799,0.0010577306,0.0000058417263,0.026366051,0.00010173964,0.00020988006,0.0003718425],"about_ca_topic_score_codex":0.000046668778,"about_ca_topic_score_gemma":0.00095452054,"teacher_disagreement_score":0.053069104,"about_ca_system_score_codex":0.000076722376,"about_ca_system_score_gemma":0.00033632986,"threshold_uncertainty_score":0.5889121},"labels":[],"label_agreement":null},{"id":"W2805475041","doi":"10.14745/ccdr.v42i11a01f","title":"De quelle façon une menace en santé publique à l’échelle internationale s’intensifie-t-elle au Canada? Le cas de la résistance aux antimicrobiens","year":2016,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Art; Humanities","score_opus":0.006864557130861974,"score_gpt":0.2199307030087707,"score_spread":0.21306614587790873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805475041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7742886,0.12675673,0.012429287,0.03606425,0.0024164573,0.0005105796,0.0013225623,0.000103459606,0.046108115],"genre_scores_gemma":[0.81107306,0.038239453,0.00054298976,0.0009555149,0.00021394448,0.000010602566,0.000040214465,0.00008426321,0.14883995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995672,0.00074108277,0.0007285858,0.00077064603,0.00019050238,0.001897173],"domain_scores_gemma":[0.99721146,0.0013475325,0.00026039846,0.00052264385,0.00032561188,0.00033238626],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005867476,0.0006448722,0.00075843616,0.00012994066,0.0010167487,0.00005683271,0.0007437619,0.000678914,0.00087594514],"category_scores_gemma":[0.0002865238,0.0005568694,0.00021427363,0.00036746278,0.0016653205,0.00022378936,0.00009692446,0.0006559209,0.000015416514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012154746,0.00070338155,0.08818884,0.0091771595,0.0040000724,0.0030783368,0.009541927,0.00088449335,0.3818727,0.09197447,0.3899684,0.019394727],"study_design_scores_gemma":[0.0019135483,0.0001189907,0.060563736,0.0068318765,0.00021885583,0.0008403141,0.0026384138,0.000079399055,0.13288721,0.00077022007,0.7921604,0.0009770084],"about_ca_topic_score_codex":0.99704987,"about_ca_topic_score_gemma":0.9998001,"teacher_disagreement_score":0.402192,"about_ca_system_score_codex":0.005626943,"about_ca_system_score_gemma":0.04001838,"threshold_uncertainty_score":0.99968827},"labels":[],"label_agreement":null},{"id":"W2806428847","doi":"10.1186/s13756-018-0336-y","title":"Estimating the burden of antimicrobial resistance: a systematic literature review","year":2018,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":572,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Public Health England; Imperial College London; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Medicine; EconLit; Interquartile range; MEDLINE; Psychological intervention; Health care; Scopus; Global health; Health economics; Environmental health; Public health; Surgery; Nursing","score_opus":0.010709093731603262,"score_gpt":0.27207526380639896,"score_spread":0.2613661700747957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806428847","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021109092,0.993274,0.00047626518,0.00037240787,0.0016700899,0.003103075,0.00033345268,0.00009162159,0.00065801345],"genre_scores_gemma":[0.00044790807,0.990085,0.00013094945,0.00047453458,0.00059012417,0.00008049404,0.00018386246,0.00008318264,0.00792392],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9949463,0.0012874401,0.0020923847,0.00089111313,0.00012946074,0.00065331004],"domain_scores_gemma":[0.9954751,0.0006771049,0.0022695668,0.001041767,0.0004884839,0.000047985766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012969838,0.0008767861,0.003959601,0.00025627093,0.0007387254,0.00013098992,0.0005797272,0.0009292797,0.00006384213],"category_scores_gemma":[0.00065361586,0.000546998,0.001019301,0.00086420303,0.0008876725,0.00021251265,0.00012278162,0.0009566979,0.00017076424],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092951734,0.0000611255,0.0000014764723,0.875296,0.001151468,0.000015598449,0.0001608605,7.6818606e-7,0.00040530183,0.00017814626,0.12040348,0.0022328473],"study_design_scores_gemma":[0.00053572835,0.000031124888,7.9966986e-7,0.5484469,0.0026887392,0.00014337155,0.0000048140973,0.0000010842549,0.00006063135,0.000007160098,0.44770816,0.00037148764],"about_ca_topic_score_codex":0.00004137013,"about_ca_topic_score_gemma":0.00009453031,"teacher_disagreement_score":0.32730466,"about_ca_system_score_codex":0.00008394537,"about_ca_system_score_gemma":0.0002966519,"threshold_uncertainty_score":0.99969816},"labels":[],"label_agreement":null},{"id":"W2808177364","doi":"10.1017/ice.2018.121","title":"Assessing the impact of antibiotic stewardship program elements on antibiotic use across acute-care hospitals: an observational study","year":2018,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Ottawa; Institute for Clinical Evaluative Sciences; London Health Sciences Centre; University of Toronto; Public Health Ontario; Ottawa Hospital; St Joseph's Health Centre","funders":"","keywords":"Observational study; Antibiotic Stewardship; Acute care; Antibiotics; Medicine; Stewardship (theology); Antimicrobial stewardship; Intensive care medicine; Internal medicine; Health care; Antibiotic resistance; Microbiology","score_opus":0.08162965574891333,"score_gpt":0.42557598577872624,"score_spread":0.3439463300298129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808177364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964251,0.0005786522,0.00020085079,0.0002616026,0.00093169644,0.0013278207,0.00009262334,0.00010357403,0.00007810204],"genre_scores_gemma":[0.9992175,0.000087484645,0.00010545875,0.00024764804,0.0001650569,0.000011477917,0.00009055472,0.000023597826,0.00005121424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668336,0.0012446749,0.00079256727,0.0005884107,0.000062021856,0.0006289588],"domain_scores_gemma":[0.99746346,0.0010382578,0.000606899,0.00044775315,0.00038612753,0.00005751492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294851,0.0003424829,0.00078674266,0.00008449201,0.0006786334,0.00007100044,0.00020004607,0.00035332353,0.00003339312],"category_scores_gemma":[0.0009172079,0.0002080789,0.00023376993,0.00020081064,0.0010531477,0.00047201372,0.000076481876,0.00038459824,0.000039864866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002169527,0.0012381868,0.97660303,0.000020347696,0.0010008456,0.000003668072,0.0009280201,0.00002821682,0.0022996252,0.00028693964,0.00019171172,0.017182477],"study_design_scores_gemma":[0.0023589241,0.015588757,0.9796872,0.00006748393,0.00016959124,0.00001545055,0.0011731869,0.00014549708,0.00031881977,0.00008425506,0.00014905985,0.00024175443],"about_ca_topic_score_codex":0.0017013332,"about_ca_topic_score_gemma":0.00019642744,"teacher_disagreement_score":0.016940722,"about_ca_system_score_codex":0.00006763051,"about_ca_system_score_gemma":0.000080473226,"threshold_uncertainty_score":0.8485211},"labels":[],"label_agreement":null},{"id":"W2809480590","doi":"10.1080/16549716.2018.1483637","title":"Antimicrobial resistance in South East Asia: time to ask the right questions","year":2018,"lang":"en","type":"article","venue":"Global Health Action","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Action plan; Context (archaeology); Consumption (sociology); Livelihood; Poverty; Developing country; Economic growth; Development economics; Political science; Business; Economics; Geography; Sociology","score_opus":0.010217799636583322,"score_gpt":0.2877930419933036,"score_spread":0.27757524235672026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809480590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86587936,0.004582783,0.004202267,0.06216608,0.007063791,0.0022208758,0.00064581,0.00043574002,0.052803297],"genre_scores_gemma":[0.9914456,0.000022835608,0.0001650147,0.0016624539,0.00018891462,0.000004630784,0.000029784773,0.0000065509143,0.0064741885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988472,0.00020883704,0.00025611307,0.00023205008,0.00003557305,0.00042022372],"domain_scores_gemma":[0.99952805,0.00001762267,0.00010833402,0.00024484223,0.00006066335,0.000040495415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025767423,0.00011775394,0.00017524834,0.000043881097,0.0004986248,0.000014223792,0.00015838808,0.00015281337,0.0002985162],"category_scores_gemma":[0.000035906818,0.00008600515,0.000038785554,0.0003571904,0.00018438663,0.000061046834,0.00003424519,0.00018846277,0.006247991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027989042,0.00071232807,0.0050954255,0.00023315815,0.0001475946,0.000016207036,0.004809206,0.000014035511,0.027911507,0.015897727,0.9252934,0.017070541],"study_design_scores_gemma":[0.0016035698,0.00044396875,0.2204665,0.0006201174,0.000031431253,0.00009547558,0.00070197723,0.0000057862553,0.0036053427,0.0010605659,0.7709412,0.00042405748],"about_ca_topic_score_codex":0.00025478654,"about_ca_topic_score_gemma":0.0043882797,"teacher_disagreement_score":0.21537107,"about_ca_system_score_codex":0.0002742832,"about_ca_system_score_gemma":0.00021278682,"threshold_uncertainty_score":0.99452573},"labels":[],"label_agreement":null},{"id":"W2843659229","doi":"10.1186/s12913-018-3333-1","title":"Promoting quality use of medicines in South-East Asia: reports from country situational analyses","year":2018,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Government (linguistics); Medicine; Quality (philosophy); Public sector; Public health; Business; Nursing; Political science","score_opus":0.15108239892952485,"score_gpt":0.4654957124857718,"score_spread":0.31441331355624696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2843659229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99544585,0.003383481,0.00007223306,0.00028601618,0.0002055876,0.00035192844,0.00007446712,0.000021155645,0.0001592872],"genre_scores_gemma":[0.9986741,0.00006950383,0.00038460875,0.00021665885,0.00014111087,0.000005812105,0.00025294514,0.000010860755,0.0002443976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669886,0.0011965038,0.0008791431,0.00042471013,0.00026454474,0.00053625065],"domain_scores_gemma":[0.9979284,0.00066796254,0.0003819911,0.00043799577,0.0005264237,0.000057273523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029228365,0.0001173014,0.00041999217,0.00023666052,0.00028328729,0.000017428143,0.00020769196,0.0002059571,0.00029973077],"category_scores_gemma":[0.00023339826,0.00009202171,0.000040121304,0.00060211174,0.00045629052,0.00012819412,0.00013314637,0.00037328055,0.00006932735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003841676,0.00025892913,0.9337982,0.0013280999,0.000087730405,0.000014713572,0.022527192,0.000003080129,0.040805433,0.0001192698,0.00020573,0.0004674731],"study_design_scores_gemma":[0.0005861514,0.00018355816,0.9787172,0.0010497959,0.000008115517,0.0000086505515,0.011349157,0.00012781381,0.005719213,0.00021914736,0.0019244271,0.00010676003],"about_ca_topic_score_codex":0.01340461,"about_ca_topic_score_gemma":0.019505875,"teacher_disagreement_score":0.04491903,"about_ca_system_score_codex":0.00006646068,"about_ca_system_score_gemma":0.0007399225,"threshold_uncertainty_score":0.9983856},"labels":[],"label_agreement":null},{"id":"W2883105717","doi":"10.14745/ccdr.v41is4a04","title":"Developing and expanding hospital antimicrobial stewardship: The Ontario experience","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care; Strong","keywords":"Antimicrobial stewardship; Stewardship (theology); Health care; Accountability; Medicine; Intensive care; Nursing; Business; Political science; Intensive care medicine","score_opus":0.02543385398737581,"score_gpt":0.24799675684340833,"score_spread":0.22256290285603253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883105717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99155855,0.004634077,0.000059822465,0.001445511,0.0007295831,0.00017142978,0.000009197079,0.000028006078,0.0013637978],"genre_scores_gemma":[0.99503356,0.0000837832,0.00011198476,0.00040542148,0.000015687785,0.000007864787,0.000058564143,0.000011674489,0.004271429],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989927,0.00010210103,0.00027775337,0.00023139006,0.00007545808,0.00032061874],"domain_scores_gemma":[0.99884605,0.00006869204,0.00013393436,0.00075084576,0.00009285209,0.00010761321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022834777,0.00015199806,0.00021218875,0.000018499022,0.0005122758,0.00003773057,0.00038402807,0.00006215639,0.000033882712],"category_scores_gemma":[0.00014891835,0.00011067439,0.00003648268,0.00007829242,0.00032143967,0.0000895356,0.00032209046,0.00025506824,0.0000044910735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038411323,0.00023062472,0.88453525,0.00012125119,0.00055921177,0.0043072673,0.015648322,0.000031175245,0.0030904757,0.0018580477,0.08826228,0.00097200065],"study_design_scores_gemma":[0.0013122372,0.00004864599,0.16695896,0.000365951,0.00012546925,0.00086906913,0.010477901,0.0000046771474,0.005745151,0.00016851237,0.81316334,0.00076006324],"about_ca_topic_score_codex":0.73236626,"about_ca_topic_score_gemma":0.86522317,"teacher_disagreement_score":0.7249011,"about_ca_system_score_codex":0.0003781748,"about_ca_system_score_gemma":0.003375883,"threshold_uncertainty_score":0.5988672},"labels":[],"label_agreement":null},{"id":"W2883677694","doi":"10.1016/j.ijantimicag.2018.07.019","title":"Legal framework of antimicrobial stewardship in hospitals (LEASH): a European Society of Clinical Microbiology and Infectious Diseases (ESCMID) cross-sectional international survey","year":2018,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Antimicrobial stewardship; Legislation; Health care; Stewardship (theology); Business; Political science; Antibiotic resistance; Law","score_opus":0.02231483341875892,"score_gpt":0.33558702013653097,"score_spread":0.31327218671777207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883677694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901209,0.00019132614,0.0005393263,0.00019115533,0.007816949,0.0001244578,0.00071576814,0.0000121027215,0.0002880305],"genre_scores_gemma":[0.99737257,0.0005900368,0.0005192568,0.0004509009,0.0006880975,2.9378032e-7,0.00014157801,0.000026910851,0.00021035345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965982,0.0006162173,0.0019710243,0.00037800652,0.00013857252,0.00029797616],"domain_scores_gemma":[0.9963666,0.00040744277,0.0015989027,0.00017536237,0.0013943762,0.000057303143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015013723,0.00025663234,0.00069458224,0.00030182925,0.000084151085,0.000057575155,0.0008341517,0.0003695533,0.00027359373],"category_scores_gemma":[0.00076383783,0.00022995065,0.0004947284,0.00017117315,0.0015119738,0.00027692097,0.0003425687,0.00060527533,0.000031964355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015171547,0.0008239019,0.88917404,0.000035962716,0.0011861225,0.000031901156,0.00020909624,0.000016584327,0.10070112,0.00015722646,0.0057233265,0.0004235667],"study_design_scores_gemma":[0.003590429,0.0003208888,0.9722098,0.00043919176,0.000043775508,0.00045935423,0.000029629731,0.000005089654,0.01953095,0.00004043625,0.0031221234,0.00020829182],"about_ca_topic_score_codex":0.00019815621,"about_ca_topic_score_gemma":0.00007672274,"teacher_disagreement_score":0.083035804,"about_ca_system_score_codex":0.000065858774,"about_ca_system_score_gemma":0.00023991804,"threshold_uncertainty_score":0.93771154},"labels":[],"label_agreement":null},{"id":"W2883694765","doi":"10.1016/j.pcd.2018.07.001","title":"Prior antibiotic exposure and risk of type 2 diabetes among Veterans","year":2018,"lang":"en","type":"article","venue":"Primary care diabetes","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Internal medicine; Metformin; Proportional hazards model; Medical prescription; Retrospective cohort study; Antimicrobial; Antibiotics; Pharmacology; Endocrinology","score_opus":0.004049492652528714,"score_gpt":0.19246441181659557,"score_spread":0.18841491916406686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883694765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96564317,0.03186921,0.0000027197505,0.000013630452,0.0005606002,0.00015791964,0.000068751084,0.000051766165,0.0016322233],"genre_scores_gemma":[0.9985174,0.0008190773,0.00015212793,0.00008193421,0.000058926915,9.536768e-7,0.000084406296,0.00002097566,0.00026420254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892974,0.00013691839,0.00023886823,0.00029988025,0.000039060993,0.0003555247],"domain_scores_gemma":[0.99922216,0.00015361341,0.00014526208,0.0002950551,0.00015700716,0.000026910671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013173607,0.00018254684,0.00037197315,0.00007698017,0.00018285011,0.000013052131,0.00016747044,0.00021885065,0.000082644394],"category_scores_gemma":[0.000069031266,0.00014810823,0.00007382654,0.00013536509,0.0008655922,0.00009031498,0.00009324656,0.00017168462,0.00006816801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026064721,0.000033720527,0.8023915,0.00029811217,0.0002365916,7.220825e-7,0.00078350434,1.2748274e-7,0.1814963,0.000013000406,0.00027324253,0.014447059],"study_design_scores_gemma":[0.0005010855,0.0005080338,0.7234568,0.0001982586,0.00015884223,4.4978694e-7,0.0002487548,0.0000014636869,0.27383035,0.00001923683,0.00091020454,0.00016648204],"about_ca_topic_score_codex":0.000028139862,"about_ca_topic_score_gemma":0.000024801568,"teacher_disagreement_score":0.09233406,"about_ca_system_score_codex":0.000019068819,"about_ca_system_score_gemma":0.00003782919,"threshold_uncertainty_score":0.6039678},"labels":[],"label_agreement":null},{"id":"W2883832746","doi":"10.1136/bmj.k3155","title":"Trends in outpatient antibiotic use and prescribing practice among US older adults, 2011-15: observational study","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Azithromycin; Medical prescription; Observational study; Confidence interval; Levofloxacin; Drug Utilization Review; Beneficiary; Antibiotics; Demography; Internal medicine","score_opus":0.049824409464694436,"score_gpt":0.300739706808598,"score_spread":0.2509152973439036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883832746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99725074,0.00061678456,0.00001967823,0.00035425514,0.0004951724,0.00042928196,0.000012100748,0.000029730749,0.00079223677],"genre_scores_gemma":[0.99415404,0.000020655652,0.00021800946,0.00020939972,0.00006879561,0.0000040164987,0.00004214853,0.000012739611,0.0052702157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877,0.00023760168,0.00033159228,0.0003454557,0.000054830743,0.00026049366],"domain_scores_gemma":[0.99926096,0.00017917955,0.0001615725,0.00025249188,0.00012508788,0.000020691627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032571907,0.00014182711,0.00019579066,0.0001279345,0.00014526334,0.000029182913,0.0001015125,0.00015827324,0.00031300652],"category_scores_gemma":[0.00024900262,0.00011872337,0.00002992501,0.0001346712,0.00021659749,0.00036389736,0.000089388384,0.00019864905,0.00012677394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033119545,0.00079246867,0.98040885,0.000014843646,0.000105581785,0.000025578298,0.0031156724,0.0000012028327,0.00055414095,0.00007878752,0.012666961,0.0019047313],"study_design_scores_gemma":[0.0016644606,0.00038574348,0.9908285,0.00014983982,0.000046910438,0.000016945678,0.0021253624,0.000021416548,0.00048917613,0.0000020524171,0.004120262,0.00014930511],"about_ca_topic_score_codex":0.0013286509,"about_ca_topic_score_gemma":0.001469154,"teacher_disagreement_score":0.010419689,"about_ca_system_score_codex":0.000022625241,"about_ca_system_score_gemma":0.000026416468,"threshold_uncertainty_score":0.48413986},"labels":[],"label_agreement":null},{"id":"W2884651471","doi":"10.14745/ccdr.v41is4a02","title":"“Do Bugs Need Drugs?” A community education program for the wise use of antibiotics","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia Hospital; Alberta Health Services","funders":"Alberta Health Services","keywords":"Government (linguistics); Resistance (ecology); Curriculum; Business; Public health; Antibiotic resistance; Public relations; Health care; Medicine; Nursing; Medical education; Antibiotics; Political science","score_opus":0.04267843464778078,"score_gpt":0.29027899347399944,"score_spread":0.24760055882621865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884651471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97407424,0.018258518,0.00014483265,0.0018469356,0.0012866881,0.0023122125,0.00026831857,0.00009132485,0.0017169404],"genre_scores_gemma":[0.99456394,0.00018538427,0.00039694205,0.00031147513,0.000017572394,0.000015678266,0.0005906237,0.000022240132,0.0038961493],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865574,0.00035860768,0.00045333803,0.00014716863,0.00009429859,0.00029085646],"domain_scores_gemma":[0.996349,0.0005718558,0.00034277208,0.0020833674,0.00052937365,0.00012364867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059660774,0.00016657358,0.00030524295,0.000035490182,0.00051685853,0.00003053218,0.0006197869,0.00009899244,0.000014683749],"category_scores_gemma":[0.00082942157,0.0001233372,0.00010980021,0.00017434647,0.0004268772,0.00008668644,0.0002151069,0.0003598739,0.0000020819919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020653831,0.0062104748,0.12486165,0.0010701314,0.0019402372,0.00011008164,0.0023526398,0.00041621955,0.0029053348,0.004981062,0.81446564,0.038621176],"study_design_scores_gemma":[0.0009833492,0.00011763238,0.019892775,0.00028684834,0.00044448476,0.00007633813,0.009518822,0.000118156655,0.0020898036,0.00024185998,0.96590465,0.0003252724],"about_ca_topic_score_codex":0.41912544,"about_ca_topic_score_gemma":0.14699231,"teacher_disagreement_score":0.2721331,"about_ca_system_score_codex":0.0001339603,"about_ca_system_score_gemma":0.0056217494,"threshold_uncertainty_score":0.9972743},"labels":[],"label_agreement":null},{"id":"W2884672844","doi":"10.14745/ccdr.v41is4a05","title":"Summary of the Federal Action Plan on Antimicrobial Resistance and Use in Canada","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Health Canada; National Research Council Canada; Industry Canada; Public Health Agency; Public Health Agency of Canada; Canadian Institutes of Health Research; Canadian Food Inspection Agency","keywords":"Action plan; Action (physics); Antimicrobial; Plan (archaeology); Resistance (ecology); Geography; Biology; Management; Microbiology; Economics; Archaeology; Ecology","score_opus":0.027940110825568132,"score_gpt":0.2235710091768823,"score_spread":0.19563089835131417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884672844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952743,0.0019279296,5.8651375e-7,0.00083232933,0.0004607894,0.00013992413,0.000104771505,0.0000055255273,0.0012538304],"genre_scores_gemma":[0.99440956,0.00010447296,0.000007808257,0.00042922905,0.00000595899,0.0000018638575,0.000076048804,0.000008816156,0.00495625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990572,0.00018850104,0.00029307182,0.00016645798,0.00008279561,0.00021201528],"domain_scores_gemma":[0.9988593,0.00010555671,0.00017149717,0.0007295709,0.00006476776,0.00006930077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013367744,0.00011335042,0.00021754745,0.000020831134,0.0001564247,0.000009510378,0.00023644808,0.000049844468,0.000007510007],"category_scores_gemma":[0.00018290417,0.000087195964,0.000026332329,0.00009250405,0.00013062751,0.00005635161,0.00011630931,0.00023975242,3.062678e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084134017,0.00008719955,0.72695935,0.00010873382,0.0000890385,0.00080115214,0.000046314908,0.00012171587,0.0025655776,0.00015907655,0.26814345,0.00007704799],"study_design_scores_gemma":[0.0012091703,0.000014740021,0.8221029,0.00060997606,0.00004150077,0.00009799703,0.000697784,0.00000808637,0.0047529973,0.00003292503,0.170153,0.00027892672],"about_ca_topic_score_codex":0.9959409,"about_ca_topic_score_gemma":0.9998915,"teacher_disagreement_score":0.097990446,"about_ca_system_score_codex":0.00048277256,"about_ca_system_score_gemma":0.00762411,"threshold_uncertainty_score":0.99800175},"labels":[],"label_agreement":null},{"id":"W2886118680","doi":"10.1016/j.ajic.2018.05.020","title":"A theory-informed assessment of the barriers and facilitators to nurse-driven antimicrobial stewardship","year":2018,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Interior Health; Kelowna General Hospital","funders":"","keywords":"Medicine; Nursing; Promotion (chess); Antimicrobial stewardship; Workforce; Qualitative research; Stewardship (theology); Family medicine","score_opus":0.0034796574125503755,"score_gpt":0.2554370211980269,"score_spread":0.25195736378547656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886118680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900772,0.00004181904,0.0079403,0.0005645745,0.0008071855,0.00014421955,0.000017179102,0.0000067178376,0.00040079086],"genre_scores_gemma":[0.99911994,0.000021700398,0.00012571098,0.0005536291,0.000057056906,8.309576e-7,2.690887e-7,0.0000058999767,0.00011499032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990509,0.00030574793,0.00034310293,0.00008826396,0.000048439437,0.00016355918],"domain_scores_gemma":[0.9989509,0.00017528387,0.0004712314,0.00012542639,0.00022952456,0.000047647904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003636906,0.00009902094,0.0003155698,0.00010320615,0.00015469921,0.000009099872,0.000110457004,0.000050366732,0.00009602807],"category_scores_gemma":[0.00025227776,0.000060224724,0.00012829418,0.0001745752,0.0009347825,0.000065266104,0.00001655259,0.00018783375,0.000008097329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016848439,0.0001054149,0.623665,0.000031323838,0.0013612632,0.0000025109448,0.0027960741,0.00009330001,0.34227479,0.0017618131,0.0038004979,0.022423182],"study_design_scores_gemma":[0.00609587,0.006848376,0.9052042,0.00042892617,0.00042647036,0.00038630367,0.004219131,0.000023488235,0.054033097,0.000112628906,0.02187714,0.00034437663],"about_ca_topic_score_codex":0.000065838896,"about_ca_topic_score_gemma":0.000043432126,"teacher_disagreement_score":0.2882417,"about_ca_system_score_codex":0.0000444774,"about_ca_system_score_gemma":0.00023233054,"threshold_uncertainty_score":0.34442452},"labels":[],"label_agreement":null},{"id":"W2886177335","doi":"10.1177/1715163518790993","title":"Cost-minimization analysis of community pharmacy-based point-of-care testing for strep throat in 5 Canadian provinces","year":2018,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Loblaw Companies (Canada)","funders":"Loblaw Companies Limited","keywords":"Sore throat; Pharmacy; Medicine; Pharmacist; Medical prescription; Throat; Family medicine; Point-of-care testing; Total cost; Health care; Emergency medicine; Medical emergency; Nursing; Business; Surgery","score_opus":0.05914057440958124,"score_gpt":0.31153551671758667,"score_spread":0.2523949423080054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886177335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936853,0.0012748042,0.00023012677,0.00007935459,0.0010156607,0.00061604526,0.0023964872,0.000011423784,0.00069082185],"genre_scores_gemma":[0.99836147,0.00015651547,0.0003331259,0.00062119256,0.000096074495,0.000010391004,0.00031266638,0.000029784269,0.00007876268],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997533,0.00039391458,0.0007867074,0.00024192838,0.0000986239,0.00094581814],"domain_scores_gemma":[0.99700725,0.000380484,0.0005104649,0.00027279087,0.0013031397,0.00052588666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069627597,0.00028239618,0.00061370886,0.0011768446,0.0009448026,0.000033206405,0.00065582106,0.00010085313,0.0004920432],"category_scores_gemma":[0.0004533269,0.00029091423,0.00018587268,0.0016170851,0.0005989864,0.00018010881,0.00002417992,0.00053265196,0.0000022479396],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017941559,0.00046266758,0.6329164,0.002764695,0.006003735,0.003623186,0.024568493,0.01591403,0.087252796,0.00019443712,0.01736964,0.2071358],"study_design_scores_gemma":[0.03105212,0.001935091,0.016095199,0.0010062958,0.010745251,0.02512177,0.0038562985,0.054093093,0.7258945,0.00012677348,0.12554769,0.004525904],"about_ca_topic_score_codex":0.8384355,"about_ca_topic_score_gemma":0.99246794,"teacher_disagreement_score":0.6386417,"about_ca_system_score_codex":0.0018498023,"about_ca_system_score_gemma":0.0106836455,"threshold_uncertainty_score":0.9999543},"labels":[],"label_agreement":null},{"id":"W2887424887","doi":"10.1007/bf03403621","title":"Prescription Medications in Manitoba Children","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Medical prescription; Medicine; Population; Neighbourhood (mathematics); Drug; Environmental health; Pediatrics; Family medicine; Psychiatry; Pharmacology","score_opus":0.036445503642164534,"score_gpt":0.24019135965237595,"score_spread":0.20374585601021142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887424887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91963327,0.034192026,0.000523452,0.042073432,0.0011046118,0.00016851691,0.00003053486,0.000008493547,0.002265653],"genre_scores_gemma":[0.9975544,0.00057703455,0.00005635848,0.0009418628,0.000065462125,4.228004e-7,0.000011048757,0.000005321724,0.00078805594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898696,0.00018261826,0.00034344645,0.00007303387,0.000027641889,0.00038629072],"domain_scores_gemma":[0.99936813,0.000020713109,0.00017644984,0.0001044242,0.00006409997,0.0002661547],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006346513,0.000055927347,0.00015080847,0.00035505297,0.00013797174,0.000015361138,0.0001838539,0.00009321489,0.00094086776],"category_scores_gemma":[0.00012718959,0.000048526814,0.000034871402,0.000181223,0.00011149356,0.00011720659,0.0000036260453,0.00029459782,0.00011992753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034305406,0.00016584298,0.63190264,0.00003265653,0.00018722896,0.000043839438,0.0047319904,0.0000031177528,0.00028873276,0.006299657,0.26429623,0.09204461],"study_design_scores_gemma":[0.0006596611,0.000115104616,0.83163697,0.00008388805,0.000005751277,0.00039072428,0.000926199,0.0000031815712,0.000018505836,0.00008316821,0.16599849,0.00007833955],"about_ca_topic_score_codex":0.018406844,"about_ca_topic_score_gemma":0.21616614,"teacher_disagreement_score":0.19973433,"about_ca_system_score_codex":0.00025117205,"about_ca_system_score_gemma":0.0012156379,"threshold_uncertainty_score":0.9999724},"labels":[],"label_agreement":null},{"id":"W2887915094","doi":"10.1111/tmi.13132","title":"Cost‐effectiveness analysis of a multi‐dimensional intervention to reduce inappropriate antibiotic prescribing for children with upper respiratory tract infections in China","year":2018,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Department for International Development; Department for International Development, UK Government","keywords":"Medicine; Medical prescription; Respiratory tract infections; Emergency medicine; Intervention (counseling); Cost effectiveness; Psychological intervention; Average cost; Health care; Family medicine; Pediatrics; Nursing; Internal medicine","score_opus":0.034821906622402095,"score_gpt":0.36512019053301353,"score_spread":0.33029828391061145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887915094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792176,0.00030930288,0.017909743,0.0011289362,0.0004716955,0.0008523245,0.0000517644,0.000022085615,0.00003657474],"genre_scores_gemma":[0.99889594,0.000011630025,0.00047989882,0.0002709644,0.00010110159,0.000019727726,0.00012631832,0.000012050332,0.00008237976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985408,0.00025579802,0.0005040674,0.00035226668,0.000095702606,0.0002513218],"domain_scores_gemma":[0.99921465,0.00016426556,0.00021225038,0.00016417759,0.0001929467,0.000051696145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043325548,0.00014305001,0.00046626327,0.0005880877,0.000104450024,0.0000039516385,0.00015361562,0.00010070925,0.00011486848],"category_scores_gemma":[0.0002587835,0.000102499296,0.00010571937,0.0004924637,0.0002752619,0.00006182941,0.00003823063,0.0002044586,0.000010019866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002115751,0.0020232412,0.96717346,0.00008719001,0.0014459934,0.0000013837098,0.00079086126,0.0002557909,0.011076271,0.002203255,0.0002576513,0.012569167],"study_design_scores_gemma":[0.0039385706,0.0030048485,0.9892965,0.0007593982,0.00014164744,0.000009947518,0.00006344769,0.00022795844,0.0022116704,0.000024055847,0.00022564709,0.000096334144],"about_ca_topic_score_codex":0.0015727616,"about_ca_topic_score_gemma":0.0011371757,"teacher_disagreement_score":0.02212303,"about_ca_system_score_codex":0.00016418664,"about_ca_system_score_gemma":0.000094558076,"threshold_uncertainty_score":0.41798002},"labels":[],"label_agreement":null},{"id":"W2889081565","doi":"10.14745/ccdr.v40is2a07","title":"New resources to address antibiotic resistance are just a click away","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Resistance (ecology); Antibiotic resistance; Computer science; Antibiotics; World Wide Web; Microbiology; Biology; Agronomy","score_opus":0.012130320957799857,"score_gpt":0.2317282159441557,"score_spread":0.21959789498635585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889081565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86077315,0.039390065,0.0005495933,0.013550555,0.0024163409,0.0011625033,0.00025499504,0.000397479,0.0815053],"genre_scores_gemma":[0.9161393,0.00010293141,0.00022143825,0.001509478,0.00007536747,0.0000044449334,0.00011464814,0.000038784685,0.081793614],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997836,0.00029932414,0.00055501086,0.0005189363,0.00015355898,0.0006371676],"domain_scores_gemma":[0.9965494,0.00019963166,0.00032530894,0.002395912,0.00014013435,0.00038957738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003488674,0.00029248686,0.00053822366,0.000074492695,0.0005754192,0.000042032676,0.00089725706,0.00014573401,0.00025912627],"category_scores_gemma":[0.000563154,0.00026971375,0.00011888111,0.000285942,0.00016052548,0.000063428655,0.0003175232,0.0003663367,0.0000915954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005637386,0.0001610043,0.053989384,0.0003052749,0.00030365287,0.0014572903,0.00019355002,0.00007159649,0.003066134,0.0011821848,0.9377707,0.00093548204],"study_design_scores_gemma":[0.0004886416,0.000020502624,0.11512352,0.00054937677,0.000100821504,0.00005697152,0.0003959203,0.0000025132113,0.0011348183,0.000039727518,0.88170975,0.0003774536],"about_ca_topic_score_codex":0.17332393,"about_ca_topic_score_gemma":0.6819096,"teacher_disagreement_score":0.5085857,"about_ca_system_score_codex":0.0001692362,"about_ca_system_score_gemma":0.0012957972,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W2889087451","doi":"10.1016/j.mib.2018.08.001","title":"Editorial overview: Antimicrobials","year":2018,"lang":"en","type":"editorial","venue":"Current Opinion in Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Biology; Antimicrobial; Microbiology; Computational biology","score_opus":0.024796499185089527,"score_gpt":0.3262278035667987,"score_spread":0.3014313043817092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889087451","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011801426,0.076063156,0.000022884642,0.000058254405,0.92100567,0.0005248075,0.0019617353,0.00011183245,0.00013363844],"genre_scores_gemma":[0.00004705471,0.032352466,0.000027092092,0.000019875548,0.95278245,0.000023542272,0.013242631,0.00008801369,0.0014168754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951457,0.00080748345,0.0012998194,0.0014563885,0.00008433205,0.0012062865],"domain_scores_gemma":[0.9971596,0.0007473017,0.00072814454,0.0008772209,0.00044173907,0.000045964476],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00088031316,0.0008522268,0.0015081745,0.0004886623,0.00021998186,0.000042387666,0.0011871842,0.0048505934,0.0010733688],"category_scores_gemma":[0.000683572,0.0007701651,0.00037222993,0.00033717375,0.0010485828,0.00009398854,0.0005158047,0.0027209555,0.0053254482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024986968,0.00030052706,0.00004997873,0.0007412635,0.00013585514,7.846301e-7,0.00009974189,3.5911444e-7,0.03709643,0.000045038672,0.96082747,0.0004526603],"study_design_scores_gemma":[0.0023465273,0.00022751873,0.000010955037,0.002094499,0.000047732192,0.000012838794,0.000016437325,1.1917821e-7,0.0018037969,0.00006901847,0.9925601,0.00081047567],"about_ca_topic_score_codex":0.00008190009,"about_ca_topic_score_gemma":0.00004548405,"teacher_disagreement_score":0.04371069,"about_ca_system_score_codex":0.00024180922,"about_ca_system_score_gemma":0.0007732373,"threshold_uncertainty_score":0.9998398},"labels":[],"label_agreement":null},{"id":"W2889184420","doi":"10.14745/ccdr.v40is2a02","title":"Antimicrobial resistance surveillance in Canadian hospitals, 2007−2012","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Clostridium difficile; Infection control; Antibiotic resistance; Methicillin-resistant Staphylococcus aureus; Antibiotics; Staphylococcus aureus; Intensive care medicine; Microbiology; Biology","score_opus":0.004176836353084032,"score_gpt":0.19632033156310594,"score_spread":0.19214349521002191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889184420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8881987,0.035267863,0.00003657134,0.0056687053,0.0023538247,0.00054757297,0.0003312497,0.00009696985,0.06749857],"genre_scores_gemma":[0.98015183,0.00029570737,0.0000395003,0.00089327473,0.000032604497,0.0000072274624,0.0004015577,0.000027756112,0.018150555],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978733,0.00029442148,0.00049832516,0.000381198,0.000077872246,0.00087485317],"domain_scores_gemma":[0.99781096,0.00012342287,0.00017417109,0.0014999436,0.000105571286,0.0002859419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000594847,0.00023140146,0.0004187624,0.00009423123,0.00035085648,0.000021862656,0.00059923664,0.00014697244,0.00032872247],"category_scores_gemma":[0.00035008066,0.00023532593,0.00007319536,0.00022059363,0.0002168049,0.00009397072,0.00009833761,0.00037058524,0.000049537877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001248158,0.00009099621,0.57778853,0.00013570496,0.00009203706,0.0019628617,0.00003129844,0.000044863245,0.0006869831,0.0012078253,0.41759256,0.00024154189],"study_design_scores_gemma":[0.00039819838,0.0000049044443,0.30660605,0.00013447885,0.000012257066,0.000045313744,0.000030918225,0.0000059810604,0.00015596041,0.000037933976,0.6922795,0.00028848773],"about_ca_topic_score_codex":0.9771929,"about_ca_topic_score_gemma":0.99953526,"teacher_disagreement_score":0.27468696,"about_ca_system_score_codex":0.00046193958,"about_ca_system_score_gemma":0.004148743,"threshold_uncertainty_score":0.9596313},"labels":[],"label_agreement":null},{"id":"W2889269261","doi":"10.14745/ccdr.v40is2a04","title":"Antibiotic purchasing by Canadian hospitals, 2007–2011","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Purchasing; Antibiotics; Consumption (sociology); Medicine; Audit; Environmental health; Population; Liberian dollar; Defined daily dose; Demography; Toxicology; Emergency medicine; Business; Accounting; Finance; Biology; Marketing","score_opus":0.004511673291118763,"score_gpt":0.18978093690913653,"score_spread":0.18526926361801777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889269261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83552444,0.061757945,0.0002244161,0.009711222,0.0039445176,0.0007864869,0.0005667808,0.00023443975,0.08724976],"genre_scores_gemma":[0.978975,0.00022988237,0.00003534708,0.0011831017,0.000030036654,0.0000024253225,0.00073643663,0.000033114047,0.018774675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825776,0.00019313596,0.0003998498,0.00035208277,0.000088042136,0.0007091206],"domain_scores_gemma":[0.9977417,0.000088018685,0.00017095957,0.0015182297,0.00010475326,0.00037636454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032731856,0.00023409289,0.00035658767,0.00006226487,0.0006540988,0.000028818778,0.00056798017,0.00014639313,0.0007486021],"category_scores_gemma":[0.00021201815,0.0002006049,0.00008433876,0.00009480622,0.0002471483,0.000071725,0.00010984419,0.00033368118,0.00013946461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039882172,0.00009580248,0.09489196,0.000083583654,0.00024421336,0.0010077915,0.000029682202,0.000011849936,0.0023140868,0.0005518815,0.8985173,0.002211979],"study_design_scores_gemma":[0.0003706255,0.000021581256,0.035793066,0.00010372871,0.00008019436,0.00015220471,0.00012582469,0.000019615904,0.0011647643,0.000049536102,0.96173567,0.00038320618],"about_ca_topic_score_codex":0.9715271,"about_ca_topic_score_gemma":0.9613637,"teacher_disagreement_score":0.14345054,"about_ca_system_score_codex":0.00029910382,"about_ca_system_score_gemma":0.0028747122,"threshold_uncertainty_score":0.8196668},"labels":[],"label_agreement":null},{"id":"W2889289924","doi":"10.1093/cid/ciy550","title":"Antimicrobial Stewardship and Intensive Care Unit Mortality: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Providence Health Care; Health Sciences Centre; Sunnybrook Health Science Centre; William Osler Health System; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Antimicrobial stewardship; Intensive care unit; Intensive care medicine; Confidence interval; Relative risk; Meta-analysis; Population; Discontinuation; Emergency medicine; MEDLINE; Antibiotics; Internal medicine; Antibiotic resistance; Environmental health","score_opus":0.08856464246596639,"score_gpt":0.4102486345056606,"score_spread":0.3216839920396942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889289924","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022812013,0.99467754,0.0000048790057,0.000015629927,0.0016617394,0.0024971084,0.00051767967,0.00017620088,0.0002210962],"genre_scores_gemma":[0.0005032093,0.9963445,7.595512e-7,0.0015440254,0.00021490411,0.00006801627,0.00064002426,0.000063119114,0.0006214399],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9948639,0.0019296436,0.0018944446,0.0008389341,0.000056592497,0.00041644377],"domain_scores_gemma":[0.9960018,0.0011837289,0.0010974418,0.0009129127,0.0006848993,0.00011924905],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042232586,0.00062936055,0.005302726,0.00011027216,0.00024772593,0.000045631466,0.00035934808,0.00087861164,0.00012551759],"category_scores_gemma":[0.0037962787,0.00042638968,0.0013714465,0.00024674853,0.0012100333,0.000055072855,0.0002863472,0.0007140296,0.0012648355],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004568901,0.00012594368,0.0011139422,0.98184544,0.0021425458,0.000042667685,0.000024535884,2.2475366e-9,5.8927075e-8,0.000053400785,0.0083973445,0.006249524],"study_design_scores_gemma":[0.00036235363,0.00021658024,0.000120848745,0.7265755,0.026086023,0.00011449068,0.000097030956,1.7257458e-8,2.605247e-7,0.000015253263,0.24590963,0.00050204044],"about_ca_topic_score_codex":0.00001753458,"about_ca_topic_score_gemma":0.0000335277,"teacher_disagreement_score":0.25527,"about_ca_system_score_codex":0.000046262343,"about_ca_system_score_gemma":0.0004333874,"threshold_uncertainty_score":0.9998188},"labels":[],"label_agreement":null},{"id":"W2889294828","doi":"10.14745/ccdr.v40is2a03","title":"Antibiotic recommendations of office-based physicians, 2007−2011","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Specialty; Medical prescription; Antimicrobial; Cephalosporin; Antibiotics; Respiratory tract infections; Medical diagnosis; Genitourinary system; Pediatrics; Emergency medicine; Family medicine; Internal medicine; Respiratory system","score_opus":0.008906473971420237,"score_gpt":0.21884571514939133,"score_spread":0.20993924117797108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889294828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8526184,0.027649324,0.0029966068,0.0143932095,0.0050782734,0.0013006816,0.00079151813,0.00033453945,0.09483744],"genre_scores_gemma":[0.99312407,0.00009669576,0.00018933543,0.00064640766,0.000018639686,0.0000023751163,0.0006253596,0.000019107696,0.0052780136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872947,0.00023316615,0.00044819494,0.00022463397,0.000071586015,0.0002929646],"domain_scores_gemma":[0.99782723,0.00020665214,0.00033642925,0.0014166633,0.00014661683,0.00006637791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025688027,0.00015537025,0.0003476088,0.000046562844,0.0002574498,0.0000065815225,0.00040621,0.00007803691,0.00037985537],"category_scores_gemma":[0.00016056828,0.00014937254,0.00010432275,0.00010430149,0.00022765443,0.00004336266,0.000081190265,0.00020210714,0.000043764998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004977841,0.0015810984,0.07223266,0.00066584785,0.0007959865,0.00032579625,0.00006178246,0.00040968152,0.020699158,0.004652553,0.88908476,0.008992887],"study_design_scores_gemma":[0.0010115741,0.000053860713,0.06033153,0.00044152222,0.00022782282,0.000026712038,0.00021297732,0.00014195149,0.013480298,0.000059045742,0.9236065,0.00040620734],"about_ca_topic_score_codex":0.13722242,"about_ca_topic_score_gemma":0.10717482,"teacher_disagreement_score":0.14050566,"about_ca_system_score_codex":0.00006937305,"about_ca_system_score_gemma":0.0012054059,"threshold_uncertainty_score":0.9091169},"labels":[],"label_agreement":null},{"id":"W2889440238","doi":"10.14745/ccdr.v40is2a03f","title":"Recommandations d'antibiotiques par les médecins de cabinets médicaux, 2007-2011","year":2014,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.011179286384037654,"score_gpt":0.2192522416980654,"score_spread":0.20807295531402775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889440238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73489064,0.1959735,0.010799473,0.00743459,0.0036756299,0.0004922377,0.0005547231,0.00018006685,0.045999173],"genre_scores_gemma":[0.8288167,0.07801395,0.001717089,0.00058152416,0.00043048064,0.000005508,0.00014670748,0.000086883636,0.09020114],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961764,0.00068875094,0.0007630539,0.00067142316,0.00013481727,0.0015655365],"domain_scores_gemma":[0.99824405,0.00044425807,0.00024092398,0.00059833267,0.00016700798,0.00030542546],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005013648,0.00061360927,0.0007951452,0.0001446503,0.0015249903,0.000056117864,0.00057213975,0.0007658415,0.006023715],"category_scores_gemma":[0.00012922278,0.0005926916,0.00024688247,0.0002183194,0.0017563123,0.00018072333,0.000055940895,0.00076568144,0.00014650896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005019421,0.0008169179,0.3545853,0.013337218,0.0025914765,0.00026172234,0.0020329107,0.00030075706,0.01899364,0.02578649,0.35432348,0.22646815],"study_design_scores_gemma":[0.0010309177,0.00026786025,0.24488372,0.0047452375,0.00040089944,0.0002283709,0.000353784,0.00008780132,0.020490956,0.00048862805,0.72627646,0.0007453966],"about_ca_topic_score_codex":0.7211756,"about_ca_topic_score_gemma":0.969137,"teacher_disagreement_score":0.37195295,"about_ca_system_score_codex":0.0006426545,"about_ca_system_score_gemma":0.002490872,"threshold_uncertainty_score":0.9997749},"labels":[],"label_agreement":null},{"id":"W2889508873","doi":"10.1186/s13756-018-0396-z","title":"Rationale and development of a business case for antimicrobial stewardship programs in acute care hospital settings","year":2018,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; University of Saskatchewan; Children's Hospital of Eastern Ontario; McGill University Health Centre; University of Ottawa; University of Calgary; Vancouver General Hospital; University Health Network; Health Sciences Centre; University of Manitoba; Foothills Medical Centre; Sunnybrook Health Science Centre; Sinai Health System; International Centre for Infectious Diseases; University of Toronto; Alberta Health Services","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Legislature; Human resources; Business; Medicine; Health care; Business process; Knowledge management; Process management; Political science; Computer science; Marketing; Work in process; Antibiotic resistance","score_opus":0.0178218108757293,"score_gpt":0.26433566814171766,"score_spread":0.24651385726598837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889508873","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022875678,0.9703193,0.0013390982,0.000081151324,0.00084946206,0.0038975996,0.0005508623,0.000051691455,0.000035163626],"genre_scores_gemma":[0.03349408,0.9634919,0.0010693008,0.00008092401,0.00014293987,0.00016893257,0.00090754096,0.000069557755,0.0005748285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773717,0.00014485397,0.0009641952,0.00067152386,0.000042367035,0.0004399111],"domain_scores_gemma":[0.9985308,0.00015778592,0.0006568186,0.0002102976,0.00041154242,0.00003277017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029559762,0.00048211333,0.0015011614,0.0002626533,0.0004018855,0.000060565377,0.00011290059,0.00066259207,0.000007926716],"category_scores_gemma":[0.00007397172,0.00041757518,0.00019736537,0.00028015597,0.00043775712,0.00015639637,0.00006464183,0.00026876046,0.000010048895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017279931,0.0013155069,0.0013234863,0.17528367,0.0045929896,0.00031094026,0.007267256,9.620862e-7,0.0048085214,0.00032070544,0.01674589,0.7863021],"study_design_scores_gemma":[0.0035388707,0.00015303619,0.00014081098,0.0135594625,0.0008178285,0.00040861766,0.00013827458,3.2067825e-7,0.0006314691,0.0000033443123,0.9799893,0.00061865046],"about_ca_topic_score_codex":0.000058177076,"about_ca_topic_score_gemma":0.0010098098,"teacher_disagreement_score":0.9632434,"about_ca_system_score_codex":0.0000856477,"about_ca_system_score_gemma":0.000523548,"threshold_uncertainty_score":0.9998276},"labels":[],"label_agreement":null},{"id":"W2889554830","doi":"10.1016/j.jaip.2018.07.049","title":"Antibiotic Choice and Duration Associate with Repeat Prescriptions in Infective Asthma Exacerbations","year":2018,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department of Health and Aged Care, Australian Government; National Health Insurance Service; Dowager Countess Eleanor Peel Trust; Respiratory Effectiveness Group; AstraZeneca; M.S.I. Foundation; Virginia Commonwealth University; National Institute for Health and Care Research; Novartis","keywords":"Medicine; Medical prescription; Asthma; Logistic regression; Antibiotics; Amoxicillin; Internal medicine; Respiratory tract infections; Pediatrics; Clarithromycin; Respiratory system","score_opus":0.01523114123854609,"score_gpt":0.31034951879048644,"score_spread":0.29511837755194037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889554830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98908323,0.0054139635,0.00014594082,0.0034394667,0.00041735024,0.00011470669,0.0000012786929,0.000006462832,0.0013776115],"genre_scores_gemma":[0.98294425,0.016141765,0.00016204448,0.00031904387,0.00005934435,5.2167337e-7,0.0000015478403,0.0000072911434,0.00036420437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975057,0.0014333952,0.0006776177,0.00014967036,0.000038047674,0.0001955245],"domain_scores_gemma":[0.99619704,0.002731042,0.0006563939,0.00016066237,0.00023787629,0.00001695925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017437526,0.00011310017,0.00029149905,0.00010445194,0.00020836723,0.00001551202,0.00013484972,0.00029223756,0.00002875568],"category_scores_gemma":[0.0021852292,0.00007117679,0.000032705724,0.00018122995,0.0010320131,0.00042784592,0.00006652513,0.00096663495,0.000015753396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02779892,0.008516089,0.7816376,0.00004430398,0.033347085,0.00030216944,0.022586796,0.00008974483,0.067674056,0.02210424,0.0030408048,0.032858185],"study_design_scores_gemma":[0.0030408043,0.0023365596,0.98264647,0.00017965052,0.0002835601,0.00073660864,0.002961546,0.000010605054,0.0005156531,0.0002763256,0.006894939,0.000117289965],"about_ca_topic_score_codex":0.00025685996,"about_ca_topic_score_gemma":0.0031221597,"teacher_disagreement_score":0.20100886,"about_ca_system_score_codex":0.000030104484,"about_ca_system_score_gemma":0.00009245016,"threshold_uncertainty_score":0.41996017},"labels":[],"label_agreement":null},{"id":"W2889659853","doi":"10.1101/414920","title":"Rates of increase of antibiotic resistance and ambient temperature in Europe: a cross-national analysis of 28 countries between 2000-2016","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Antibiotic resistance; Antibiotics; Resistance (ecology); Population; Consumption (sociology); Biology; Demography; Environmental health; Medicine; Ecology; Microbiology","score_opus":0.009724368682835043,"score_gpt":0.24354380651960103,"score_spread":0.23381943783676598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889659853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986577,0.010473783,0.000021679803,0.000043964443,0.00019107816,0.00028863337,0.0023625232,0.000023340266,0.000018034572],"genre_scores_gemma":[0.99829125,0.001222713,0.000303977,0.000025285259,0.00004326858,0.000003193252,0.0000067619844,0.00003238129,0.000071172304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762976,0.00027275152,0.0009721144,0.0006490666,0.00016103701,0.00031526614],"domain_scores_gemma":[0.9964841,0.00020423977,0.0009907468,0.00063398556,0.0016428477,0.000044095195],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008527074,0.0003574377,0.0012144048,0.0006910638,0.000080602,0.000027897993,0.00039748644,0.0006721208,0.00004481673],"category_scores_gemma":[0.00043130948,0.0003267042,0.0001399105,0.0013024868,0.0012829661,0.00008218315,0.00027826818,0.00040935495,0.0000074167806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020631887,0.00013203644,0.50088024,0.0008592668,0.0013750836,0.0000055835703,0.00003222927,0.00001297576,0.49582374,0.00044910714,0.00022330662,1.09173236e-7],"study_design_scores_gemma":[0.000441098,0.0000344781,0.59682983,0.0008294145,0.00041683682,5.671065e-9,0.0000030975123,0.0000028606319,0.40086415,0.000001225301,0.00038605471,0.00019093587],"about_ca_topic_score_codex":0.00018971863,"about_ca_topic_score_gemma":0.000040722167,"teacher_disagreement_score":0.09594962,"about_ca_system_score_codex":0.000075481665,"about_ca_system_score_gemma":0.0009534642,"threshold_uncertainty_score":0.9999185},"labels":[],"label_agreement":null},{"id":"W2889896578","doi":"10.23889/ijpds.v3i4.887","title":"Linking Antimicrobial Resistance Surveillance Data to Provincial Hospital Records: A Descriptive Study of Patient and Facility-level Characteristics","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Cohort; Methicillin-resistant Staphylococcus aureus; Health care; Emergency medicine; Descriptive statistics; Infection control; Psychological intervention; Public hospital; Comorbidity; Public health; Population; Antibiotic resistance; Medical emergency; Family medicine; Environmental health; Intensive care medicine; Internal medicine; Staphylococcus aureus; Nursing; Antibiotics","score_opus":0.06239423975672117,"score_gpt":0.3259799388136979,"score_spread":0.26358569905697676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889896578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857463,0.000036947215,0.0041951975,0.00026927333,0.0039624614,0.00039111622,0.0053768526,0.000009845854,0.000011957203],"genre_scores_gemma":[0.99637675,0.000018905037,0.0025015222,0.00005679763,0.00018671958,0.0000013403208,0.00074869127,0.0000053294693,0.000103945255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998473,0.000064114065,0.0005161219,0.0005273079,0.00020512365,0.00021432085],"domain_scores_gemma":[0.99807155,0.00006739766,0.0004291652,0.0005471187,0.0008455939,0.000039176422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009812405,0.00011228015,0.00018603654,0.00016787459,0.00045795142,0.00012260908,0.0017191006,0.000050239258,0.000011952037],"category_scores_gemma":[0.0011176914,0.000097261895,0.000016118605,0.00017351647,0.00033462988,0.00092367106,0.00095089246,0.00013402922,0.000007818179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029162907,0.0015691948,0.8383149,0.00006226897,0.00034477195,0.000020054596,0.010699188,0.000006407806,0.0797071,0.00048610123,0.009485877,0.056387864],"study_design_scores_gemma":[0.0018052597,0.0012003193,0.97360194,0.00034743955,0.0000395192,0.00006496631,0.0019142864,0.0002755298,0.0023014033,0.00011278773,0.0179401,0.00039646254],"about_ca_topic_score_codex":0.0002486733,"about_ca_topic_score_gemma":0.0019980217,"teacher_disagreement_score":0.13528705,"about_ca_system_score_codex":0.00007319613,"about_ca_system_score_gemma":0.00016656441,"threshold_uncertainty_score":0.39662248},"labels":[],"label_agreement":null},{"id":"W2890444898","doi":"10.4212/cjhp.v71i4.2825","title":"Antimicrobial Use at Acute Care Hospitals in Nova Scotia: A Point Prevalence Survey","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Horizon Health Network; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Antimicrobial; Antimicrobial stewardship; Nova scotia; Specialty; Medical prescription; Emergency medicine; Pediatrics; Family medicine; Antibiotic resistance; Antibiotics; Geography; Nursing","score_opus":0.01702774921895572,"score_gpt":0.2674347935675499,"score_spread":0.2504070443485942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890444898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989775,0.005072853,0.000005359686,0.0013645276,0.003115476,0.00023993295,0.00023653943,0.000006056969,0.00018422234],"genre_scores_gemma":[0.99828124,0.00021769159,0.000028943567,0.00046103512,0.00014355377,2.7166976e-7,0.000017086957,0.000022535325,0.00082762435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984398,0.00027359492,0.00046107316,0.00020120683,0.000059498383,0.0005648601],"domain_scores_gemma":[0.9987764,0.00010227342,0.0003005313,0.0002585413,0.0004272888,0.00013500884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048899505,0.0002058687,0.00031478744,0.00017650204,0.0003244129,0.0000650218,0.00063963834,0.00010637135,0.00073693274],"category_scores_gemma":[0.00014373845,0.00014501359,0.0001356576,0.0002322826,0.00089177385,0.0003139591,0.00006481577,0.00049604307,0.00046581082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044973468,0.00007355816,0.9020748,0.000052148593,0.0004971343,0.00060234044,0.006296439,0.000008052818,0.015770307,0.000029316392,0.07363176,0.00051441183],"study_design_scores_gemma":[0.0037081065,0.0008886963,0.90183103,0.0005089377,0.00023881861,0.00070742425,0.00035931656,0.0000017513945,0.08260225,0.000026292073,0.008584957,0.0005424182],"about_ca_topic_score_codex":0.056622118,"about_ca_topic_score_gemma":0.3509712,"teacher_disagreement_score":0.29434907,"about_ca_system_score_codex":0.00028801267,"about_ca_system_score_gemma":0.0008387795,"threshold_uncertainty_score":0.94965994},"labels":[],"label_agreement":null},{"id":"W2891378345","doi":"10.1016/j.cmi.2018.08.020","title":"Prioritizing research areas for antibiotic stewardship programmes in hospitals: a behavioural perspective consensus paper","year":2018,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Sinai Health System; University of Toronto; Ottawa Hospital; University Health Network","funders":"NIHR Imperial Biomedical Research Centre; National Institute for Health and Care Research; Joint Programming Initiative on Antimicrobial Resistance; National Institute for Health Research Health Protection Research Unit; Norges Forskningsråd; Imperial College London; Scottish Government; Economic and Social Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; World Health Organization","keywords":"Workgroup; Antimicrobial stewardship; Stewardship (theology); Scope (computer science); Health care; Medicine; Antibiotic Stewardship; Antibiotic resistance; Political science; Business; Public relations; Process management; Antibiotics; Computer science","score_opus":0.0688909621790818,"score_gpt":0.4010745914836811,"score_spread":0.33218362930459927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891378345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937381,0.0027264156,0.00003173427,0.00079961924,0.001304636,0.00078341074,0.00002726822,0.000059797778,0.00052900036],"genre_scores_gemma":[0.9985688,0.00034488083,0.00016053082,0.00017344733,0.00018379408,0.0000134072525,0.0000419036,0.00001620195,0.0004970547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747175,0.00077565183,0.0005326623,0.0006188999,0.000013908654,0.00058714935],"domain_scores_gemma":[0.9982238,0.0010007638,0.00012302217,0.00020008146,0.00041589723,0.000036469566],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019322056,0.00017826643,0.00042236887,0.00016714087,0.00042346207,0.00002218801,0.00009630304,0.00081278506,0.000036270932],"category_scores_gemma":[0.0011963033,0.00014798717,0.00013044929,0.00020667001,0.0028963154,0.000064417814,0.000087650435,0.00070647435,0.00010956819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010477867,0.00067141344,0.8155762,0.00006593666,0.00018936586,0.000008101966,0.0006369533,3.7679197e-8,0.1659265,0.0051280158,0.0027745394,0.007975173],"study_design_scores_gemma":[0.0048998035,0.0060208933,0.94549423,0.00037554503,0.00010373814,0.00030190448,0.0020090821,0.0000034386899,0.015697423,0.002547637,0.022073517,0.00047280738],"about_ca_topic_score_codex":0.0004561127,"about_ca_topic_score_gemma":0.0012140021,"teacher_disagreement_score":0.15022908,"about_ca_system_score_codex":0.00006999037,"about_ca_system_score_gemma":0.00010116204,"threshold_uncertainty_score":0.99981725},"labels":[],"label_agreement":null},{"id":"W2893424628","doi":"10.1016/j.medmal.2018.09.003","title":"Perceptions, attitudes, and practices of French junior physicians regarding antibiotic use and resistance","year":2018,"lang":"en","type":"article","venue":"Médecine et Maladies Infectieuses","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medical prescription; Specialty; Medicine; Family medicine; Psychological intervention; Antibiotic Stewardship; Antibiotic resistance; Antibiotics; Nursing","score_opus":0.019217026651294093,"score_gpt":0.29896447603289444,"score_spread":0.27974744938160034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893424628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911887,0.0053980746,0.00009362731,0.00039824887,0.0003209603,0.00015278252,0.000025470967,0.00005933052,0.0023627763],"genre_scores_gemma":[0.9903732,0.0039033978,0.0009145815,0.0001758351,0.00007165056,0.0000012030043,0.00001055941,0.00001867925,0.0045309085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989334,0.00016745306,0.0002615322,0.00034441147,0.000042978325,0.0002502599],"domain_scores_gemma":[0.99866945,0.00047581107,0.00035883015,0.000309344,0.00016689583,0.000019682515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023609666,0.00019259409,0.0003589558,0.00012130341,0.0002670831,0.000050582712,0.00010263207,0.00014101506,0.000097451906],"category_scores_gemma":[0.0006645345,0.00016151757,0.00004359451,0.00015120381,0.0010961008,0.0004351321,0.00013591589,0.00019329452,0.000028309662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008250228,0.00018385114,0.8930626,0.00028243774,0.00022298869,0.000003635918,0.0008738566,2.7462383e-7,0.09627846,0.0023841017,0.006295596,0.00032971802],"study_design_scores_gemma":[0.00082495186,0.00027835905,0.9717613,0.00071068935,0.00011015884,0.000038970276,0.00041556873,6.0187097e-7,0.01087853,0.00011564775,0.014658121,0.00020714338],"about_ca_topic_score_codex":0.00033383668,"about_ca_topic_score_gemma":0.003306215,"teacher_disagreement_score":0.085399926,"about_ca_system_score_codex":0.000014073227,"about_ca_system_score_gemma":0.000031837855,"threshold_uncertainty_score":0.65864956},"labels":[],"label_agreement":null},{"id":"W2898633272","doi":"10.22159/ajpcr.2018.v11i11.27489","title":"EVALUATION OF USE OF ANALGESICS IN PAIN MANAGEMENT AMONG SURGEONS IN A TERTIARY CARE HOSPITAL","year":2018,"lang":"en","type":"article","venue":"Asian Journal of Pharmaceutical and Clinical Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Indian Council of Medical Research","keywords":"Medicine; Medical prescription; Tramadol; Visual analogue scale; Analgesic; Tertiary care; Anesthesia; Physical therapy; Emergency medicine; Nursing","score_opus":0.153313298691092,"score_gpt":0.47933322009253604,"score_spread":0.32601992140144403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898633272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99678636,0.0018821516,0.00004487416,0.0005772673,0.00014653635,0.00021118065,0.000004088412,0.0000010631283,0.000346495],"genre_scores_gemma":[0.9987393,0.0010862977,0.00007374223,0.000025108719,0.00002657712,9.653887e-7,0.0000016183177,0.0000050384892,0.000041358337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954793,0.0029085123,0.0008883636,0.00015686169,0.0002900875,0.00027687146],"domain_scores_gemma":[0.9979894,0.0009317537,0.00016627982,0.00011766791,0.0007294322,0.00006543394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013508311,0.0000726713,0.00030060037,0.00026511736,0.00003516888,0.0000066952007,0.00016776135,0.0001598784,0.00014185741],"category_scores_gemma":[0.001622291,0.000054390614,0.000099918616,0.00028543494,0.001226725,0.00008862432,0.00009634987,0.00072426733,0.0000042155784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035995152,0.000596762,0.82877344,0.000083107516,0.00018052905,0.000050188883,0.0005446586,9.4363673e-7,0.000712826,0.00016970944,0.0002880989,0.1682398],"study_design_scores_gemma":[0.0024778799,0.00071096455,0.99037915,0.0005109231,0.00009930111,0.000003850717,0.002836013,0.00013388983,0.001894457,0.00039371007,0.00049836375,0.00006151992],"about_ca_topic_score_codex":0.00003785669,"about_ca_topic_score_gemma":0.00015890432,"teacher_disagreement_score":0.16817829,"about_ca_system_score_codex":0.00003739787,"about_ca_system_score_gemma":0.00014175085,"threshold_uncertainty_score":0.4681738},"labels":[],"label_agreement":null},{"id":"W2899276884","doi":"10.9778/cmajo.20180017","title":"Regional variability in outpatient antibiotic use in Ontario, Canada: a retrospective cross-sectional study","year":2018,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Health Sciences Centre; Ottawa Hospital; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Medical prescription; Poisson regression; Population; Antibiotics; Cross-sectional study; Defined daily dose; Environmental health","score_opus":0.03323308452944611,"score_gpt":0.2789126496897911,"score_spread":0.245679565160345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899276884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961089,0.000021374783,0.000008819679,0.00004100919,0.00077209016,0.00084382435,0.000020404283,0.000008210847,0.0021753542],"genre_scores_gemma":[0.99422735,0.0000010236798,0.00003716812,0.00014911512,0.000020313408,0.000006534529,0.000032632175,0.0000085836145,0.005517276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983816,0.0003065633,0.00039748606,0.00052718766,0.000068323636,0.0003188052],"domain_scores_gemma":[0.99928904,0.0001229505,0.000098935125,0.00034546244,0.000121541045,0.000022054586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078556256,0.0001451245,0.0002989338,0.00006545047,0.00016557296,0.00005570764,0.00038000953,0.00016853305,0.00093765557],"category_scores_gemma":[0.00019012629,0.00012777043,0.000028953875,0.00018337098,0.00026961524,0.00018758979,0.00026055347,0.00043280385,0.00006244116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003780367,0.0006994884,0.99604416,0.0000034191698,0.000050158287,0.000024439354,0.001011807,0.0000025599704,0.00031565697,0.00034282563,0.0011101643,0.000017308317],"study_design_scores_gemma":[0.0017108852,0.0002949922,0.99564826,0.00003382853,0.0000055192572,0.000008460918,0.00023549328,0.0000015562339,0.00030616063,0.00011854898,0.0014912172,0.00014506481],"about_ca_topic_score_codex":0.99454165,"about_ca_topic_score_gemma":0.999729,"teacher_disagreement_score":0.0051873247,"about_ca_system_score_codex":0.0012944873,"about_ca_system_score_gemma":0.0011953769,"threshold_uncertainty_score":0.9999756},"labels":[],"label_agreement":null},{"id":"W2899531781","doi":"10.1097/ccm.0000000000003514","title":"Long-Term Effects of Phased Implementation of Antimicrobial Stewardship in Academic ICUs: 2007–2015*","year":2018,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"North York General Hospital; Sinai Health System; University of Toronto; Queen's University; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Defined daily dose; Intensive care unit; Emergency medicine; Intensive care medicine; Antibiotic resistance; Antibiotics; Nursing; Medical prescription","score_opus":0.015764191525854447,"score_gpt":0.36630996367651025,"score_spread":0.3505457721506558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899531781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884823,0.008594217,0.0005903323,0.0007017167,0.001126527,0.00024161382,0.000023015422,0.000014214645,0.00022608157],"genre_scores_gemma":[0.9993404,0.00010651049,0.000034413664,0.00022818244,0.00017648225,0.0000020259274,0.000061349645,0.000009935587,0.000040655825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998868,0.00014026399,0.00044520985,0.00020438353,0.000060782153,0.00028135674],"domain_scores_gemma":[0.99918145,0.00032736897,0.00007876095,0.00017039088,0.00021356577,0.000028445013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018627633,0.00012415832,0.00039483662,0.00012407635,0.00004099159,9.427866e-7,0.00014990443,0.00023178819,0.00057929044],"category_scores_gemma":[0.00033904033,0.000095380215,0.000044114833,0.00014466821,0.0014590855,0.0000401507,0.000028221533,0.0002355952,0.000028030097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016252194,0.000062846004,0.061116606,0.0013010867,0.000028092118,0.000014000137,0.0018095105,1.0048218e-8,0.93196714,0.00028731633,0.001414986,0.0018358865],"study_design_scores_gemma":[0.0032837775,0.0009098353,0.10109248,0.0010629914,0.00011507819,0.000011867894,0.0017599096,4.947012e-8,0.8914705,0.000034170767,0.00016757585,0.00009177989],"about_ca_topic_score_codex":0.00009928297,"about_ca_topic_score_gemma":0.00008103997,"teacher_disagreement_score":0.040496655,"about_ca_system_score_codex":0.0000273943,"about_ca_system_score_gemma":0.000065691194,"threshold_uncertainty_score":0.6342824},"labels":[],"label_agreement":null},{"id":"W2899667549","doi":"10.1080/17441692.2018.1542017","title":"‘The disease isn't listening to the drug’: The socio-cultural context of antibiotic use for viral respiratory infections in rural Uganda","year":2018,"lang":"en","type":"article","venue":"Global Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Antibiotic resistance; Context (archaeology); Medicine; Focus group; Health care; Antibiotics; Government (linguistics); Resistance (ecology); Environmental health; Business; Economic growth; Geography","score_opus":0.02664751950350585,"score_gpt":0.30930496864993884,"score_spread":0.282657449146433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899667549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9341519,0.0029986615,0.00017526177,0.06020485,0.0011557379,0.0008574405,0.00024111001,0.00003553554,0.00017949929],"genre_scores_gemma":[0.99229586,0.00008598339,0.000010494015,0.006601389,0.00013565004,0.0000097970205,0.000023353756,0.000007467398,0.0008300137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982391,0.00048160672,0.00040119234,0.00019901835,0.000059654194,0.0006194562],"domain_scores_gemma":[0.9988609,0.0002986886,0.00017814727,0.00036978928,0.0002091524,0.00008330481],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010431109,0.00014058675,0.00021497291,0.00002956723,0.0014767903,0.000084674975,0.00037675945,0.00008568968,0.000015005592],"category_scores_gemma":[0.0006397632,0.00006712928,0.0001188347,0.00030391585,0.00085574767,0.00014922401,0.000104282,0.00020001137,0.000061592174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089923356,0.00053332,0.23572718,0.00016288327,0.00038243126,0.0000026917726,0.009290217,0.00000825923,0.0013141572,0.08951401,0.6104968,0.051668778],"study_design_scores_gemma":[0.0011565733,0.00038865535,0.21941315,0.000101298916,0.000020482286,0.000008162264,0.007847416,0.000012152471,0.0000973012,0.00013245163,0.7706654,0.00015695064],"about_ca_topic_score_codex":0.001575884,"about_ca_topic_score_gemma":0.006883015,"teacher_disagreement_score":0.16016857,"about_ca_system_score_codex":0.00018982295,"about_ca_system_score_gemma":0.0006110417,"threshold_uncertainty_score":0.99982315},"labels":[],"label_agreement":null},{"id":"W2901462661","doi":"10.1101/473769","title":"The distribution of antibiotic use and its association with antibiotic resistance","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Antibiotics; Antibiotic resistance; Population; Resistance (ecology); Medicine; Biology; Microbiology; Environmental health; Ecology","score_opus":0.009382889084822927,"score_gpt":0.19978856919023003,"score_spread":0.1904056801054071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901462661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881399,0.009356656,0.00019933701,0.00024653785,0.0009000658,0.0005252917,0.0005146226,0.00010968112,0.000007857424],"genre_scores_gemma":[0.9972504,0.0022545739,0.0001424472,0.000029658504,0.00008664038,0.0000034211878,0.0000029133373,0.000050540268,0.00017944825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99786556,0.00028876308,0.00049133674,0.000674883,0.00014313894,0.00053634087],"domain_scores_gemma":[0.9971084,0.00030426346,0.0009189342,0.0007797701,0.0008393066,0.000049310256],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007325995,0.00039856823,0.00054539496,0.00007051955,0.00046849385,0.00013349493,0.00036590488,0.00079653,0.0000071138297],"category_scores_gemma":[0.0005940977,0.00029021633,0.00008810958,0.00029193296,0.0004385553,0.00014464399,0.00024757456,0.0006193658,0.000048160917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004249826,0.00020736283,0.14444461,0.0009985814,0.001157653,0.000018101837,0.000020129317,0.0000039796237,0.8459165,0.0032144112,0.003592424,0.0000012472631],"study_design_scores_gemma":[0.0005047106,0.00008239495,0.452347,0.0011327802,0.00024242734,3.247458e-8,0.0000048022953,0.000008728986,0.5408733,0.0000013176641,0.004445862,0.00035661747],"about_ca_topic_score_codex":0.00003215517,"about_ca_topic_score_gemma":0.000028949187,"teacher_disagreement_score":0.3079024,"about_ca_system_score_codex":0.00020541725,"about_ca_system_score_gemma":0.000291681,"threshold_uncertainty_score":0.999955},"labels":[],"label_agreement":null},{"id":"W2901465248","doi":"10.3138/jammi.2017-0011","title":"Prospective audit and feedback of piperacillin-tazobactam use in a large urban tertiary care hospital","year":2018,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; Alberta Health Services; University of Alberta","funders":"","keywords":"Piperacillin; Medicine; Piperacillin/tazobactam; Regimen; Tazobactam; Cost effectiveness; Intensive care medicine; Prospective cohort study; Antimicrobial stewardship; Emergency medicine; Surgery; Antibiotics; Antibiotic resistance; Risk analysis (engineering)","score_opus":0.001724649899630644,"score_gpt":0.18709234411477213,"score_spread":0.1853676942151415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901465248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99453884,0.0031348264,0.000005486793,0.0011911369,0.0008500879,0.000116185285,0.00013033191,0.0000021794472,0.000030946077],"genre_scores_gemma":[0.9990807,0.00031260334,0.0000028499596,0.0003766318,0.00006347468,5.8644355e-7,0.0000068333993,0.000004673348,0.0001516586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989758,0.0002415601,0.00041056355,0.00011652081,0.00007257346,0.00018295721],"domain_scores_gemma":[0.99872416,0.00021763328,0.000609997,0.00008886058,0.0003019851,0.000057384957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003395058,0.000099136916,0.0003055861,0.000055715678,0.000102162405,0.0000042428483,0.00013699624,0.00024237296,0.00006442163],"category_scores_gemma":[0.0010756538,0.000065881606,0.0000704091,0.00008911657,0.00031476733,0.000063348634,0.00007427877,0.00033238425,5.842246e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009738351,0.00012764432,0.9854463,0.000051553037,0.00023121508,0.0000071615973,0.00049866305,2.9559672e-7,0.0054979366,0.00010888626,0.007818681,0.0001143146],"study_design_scores_gemma":[0.0021202397,0.00017226383,0.98920584,0.00025920334,0.00009478862,0.00003246821,0.00037924014,9.598323e-7,0.0033287022,0.000045752276,0.004278546,0.00008199827],"about_ca_topic_score_codex":0.007294262,"about_ca_topic_score_gemma":0.100362726,"teacher_disagreement_score":0.093068466,"about_ca_system_score_codex":0.00019748889,"about_ca_system_score_gemma":0.00080662477,"threshold_uncertainty_score":0.9993163},"labels":[],"label_agreement":null},{"id":"W2901726854","doi":"10.1093/cid/ciy978","title":"The Relative Impact of Community and Hospital Antibiotic Use on the Selection of Extended-spectrum Beta-lactamase–producing Escherichia coli","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of General Medical Sciences; National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention; National Institutes of Health","keywords":"Antimicrobial stewardship; Medicine; Antibiotics; Psychological intervention; Antibiotic resistance; Antibiotic Stewardship; Medical prescription; Stewardship (theology); Environmental health; Intensive care medicine; Microbiology; Nursing; Biology","score_opus":0.026980100475071128,"score_gpt":0.3209337653285388,"score_spread":0.29395366485346763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901726854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981016,0.0005931175,0.00003699779,0.0002577959,0.000369379,0.0002819354,0.000045344594,0.000038100774,0.00027574206],"genre_scores_gemma":[0.9992564,0.00040096798,0.0000025844267,0.000082709004,0.00006173227,0.0000013955638,0.000008066205,0.000012722135,0.00017345916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979275,0.0011753684,0.0004484921,0.00018701908,0.000041202038,0.00022043021],"domain_scores_gemma":[0.9952849,0.0037038298,0.00039555292,0.00043346584,0.00014692901,0.000035316618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005912445,0.00015764312,0.00034345785,0.00003314916,0.00080271356,0.000021927053,0.00015715466,0.00016398042,0.00005563404],"category_scores_gemma":[0.0018794748,0.00008183256,0.00025436294,0.00019630301,0.0024821465,0.000093767645,0.000090999056,0.0005631965,0.000021106507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044155197,0.0017677848,0.98419,0.000029081415,0.0011473522,6.5458244e-7,0.00039586856,0.0000028399418,0.0046547623,0.003775323,0.0024889803,0.0011057912],"study_design_scores_gemma":[0.0005157016,0.003841277,0.9878918,0.000082157676,0.00019239506,0.0000018147211,0.00016691872,0.0000064725223,0.0062102927,0.0008604171,0.0001276528,0.000103135906],"about_ca_topic_score_codex":0.00046108072,"about_ca_topic_score_gemma":0.00020196722,"teacher_disagreement_score":0.003701754,"about_ca_system_score_codex":0.000029227944,"about_ca_system_score_gemma":0.00009862334,"threshold_uncertainty_score":0.9145572},"labels":[],"label_agreement":null},{"id":"W2901969012","doi":"10.1093/ofid/ofy210.1525","title":"1869. Telepharmacy Support of an Antimicrobial Stewardship Program in a Small Rural Canadian Acute Care Hospital","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial stewardship; Pharmacist; Clinical pharmacy; Accreditation; Audit; Hospital accreditation; Acute care; Nursing; Stewardship (theology); Community hospital; Medical emergency; Family medicine; Health care; Pharmacy; Antibiotics; Antibiotic resistance; Medical education; Business","score_opus":0.006104311317636834,"score_gpt":0.26887973320386865,"score_spread":0.2627754218862318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901969012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910469,0.00028911894,0.00000196361,0.00016867815,0.0007104402,0.0011336039,0.0005881543,0.00007191412,0.0059892097],"genre_scores_gemma":[0.9983805,0.00004258392,0.00004454813,0.0004049582,0.000044005774,0.000022730874,0.0005928113,0.00002876945,0.00043911702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859506,0.00010621344,0.0002934712,0.0003232356,0.000027431628,0.00065460976],"domain_scores_gemma":[0.9992613,0.000015717207,0.00012393562,0.00031960564,0.00015000545,0.00012943405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000061683735,0.00022141717,0.00035705388,0.00017536708,0.00028497723,0.00007567541,0.0005179114,0.00016950336,0.0005478762],"category_scores_gemma":[0.000022583201,0.00020196091,0.00010888807,0.00022561777,0.00043233729,0.00026698806,0.00017378936,0.00016099852,0.00018189907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052999344,0.0021528956,0.94390386,0.00013762646,0.00056694646,0.00017735893,0.0023679174,0.000002109059,0.008401607,0.0004725095,0.015649801,0.025637388],"study_design_scores_gemma":[0.020816565,0.014898534,0.6849423,0.00076753617,0.0011968205,0.0003420391,0.011965382,0.000008001209,0.16017821,0.00056994066,0.10146027,0.0028543924],"about_ca_topic_score_codex":0.088959165,"about_ca_topic_score_gemma":0.27953583,"teacher_disagreement_score":0.25896156,"about_ca_system_score_codex":0.000105335435,"about_ca_system_score_gemma":0.0006786035,"threshold_uncertainty_score":0.9171075},"labels":[],"label_agreement":null},{"id":"W2902127534","doi":"10.3138/jammi.2018-0021","title":"Antimicrobial use and suitability in long-term care facilities: A retrospective cross-sectional study","year":2018,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Medical prescription; Antimicrobial stewardship; Antimicrobial; Antibiotics; Respiratory tract infections; Incidence (geometry); Long-term care; Internal medicine; Antibiotic resistance; Pharmacy; Emergency medicine; Pediatrics; Intensive care medicine; Respiratory system; Family medicine","score_opus":0.00540554915261437,"score_gpt":0.2398894423889258,"score_spread":0.2344838932363114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902127534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709576,0.00085682,0.000004938571,0.00030810034,0.0013427199,0.00017959725,0.000191564,0.000003628099,0.000016844388],"genre_scores_gemma":[0.9994208,0.0001038716,8.580943e-7,0.00018090528,0.00007426585,8.1726654e-7,0.000008769973,0.000004418784,0.00020529293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984999,0.00047275788,0.0005355403,0.00018041252,0.000105960135,0.00020548735],"domain_scores_gemma":[0.9985767,0.00029005608,0.0004947075,0.00011630306,0.0004590353,0.00006319938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007421797,0.000118719305,0.0003304962,0.00006538664,0.000214434,0.000018004317,0.00017004578,0.00026348236,0.00012272975],"category_scores_gemma":[0.0017398909,0.00008258058,0.00007710762,0.000106101,0.0005582889,0.000093252354,0.00010518834,0.00045396452,7.032457e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023862024,0.00017826022,0.99573886,0.000052798838,0.00022044218,0.000010901571,0.0004358794,6.606138e-7,0.0022202067,0.000025015892,0.000829178,0.000049174258],"study_design_scores_gemma":[0.0020653687,0.00020203578,0.99634784,0.000074839794,0.00004981245,0.00007580215,0.00022235829,2.1607804e-7,0.0005038935,0.00002151167,0.0003565824,0.00007973503],"about_ca_topic_score_codex":0.030310115,"about_ca_topic_score_gemma":0.40168032,"teacher_disagreement_score":0.3713702,"about_ca_system_score_codex":0.0004889419,"about_ca_system_score_gemma":0.0009768896,"threshold_uncertainty_score":0.9761471},"labels":[],"label_agreement":null},{"id":"W2902249064","doi":"10.1093/ofid/ofy210.1307","title":"A retrospective review of Pseudomonas aeruginosa infection in a quarternary intensive care unit: epidemiology, outcomes, and antimicrobial susceptibilities: 2013-2016.","year":2018,"lang":"en","type":"review","venue":"Europe PMC (PubMed Central)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Epidemiology; Pseudomonas aeruginosa; Medicine; Intensive care unit; Antimicrobial; Intensive care medicine; Antimicrobial stewardship; Microbiology; Antibiotics; Biology; Internal medicine; Antibiotic resistance; Bacteria","score_opus":0.03249239095230368,"score_gpt":0.292595547988434,"score_spread":0.26010315703613035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902249064","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058308817,0.9888569,0.000009636854,0.00022141423,0.002044172,0.0022047076,0.00040692106,0.000065734974,0.00035962233],"genre_scores_gemma":[0.0019359553,0.99563015,0.00003553024,0.0004885881,0.0001334447,0.00004680658,0.00046329663,0.00007812174,0.0011881266],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933529,0.0024463357,0.0017874722,0.0010979174,0.00006385068,0.0012515292],"domain_scores_gemma":[0.9966818,0.00046200512,0.0012664387,0.00082391646,0.0006618486,0.00010399032],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010902726,0.0007954545,0.0039205635,0.00033473413,0.00011378727,0.00001021903,0.00041976146,0.00076563423,0.00012545851],"category_scores_gemma":[0.0023164114,0.00059206196,0.0006050136,0.0005336938,0.0011820237,0.00011399451,0.0002746932,0.0011563773,0.00017839263],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003124241,0.00048917864,0.37337977,0.3551225,0.0031145585,0.00022645247,0.0095291035,1.8863898e-7,0.00004664688,0.0005465085,0.088644974,0.16858767],"study_design_scores_gemma":[0.0008998325,0.00025147301,0.05063399,0.122155555,0.0009242527,0.00025677268,0.00022150908,4.3710976e-8,0.00002358417,0.0000162224,0.82392734,0.0006894118],"about_ca_topic_score_codex":0.0008954032,"about_ca_topic_score_gemma":0.00037295197,"teacher_disagreement_score":0.73528236,"about_ca_system_score_codex":0.00028893066,"about_ca_system_score_gemma":0.0004155555,"threshold_uncertainty_score":0.9996531},"labels":[],"label_agreement":null},{"id":"W2902422145","doi":"10.1093/ofid/ofy210.1473","title":"1817. Benchmarking Outpatient Antimicrobial Use in Manitoba Through Population-Based Research","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Medical prescription; Benchmarking; Population; Antimicrobial stewardship; Family medicine; Demography; Environmental health; Antibiotic resistance; Antibiotics; Nursing","score_opus":0.05773849351991645,"score_gpt":0.3251118584135723,"score_spread":0.2673733648936559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902422145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99313116,0.00022822879,0.000106861655,0.0001837544,0.0010006918,0.00076804904,0.00008586069,0.00006021274,0.004435156],"genre_scores_gemma":[0.99831027,0.000026304677,0.00007224477,0.0006561022,0.000075226075,0.000023845894,0.0003176313,0.000024919436,0.0004934696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981617,0.00035254247,0.000321491,0.0004622146,0.00007543478,0.00062663434],"domain_scores_gemma":[0.99904054,0.0002500458,0.000104059916,0.00039567053,0.00017600133,0.000033670363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002305883,0.00018149601,0.00027115314,0.00018315573,0.00080612773,0.00018724092,0.0003760985,0.00019402105,0.00067222223],"category_scores_gemma":[0.00015882376,0.0001631833,0.00008190697,0.0003939972,0.0003495808,0.00044253742,0.00031068618,0.00028429067,0.00044184958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028506512,0.0006584767,0.9765504,0.000021948023,0.000048321654,0.000012276571,0.00011139456,0.000020620639,0.0012825014,0.0013987002,0.018735105,0.0008751823],"study_design_scores_gemma":[0.0031395247,0.000841781,0.9703369,0.00051991147,0.000047942016,0.0000126626255,0.00041797222,0.000026720092,0.0068203886,0.0015286767,0.015813077,0.0004944213],"about_ca_topic_score_codex":0.020251265,"about_ca_topic_score_gemma":0.033149414,"teacher_disagreement_score":0.012898149,"about_ca_system_score_codex":0.0001940349,"about_ca_system_score_gemma":0.00016500763,"threshold_uncertainty_score":0.986273},"labels":[],"label_agreement":null},{"id":"W2902947819","doi":"10.3389/fphar.2018.01396","title":"Antibiotic Expenditure by Public Healthcare Institutions in Shandong Province in China, 2012–2016","year":2018,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Antibiotics; Procurement; Antibiotic resistance; Medicine; Health care; China; Defined daily dose; Public health; Rural area; Environmental health; Business; Medical prescription; Economic growth; Nursing; Geography","score_opus":0.012815917758922357,"score_gpt":0.2808308371548088,"score_spread":0.2680149193958864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902947819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92714643,0.042246472,0.0019507055,0.009554282,0.013379188,0.0012984058,0.00012406247,0.00010075417,0.00419968],"genre_scores_gemma":[0.99422467,0.0012442833,0.00026859582,0.0008762965,0.00011272783,0.000016962576,0.000103774924,0.000018888744,0.0031338222],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762225,0.00045012133,0.00048330342,0.0005417004,0.00004041622,0.00086222874],"domain_scores_gemma":[0.9995429,0.00003216098,0.00013034791,0.0002104324,0.000032553307,0.000051607378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003394644,0.00024262132,0.0004849835,0.00055555365,0.00016534004,0.00001173919,0.00043077616,0.0005323578,0.00045300688],"category_scores_gemma":[0.000031129646,0.00022443419,0.000050446644,0.00046038436,0.0008491129,0.00029423094,0.00011081054,0.00077973155,0.00015097894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047899983,0.000794742,0.34612736,0.000096911725,0.000084700296,0.00013751298,0.0010300978,0.0000065583795,0.041093715,0.0006476735,0.6052695,0.0042322315],"study_design_scores_gemma":[0.019508239,0.0008611812,0.22318622,0.0005735904,0.00006504529,0.00012593504,0.002126133,0.00017350508,0.060062286,0.0006058291,0.6913423,0.0013697459],"about_ca_topic_score_codex":0.0003993493,"about_ca_topic_score_gemma":0.0029175994,"teacher_disagreement_score":0.12294115,"about_ca_system_score_codex":0.00028078473,"about_ca_system_score_gemma":0.0004834482,"threshold_uncertainty_score":0.9152161},"labels":[],"label_agreement":null},{"id":"W2903151515","doi":"10.1093/ofid/ofy210.2052","title":"2399. β-Lactam Therapy for Potential AmpC-Producing Organisms: A Cohort Study and an Updated Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Polytechnique Montréal","funders":"","keywords":"Medicine; Internal medicine; Bacteremia; Enterobacter; Odds ratio; Acinetobacter; Citrobacter; Retrospective cohort study; Cohort; Surgery; Antibiotics; Microbiology; Escherichia coli; Biology","score_opus":0.01682088700662134,"score_gpt":0.3019299212836022,"score_spread":0.28510903427698087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903151515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81591696,0.16305201,0.00088173465,0.0007218501,0.00025362652,0.01815668,0.00044359907,0.00020545522,0.00036807824],"genre_scores_gemma":[0.9959741,0.001213878,0.000018762845,0.0011207872,0.000014172075,0.0002237377,0.00018341397,0.000024338755,0.0012267911],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9982719,0.0003958834,0.00040086854,0.0006088819,0.00004444738,0.0002780179],"domain_scores_gemma":[0.9988946,0.00005006824,0.00024960673,0.00056749186,0.00018295027,0.000055316155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004716146,0.00025017528,0.0015673962,0.00009467733,0.000662315,0.00015787191,0.00023710387,0.00007961096,0.0011256712],"category_scores_gemma":[0.00006235868,0.0001636218,0.00023371108,0.0002681583,0.00019585744,0.000249038,0.00015395439,0.0000675724,0.000034447756],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061043125,0.004505017,0.2997111,0.015992759,0.6610503,0.00001805553,0.0010464295,0.0000018940259,0.0034654296,0.00050355983,0.012975523,0.00011943887],"study_design_scores_gemma":[0.002661951,0.0026396872,0.045327697,0.00030763296,0.9455626,0.00006032872,0.0012080551,0.000009509851,0.0009027225,0.00034603573,0.00026121197,0.0007125512],"about_ca_topic_score_codex":0.00039314092,"about_ca_topic_score_gemma":0.00046768397,"teacher_disagreement_score":0.28451228,"about_ca_system_score_codex":0.000014717503,"about_ca_system_score_gemma":0.00004082204,"threshold_uncertainty_score":0.99978745},"labels":[],"label_agreement":null},{"id":"W2903359600","doi":"10.1093/ofid/ofy210.202","title":"189. Evaluating the Impact of Mandatory Indications on Antibiotic Utilization: A Retrospective Study","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine; Retrospective cohort study; Antibiotics; Intensive care medicine; Emergency medicine; Pediatrics; Internal medicine; Microbiology","score_opus":0.03587498362501389,"score_gpt":0.37664241887103067,"score_spread":0.34076743524601677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903359600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827034,0.0003823316,0.000038952432,0.000057107478,0.00025087217,0.0010577171,0.00009732079,0.00004182577,0.015370471],"genre_scores_gemma":[0.9990316,0.000018968702,0.0000024280855,0.0000859437,0.000027275568,0.000013071631,0.00003757499,0.000015073955,0.00076807296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989169,0.00027792846,0.00023439896,0.00028062577,0.0000629356,0.00022719025],"domain_scores_gemma":[0.99898726,0.00009106373,0.00023898091,0.00047570528,0.00018311162,0.00002388157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022590302,0.0001480982,0.0002390998,0.00008067413,0.0008050345,0.000049333146,0.0003748865,0.00006972917,0.0007602379],"category_scores_gemma":[0.00018584635,0.00009090668,0.00011018387,0.00031584586,0.00044044474,0.0001190809,0.00018707794,0.0001234152,0.00028553023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023656453,0.0019298044,0.98759544,0.0000064894366,0.000532938,0.0000010925049,0.0006412501,0.0000081292055,0.0012391238,0.002115354,0.004471385,0.0012224015],"study_design_scores_gemma":[0.0012742883,0.0059327437,0.98912436,0.0000687205,0.0001546656,0.0000072763864,0.0013095952,0.0000123545415,0.0012456358,0.00067167653,0.00007104721,0.00012766018],"about_ca_topic_score_codex":0.0006424451,"about_ca_topic_score_gemma":0.00027318767,"teacher_disagreement_score":0.01632819,"about_ca_system_score_codex":0.00008400692,"about_ca_system_score_gemma":0.00020280515,"threshold_uncertainty_score":0.83240724},"labels":[],"label_agreement":null},{"id":"W2904832332","doi":"10.1093/cid/ciy1031","title":"Empiric Antibiotic Treatment Thresholds for Serious Bacterial Infections: A Scenario-based Survey Study","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Interquartile range; Specialty; Regimen; Sepsis; Genitourinary system; Internal medicine; Antibiotics; Emergency medicine; Intensive care medicine; Family medicine","score_opus":0.06007151732637174,"score_gpt":0.38149291885042397,"score_spread":0.32142140152405224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904832332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923687,0.0004752453,0.0003596163,0.000058280115,0.0042631426,0.0016363548,0.00036808613,0.00030805275,0.00016254965],"genre_scores_gemma":[0.99804217,0.00008412477,0.0000070312785,0.0002871476,0.000541622,0.000050160066,0.00033443104,0.000040835916,0.0006124604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972905,0.0007822466,0.0007063352,0.00069002615,0.00004564966,0.00048522308],"domain_scores_gemma":[0.99744403,0.001363619,0.00023874035,0.0005721768,0.00027827686,0.000103141756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047475946,0.00033459353,0.00069110794,0.00012216644,0.0006741349,0.00006469063,0.00017650901,0.00033372125,0.00039313844],"category_scores_gemma":[0.0009647174,0.00025732286,0.00039690037,0.00027330834,0.00078919716,0.000079149315,0.0000551463,0.00015617083,0.0005666805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007423727,0.011047463,0.98036325,0.000026442915,0.00066672766,0.0000069631606,0.00004888864,0.0000041758876,0.0003591657,0.000015114053,0.0036852786,0.0030341474],"study_design_scores_gemma":[0.008155712,0.01529018,0.9672099,0.000048443813,0.00051297486,0.000005549305,0.000049528662,0.000014299188,0.00054267014,0.000057856483,0.0077660047,0.00034693177],"about_ca_topic_score_codex":0.0004245328,"about_ca_topic_score_gemma":0.004608333,"teacher_disagreement_score":0.0131534105,"about_ca_system_score_codex":0.0000935947,"about_ca_system_score_gemma":0.00039301504,"threshold_uncertainty_score":0.9999879},"labels":[],"label_agreement":null},{"id":"W2905805595","doi":"10.1371/journal.pone.0208447","title":"Opportunities and barriers to implementing antibiotic stewardship in low and middle-income countries: Lessons from a mixed-methods study in a tertiary care hospital in Ethiopia","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Antimicrobial stewardship; Medicine; Thematic analysis; Referral; Family medicine; Antibiotic resistance; Qualitative research; Pharmacist; Health care; Cross-sectional study; Qualitative property; Pharmacy; Nursing; Antibiotics; Political science","score_opus":0.03130345548310727,"score_gpt":0.29938483530865523,"score_spread":0.26808137982554797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905805595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956318,0.0028319797,0.0000083365585,0.0005968167,0.00011437426,0.000649389,0.00008921556,0.000022247516,0.000055831235],"genre_scores_gemma":[0.9985993,0.00025195547,0.0008115447,0.00017801547,0.000024175462,0.000010152228,0.000018465329,0.000019215731,0.000087162334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812883,0.00048235693,0.00041338248,0.00044263597,0.00005746681,0.00047534195],"domain_scores_gemma":[0.999319,0.00025446797,0.00008178434,0.00022526867,0.00005445123,0.000065003595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006266838,0.00020137441,0.0004608736,0.00027813492,0.00014118165,0.000033623077,0.00014824228,0.00019950533,0.000060817674],"category_scores_gemma":[0.00022281615,0.00019327301,0.000018707246,0.00015939293,0.00028521434,0.000101855636,0.00024175538,0.00030126856,0.000009218081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008990388,0.00035515247,0.94227475,0.0003397815,0.00015090636,0.000063312866,0.049818136,7.547774e-8,0.0064156684,0.000048812886,0.0000051223915,0.0004383557],"study_design_scores_gemma":[0.0019937304,0.00042696076,0.85039425,0.0031280932,0.00006261959,0.0000014973792,0.12622581,0.000005291252,0.017414456,0.000040823124,0.00003093855,0.00027550056],"about_ca_topic_score_codex":0.0017045655,"about_ca_topic_score_gemma":0.01362671,"teacher_disagreement_score":0.09188049,"about_ca_system_score_codex":0.00006176818,"about_ca_system_score_gemma":0.000109839915,"threshold_uncertainty_score":0.78814447},"labels":[],"label_agreement":null},{"id":"W2908233001","doi":"","title":"How a Medical Miracle Evolved into a Human Hazard: The History of Antibiotic Resistance","year":2018,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Miracle; Antibiotic resistance; Antibiotics; Government (linguistics); Public health; Penicillin; Resistance (ecology); Medicine; Intensive care medicine; Business; Political science; Biology; Microbiology; Law; Ecology","score_opus":0.01256969482426289,"score_gpt":0.23663114733444293,"score_spread":0.22406145251018003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908233001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8509013,0.03632707,0.001611708,0.012904945,0.0040288675,0.0005109984,0.0000080701175,0.00021661996,0.09349042],"genre_scores_gemma":[0.8003018,0.000051517745,0.0001599068,0.00041360353,0.000067475834,7.8849075e-7,0.0000056014196,0.000010941589,0.19898838],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989474,0.0001623309,0.00024949538,0.00026804928,0.00009434514,0.00027838445],"domain_scores_gemma":[0.9990973,0.000099572564,0.00014207122,0.0005074727,0.00012499794,0.000028584347],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035583047,0.00014114656,0.00026898202,0.000052114232,0.0002074454,0.0000074815325,0.00047985202,0.00026928223,0.0015633224],"category_scores_gemma":[0.00016244603,0.000084478714,0.00010316382,0.000100809935,0.0023749222,0.000057106317,0.00009595553,0.0002295429,0.00021003615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017649266,0.00025614188,0.0021758305,0.00012038078,0.00024173238,0.0000126185405,0.002022811,1.1667981e-8,0.4862939,0.017342241,0.49048883,0.0008690049],"study_design_scores_gemma":[0.0015240916,0.0003344071,0.012871581,0.00032795104,0.00008602148,0.000021708285,0.00127704,0.0000050974654,0.122618206,0.0007076178,0.85990584,0.00032041295],"about_ca_topic_score_codex":0.0001755126,"about_ca_topic_score_gemma":0.003584329,"teacher_disagreement_score":0.36941704,"about_ca_system_score_codex":0.00008533072,"about_ca_system_score_gemma":0.00021381074,"threshold_uncertainty_score":0.99934936},"labels":[],"label_agreement":null},{"id":"W2908580023","doi":"10.1093/cid/ciy1130","title":"Late-career Physicians Prescribe Longer Courses of Antibiotics","year":2019,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Joseph's Health Centre; Ottawa Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Public Health Ontario","funders":"Public Health Ontario","keywords":"Medicine; Antimicrobial stewardship; Psychological intervention; Logistic regression; Antibiotics; Odds ratio; Confidence interval; Retrospective cohort study; Family medicine; Generalized estimating equation; Cohort; Duration (music); Antibiotic Stewardship; Demography; Emergency medicine; Pediatrics; Internal medicine; Antibiotic resistance; Nursing","score_opus":0.01991197680430084,"score_gpt":0.2936621911755668,"score_spread":0.27375021437126595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908580023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912872,0.0026062867,0.000056325993,0.00006852041,0.0020731506,0.00024143446,0.00011612908,0.00011341255,0.0034375496],"genre_scores_gemma":[0.9935234,0.00046197677,0.0000044886037,0.00036064364,0.00009781853,2.871863e-7,0.00005678919,0.00002092672,0.0054736505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987005,0.00017167315,0.00047478641,0.0003246573,0.00004780192,0.00028058767],"domain_scores_gemma":[0.9987183,0.00046501227,0.00022854883,0.0004204784,0.000130401,0.000037241476],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011496687,0.00016311341,0.00050930574,0.000044410706,0.00006791827,0.000010169677,0.00018085803,0.00026255636,0.00068192213],"category_scores_gemma":[0.00019108709,0.00013366084,0.000323961,0.000116647396,0.0005489971,0.00007211838,0.00007908022,0.0002369273,0.0012141314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007230649,0.0013132376,0.9799104,0.000113616516,0.0004246576,0.0000063129924,0.00004486269,0.00002778043,0.005776577,0.00055027386,0.009745831,0.0020141676],"study_design_scores_gemma":[0.0020172184,0.0007438399,0.97721964,0.00030023282,0.00040940059,0.0000034874092,0.00014566477,0.000013388297,0.010030842,0.00037762916,0.008400084,0.00033854425],"about_ca_topic_score_codex":0.000020146754,"about_ca_topic_score_gemma":0.000016220918,"teacher_disagreement_score":0.004254265,"about_ca_system_score_codex":0.000010502711,"about_ca_system_score_gemma":0.00007084399,"threshold_uncertainty_score":0.9995635},"labels":[],"label_agreement":null},{"id":"W2909389781","doi":"10.3138/jammi.2018-0020","title":"Development of a competency-based medical education curriculum for antimicrobial stewardship","year":2019,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Alberta Health Services","funders":"","keywords":"Antimicrobial stewardship; Curriculum; Psychological intervention; Competence (human resources); Medical education; Core competency; Graduate medical education; Audit; Medicine; Educational program; Core curriculum; Nursing; Pedagogy; Psychology; Political science; Accreditation; Management; Microbiology","score_opus":0.0027052207477157387,"score_gpt":0.21372750195264567,"score_spread":0.21102228120492994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909389781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99207884,0.00090760656,0.00010033374,0.004362975,0.0022573073,0.00018490088,0.000044543132,0.000002897376,0.00006058285],"genre_scores_gemma":[0.9983876,0.00005081147,0.00011673798,0.0011895325,0.000045860124,0.0000014383086,0.00002667121,0.000005419941,0.00017597392],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872965,0.00021847342,0.0006295376,0.00010592432,0.00014602795,0.00017039156],"domain_scores_gemma":[0.9981956,0.0002811732,0.0009840891,0.00009634243,0.0003597937,0.00008298921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008869814,0.00010037368,0.0003645844,0.000059904356,0.000097468444,0.0000027030712,0.00027290062,0.0002938713,0.000207197],"category_scores_gemma":[0.001374987,0.000066352746,0.00013088445,0.00008741657,0.00012941218,0.000025674282,0.000045774552,0.00027456135,0.0000012544723],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006781146,0.002044144,0.75996774,0.0013051042,0.0016713464,0.0000043330433,0.00027115323,0.000022349237,0.12050043,0.0064001996,0.10233555,0.004799544],"study_design_scores_gemma":[0.030443957,0.0011557798,0.37599394,0.007799916,0.0015066197,0.00042982397,0.0012011857,0.00013683755,0.14613192,0.0011581597,0.43279517,0.0012467024],"about_ca_topic_score_codex":0.0018031896,"about_ca_topic_score_gemma":0.024281103,"teacher_disagreement_score":0.3839738,"about_ca_system_score_codex":0.00019082817,"about_ca_system_score_gemma":0.018561518,"threshold_uncertainty_score":0.99352324},"labels":[],"label_agreement":null},{"id":"W2909689998","doi":"10.1371/journal.pone.0209641","title":"A cross-sectional study to identify the distribution and characteristics of licensed and unlicensed private drug shops in rural Eastern Uganda to inform an iCCM intervention to improve health outcomes for children under five years","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Grand Challenges Canada","keywords":"Snowball sampling; Medicine; Environmental health; Cross-sectional study; Malaria; Family medicine; Thematic analysis; Descriptive statistics; Intervention (counseling); Qualitative research; Nursing","score_opus":0.017476781091402955,"score_gpt":0.29804017165231644,"score_spread":0.2805633905609135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909689998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99717885,0.000030628944,0.00013379873,0.00033370603,0.00010465982,0.0018198024,0.00038655408,0.000011230222,7.863229e-7],"genre_scores_gemma":[0.9988392,0.0000053436465,0.000037151003,0.00021334777,0.000013688625,0.000017725723,0.00019193254,0.000008255525,0.00067335967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991679,0.000057349476,0.0003374213,0.00019651256,0.0000546017,0.00018619558],"domain_scores_gemma":[0.9995554,0.000055757508,0.00011905708,0.00016384684,0.00006895961,0.000036973313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032856336,0.00010089011,0.00026614912,0.00006213898,0.0000847333,0.000036170397,0.00010072477,0.000053789874,0.000012106132],"category_scores_gemma":[0.000052977055,0.000078286124,0.00003033627,0.0000906725,0.00003981581,0.00007929965,0.00010639922,0.00010154976,0.000020353327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006498658,0.00072557444,0.9801914,0.00006382266,0.0001891911,1.1946906e-7,0.0029494201,0.0000011119765,0.014452406,0.000055025193,0.00000983217,0.0007122352],"study_design_scores_gemma":[0.0016810279,0.00086081174,0.99487436,0.00010802722,0.000022944168,9.1454586e-7,0.00097625685,0.0000072605126,0.0013620307,0.000010579039,0.000007258991,0.00008854969],"about_ca_topic_score_codex":0.0004977777,"about_ca_topic_score_gemma":0.00050875044,"teacher_disagreement_score":0.014682943,"about_ca_system_score_codex":0.000042102594,"about_ca_system_score_gemma":0.000017355176,"threshold_uncertainty_score":0.31924155},"labels":[],"label_agreement":null},{"id":"W2909861263","doi":"10.20969/vskm.2018.11(6).16-22","title":"ANALYSIS OF THE RANGE OF ANTIMICROBIAL MEDICINES FOR INFECTIOUS DISEASES TREATMENT","year":2018,"lang":"en","type":"article","venue":"The Bulletin of Contemporary Clinical Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Medicine; Antimicrobial; Traditional medicine; Internal medicine; Microbiology; Biology","score_opus":0.03469692153757893,"score_gpt":0.32812143560738355,"score_spread":0.29342451406980463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909861263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96167433,0.008803278,0.00020649552,0.023293361,0.0015559635,0.0008928585,0.00019461967,0.000021221585,0.0033578454],"genre_scores_gemma":[0.9968932,0.00044868927,0.000010649844,0.0008293877,0.00021822394,0.0000043680975,0.000025348778,0.000007179089,0.0015629497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982054,0.00038121582,0.001034475,0.00018793461,0.00006068613,0.00013028158],"domain_scores_gemma":[0.9960165,0.0024532173,0.0007677776,0.0005071695,0.00023427833,0.000021063077],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00073942414,0.00013833097,0.0010392814,0.00007840484,0.000094725714,6.3164526e-7,0.00031646038,0.0001354577,0.00045387662],"category_scores_gemma":[0.0009690883,0.00005755528,0.00045649768,0.00025114277,0.0042593074,0.0000060072466,0.000052070332,0.0000888673,0.000006601254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067608296,0.0020075715,0.75342286,0.00034620025,0.014489102,0.0000025797522,0.001889542,0.0000024914675,0.033311903,0.0010442616,0.18199912,0.0047235144],"study_design_scores_gemma":[0.024820847,0.01212747,0.48747027,0.0017277438,0.015678942,0.000009501833,0.001188507,0.000010773368,0.05290959,0.00035219442,0.40336335,0.0003408095],"about_ca_topic_score_codex":0.0004160409,"about_ca_topic_score_gemma":0.00004988307,"teacher_disagreement_score":0.26595262,"about_ca_system_score_codex":0.0000062213144,"about_ca_system_score_gemma":0.00008863479,"threshold_uncertainty_score":0.9984505},"labels":[],"label_agreement":null},{"id":"W2912505881","doi":"10.1503/cmaj.181417","title":"Addressing inappropriate antibiotic prescribing in China","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Antibiotics; Antibiotic resistance; Medicine; Intensive care medicine; China; Drug resistance; Resistance (ecology); Biology; Microbiology; Geography","score_opus":0.01016556796875127,"score_gpt":0.22815827258493857,"score_spread":0.2179927046161873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912505881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98314613,0.0013561569,0.00001784989,0.004288434,0.00189289,0.00010225614,0.0000062134504,0.000013015603,0.009177081],"genre_scores_gemma":[0.99534994,0.000116213814,0.000021744017,0.0011591444,0.00015532694,2.3135881e-7,0.000008097653,0.000010165258,0.0031791192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986005,0.00023041885,0.0003282088,0.00015149923,0.00016766622,0.000521729],"domain_scores_gemma":[0.99943584,0.000066296,0.00016156171,0.000089474706,0.00006697016,0.00017988394],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011477949,0.000096917334,0.00021759323,0.00018313067,0.00016791999,0.000044239187,0.00020730805,0.0005229533,0.004110979],"category_scores_gemma":[0.0005040024,0.00008337741,0.000059890088,0.00017418247,0.00003684265,0.00011156606,0.000017580172,0.0011460896,0.0011046962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030349574,0.0000746539,0.93096507,0.000044782646,0.00019149008,0.00037930522,0.0011486427,0.000017207658,0.0063176802,0.00068307645,0.02978287,0.030364854],"study_design_scores_gemma":[0.0030621414,0.00008184429,0.8754964,0.0009899437,0.000023044106,0.0005024167,0.0009957332,0.00008861098,0.0014522203,0.00017420595,0.116783045,0.00035042674],"about_ca_topic_score_codex":0.0028681501,"about_ca_topic_score_gemma":0.013675078,"teacher_disagreement_score":0.08700018,"about_ca_system_score_codex":0.00043259247,"about_ca_system_score_gemma":0.0011654637,"threshold_uncertainty_score":0.99967307},"labels":[],"label_agreement":null},{"id":"W2913769905","doi":"10.1371/journal.pmed.1002733","title":"Long-term outcomes of an educational intervention to reduce antibiotic prescribing for childhood upper respiratory tract infections in rural China: Follow-up of a cluster-randomised controlled trial","year":2019,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Centers for Disease Control and Prevention","keywords":"Medicine; Medical prescription; Respiratory tract infections; Psychological intervention; Randomized controlled trial; Pediatrics; Cluster randomised controlled trial; Intervention (counseling); Clinical trial; Cluster (spacecraft); Upper respiratory tract infection; Family medicine; Emergency medicine; Internal medicine; Respiratory system; Nursing","score_opus":0.0168516326688629,"score_gpt":0.29631028023662437,"score_spread":0.27945864756776145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913769905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925131,0.0006431519,0.00008735151,0.0005621455,0.0016993772,0.0043413793,0.000016738684,0.000014845013,0.000121901736],"genre_scores_gemma":[0.9987364,0.000011108346,0.000034805056,0.00007771882,0.00010454162,0.000051545547,0.00008243407,0.00001641317,0.0008850426],"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","domain_scores_codex":[0.998408,0.00024588965,0.0008330854,0.00022917324,0.0000722404,0.00021157989],"domain_scores_gemma":[0.99874187,0.0005076156,0.00035992145,0.0002567459,0.00010187862,0.000031994587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055981125,0.0001652958,0.0008956657,0.00030444426,0.000053546228,0.0000031491747,0.00015486467,0.00015655215,0.00024219468],"category_scores_gemma":[0.0010197741,0.00011717794,0.0002352831,0.00013643953,0.00011759072,0.00010207435,0.000024036086,0.00015916365,0.000010404581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.23406051,0.008909445,0.28033713,0.00040081143,0.0011112355,7.351834e-7,0.0029838486,0.000010826494,0.47075215,0.00020312368,0.00016027394,0.0010699204],"study_design_scores_gemma":[0.5072748,0.002937068,0.47382745,0.0009760895,0.00022249136,0.0000036162219,0.00026072952,0.000004754839,0.01435667,0.000030922,0.0000049650844,0.00010046099],"about_ca_topic_score_codex":0.00008737551,"about_ca_topic_score_gemma":0.0000834858,"teacher_disagreement_score":0.45639548,"about_ca_system_score_codex":0.000032697655,"about_ca_system_score_gemma":0.00009679596,"threshold_uncertainty_score":0.47783777},"labels":[],"label_agreement":null},{"id":"W2915801468","doi":"10.1016/j.jgar.2019.02.010","title":"Exploring community healthcare providers’ perceptions on antimicrobial resistance","year":2019,"lang":"en","type":"article","venue":"Journal of Global Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Resistance (ecology); Psychological intervention; Medicine; Perception; Nursing; Health care; Underpinning; Work (physics); Medical education; Family medicine; Psychology; Political science","score_opus":0.04055749949738277,"score_gpt":0.2713703483122344,"score_spread":0.23081284881485162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915801468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855887,0.0012539867,0.00012557824,0.005352315,0.003032157,0.00040836254,0.00023901454,0.00006947574,0.0039304],"genre_scores_gemma":[0.99099725,0.000898225,0.00071678543,0.0014088708,0.00017801908,0.0000021861879,0.000023619668,0.00003912599,0.0057358905],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9966106,0.0007703534,0.001162647,0.0004235119,0.0002114117,0.0008215128],"domain_scores_gemma":[0.9973922,0.00021460938,0.0009747735,0.0007541974,0.00054790085,0.00011635866],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007676125,0.0004656703,0.0009333574,0.00014828291,0.000767931,0.00009226386,0.0009759113,0.00032985918,0.00015266374],"category_scores_gemma":[0.0001837836,0.00040648622,0.000494326,0.0005556929,0.00042010518,0.00063479505,0.00013886983,0.0015519047,0.0007020471],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007948887,0.001416632,0.016490178,0.0015602385,0.00058356096,0.00013501105,0.0014008671,0.000073647905,0.79908687,0.006579972,0.16422012,0.00050399476],"study_design_scores_gemma":[0.019531991,0.0030341817,0.38581055,0.024963895,0.0006463081,0.0013129755,0.00793903,0.00000152261,0.24815038,0.0014143195,0.30335972,0.0038351086],"about_ca_topic_score_codex":0.00014655192,"about_ca_topic_score_gemma":0.0016028257,"teacher_disagreement_score":0.5509365,"about_ca_system_score_codex":0.0005438368,"about_ca_system_score_gemma":0.0004284918,"threshold_uncertainty_score":0.9998387},"labels":[],"label_agreement":null},{"id":"W2916662149","doi":"10.1093/jac/dkz033","title":"Comparing prescribing and dispensing databases to study antibiotic use: a validation study of the Electronic Medical Record Administrative data Linked Database (EMRALD)","year":2019,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Toronto Western Hospital; St Joseph's Health Centre; Public Health Ontario; University Health Network; University of Toronto","funders":"Physicians' Services Incorporated Foundation; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Database; Medical prescription; Poisson regression; Antibiotics; Medical record; Population; Limiting; Gold standard (test); Pediatrics; Emergency medicine; Internal medicine; Environmental health","score_opus":0.06958421090028843,"score_gpt":0.3222145548455459,"score_spread":0.25263034394525746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916662149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978241,0.00014982499,0.00021823468,0.00041271665,0.0004885375,0.00085536466,0.000032663796,0.000009052163,0.000009508156],"genre_scores_gemma":[0.9991041,0.00019691909,0.0002643779,0.0002613479,0.000045081943,1.5950371e-7,0.000028516466,0.0000225296,0.0000769664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99799985,0.00041953125,0.000745571,0.00037016047,0.00016899913,0.00029590758],"domain_scores_gemma":[0.99821895,0.00022757468,0.00063020416,0.00074481266,0.00013359335,0.000044836255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090205896,0.00020980362,0.0006016952,0.0001096241,0.00015998911,0.000048882124,0.00073648227,0.00008373334,0.0000814205],"category_scores_gemma":[0.00020623422,0.00014072697,0.00006113053,0.00023248975,0.000112321504,0.0004190728,0.00037541715,0.0005464358,0.0000058516734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014744394,0.0024660837,0.40628457,0.0000485217,0.00083996967,0.000018897828,0.0022852551,0.0000080855125,0.58418256,0.000022010781,0.001443831,0.000925777],"study_design_scores_gemma":[0.024945961,0.0063730734,0.4688753,0.0031620709,0.00093164726,0.0008643133,0.012182114,0.00014061203,0.47849914,0.000009594605,0.0030867879,0.0009293949],"about_ca_topic_score_codex":0.0002501086,"about_ca_topic_score_gemma":0.0005771111,"teacher_disagreement_score":0.10568342,"about_ca_system_score_codex":0.000031281856,"about_ca_system_score_gemma":0.0002241281,"threshold_uncertainty_score":0.573868},"labels":[],"label_agreement":null},{"id":"W2921319768","doi":"10.1017/s0950268818003436","title":"Annual relative increased in inpatient mortality from antimicrobial resistant nosocomial infections in Thailand","year":2019,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"Mahidol University; Royal Golden Jubilee (RGJ) Ph.D. Programme; Thailand Research Fund; University of Oxford","keywords":"Medicine; Hazard ratio; Acinetobacter baumannii; Antimicrobial; Antibiotic resistance; Relative risk; Acinetobacter; Retrospective cohort study; Confounding; Internal medicine; Pseudomonas aeruginosa; Staphylococcus aureus; Confidence interval; Antibiotics; Microbiology; Bacteria; Biology","score_opus":0.01565188255425559,"score_gpt":0.27046567219499845,"score_spread":0.25481378964074286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921319768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964661,0.0005413483,0.00014089276,0.00022420907,0.00095458986,0.00035648784,0.00012677252,0.000037843118,0.0011517645],"genre_scores_gemma":[0.99889785,0.00034188735,0.000034483142,0.00028847271,0.000041993128,0.000010039485,0.00017846983,0.0000086966365,0.00019812296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973744,0.001242841,0.000574856,0.00044715003,0.00001723294,0.00034347808],"domain_scores_gemma":[0.99860245,0.00094876863,0.00020223676,0.00019203908,0.000030180983,0.000024336223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009593373,0.00018213762,0.0005343284,0.00020467008,0.0001135911,0.0000027161482,0.00005345541,0.0005768799,0.00021909048],"category_scores_gemma":[0.00052838016,0.00015949471,0.00006896905,0.00019878687,0.0002553653,0.00021398468,0.000060049486,0.0006232124,0.00016510297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037363535,0.00021723557,0.98207927,0.000020566491,0.00006646626,0.000003027579,0.00042800143,0.000051991265,0.0149003,0.0011289038,0.0005858741,0.00014473523],"study_design_scores_gemma":[0.002140073,0.00026884265,0.9921178,0.00010335695,0.000026275775,0.000009466421,0.00006846756,0.000024835097,0.0012665967,0.0016266861,0.0021676626,0.00017989294],"about_ca_topic_score_codex":0.017953537,"about_ca_topic_score_gemma":0.014095776,"teacher_disagreement_score":0.013633703,"about_ca_system_score_codex":0.00008335744,"about_ca_system_score_gemma":0.000050786,"threshold_uncertainty_score":0.988586},"labels":[],"label_agreement":null},{"id":"W2921808934","doi":"10.5430/jnep.v9n6p98","title":"Impact assessment of pharmacovigilance-related educational intervention on nursing students’ knowledge, attitude and practice: A pre-post study","year":2019,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Wilcoxon signed-rank test; Pharmacovigilance; Likert scale; Intervention (counseling); Adverse effect; Drug reaction; Nursing; Baseline (sea); Academic year; Test (biology); Family medicine; Internal medicine; Psychology; Drug; Mann–Whitney U test; Pharmacology","score_opus":0.031734593494514,"score_gpt":0.5068676794914723,"score_spread":0.47513308599695825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921808934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98017627,0.006093357,0.00004868898,0.003409453,0.0028441744,0.00033255803,0.0000022072195,0.0000048598117,0.007088454],"genre_scores_gemma":[0.99716544,0.0004572864,0.00053610833,0.000097535616,0.00008137948,0.0000014931627,0.000009458385,0.000010676684,0.0016406332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811006,0.0009645727,0.0005076723,0.00017069429,0.00012067451,0.00012634837],"domain_scores_gemma":[0.99664086,0.0014577283,0.0011263714,0.00012410291,0.00060702476,0.000043894313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014468188,0.0001307201,0.00025393837,0.0002046544,0.00016453811,0.00004731419,0.00011833206,0.00008986038,0.00015657983],"category_scores_gemma":[0.0007223001,0.0001047482,0.00006961103,0.00013819589,0.00010784765,0.0006570876,0.000017607872,0.00042627382,0.000012037135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015282142,0.21776308,0.25295818,0.00045051935,0.0055222856,0.000008763777,0.1347051,0.00007911474,0.12964877,0.0038526892,0.016853012,0.22287633],"study_design_scores_gemma":[0.0032345173,0.003515394,0.94979537,0.002799708,0.0008695132,0.002160061,0.034401502,0.0000061615983,0.00026199812,0.000135859,0.0026563965,0.00016350926],"about_ca_topic_score_codex":0.000018831232,"about_ca_topic_score_gemma":8.9009717e-7,"teacher_disagreement_score":0.6968372,"about_ca_system_score_codex":0.00020375142,"about_ca_system_score_gemma":0.0005490065,"threshold_uncertainty_score":0.42715076},"labels":[],"label_agreement":null},{"id":"W2922452543","doi":"10.5206/uwomj.v85i1.4224","title":"Addressing the diverging public and physician perceptions on the topic of antibiotic resistance","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Resistance (ecology); Antibiotic resistance; Medical prescription; Face (sociological concept); Public health; Perception; Antibiotics; Public relations; Medicine; Political science; Psychology; Sociology; Politics; Nursing; Biology; Microbiology; Social science; Ecology","score_opus":0.03495971605661401,"score_gpt":0.22884053932763967,"score_spread":0.19388082327102568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922452543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861537,0.00025290682,0.000628926,0.011344102,0.00013254379,0.000038981034,0.0000036671117,0.000004249115,0.0014408781],"genre_scores_gemma":[0.99396944,0.0002438211,0.000016975637,0.00020835333,0.000024050696,6.307303e-9,4.904166e-7,0.000002304997,0.0055345497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994088,0.00014485719,0.00011494661,0.000089090645,0.00009951335,0.00014282984],"domain_scores_gemma":[0.9994188,0.0002223102,0.00014522753,0.00013042956,0.000051237057,0.000032011583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026107064,0.00006317623,0.00013865599,0.00003552555,0.00043853957,0.0000081237,0.00030842965,0.00008281571,0.00054587814],"category_scores_gemma":[0.00004895369,0.000029815028,0.00006208354,0.000039000704,0.00086737226,0.0000699325,0.00007854459,0.0002935737,0.0000124405915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005385566,0.00048337734,0.8409288,0.00008512532,0.0008879567,0.00014408102,0.01884122,5.871774e-7,0.06637911,0.011323326,0.008376108,0.052011758],"study_design_scores_gemma":[0.0013565284,0.00012256452,0.96549743,0.0017108356,0.00008647557,0.00007495147,0.0049238116,4.5687142e-7,0.001196204,0.00023261383,0.024690114,0.00010799784],"about_ca_topic_score_codex":0.00053659076,"about_ca_topic_score_gemma":0.019271739,"teacher_disagreement_score":0.12456865,"about_ca_system_score_codex":0.00004536553,"about_ca_system_score_gemma":0.00014687452,"threshold_uncertainty_score":0.99862397},"labels":[],"label_agreement":null},{"id":"W2922859952","doi":"10.4102/hsag.v24i0.1075","title":"An assessment of infant medication administration and storage practices in selected communities in the Vhembe District of Limpopo Province, South Africa","year":2019,"lang":"en","type":"article","venue":"Health SA Gesondheid","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Venda; Grand Challenges Canada; Cambridge Trust; University of Cambridge; Gates Cambridge Trust; Department for International Development; Bill and Melinda Gates Foundation; Department of Chemical Engineering and Biotechnology, University of Cambridge; United States Agency for International Development","keywords":"Hygiene; Administration (probate law); Medicine; Environmental health; Nursing; Rural area; Affect (linguistics); Psychology; Political science","score_opus":0.023985255302701167,"score_gpt":0.3371516149647798,"score_spread":0.3131663596620786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922859952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957113,0.00268628,0.00004828131,0.0006243096,0.000051652958,0.000484906,0.00003563352,0.000008042776,0.000349589],"genre_scores_gemma":[0.9990409,0.0005302556,0.00013620594,0.00007244478,0.0000048817337,0.000007267185,0.00015916697,0.0000045677925,0.00004429767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853796,0.00069526606,0.00040563007,0.00012244201,0.000061761806,0.00017693642],"domain_scores_gemma":[0.9986769,0.00028303446,0.0007105161,0.000270552,0.00004483404,0.000014157789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097619335,0.00008217123,0.00024416877,0.0000932581,0.000059228238,0.000006153963,0.00015689009,0.00010696384,0.00002776503],"category_scores_gemma":[0.000050156115,0.000058007452,0.000012529273,0.00021222497,0.00012741542,0.0000998564,0.000019903642,0.00027983263,0.0000015881577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005199098,0.0015399392,0.9139719,0.0015800276,0.000057772224,0.0000036530805,0.055075526,0.000013181529,0.020026881,0.0042151874,0.00042323637,0.0025727572],"study_design_scores_gemma":[0.0008487959,0.0011385953,0.9746779,0.00020072433,0.0000112659145,0.000008086401,0.020094782,0.00015241513,0.00095425046,0.000019358169,0.0018142441,0.00007956388],"about_ca_topic_score_codex":0.0010268271,"about_ca_topic_score_gemma":0.0030447212,"teacher_disagreement_score":0.060705993,"about_ca_system_score_codex":0.000033638054,"about_ca_system_score_gemma":0.0005802218,"threshold_uncertainty_score":0.23654753},"labels":[],"label_agreement":null},{"id":"W2923468367","doi":"10.1016/j.ajic.2019.02.010","title":"Clinical practice guidelines for creating an acute care hospital-based antimicrobial stewardship program: A systematic review","year":2019,"lang":"en","type":"review","venue":"American Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Agency for Drugs and Technologies in Health; Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Antimicrobial stewardship; Acute care; Intensive care medicine; Antimicrobial; Clinical Practice; Stewardship (theology); Family medicine; Health care; Antibiotic resistance; Antibiotics; Microbiology","score_opus":0.046183820017618955,"score_gpt":0.4380376173898893,"score_spread":0.39185379737227033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923468367","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022811137,0.98736256,0.004781734,0.00035831044,0.0021242537,0.005162479,0.000103877064,0.00005318289,0.00003080366],"genre_scores_gemma":[0.00023435171,0.9924286,0.0043548113,0.0021474906,0.00046612698,0.00010607986,0.00011321826,0.00007238252,0.00007694181],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929385,0.0023771378,0.0037653842,0.00041561172,0.00011549727,0.00038787027],"domain_scores_gemma":[0.9836402,0.0020324881,0.009453387,0.0005121127,0.0042862673,0.000075551536],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025968757,0.0005253734,0.0060789115,0.00020881607,0.00018081091,0.00006159804,0.00037143292,0.00038389722,0.0000135913415],"category_scores_gemma":[0.007225616,0.0003413417,0.0023385123,0.00031101573,0.00027403262,0.00021958708,0.000022033542,0.00088370935,0.0000550064],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016615468,0.0004910736,0.000025178528,0.5028522,0.0055161268,0.000021305745,0.000046285735,0.0000026537357,0.0000037353752,0.0000075487164,0.0032043655,0.48766336],"study_design_scores_gemma":[0.0016601785,0.0066522877,0.0000026402524,0.4489567,0.035492335,0.00070609123,0.00017570931,0.0000031371533,0.0000016686935,2.7682677e-7,0.5059565,0.000392531],"about_ca_topic_score_codex":0.00003762912,"about_ca_topic_score_gemma":0.000003881935,"teacher_disagreement_score":0.50275207,"about_ca_system_score_codex":0.0001374282,"about_ca_system_score_gemma":0.0012114956,"threshold_uncertainty_score":0.99990386},"labels":[],"label_agreement":null},{"id":"W2925836496","doi":"10.1093/ofid/ofz104","title":"Structure of Antimicrobial Stewardship Programs in Leading US Hospitals: Findings of a Nationwide Survey","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Sinai Health System; McMaster University; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Medicine; Psychological intervention; Family medicine; Stewardship (theology); Telephone survey; Nursing; Antibiotic resistance; Business; Antibiotics","score_opus":0.010654818696956848,"score_gpt":0.2503466847907189,"score_spread":0.23969186609376208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925836496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971381,0.00046690594,0.0000064449696,0.000022537446,0.00037234693,0.0006965513,0.00026099078,0.000018442988,0.0010176915],"genre_scores_gemma":[0.998963,0.000027437884,0.000012699886,0.000047166046,0.000003968578,0.000002290887,0.00024917012,0.00001616717,0.0006781145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989269,0.00015283188,0.00034448886,0.00025531117,0.00004221589,0.00027825873],"domain_scores_gemma":[0.9993298,0.00011109361,0.00021221068,0.00022557458,0.00010304281,0.000018297005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014218735,0.00014795849,0.00044134457,0.00013142847,0.000058257483,0.000027946207,0.000323634,0.00016259389,0.00024308055],"category_scores_gemma":[0.00012321604,0.00012889429,0.00008766069,0.0002946688,0.00015743898,0.00019466573,0.00016996686,0.00012959116,0.00005377712],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016756267,0.00028270477,0.94958895,0.00013306063,0.00011270176,0.0000012342566,0.00013976621,0.000020340258,0.0483293,0.00042580944,0.00048083067,0.00031773778],"study_design_scores_gemma":[0.0016498442,0.00027667655,0.94471115,0.00032198595,0.000033380547,0.000006093064,0.00013707529,0.0000010683931,0.05230926,0.00018913709,0.0001827171,0.00018162416],"about_ca_topic_score_codex":0.001911021,"about_ca_topic_score_gemma":0.0026592046,"teacher_disagreement_score":0.0048778155,"about_ca_system_score_codex":0.00002905632,"about_ca_system_score_gemma":0.00011307589,"threshold_uncertainty_score":0.52561563},"labels":[],"label_agreement":null},{"id":"W2927156292","doi":"10.3390/antibiotics8020035","title":"Quality of Community Pharmacy Practice in Antibiotic Self-Medication Encounters: A Simulated Patient Study in Upper Egypt","year":2019,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sanofi (Canada)","funders":"","keywords":"Pharmacy; Medicine; Family medicine; Amoxicillin; Antibiotic resistance; Legislation; Pharmacy practice; Antibiotics; Environmental health; Nursing","score_opus":0.02026446339847543,"score_gpt":0.3337270090977309,"score_spread":0.31346254569925547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927156292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963202,0.00062696525,0.000011587676,0.00016115364,0.00049529754,0.0008646533,0.000014818111,0.000045295652,0.0014600435],"genre_scores_gemma":[0.99918,0.00026673928,0.00009553165,0.00027191284,0.0000067482315,1.0953609e-7,0.000048329526,0.000018872808,0.000111722235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99670476,0.0016450508,0.0009036717,0.00026666984,0.00011691368,0.00036294732],"domain_scores_gemma":[0.9978451,0.00090895896,0.00045177122,0.00062742055,0.00014395294,0.000022802911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013566178,0.00021527441,0.00053821603,0.00023567643,0.00007697096,0.00001083311,0.00033218757,0.0002047548,0.000072839284],"category_scores_gemma":[0.0003867288,0.00019534725,0.00007099393,0.00046381264,0.00014336368,0.00021936695,0.00014516433,0.000792147,0.00022014679],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004949526,0.008587442,0.90554315,0.00022948813,0.00022607976,0.00001405897,0.016929869,0.00011939458,0.066568434,0.00012456658,0.00013062595,0.0010319519],"study_design_scores_gemma":[0.008893527,0.001054298,0.8948718,0.00041727885,0.00010052372,0.000014403964,0.043802142,0.00018311742,0.048361957,0.000029553017,0.001810586,0.00046084644],"about_ca_topic_score_codex":0.0034998974,"about_ca_topic_score_gemma":0.00045911648,"teacher_disagreement_score":0.026872272,"about_ca_system_score_codex":0.000084072824,"about_ca_system_score_gemma":0.0001358698,"threshold_uncertainty_score":0.79660296},"labels":[],"label_agreement":null},{"id":"W2928553351","doi":"10.1542/peds.2018-2372","title":"Quality Metrics for Antimicrobial Stewardship Programs","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University Health Network; Sinai Health System; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Antimicrobial stewardship; Medicine; Delphi method; Metric (unit); Accountability; MEDLINE; Delphi; Quality (philosophy); Stewardship (theology); Family medicine; Operations management; Antibiotic resistance; Statistics","score_opus":0.024305190562511746,"score_gpt":0.2785547810119096,"score_spread":0.2542495904493979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928553351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98882574,0.0026814742,0.0026129181,0.00019588132,0.0026194341,0.0008090518,0.000090402995,0.00013135138,0.0020337477],"genre_scores_gemma":[0.9888885,0.00022773081,0.0011664925,0.00016908879,0.00018099316,0.0000066153116,0.00018090395,0.000021615451,0.00915807],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988541,0.000073784235,0.0003025284,0.00031201923,0.000046382956,0.0004111897],"domain_scores_gemma":[0.9991413,0.0002670448,0.00015531236,0.00028640174,0.00012660399,0.000023357346],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046767652,0.00014767465,0.00028579828,0.000115559684,0.00010927812,0.00002205142,0.00023253897,0.00029626148,0.00008923248],"category_scores_gemma":[0.00016244703,0.00012551507,0.0001620294,0.00036780405,0.00006295763,0.000059013833,0.000057041805,0.00018398248,0.0008980448],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073401176,0.0012067189,0.8293086,0.0017558398,0.00025917924,0.000004364645,0.00056417333,0.000008678918,0.069027714,0.011996971,0.05717277,0.027960949],"study_design_scores_gemma":[0.013013267,0.0016737968,0.07776103,0.00008043632,0.0005783938,0.000045737648,0.0009826551,0.000021939282,0.062408622,0.0013303158,0.8398472,0.0022565722],"about_ca_topic_score_codex":0.000031356325,"about_ca_topic_score_gemma":0.000010188967,"teacher_disagreement_score":0.78267443,"about_ca_system_score_codex":0.000028641947,"about_ca_system_score_gemma":0.00008498882,"threshold_uncertainty_score":0.9998799},"labels":[],"label_agreement":null},{"id":"W2936679808","doi":"10.1136/bmjgh-2018-001315","title":"Tracking global trends in the effectiveness of antibiotic therapy using the Drug Resistance Index","year":2019,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":174,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Bill and Melinda Gates Foundation","keywords":"Acinetobacter baumannii; Antibiotic resistance; Enterococcus faecium; Enterococcus faecalis; Drug resistance; Antibiotics; Medicine; Enterococcus; Intensive care medicine; Environmental health; Pseudomonas aeruginosa; Biology; Staphylococcus aureus; Microbiology","score_opus":0.01974142545733106,"score_gpt":0.35459688311563975,"score_spread":0.3348554576583087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936679808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795727,0.014616795,0.00015269993,0.0008686881,0.0006163946,0.0007141561,0.000051128794,0.000019651921,0.0033877909],"genre_scores_gemma":[0.9990878,0.00021145077,0.000029251192,0.0004720056,0.000023500312,0.0000014382812,0.000013286255,0.0000068149707,0.00015445988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996981,0.0017689947,0.00039467384,0.00029476028,0.00009850444,0.00046202345],"domain_scores_gemma":[0.9989484,0.00025703802,0.0002538259,0.0004807343,0.000044009692,0.000016003542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020990947,0.00017833087,0.0004098969,0.000028950379,0.00018244001,0.000014780081,0.00045050753,0.0001364067,0.000021379557],"category_scores_gemma":[0.000022194645,0.000098925906,0.00011336677,0.0007513707,0.00022921278,0.00005899628,0.000038867463,0.0002227866,0.000020574827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046137674,0.000732506,0.9182798,0.00072685664,0.0002556179,0.000021345237,0.0012969342,0.0002606063,0.004409104,0.03835859,0.0028533519,0.02819151],"study_design_scores_gemma":[0.0017951209,0.00010697948,0.99315995,0.00065316656,0.000009790873,0.000052210416,0.00090271403,0.000016526346,0.0007857697,0.00070100935,0.0016702008,0.00014658697],"about_ca_topic_score_codex":0.0013779384,"about_ca_topic_score_gemma":0.0014633783,"teacher_disagreement_score":0.074880116,"about_ca_system_score_codex":0.00022838995,"about_ca_system_score_gemma":0.00025891114,"threshold_uncertainty_score":0.4034081},"labels":[],"label_agreement":null},{"id":"W2939588987","doi":"10.1007/s15010-019-01298-2","title":"Practices, organisation, and regulatory aspects in advising on antibiotic prescription: the international ESCMID AntibioLegalMap survey","year":2019,"lang":"en","type":"article","venue":"Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medical prescription; Family medicine; Phone; Medicine; Liability; Antibiotic Stewardship; Cornerstone; Nursing; Antibiotics; Business; Accounting; Antibiotic resistance; Geography","score_opus":0.01472909936679972,"score_gpt":0.25176282461349675,"score_spread":0.23703372524669702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939588987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919165,0.000409491,0.000019256122,0.00038732908,0.001996295,0.00022110333,0.0000041757185,0.000038748105,0.0050071455],"genre_scores_gemma":[0.99826694,0.00019995794,0.0000058817427,0.00016982028,0.000053933178,4.5442718e-7,0.000045835324,0.000010035013,0.0012471225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991319,0.00023923001,0.0001824477,0.00025576423,0.00005115166,0.00013950601],"domain_scores_gemma":[0.999335,0.00017392845,0.0002299186,0.00019783752,0.000054708828,0.000008610313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000589146,0.000104418825,0.00011671749,0.000104953404,0.00011963032,0.000044637745,0.00008524565,0.00014860881,0.00021400492],"category_scores_gemma":[0.0002011111,0.00007680201,0.000023154984,0.00013120956,0.00008708218,0.0002063609,0.00003790472,0.0002538939,0.00038916094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012655728,0.000105815205,0.84698635,0.000021856196,0.000057351135,0.0000017009922,0.00018964334,0.000025718584,0.14892082,0.0016591934,0.0010216414,0.0008833753],"study_design_scores_gemma":[0.000559235,0.0000935677,0.96980786,0.0001012636,0.00000958751,0.00003749341,0.000085561005,0.000021017586,0.023614613,0.000068292175,0.0055035613,0.000097936514],"about_ca_topic_score_codex":0.0010099021,"about_ca_topic_score_gemma":0.0010499983,"teacher_disagreement_score":0.1253062,"about_ca_system_score_codex":0.000052948355,"about_ca_system_score_gemma":0.0000438502,"threshold_uncertainty_score":0.5002006},"labels":[],"label_agreement":null},{"id":"W2942602577","doi":"10.2147/amep.s198343","title":"&lt;p&gt;Exploring the gaps between education and pharmacy practice on antimicrobial stewardship: a qualitative study among pharmacists in Qatar&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Qatar University; American College of Clinical Pharmacy","keywords":"Antimicrobial stewardship; Focus group; Pharmacy; Pharmacist; Curriculum; Medical education; Qualitative research; Medicine; Psychological intervention; Pharmacy practice; Clinical pharmacy; Health care; Stewardship (theology); Nursing; Psychology; Political science; Antibiotic resistance; Pedagogy; Sociology","score_opus":0.027944795523522407,"score_gpt":0.41614829293822664,"score_spread":0.3882034974147042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942602577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96955943,0.014114536,0.00001737597,0.0077914037,0.0022599008,0.00078210403,0.000006259389,0.00002172934,0.005447276],"genre_scores_gemma":[0.98209083,0.013791092,0.00020368908,0.0027617398,0.00016746865,0.00006684357,0.000044379427,0.000016915415,0.0008570327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99602646,0.002464274,0.0005037804,0.0005086063,0.0001926657,0.0003042023],"domain_scores_gemma":[0.99369156,0.005479436,0.00036075106,0.0002475578,0.00013959277,0.00008108857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030305781,0.0002206268,0.00031498185,0.00017279986,0.00018813461,0.000048597492,0.00024048326,0.000111860754,0.00017686728],"category_scores_gemma":[0.005619625,0.00016935058,0.000026542033,0.0003807277,0.00033000828,0.0016890849,0.00008341888,0.0008544653,0.000094075076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049902685,0.015853865,0.080997966,0.0006533207,0.0005246565,0.000045258563,0.34434885,0.000012117736,0.0056778085,0.006481254,0.007862519,0.5325521],"study_design_scores_gemma":[0.0054210974,0.00049139746,0.035697527,0.0008947146,0.00025971528,0.00022962227,0.16537505,0.000009588618,0.001118217,0.00029759234,0.78964394,0.00056152215],"about_ca_topic_score_codex":0.00015574571,"about_ca_topic_score_gemma":0.00015053821,"teacher_disagreement_score":0.78178144,"about_ca_system_score_codex":0.000071923285,"about_ca_system_score_gemma":0.0006547703,"threshold_uncertainty_score":0.69059163},"labels":[],"label_agreement":null},{"id":"W2943653142","doi":"10.1017/cem.2019.146","title":"MP11: Evaluation of a pharmacist-led antimicrobial stewardship service in a pediatric emergency department","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Antimicrobial stewardship; Pharmacist; Emergency department; Pharmacy; Medical record; Medical prescription; Emergency medicine; Medical emergency; Family medicine; Antibiotics; Nursing; Internal medicine; Antibiotic resistance","score_opus":0.06039683254645573,"score_gpt":0.3320407303745318,"score_spread":0.2716438978280761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943653142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97096413,0.013178627,0.000010739967,0.0009684002,0.013125972,0.00032282068,0.00002164725,0.0000027938306,0.0014048476],"genre_scores_gemma":[0.9971033,0.001870335,0.000011439734,0.00007403111,0.0002732171,0.0000014425244,0.000027588994,0.000014031865,0.0006246314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788356,0.0002826486,0.0011469668,0.00017264878,0.00015027606,0.00036387754],"domain_scores_gemma":[0.99829125,0.00002635585,0.0006152931,0.00018176106,0.0007723507,0.00011296901],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015293016,0.00016901577,0.00047623497,0.0005089308,0.00005716285,9.232248e-7,0.00029684056,0.00014189404,0.014717235],"category_scores_gemma":[0.00019980542,0.00013592234,0.000109974004,0.00063781184,0.000045195877,0.000090238515,0.000011237721,0.0002899906,0.00012834446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032720674,0.00018063968,0.80785036,0.000529302,0.0003577583,0.000040839437,0.0032911235,0.00011225963,0.13631818,0.00006752365,0.05029355,0.0006312366],"study_design_scores_gemma":[0.026941735,0.0022124003,0.8859145,0.001366701,0.003176133,0.00020057317,0.0026095998,0.00013340416,0.028771346,0.0005602705,0.0469583,0.001155025],"about_ca_topic_score_codex":0.0023703496,"about_ca_topic_score_gemma":0.021695718,"teacher_disagreement_score":0.107546836,"about_ca_system_score_codex":0.00012118427,"about_ca_system_score_gemma":0.0011600712,"threshold_uncertainty_score":0.9961558},"labels":[],"label_agreement":null},{"id":"W2944508663","doi":"10.1056/nejmc1816699","title":"Cumulative Probability of Receiving an Antibiotic Prescription over Time","year":2019,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences","keywords":"Medicine; Medical prescription; Antibiotics; Intensive care medicine; Emergency medicine; Pharmacology; Microbiology","score_opus":0.01907937370506086,"score_gpt":0.2575105989976216,"score_spread":0.23843122529256072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944508663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7523496,0.016199017,0.0006400256,0.21791054,0.008825222,0.0009367265,0.00006344141,0.00004258718,0.003032825],"genre_scores_gemma":[0.83449775,0.0015084072,0.00089591276,0.08047932,0.023696855,3.819454e-7,0.0005549401,0.00014028372,0.058226127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978446,0.0005720694,0.00089075364,0.00024633354,0.00017613066,0.0002701511],"domain_scores_gemma":[0.99761266,0.00043914228,0.001285918,0.00034862212,0.0002806769,0.000032977183],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010439396,0.00026645517,0.0010766529,0.00021857579,0.00004637338,0.00000515551,0.00032019278,0.00075578416,0.0011011615],"category_scores_gemma":[0.00040946624,0.00016589487,0.00014052623,0.000104855804,0.0003602616,0.00013967259,0.000031720294,0.0017348897,0.000042143038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086225563,0.00011055863,0.0040129935,0.0005659254,0.000673995,0.00011796418,0.0015571165,0.000014044392,0.14541699,0.000012534133,0.8408908,0.0057647945],"study_design_scores_gemma":[0.036831938,0.005781208,0.02304968,0.0077314116,0.0012022153,0.0010831112,0.00008222087,0.000012961823,0.010127359,0.0012990694,0.9122721,0.0005267354],"about_ca_topic_score_codex":0.00014422568,"about_ca_topic_score_gemma":0.000010753692,"teacher_disagreement_score":0.13743123,"about_ca_system_score_codex":0.000055084292,"about_ca_system_score_gemma":0.00022307195,"threshold_uncertainty_score":0.99981195},"labels":[],"label_agreement":null},{"id":"W2944717673","doi":"10.1016/j.ijantimicag.2019.05.011","title":"Duration of therapy recommended for bacteraemic illness varies widely amongst clinicians","year":2019,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pneumonia; Antibiotic therapy; Adverse effect; Duration (music); Internal medicine; Antibiotics; Pediatrics; Emergency medicine; Intensive care medicine","score_opus":0.01927613857125638,"score_gpt":0.2873579457582596,"score_spread":0.26808180718700325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944717673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908086,0.00011703701,0.001395185,0.0013880854,0.0057908148,0.00019616018,0.000113379276,0.000006465455,0.00018426804],"genre_scores_gemma":[0.9969454,0.00061030674,0.00036666222,0.00063992315,0.00013248385,5.365981e-7,0.000088387176,0.000012763632,0.001203553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887514,0.000067072695,0.00072704576,0.00012218227,0.0000677344,0.00014082139],"domain_scores_gemma":[0.9983327,0.0001276182,0.0008519133,0.000093985436,0.0005805491,0.000013267867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027220557,0.00011463285,0.0002954533,0.00013487652,0.000049078775,0.00002133803,0.00039608582,0.00013861632,0.00047463557],"category_scores_gemma":[0.000053736385,0.00009135785,0.00022571722,0.000046849993,0.000072293435,0.00019198778,0.00003227099,0.00015380551,0.000046949994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036173295,0.0005038785,0.028425839,0.000036534868,0.0013780945,0.000009603765,0.00081930286,0.00003718085,0.92513233,0.000305458,0.031300496,0.008433947],"study_design_scores_gemma":[0.009333591,0.00068589824,0.040413722,0.00063438166,0.0000820976,0.00022770157,0.00035700208,0.000016052258,0.7752598,0.00031547633,0.17234609,0.00032822986],"about_ca_topic_score_codex":0.000016965872,"about_ca_topic_score_gemma":0.000019426185,"teacher_disagreement_score":0.14987257,"about_ca_system_score_codex":0.000026278403,"about_ca_system_score_gemma":0.00008370116,"threshold_uncertainty_score":0.51969266},"labels":[],"label_agreement":null},{"id":"W2944955127","doi":"10.1136/bmjopen-2018-026792","title":"Informing the development of a standardised approach to measure antibiotic use in secondary care: a systematic review protocol","year":2019,"lang":"en","type":"review","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Medicine; Protocol (science); Measure (data warehouse); Health services research; Public health; Alternative medicine; Nursing; Pathology; Data mining","score_opus":0.11924719360542707,"score_gpt":0.40054039843456685,"score_spread":0.2812932048291398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944955127","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.601568e-7,0.5726003,0.000027688851,0.0000053625163,0.00006105668,0.42343685,0.00004290605,0.0000071498334,0.0038184086],"genre_scores_gemma":[0.000020950074,0.54353786,0.0019047831,0.00041290256,0.000022815828,0.44721496,0.00043467857,0.0001430861,0.006307932],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9960413,0.00092044845,0.0020966027,0.00044442303,0.00014083605,0.00035637405],"domain_scores_gemma":[0.997271,0.00019508033,0.0011713121,0.0011919682,0.00014471538,0.000025919842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026251453,0.00045095023,0.0040497985,0.00014697823,0.00012371974,0.00006608438,0.0015715454,0.0003712011,0.000033034077],"category_scores_gemma":[0.00039275855,0.00023630417,0.0003188249,0.00046185934,0.0000705845,0.00013458547,0.00077842956,0.00044485868,0.0002257732],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051887575,0.000054531913,0.0000038830985,0.9667693,0.0004406506,0.000002392579,0.0009658447,7.788813e-8,0.0000015212286,0.00004340812,0.00083592144,0.030830624],"study_design_scores_gemma":[0.0004547822,0.000033344124,0.000006658305,0.6288838,0.000548523,0.00003527413,0.0002818458,2.281233e-8,0.000010184785,2.5115176e-7,0.36947832,0.00026699645],"about_ca_topic_score_codex":0.00002540641,"about_ca_topic_score_gemma":0.00010791593,"teacher_disagreement_score":0.3686424,"about_ca_system_score_codex":0.00019264981,"about_ca_system_score_gemma":0.0032239764,"threshold_uncertainty_score":0.9636204},"labels":[],"label_agreement":null},{"id":"W2945673967","doi":"10.1136/bmjopen-2018-026193","title":"Evaluating antibiotic stewardship in a tertiary care hospital in Kerala, India: a qualitative interview study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Medicine; Antibiotic Stewardship; Qualitative research; Antimicrobial stewardship; Tertiary care; Stewardship (theology); Family medicine; Nursing; Antibiotics; Antibiotic resistance; Social science","score_opus":0.07189108817286617,"score_gpt":0.4423722678834736,"score_spread":0.37048117971060746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945673967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98693216,0.0015754917,0.0000016186772,0.00021396395,0.00039528744,0.009317537,0.000012861203,0.000014384659,0.0015366847],"genre_scores_gemma":[0.998245,0.000008448291,0.000093651404,0.00017456531,0.000010137682,0.00009100102,0.00003553766,0.000018757131,0.0013228997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966393,0.0019143984,0.0005465942,0.00047236896,0.0000679134,0.00035941118],"domain_scores_gemma":[0.9991377,0.00018844138,0.00018243848,0.000422996,0.000052735515,0.000015710175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002211677,0.00019443754,0.000518484,0.00014628997,0.000051762105,0.00004260766,0.0006027162,0.00016578904,0.0002562812],"category_scores_gemma":[0.00015194887,0.00016008556,0.000060184015,0.0002426104,0.000065132605,0.00020331694,0.00056381646,0.00036952522,0.00080041995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016146147,0.0006599632,0.8181691,0.00029655106,0.000114448645,0.0000709521,0.17548329,0.0000044148974,0.0019501528,0.00006453458,0.00013218266,0.0028929454],"study_design_scores_gemma":[0.004144092,0.0008522788,0.7745667,0.0015982282,0.000019801551,0.0000054011766,0.21782184,0.000003863221,0.00063536415,0.000049187198,0.000034075165,0.00026913997],"about_ca_topic_score_codex":0.0011804188,"about_ca_topic_score_gemma":0.0013443517,"teacher_disagreement_score":0.04360237,"about_ca_system_score_codex":0.00009763444,"about_ca_system_score_gemma":0.00017522021,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W2946803170","doi":"10.26633/rpsp.2019.65","title":"Consenso latinoamericano para definir, categorizar y notificar patógenos multirresistentes, con resistencia extendida o panresistentes","year":2019,"lang":"es","type":"article","venue":"Revista Panamericana de Salud Pública","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Humanities; Philosophy","score_opus":0.01440323842338998,"score_gpt":0.2534939640169962,"score_spread":0.23909072559360622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946803170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.837099,0.13847183,0.00038940628,0.0041318065,0.0016539203,0.0034334306,0.0022053684,0.0006920419,0.011923189],"genre_scores_gemma":[0.96308535,0.014991725,0.0012672878,0.0019218284,0.00024232117,0.00005362646,0.0006686225,0.0002760687,0.017493157],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.98995024,0.0021797065,0.002228689,0.0024373233,0.00046903008,0.0027350194],"domain_scores_gemma":[0.99241704,0.0017284014,0.0019610117,0.002836303,0.0005268408,0.0005304172],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00091128366,0.001560589,0.0029686913,0.00054592354,0.00079229294,0.00040447875,0.0015485886,0.0010356057,0.002879333],"category_scores_gemma":[0.00076010363,0.0014666677,0.0012312733,0.0015235079,0.002465897,0.00019764004,0.00042983564,0.0015242004,0.006971938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032521542,0.0022255925,0.3741046,0.0055354605,0.0060934867,0.0008441168,0.0012997309,0.000027550426,0.5127628,0.02545584,0.0445733,0.023825362],"study_design_scores_gemma":[0.0036021848,0.0014850376,0.23589942,0.0020635547,0.0017903249,0.00033611123,0.00444464,0.00014962562,0.0041120294,0.000041796462,0.7431757,0.0028995965],"about_ca_topic_score_codex":0.0050044055,"about_ca_topic_score_gemma":0.00010623282,"teacher_disagreement_score":0.6986024,"about_ca_system_score_codex":0.00056854583,"about_ca_system_score_gemma":0.0013069285,"threshold_uncertainty_score":0.99971426},"labels":[],"label_agreement":null},{"id":"W2947051181","doi":"10.1186/s12889-019-6834-x","title":"Why patients want to take or refuse to take antibiotics: an inventory of motives","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"Canada Research Chairs","keywords":"Medical prescription; Antibiotics; Medicine; Public health; Biostatistics; Demographics; Autonomy; Family medicine; Nursing; Demography","score_opus":0.03881662780720263,"score_gpt":0.2951402546528219,"score_spread":0.25632362684561927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947051181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99421823,0.00024931232,0.00055183517,0.002449241,0.0009775625,0.0008398668,0.00012276098,0.00006585773,0.0005253106],"genre_scores_gemma":[0.9884399,0.000049477643,0.00094881374,0.0063142586,0.00003877316,0.0000011876849,0.00012250386,0.000029147252,0.0040559187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774474,0.00039594944,0.0005645358,0.0004849242,0.00009574645,0.0007140953],"domain_scores_gemma":[0.9986242,0.000068525,0.00022871142,0.0006417001,0.00018929396,0.00024753655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006030301,0.00020274197,0.0004926359,0.00026355477,0.00012979179,0.000019664112,0.0004043236,0.00019996318,0.0004996369],"category_scores_gemma":[0.00025883765,0.00015159242,0.00007053988,0.0003635546,0.00009621699,0.00016544171,0.00012881348,0.00018748427,0.0007172414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009961324,0.0036757588,0.8318106,0.001356719,0.00025494077,0.000004498964,0.012251003,0.000015365531,0.020354977,0.0047191805,0.11294354,0.0116172945],"study_design_scores_gemma":[0.0024166787,0.0039658053,0.50447375,0.0003382149,0.000011952447,0.000005813855,0.0026092355,0.000006682066,0.004669498,0.00002409364,0.48103514,0.00044310183],"about_ca_topic_score_codex":0.00046481646,"about_ca_topic_score_gemma":0.0012388582,"teacher_disagreement_score":0.3680916,"about_ca_system_score_codex":0.00011167048,"about_ca_system_score_gemma":0.0007226252,"threshold_uncertainty_score":0.9218926},"labels":[],"label_agreement":null},{"id":"W2947072580","doi":"10.4103/jgid.jgid_26_19","title":"Fighting antimicrobial resistance: Status paper with action points by organized medicine academic guild","year":2019,"lang":"en","type":"article","venue":"Journal of Global Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Guild; Action (physics); Resistance (ecology); Antimicrobial; Medicine; Biology; Ecology; Microbiology","score_opus":0.005291162947630249,"score_gpt":0.25024318277729585,"score_spread":0.2449520198296656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947072580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98701483,0.00848775,0.000106344894,0.0009426717,0.0012458006,0.00015678655,0.00009133595,0.00005158738,0.0019028881],"genre_scores_gemma":[0.9964169,0.0014837642,0.000022615684,0.0007888951,0.00016704913,4.2259794e-7,0.00002914335,0.000017232715,0.0010739717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862933,0.00015397115,0.0005057111,0.00021264807,0.00011512113,0.00038323284],"domain_scores_gemma":[0.99872077,0.000096923795,0.0006569309,0.00017175627,0.00026649388,0.0000871414],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014412352,0.00021480648,0.00047666632,0.000058013637,0.0001623179,0.000016899858,0.00017410243,0.00021902946,0.0009784799],"category_scores_gemma":[0.00018030642,0.00014147443,0.00010431275,0.00028454716,0.00020873957,0.00030201857,0.000034133434,0.00042946645,0.00013966125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024047098,0.0002852598,0.46882206,0.0001593639,0.00068056054,0.000038888473,0.00009689025,0.000008664218,0.2613629,0.00028277328,0.26544172,0.000416207],"study_design_scores_gemma":[0.041321225,0.0042066686,0.5493572,0.005717019,0.002492306,0.0027580822,0.0022004324,0.0000015995863,0.03891529,0.0016523167,0.34968626,0.0016916062],"about_ca_topic_score_codex":0.000056068297,"about_ca_topic_score_gemma":0.00005556128,"teacher_disagreement_score":0.22244762,"about_ca_system_score_codex":0.00023572255,"about_ca_system_score_gemma":0.00020974151,"threshold_uncertainty_score":0.99993473},"labels":[],"label_agreement":null},{"id":"W2947689740","doi":"10.1186/s13756-019-0542-2","title":"Clinical outcomes in patients admitted to a hospitalist service exposed to an antimicrobial stewardship program – a retrospective matched cohort study","year":2019,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"South Health Campus; Foothills Medical Centre; University of Calgary; Alberta Health Services","funders":"Alberta Innovates; Alberta Health Services","keywords":"Medicine; Antimicrobial stewardship; Retrospective cohort study; Cohort; Logistic regression; Cohort study; Medical microbiology; Internal medicine; Antimicrobial; Emergency medicine; Intensive care medicine; Pediatrics; Antibiotics; Antibiotic resistance; Immunology","score_opus":0.008413729578048578,"score_gpt":0.2778985639376409,"score_spread":0.2694848343595923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947689740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99104685,0.00002253892,0.000072069706,0.0006197333,0.001421266,0.0063073495,0.00010326602,0.00019226423,0.00021469552],"genre_scores_gemma":[0.9947024,0.000030015306,0.00014232773,0.0038538708,0.00006615643,0.00009008171,0.00007690767,0.000051293842,0.0009869554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964861,0.00054619473,0.00096418953,0.0011732229,0.00012735193,0.00070288713],"domain_scores_gemma":[0.9984019,0.00011383155,0.00027146935,0.00063289073,0.000436348,0.00014355162],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007762648,0.00046115182,0.001223419,0.0002933802,0.00023767907,0.00011968064,0.00027579005,0.00040125227,0.00008227933],"category_scores_gemma":[0.0002003394,0.00041984295,0.0001705764,0.00067090825,0.00009725704,0.00033251534,0.00011216966,0.00048283397,0.00043988333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027923456,0.0036641655,0.97373194,0.000050944953,0.00036247415,0.0000065186823,0.00057101494,0.0000060581547,0.016745394,0.000022475533,0.0015163063,0.00053036696],"study_design_scores_gemma":[0.010476637,0.002680654,0.9829671,0.00018000232,0.000093456176,0.0000015989996,0.000119624674,0.0000020603045,0.0012116134,0.0000044310787,0.0017340942,0.00052874925],"about_ca_topic_score_codex":0.00108054,"about_ca_topic_score_gemma":0.009457057,"teacher_disagreement_score":0.015533781,"about_ca_system_score_codex":0.00014267347,"about_ca_system_score_gemma":0.000098488556,"threshold_uncertainty_score":0.99982536},"labels":[],"label_agreement":null},{"id":"W2947888954","doi":"10.5210/ojphi.v11i1.9781","title":"A Tool for Promoting Responsible Antibiotic Prescribing across Settings and Sectors","year":2019,"lang":"en","type":"article","venue":"Online Journal of Public Health Informatics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Public Health Ontario; University of Guelph","funders":"Vetenskapsrådet","keywords":"Antimicrobial stewardship; Psychological intervention; Medicine; Stewardship (theology); Antibiotic resistance; Audit; Antibiotic Stewardship; Best practice; Nursing; Intensive care medicine; Business; Antibiotics; Political science; Accounting","score_opus":0.029653991736833744,"score_gpt":0.3154426039221199,"score_spread":0.2857886121852862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947888954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914489,0.001316035,0.0017351608,0.0043591806,0.0005724063,0.00042337296,0.000080881975,0.000020165062,0.00004389189],"genre_scores_gemma":[0.98080605,0.00030389795,0.016411338,0.001552925,0.00009526357,4.5910744e-7,0.0000369348,0.000020288939,0.0007728629],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976983,0.00012920909,0.0013947263,0.00008354695,0.00008103875,0.000613158],"domain_scores_gemma":[0.9977628,0.00028095345,0.0013967742,0.00016247823,0.0003125821,0.000084395695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004038873,0.00014559775,0.00046561263,0.00015469457,0.0002447777,0.0000691133,0.00019987726,0.00016649214,0.000019515392],"category_scores_gemma":[0.00084817654,0.00010961334,0.000089138965,0.00016789755,0.00008249467,0.00039800315,0.000076703305,0.00042149937,0.000012589926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013266862,0.002218287,0.21487145,0.030053565,0.0020730454,0.000017272756,0.17532185,0.00013659497,0.056115296,0.004641702,0.03639704,0.4768272],"study_design_scores_gemma":[0.019296896,0.008845538,0.063871205,0.007161208,0.00012695123,0.0033617192,0.069905825,0.0049869944,0.011058082,0.0002921422,0.80969405,0.0013993722],"about_ca_topic_score_codex":0.0000058114824,"about_ca_topic_score_gemma":0.000007827982,"teacher_disagreement_score":0.773297,"about_ca_system_score_codex":0.00007171941,"about_ca_system_score_gemma":0.00085877144,"threshold_uncertainty_score":0.44699022},"labels":[],"label_agreement":null},{"id":"W2949722123","doi":"","title":"Antibiotic prescribing for pediatric respiratory infections: What explains a large variation among physicians?","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Medical prescription; Odds ratio; Respiratory tract infections; Cohort; Pediatrics; Psychological intervention; Odds; Family medicine; Population; Emergency medicine; Internal medicine; Respiratory system; Environmental health; Logistic regression","score_opus":0.013657217110599223,"score_gpt":0.2102546686155389,"score_spread":0.19659745150493968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949722123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897395,0.004365338,0.0010823086,0.00006242218,0.002473933,0.0015999851,0.000021776865,0.00011076802,0.0005439842],"genre_scores_gemma":[0.99654984,0.0002883724,0.000014513956,0.00025264104,0.00018642578,0.00014891745,0.000037939066,0.000022343866,0.0024989997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988156,0.00009748889,0.00022901184,0.00032271424,0.000034707224,0.0005004799],"domain_scores_gemma":[0.9993402,0.00014766077,0.00016902295,0.00025871932,0.00006516594,0.000019250763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003666522,0.00013867088,0.00021073781,0.00013303246,0.00020726217,0.000056299858,0.00012514902,0.00021488135,0.00003244892],"category_scores_gemma":[0.0001015267,0.00012967072,0.00011102977,0.00019634656,0.000040003717,0.0005676549,0.00004056994,0.0001586539,0.00017112591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002976857,0.0015470753,0.8991924,0.000845629,0.00067538826,0.0000048076913,0.0021462988,0.00005779344,0.025444308,0.0062842593,0.00963661,0.053867735],"study_design_scores_gemma":[0.0016648122,0.00007124928,0.9804278,0.00005496006,0.00010717899,0.0000012406346,0.00039530342,0.000011475854,0.005856551,0.000073976466,0.011106726,0.00022870749],"about_ca_topic_score_codex":0.000011884084,"about_ca_topic_score_gemma":0.000032456574,"teacher_disagreement_score":0.08123541,"about_ca_system_score_codex":0.000043403892,"about_ca_system_score_gemma":0.000021337317,"threshold_uncertainty_score":0.52878183},"labels":[],"label_agreement":null},{"id":"W2949821442","doi":"10.7554/elife.39435","title":"The distribution of antibiotic use and its association with antibiotic resistance","year":2018,"lang":"en","type":"article","venue":"eLife","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":217,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Antibiotics; Antibiotic resistance; Population; Resistance (ecology); Biology; Medicine; Microbiology; Ecology; Environmental health","score_opus":0.008779528982004736,"score_gpt":0.21705224228666725,"score_spread":0.20827271330466252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949821442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99521995,0.0034745736,0.00010611732,0.00039278893,0.00024949267,0.00013007349,0.000045446563,0.000026063743,0.00035550082],"genre_scores_gemma":[0.9923608,0.0006758669,0.000026112455,0.000050636747,0.000037497448,1.9955233e-7,0.000027932769,0.000007710643,0.0068132514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925184,0.00010147506,0.00018036022,0.00017161586,0.00006358853,0.00023109649],"domain_scores_gemma":[0.99913913,0.00021748953,0.00020114688,0.00017447326,0.0002536211,0.00001413975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028592994,0.00009611339,0.00015498801,0.00001634273,0.00035070733,0.000023846656,0.00009511734,0.00013584399,0.000008073505],"category_scores_gemma":[0.00030368406,0.000058438603,0.000024768371,0.00013339707,0.0002777436,0.00009424369,0.000029900273,0.0001122326,0.00007174034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013774356,0.0002643515,0.60281,0.00020423497,0.00086126995,0.000008865401,0.00069763156,0.0000013120585,0.3200991,0.025652254,0.047139432,0.0008841237],"study_design_scores_gemma":[0.0006310994,0.00018864505,0.5224669,0.00020011376,0.00006735475,0.0000063759167,0.000118227144,0.000005751787,0.44904834,0.000015019349,0.027124425,0.00012776247],"about_ca_topic_score_codex":0.000019468076,"about_ca_topic_score_gemma":0.00022890011,"teacher_disagreement_score":0.12894925,"about_ca_system_score_codex":0.000034151486,"about_ca_system_score_gemma":0.000036957437,"threshold_uncertainty_score":0.26973927},"labels":[],"label_agreement":null},{"id":"W2949915306","doi":"10.1016/j.ijid.2019.06.004","title":"Prevalence and factors associated with infectious intestinal diseases in Ras Al Khaimah, United Arab Emirates, 2017: A population-based cross-sectional study","year":2019,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"College of Medicine and Health Sciences, University of Gondar; College of Medicine and Health Sciences, United Arab Emirates University; Institute of Population and Public Health; College of Humanities and Social Sciences, United Arab Emirates University; United Arab Emirates University; Utah Agricultural Experiment Station","keywords":"Confidence interval; Medicine; Odds ratio; Demography; Cross-sectional study; Logistic regression; Population; Environmental health; Internal medicine","score_opus":0.010848824580892192,"score_gpt":0.27579555955723384,"score_spread":0.26494673497634164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949915306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976268,0.0007108429,0.000057090412,0.000036317768,0.0010122773,0.00029457125,0.00015286375,0.000052280917,0.00005698697],"genre_scores_gemma":[0.9994192,0.000035508292,0.0000023841565,0.00013761403,0.000049708437,0.0000053069275,0.00017240559,0.000019243884,0.00015862963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983695,0.00025143917,0.0006087045,0.00029138022,0.00024688084,0.00023205558],"domain_scores_gemma":[0.99779814,0.0006581837,0.0006470297,0.00012707859,0.0006993275,0.000070252434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018702725,0.0002469003,0.00033528058,0.0006341682,0.00012927753,0.00011652293,0.00024751466,0.00010894523,0.00024247356],"category_scores_gemma":[0.00072733447,0.0001897932,0.00012117289,0.00027281113,0.0001701764,0.00034669007,0.000050047354,0.00037041077,0.000014372868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006522145,0.0018195953,0.9943266,0.000026201957,0.0005812607,0.00007501102,0.00007870331,0.0019947952,0.000286223,0.000036738744,0.00008524025,0.000037425223],"study_design_scores_gemma":[0.004982778,0.00092521944,0.99293727,0.00034948214,0.0001095156,0.00011574884,0.000091772665,0.000070696726,0.000070777416,0.0000996646,0.000030270792,0.00021683081],"about_ca_topic_score_codex":0.0004018347,"about_ca_topic_score_gemma":0.00021936327,"teacher_disagreement_score":0.0043305634,"about_ca_system_score_codex":0.00027172358,"about_ca_system_score_gemma":0.00027644573,"threshold_uncertainty_score":0.77395415},"labels":[],"label_agreement":null},{"id":"W2951438621","doi":"10.1016/j.jhin.2019.06.009","title":"Impact of a checklist used by pharmacists on hospital antimicrobial use: a patient-level interrupted time series study","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Hôpital du Sacré-Cœur de Montréal; Hôpital Notre-Dame; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Checklist; Interrupted time series; Interrupted Time Series Analysis; Antimicrobial; Antimicrobial stewardship; Emergency medicine; Nursing; Antibiotics; Antibiotic resistance; Microbiology; Psychological intervention; Statistics","score_opus":0.008962897046239046,"score_gpt":0.263200952085011,"score_spread":0.25423805503877195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951438621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997206,0.00008662798,0.000024965859,0.000041859414,0.0020584692,0.00039469366,0.00009151034,0.000018609182,0.00007731011],"genre_scores_gemma":[0.99872184,0.000045211676,0.00001305251,0.00001281895,0.000047748377,8.354527e-7,0.000026861222,0.000020762594,0.0011108702],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99879175,0.00013440308,0.0005831648,0.00017984453,0.00008582591,0.00022500199],"domain_scores_gemma":[0.9987056,0.000050554398,0.000799257,0.00016205611,0.00025126964,0.000031262873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014771019,0.00021986525,0.00047250866,0.00016995445,0.00006806624,0.000033618304,0.000120691424,0.00015821736,0.00033067339],"category_scores_gemma":[0.00006557267,0.00016176033,0.0003318997,0.00015548378,0.000108013526,0.0005219373,0.00004355472,0.00038779638,0.00016892729],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013625566,0.0050671627,0.47182,0.000026036654,0.0012444583,0.00002183963,0.0023267996,0.000024672692,0.49926117,0.0000025895501,0.018325819,0.000516898],"study_design_scores_gemma":[0.008760519,0.069645934,0.6869703,0.0003976648,0.0002651262,0.0002509658,0.000455873,0.0000053698564,0.2318732,0.0000073927645,0.00080415624,0.0005634935],"about_ca_topic_score_codex":0.00013348753,"about_ca_topic_score_gemma":0.0000037334198,"teacher_disagreement_score":0.26738796,"about_ca_system_score_codex":0.00012014898,"about_ca_system_score_gemma":0.00006721214,"threshold_uncertainty_score":0.6596395},"labels":[],"label_agreement":null},{"id":"W2952210119","doi":"10.3389/fvets.2019.00220","title":"Developing Canadian Defined Daily Doses for Animals: A Metric to Quantify Antimicrobial Use","year":2019,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"Université de Montréal; Public Health Agency; Public Health Agency of Canada","keywords":"Antimicrobial; Medicine; Livestock; Dosing; Defined daily dose; Veterinary medicine; Environmental health; Drug; Biology; Pharmacology; Ecology","score_opus":0.038022610378661684,"score_gpt":0.28084597455261473,"score_spread":0.24282336417395306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952210119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880194,0.0005587621,0.006777551,0.00033516774,0.0034653188,0.00054919923,0.000052104904,0.00002773251,0.00021475385],"genre_scores_gemma":[0.9457824,0.000035964837,0.052509084,0.0004995113,0.000011359879,0.0000057672223,0.00001045953,0.0000123541595,0.0011330765],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99831796,0.00005063976,0.00024673232,0.00055810163,0.0000512846,0.0007752625],"domain_scores_gemma":[0.9994074,0.00008145249,0.00006098727,0.00029361888,0.000083478306,0.00007303876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048789653,0.00016464033,0.000284788,0.0012741263,0.0003048857,0.00007242693,0.00061624806,0.00013170275,0.000023582339],"category_scores_gemma":[0.00027985848,0.00015432772,0.00005134092,0.0016934557,0.00029986104,0.0003167022,0.00011372564,0.00012408978,0.00015780031],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006149126,0.000052437255,0.13307719,0.00011143691,0.000044660133,0.000047707308,0.00083005824,0.00004860374,0.8479429,0.0029995493,0.0113576185,0.0028729525],"study_design_scores_gemma":[0.0026249238,0.0023250158,0.59532946,0.00058732455,0.000029662802,0.00021323549,0.0018992722,0.00020449233,0.043507546,0.0001860546,0.3517685,0.001324488],"about_ca_topic_score_codex":0.004054948,"about_ca_topic_score_gemma":0.0014330989,"teacher_disagreement_score":0.8044353,"about_ca_system_score_codex":0.0002751154,"about_ca_system_score_gemma":0.0009191413,"threshold_uncertainty_score":0.62933016},"labels":[],"label_agreement":null},{"id":"W2952338441","doi":"10.1017/ice.2019.154","title":"Antimicrobial utilization data: Does point prevalence data correlate with defined daily doses?","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Université de Montréal; McGill University; McMaster University","funders":"","keywords":"Medicine; Defined daily dose; Antimicrobial; Emergency medicine; Environmental health; Drug; Microbiology; Biology; Pharmacology","score_opus":0.027750486422922317,"score_gpt":0.2751839012035476,"score_spread":0.24743341478062525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952338441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9556693,0.0067093554,0.02809372,0.00373704,0.0034917993,0.0009095601,0.00065972103,0.00018562499,0.00054389826],"genre_scores_gemma":[0.99372596,0.0030752341,0.00021317168,0.00092741963,0.00008596237,0.000004374793,0.00095355714,0.000017853927,0.0009964904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772763,0.0004657712,0.00047815495,0.0008879897,0.000026464204,0.00041400886],"domain_scores_gemma":[0.9976791,0.00078130787,0.0003549984,0.0010655994,0.00008214418,0.000036840313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095806,0.00024324608,0.00059788796,0.00007279242,0.00019744945,0.000016515205,0.00037293846,0.00035931804,0.00019248929],"category_scores_gemma":[0.0006118363,0.00015241242,0.000039076374,0.00009672217,0.00041044215,0.00050428364,0.00029156663,0.00033995765,0.00030527374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007457342,0.00022862814,0.97365,0.00021313512,0.00046970448,0.0000069038674,0.00008083416,0.00006540833,0.00621814,0.0034461103,0.009243195,0.0056322184],"study_design_scores_gemma":[0.0067124222,0.0011702317,0.93622357,0.00026680878,0.00040361728,0.00021574524,0.00005806516,0.0022087886,0.00022653774,0.0005282073,0.051370297,0.0006157071],"about_ca_topic_score_codex":0.00058819616,"about_ca_topic_score_gemma":0.0002569224,"teacher_disagreement_score":0.0421271,"about_ca_system_score_codex":0.000016323778,"about_ca_system_score_gemma":0.00006194912,"threshold_uncertainty_score":0.6215198},"labels":[],"label_agreement":null},{"id":"W2952992205","doi":"10.1371/journal.pmed.1002819","title":"Government policy interventions to reduce human antimicrobial use: A systematic review and evidence map","year":2019,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Ottawa Hospital; McMaster University; York University; University of Ottawa","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; Government of Ontario; Ontario Ministry of Research, Innovation and Science; University of Ottawa; Public Health Agency; Public Health Agency of Canada","keywords":"CINAHL; Psychological intervention; Medicine; Health policy; Government (linguistics); Systematic review; Randomized controlled trial; Reimbursement; MEDLINE; Public health; Political science; Health care; Nursing; Surgery","score_opus":0.12454355060565854,"score_gpt":0.3899747497661706,"score_spread":0.26543119916051205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952992205","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006953282,0.9934326,0.000022616949,0.0017641028,0.00040625266,0.0041726255,0.00007429798,0.00004129547,0.00007925815],"genre_scores_gemma":[0.00007216932,0.9703526,0.00002496923,0.0010500029,0.00013238944,0.000081681916,0.00007508484,0.000044412336,0.028166726],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99704903,0.00055541575,0.0013304583,0.0005810442,0.00011722808,0.00036681318],"domain_scores_gemma":[0.9978568,0.00042671422,0.00075022585,0.00082880695,0.00006968637,0.00006777326],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053328,0.00047593113,0.00393898,0.00015606807,0.00016236854,0.000017473827,0.00047057576,0.00030785933,0.00025878954],"category_scores_gemma":[0.0015484345,0.00029836,0.00037125594,0.00028181556,0.00024633625,0.00007584827,0.00026380713,0.00045818556,0.0011219013],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038355124,0.000073221236,9.0856827e-7,0.98166335,0.00070633256,0.000008008595,0.00006469267,2.6778555e-9,0.00062830123,0.00015406178,0.015902428,0.0007948639],"study_design_scores_gemma":[0.00018013551,0.00019723216,0.0000020864602,0.86382073,0.012999569,0.00012922061,0.000018351144,5.783858e-9,0.00002733666,0.0000015258711,0.12237886,0.0002449307],"about_ca_topic_score_codex":0.000076221055,"about_ca_topic_score_gemma":0.000013366494,"teacher_disagreement_score":0.11784261,"about_ca_system_score_codex":0.0002133646,"about_ca_system_score_gemma":0.000124719,"threshold_uncertainty_score":0.99994683},"labels":[],"label_agreement":null},{"id":"W2954127070","doi":"10.1111/bioe.12597","title":"How law can help solve the collective action problem of antimicrobial resistance","year":2019,"lang":"en","type":"article","venue":"Bioethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University; York University; University of Ottawa","funders":"Canadian Institutes of Health Research; Norges Forskningsråd","keywords":"Collective action; Action (physics); Resistance (ecology); Corporate governance; Politics; Antibiotic resistance; Law and economics; Antimicrobial; Political science; Business; Law; Sociology; Economics; Biology; Management; Antibiotics; Microbiology","score_opus":0.034090215684238374,"score_gpt":0.266594220776768,"score_spread":0.2325040050925296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954127070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8905209,0.0055307266,0.0008907488,0.05269625,0.0037441447,0.0023970746,0.00040016268,0.00019702005,0.043623015],"genre_scores_gemma":[0.95447224,0.00019701674,0.00026857073,0.00041475616,0.00003311521,0.0000025730747,0.000020892961,0.0000130274575,0.044577777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991773,0.00014132842,0.00016413486,0.00023021207,0.000049065504,0.00023800462],"domain_scores_gemma":[0.999178,0.00017039546,0.00018824286,0.0002913441,0.0001620536,0.000009983841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025961566,0.00012846182,0.00021630702,0.000031249107,0.00025402516,0.000021966556,0.0002139723,0.00038390563,0.000034918885],"category_scores_gemma":[0.00002386784,0.00008621189,0.00008553466,0.00017040309,0.0009979518,0.00005294972,0.000050504666,0.00045808894,0.000058283138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004026767,0.00010191406,0.00093355344,0.00027809595,0.00022428845,0.0000015922517,0.001986545,0.0000024732014,0.87669134,0.10624924,0.013010329,0.000117929776],"study_design_scores_gemma":[0.0009106698,0.00013289647,0.0010141957,0.0002431788,0.00005939583,0.000011149474,0.0025319005,7.033165e-7,0.8996413,0.0010748832,0.09416632,0.00021340433],"about_ca_topic_score_codex":0.0003412172,"about_ca_topic_score_gemma":0.0047407853,"teacher_disagreement_score":0.10517436,"about_ca_system_score_codex":0.00005052236,"about_ca_system_score_gemma":0.00020911361,"threshold_uncertainty_score":0.36769953},"labels":[],"label_agreement":null},{"id":"W2955606396","doi":"10.1016/j.jval.2019.04.913","title":"PIN43 THE ECONOMIC BURDEN OF ANTIMICROBIAL RESISTANCE: RESULTS FROM A TARGETED LITERATURE REVIEW","year":2019,"lang":"en","type":"article","venue":"Value in Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Becton Dickinson (Canada)","funders":"","keywords":"Antimicrobial stewardship; Medicine; Acinetobacter; Antibiotic resistance; Economic cost; Economic impact analysis; Health care; Intensive care medicine; Indirect costs; Environmental health; Business; Economic growth; Biology; Economics; Microbiology","score_opus":0.012498447355532323,"score_gpt":0.24706080147555648,"score_spread":0.23456235412002416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955606396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5405534,0.4410569,0.000004080661,0.014012334,0.0013650627,0.00097377185,0.00090899883,0.000029635321,0.0010958058],"genre_scores_gemma":[0.88352793,0.1109927,0.00015872037,0.0013710464,0.000080678,0.000002396698,0.0003279675,0.000016000771,0.0035225684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981166,0.0004980189,0.00072214985,0.00033411017,0.00002881101,0.0003003048],"domain_scores_gemma":[0.9987588,0.00026263398,0.00038455208,0.00054728816,0.000029941166,0.000016807848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007176562,0.00014004971,0.00048106973,0.000054778837,0.00006986574,0.000007300544,0.00030738657,0.00017375514,0.00013102932],"category_scores_gemma":[0.00006864375,0.00009495841,0.00009065294,0.00016668598,0.00010233105,0.00004578717,0.000047166235,0.00036628786,0.00034095484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060337563,0.00042308238,0.0052990885,0.026011495,0.0008205821,0.000055988356,0.022821365,0.0029629508,0.15437748,0.013076276,0.7648959,0.0032220052],"study_design_scores_gemma":[0.012384333,0.0004980645,0.016667945,0.14705133,0.00010627035,0.0000541132,0.0008501313,0.00014821363,0.024091123,0.001354465,0.7956554,0.0011385533],"about_ca_topic_score_codex":0.0044398177,"about_ca_topic_score_gemma":0.00020292499,"teacher_disagreement_score":0.3429745,"about_ca_system_score_codex":0.00009654766,"about_ca_system_score_gemma":0.0003205638,"threshold_uncertainty_score":0.6711706},"labels":[],"label_agreement":null},{"id":"W2956079173","doi":"10.1016/j.jval.2019.04.919","title":"PIN49 EXAMINING THE CLINICAL AND ECONOMIC IMPACT OF ANTIMICROBIAL RESISTANCE AT ACUTE CARE FACILITIES: A PRACTICAL TOOL","year":2019,"lang":"en","type":"article","venue":"Value in Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University Health Network; Becton Dickinson (Canada)","funders":"","keywords":"Medicine; Antibiotic resistance; Klebsiella pneumonia; Intensive care medicine; Enterococcus faecalis; Pseudomonas aeruginosa; Pneumonia; Antimicrobial stewardship; Enterococcus faecium; Emergency medicine; Staphylococcus aureus; Internal medicine; Antibiotics; Microbiology; Biology","score_opus":0.04440263655330046,"score_gpt":0.3484250662317067,"score_spread":0.30402242967840626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956079173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948644,0.003239235,0.000008434707,0.00048336707,0.00045600953,0.000384464,0.00016293235,0.000012686494,0.00038844612],"genre_scores_gemma":[0.99597293,0.0016163444,0.000164911,0.00011431762,0.000025705975,0.0000015528019,0.000017256818,0.000010288129,0.0020766843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981527,0.00053491496,0.00062427885,0.0003192082,0.000024831415,0.00034410748],"domain_scores_gemma":[0.9986743,0.0006942959,0.0002474521,0.00033796235,0.000021535045,0.00002447168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007247413,0.00013284417,0.00044763045,0.000044491033,0.00011260347,0.000008160423,0.00012666335,0.00019556064,0.00013640753],"category_scores_gemma":[0.000076380646,0.00009004303,0.00009403537,0.000048955615,0.00037627487,0.00006348832,0.00009608973,0.0003405014,0.00013660024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033086408,0.000162372,0.95006245,0.0015275015,0.00066229905,0.000021128839,0.013822589,0.00044465467,0.012125974,0.003418985,0.012885171,0.0015582482],"study_design_scores_gemma":[0.008861406,0.002612349,0.9295021,0.0018925846,0.00009993645,0.00028241158,0.008519785,0.00014249963,0.0034194407,0.00017822304,0.043663226,0.0008260074],"about_ca_topic_score_codex":0.002083869,"about_ca_topic_score_gemma":0.0003836949,"teacher_disagreement_score":0.030778054,"about_ca_system_score_codex":0.00021440911,"about_ca_system_score_gemma":0.0007359553,"threshold_uncertainty_score":0.36718482},"labels":[],"label_agreement":null},{"id":"W2957088575","doi":"10.2807/1560-7917.es.2019.24.28.1800339","title":"Targets for the reduction of antibiotic use in humans in the Transatlantic Taskforce on Antimicrobial Resistance (TATFAR) partner countries","year":2019,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Centers for Disease Control and Prevention; European Centre for Disease Prevention and Control; Norwegian Institute of Public Health; Public Health Agency; Public Health Agency of Canada","keywords":"Antibiotic resistance; Context (archaeology); Antimicrobial; Medicine; European union; Action plan; Antimicrobial stewardship; Drug resistance; Antibiotics; Environmental health; Business; Geography; Biology; International trade; Microbiology","score_opus":0.015360801532375993,"score_gpt":0.2399634729137343,"score_spread":0.2246026713813583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957088575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99496645,0.0016361302,0.000116406954,0.00112583,0.0008210425,0.0008810117,0.00009067922,0.000017976185,0.00034446633],"genre_scores_gemma":[0.99557537,0.00060071726,0.000023815424,0.00029746446,0.00003727706,0.0000049440455,0.0000344278,0.000018709396,0.0034072748],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998499,0.00030849472,0.0004083615,0.00034740233,0.00006669492,0.00037006687],"domain_scores_gemma":[0.9985934,0.00071047724,0.00017286575,0.0004669402,0.000049959865,0.0000063912394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007363536,0.00018196394,0.0003323197,0.0000758588,0.00013230758,0.00002450235,0.0003585849,0.00012933227,0.000025511123],"category_scores_gemma":[0.0000810519,0.00010987948,0.000094271956,0.00023976884,0.00032362732,0.00008053145,0.000013912595,0.0002683433,0.000055338896],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057470184,0.00084002654,0.39116344,0.0010336018,0.00018955056,0.000027562706,0.006764698,0.0014102906,0.5462426,0.018283136,0.0280929,0.00020519896],"study_design_scores_gemma":[0.003970391,0.00033616563,0.84305286,0.00063314696,0.000030180245,0.000020520192,0.000585092,0.00002166685,0.06446856,0.00009400259,0.086351104,0.00043633155],"about_ca_topic_score_codex":0.00008932443,"about_ca_topic_score_gemma":0.001090416,"teacher_disagreement_score":0.481774,"about_ca_system_score_codex":0.000021660904,"about_ca_system_score_gemma":0.000035620145,"threshold_uncertainty_score":0.44807553},"labels":[],"label_agreement":null},{"id":"W2962001966","doi":"10.1016/j.cmi.2019.07.007","title":"When not to start antibiotics: avoiding antibiotic overuse in the intensive care unit","year":2019,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Inland Hospital","funders":"Queensland Health","keywords":"Antibiotics; Intensive care unit; Medicine; Intensive care medicine; Antibacterial agent; Microbiology; Biology","score_opus":0.09825063416111263,"score_gpt":0.38224013836087734,"score_spread":0.2839895041997647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962001966","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04168688,0.9522886,0.00003623833,0.0001817866,0.003801232,0.0014929652,0.00016653916,0.000052756768,0.00029297307],"genre_scores_gemma":[0.050077736,0.94616294,0.000018179286,0.002320605,0.00016146619,0.0000017276833,0.0005515586,0.00004059382,0.0006651952],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948081,0.0024231898,0.0012405562,0.0009428708,0.000019813879,0.00056549325],"domain_scores_gemma":[0.99666,0.0019800127,0.00046313863,0.0006352117,0.00022213774,0.00003951309],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0012497717,0.00054500654,0.0020756733,0.00031148057,0.00029743015,0.0000376496,0.00038668475,0.0020765956,0.00007667646],"category_scores_gemma":[0.0010237999,0.00034860146,0.00050192216,0.0002923508,0.00062028656,0.00007331756,0.0002725564,0.0023505008,0.0017712462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079133606,0.0008568809,0.04584236,0.03028211,0.0029013962,0.00010441936,0.0069387862,0.0000032155403,0.0043062316,0.0018020511,0.037323974,0.86884725],"study_design_scores_gemma":[0.00071618054,0.0007071357,0.0018519012,0.0065232194,0.00073353323,0.00027103498,0.000938871,1.1920053e-7,0.00012895587,0.000012789264,0.9876396,0.00047665974],"about_ca_topic_score_codex":0.000101823185,"about_ca_topic_score_gemma":0.00021356373,"teacher_disagreement_score":0.95031565,"about_ca_system_score_codex":0.00006330374,"about_ca_system_score_gemma":0.0001822441,"threshold_uncertainty_score":0.9999511},"labels":[],"label_agreement":null},{"id":"W2962694197","doi":"","title":"Appropriate antibiotic prescribing module - how to choose which drug to use","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Drug; Medicine; Antibiotics; Intensive care medicine; Pharmacology; Chemistry","score_opus":0.00992074498070774,"score_gpt":0.2104486713780032,"score_spread":0.20052792639729544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962694197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97639835,0.0000987091,0.020284142,0.0017345621,0.0010413334,0.00017958529,0.000035588546,0.00001535293,0.00021239475],"genre_scores_gemma":[0.9908116,0.00011552111,0.0007954656,0.00007484258,0.00023754082,1.3173593e-8,0.000010433502,0.000012485389,0.0079421345],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984746,0.00040690164,0.00034748935,0.00024425564,0.00016694897,0.00035982873],"domain_scores_gemma":[0.99798834,0.00019399387,0.00054134184,0.0004917675,0.00068669074,0.000097890974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009061661,0.0002049366,0.00068656605,0.00052139617,0.0004288981,0.0000415338,0.0009118788,0.0001384926,0.00016431646],"category_scores_gemma":[0.00018739313,0.0001524744,0.00032987955,0.00130869,0.00028147816,0.0002460242,0.00023820448,0.00031361633,0.000108572785],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022901379,0.0011284281,0.10000154,0.00014521928,0.029416475,0.00015518321,0.028417474,0.01652422,0.76412064,0.00086872885,0.030724887,0.0055958536],"study_design_scores_gemma":[0.01660975,0.0039983094,0.84848475,0.0010714388,0.03405692,0.00039277933,0.02509842,0.0051974324,0.0149154905,0.0005621193,0.04706489,0.0025477018],"about_ca_topic_score_codex":0.0035828645,"about_ca_topic_score_gemma":0.016070442,"teacher_disagreement_score":0.7492051,"about_ca_system_score_codex":0.00013487348,"about_ca_system_score_gemma":0.000118577154,"threshold_uncertainty_score":0.8967684},"labels":[],"label_agreement":null},{"id":"W2963568746","doi":"10.1007/s10096-019-03626-8","title":"Antimicrobial stewardship by academic detailing improves antimicrobial prescribing in solid organ transplant patients","year":2019,"lang":"en","type":"article","venue":"European Journal of Clinical Microbiology & Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sinai Health System; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Antimicrobial stewardship; Concordance; Antimicrobial; Internal medicine; Medical microbiology; Intensive care medicine; Medical prescription; Emergency medicine; Antibiotics; Antibiotic resistance; Immunology; Pharmacology","score_opus":0.012072143045472567,"score_gpt":0.2695593929526022,"score_spread":0.2574872499071296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963568746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99229646,0.0023785671,0.00010228823,0.00014668213,0.004098739,0.00038467615,0.0002716911,0.000061942425,0.0002589401],"genre_scores_gemma":[0.9967745,0.0013850564,0.000026638088,0.0009759469,0.00025646336,5.0322006e-7,0.00018263662,0.00007132141,0.0003269555],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99339813,0.0024641848,0.0026934869,0.0006230138,0.000048360664,0.00077283516],"domain_scores_gemma":[0.99721646,0.00062873465,0.0014390909,0.0003324114,0.000249582,0.00013369463],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014971924,0.00045381812,0.0013252207,0.0002716244,0.000161214,0.00003320831,0.00072324957,0.00044836808,0.00016863263],"category_scores_gemma":[0.00052977423,0.00037034485,0.0006278861,0.00021304567,0.00059682346,0.0002548892,0.00016202767,0.0019403801,0.00056726544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008441087,0.0008342116,0.46913764,0.00006750858,0.00029707287,0.000050291794,0.0001114988,0.000015695527,0.52164906,0.0000038275844,0.0048750048,0.0021140985],"study_design_scores_gemma":[0.045050498,0.0061212247,0.7631776,0.0039409813,0.0012792086,0.0014388986,0.00023360885,0.000004977553,0.14301571,0.00004315107,0.033424333,0.0022698403],"about_ca_topic_score_codex":0.000010414851,"about_ca_topic_score_gemma":0.000009728031,"teacher_disagreement_score":0.37863332,"about_ca_system_score_codex":0.000057532252,"about_ca_system_score_gemma":0.00023398479,"threshold_uncertainty_score":0.99987483},"labels":[],"label_agreement":null},{"id":"W2963831413","doi":"10.1016/j.medmal.2019.07.005","title":"Impact of the French Infectious Diseases Society's (SPILF) proposals for shorter antibiotic therapies","year":2019,"lang":"en","type":"article","venue":"Médecine et Maladies Infectieuses","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Antibiotic Stewardship; Medical prescription; Antibiotics; Family medicine; Antimicrobial stewardship; Antibiotic therapy; Infectious disease (medical specialty); Pediatrics; Disease; Internal medicine; Antibiotic resistance; Nursing","score_opus":0.007305794622845165,"score_gpt":0.2657670289192389,"score_spread":0.2584612342963938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963831413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930907,0.0033670887,0.0001144113,0.0001946051,0.0010369197,0.0008915627,0.00012304867,0.00009320519,0.001088445],"genre_scores_gemma":[0.99561495,0.00035126111,0.000032524,0.0001817333,0.00005357435,0.000010900942,0.00002417284,0.000034114244,0.0036967518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987881,0.00012652435,0.00032738445,0.00031462926,0.00005735155,0.00038601365],"domain_scores_gemma":[0.99866575,0.0004032776,0.00021778916,0.0005337679,0.00015946965,0.000019968069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015538947,0.00028567415,0.0005046889,0.00006509468,0.00018953731,0.000027062939,0.00027502826,0.00019255329,0.00053510943],"category_scores_gemma":[0.00013577458,0.00015866297,0.0006778327,0.00019281128,0.00042409598,0.00014062793,0.00013601186,0.00020304028,0.00006421832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005435809,0.00039035338,0.9487219,0.00020845539,0.0010153631,2.630913e-7,0.000523046,0.000035762852,0.03784295,0.00050827063,0.010305104,0.0003942164],"study_design_scores_gemma":[0.0018090406,0.00089848955,0.9849258,0.0002401483,0.0001605818,0.000023234896,0.0001301992,0.0000045121883,0.008684497,0.00053524104,0.0023400027,0.00024822264],"about_ca_topic_score_codex":0.00020631813,"about_ca_topic_score_gemma":0.00014995663,"teacher_disagreement_score":0.036203973,"about_ca_system_score_codex":0.000047008805,"about_ca_system_score_gemma":0.00016209022,"threshold_uncertainty_score":0.64700884},"labels":[],"label_agreement":null},{"id":"W2964046769","doi":"10.9734/jamps/2019/v21i130122","title":"Self-medication: Prevalence among Undergraduates in Kathmandu Valley","year":2019,"lang":"en","type":"article","venue":"Journal of Advances in Medical and Pharmaceutical Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Self-medication; Medicine; Family medicine; Medical prescription; Likert scale; Scale (ratio); Alternative medicine; Test (biology); Descriptive statistics; Quarter (Canadian coin); Psychology; Nursing","score_opus":0.011609689303107117,"score_gpt":0.32648896950691364,"score_spread":0.3148792802038065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964046769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91085815,0.08257759,0.00007878222,0.0031170696,0.00082843844,0.000096714975,6.2274546e-7,0.000006923949,0.0024357156],"genre_scores_gemma":[0.93401814,0.06528435,0.0002264604,0.00028803147,0.000043903467,6.4578444e-7,2.4558318e-7,0.0000020729212,0.00013616672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986773,0.0001688701,0.00044320215,0.00018457495,0.00023275262,0.00029329138],"domain_scores_gemma":[0.999182,0.00050318014,0.00014997527,0.000050448503,0.000029193874,0.00008519054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017526204,0.00009110192,0.00024424755,0.00011065552,0.00006467049,0.000011424909,0.00034618218,0.00012419313,0.00060810865],"category_scores_gemma":[0.00021378706,0.000056092882,0.000036154084,0.00026875973,0.00096321007,0.00036480208,0.000062304316,0.00052984146,0.000020053649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015357352,0.00043411262,0.9563923,0.0005324741,0.00003105564,0.000115051196,0.00046977197,0.000044442724,0.0012018508,0.0045710295,0.00013096067,0.035923414],"study_design_scores_gemma":[0.015151613,0.0026522744,0.6086208,0.008101031,0.00014112591,0.001859227,0.0040112296,0.0049377177,0.009328964,0.023457998,0.3206109,0.0011270725],"about_ca_topic_score_codex":0.000004535312,"about_ca_topic_score_gemma":0.000023000868,"teacher_disagreement_score":0.34777144,"about_ca_system_score_codex":0.000019967436,"about_ca_system_score_gemma":0.00012236842,"threshold_uncertainty_score":0.66583633},"labels":[],"label_agreement":null},{"id":"W2967148986","doi":"10.15226/sojmid/7/1/00196","title":"Antibiotics, the Life Saving Medicine","year":2018,"lang":"en","type":"article","venue":"SOJ Microbiology & Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Antibiotics; Medicine; Intensive care medicine; Microbiology; Biology","score_opus":0.007241412533763284,"score_gpt":0.2338073083184192,"score_spread":0.2265658957846559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967148986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645546,0.021506364,0.0002342629,0.0021024654,0.0045972792,0.0003930869,0.00013250174,0.00040353186,0.0060759103],"genre_scores_gemma":[0.9934131,0.00036173203,0.0000068612385,0.003408942,0.00063738605,0.0000014950879,0.00014370869,0.000028506087,0.0019983076],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817914,0.00033468747,0.0003799072,0.00047671044,0.000022047843,0.00060750725],"domain_scores_gemma":[0.9987068,0.00032754103,0.00019294518,0.00054274173,0.00017118487,0.00005876986],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002011912,0.00030131318,0.00042201474,0.00011518029,0.00095447665,0.000016524422,0.00039956818,0.0003244846,0.0018150681],"category_scores_gemma":[0.00043445022,0.00018075554,0.00016226966,0.00024167153,0.0040285112,0.000058283058,0.00015805614,0.0003167288,0.0024133576],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012331756,0.0002348761,0.09353364,0.00004285632,0.00077619305,0.000009209758,0.0004889109,0.0000012120536,0.77335566,0.0026082757,0.12786368,0.00096217013],"study_design_scores_gemma":[0.0073130205,0.003178336,0.20886233,0.0006624776,0.0020876713,0.0012401042,0.0024640292,0.0000039662914,0.1293308,0.0029435272,0.64010805,0.001805706],"about_ca_topic_score_codex":0.00017019636,"about_ca_topic_score_gemma":0.00025750263,"teacher_disagreement_score":0.64402485,"about_ca_system_score_codex":0.000033782853,"about_ca_system_score_gemma":0.00012940072,"threshold_uncertainty_score":0.9990974},"labels":[],"label_agreement":null},{"id":"W2967363151","doi":"10.1016/j.jhin.2019.08.001","title":"Development of consensus-based international antimicrobial stewardship competencies for undergraduate nurse education","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Delphi method; Medicine; Nursing; Medical education; Family medicine; Political science; Antibiotic resistance; Antibiotics; Politics; Microbiology","score_opus":0.007922005505782079,"score_gpt":0.2525803719127605,"score_spread":0.2446583664069784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967363151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907511,0.00013267914,0.0019052515,0.00060067466,0.0061095585,0.00016705616,0.0000061835913,0.0000071827367,0.000320334],"genre_scores_gemma":[0.9962982,0.00001594897,0.0030721568,0.000043351713,0.000057158686,9.074146e-7,0.000022773842,0.0000067669553,0.00048275432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993569,0.000030268518,0.00039626044,0.00007867823,0.000042437125,0.000095455354],"domain_scores_gemma":[0.99893,0.000057673846,0.00052716257,0.000059586768,0.00041437577,0.000011216589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018717868,0.000079476384,0.00017840977,0.00013292654,0.00005427448,0.000008809978,0.00007474347,0.00008789775,0.000037404065],"category_scores_gemma":[0.000046892364,0.0000657484,0.00011548223,0.00005250853,0.00006650711,0.0000671075,0.0000075545877,0.000106346466,0.000025786101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008118546,0.001849383,0.107568316,0.0002484657,0.0006213217,0.0000010428863,0.00078165176,0.00018667258,0.8713793,0.0020534988,0.0075573213,0.00694117],"study_design_scores_gemma":[0.0042119096,0.001782128,0.1107796,0.0008011609,0.000121328216,0.00007532998,0.000943592,0.00003219804,0.8331664,0.00033800074,0.047447465,0.000300887],"about_ca_topic_score_codex":0.000010356992,"about_ca_topic_score_gemma":0.000011856938,"teacher_disagreement_score":0.039890144,"about_ca_system_score_codex":0.000071659764,"about_ca_system_score_gemma":0.00042476438,"threshold_uncertainty_score":0.26811418},"labels":[],"label_agreement":null},{"id":"W2968291319","doi":"10.17269/s41997-019-00245-w","title":"Cost-benefit analysis of a population-based education program on the wise use of antibiotics","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Interior Health; BC Centre for Disease Control; Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Medical prescription; Population; Medicine; Interrupted time series; Liberian dollar; Demography; Environmental health; Business; Psychological intervention; Finance; Pharmacology","score_opus":0.05618683792223952,"score_gpt":0.3047379720812106,"score_spread":0.2485511341589711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968291319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931856,0.00067018793,0.0000843465,0.0051561687,0.00038515416,0.00037054226,0.00006888266,0.0000027556594,0.00007637167],"genre_scores_gemma":[0.9984478,0.00003584199,0.0001941515,0.00087154785,0.000013307107,2.2139338e-7,0.00008125383,0.0000066965117,0.00034918266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988735,0.00019503776,0.00051277503,0.000089234316,0.000055598175,0.0002738564],"domain_scores_gemma":[0.9982918,0.00020440361,0.000723965,0.0002560661,0.00036433386,0.00015941795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006973164,0.000079048325,0.00035275353,0.00065317116,0.00008662467,0.000018724706,0.00018181579,0.00009977712,0.00027700525],"category_scores_gemma":[0.00025459297,0.000053798525,0.00014819788,0.0006858401,0.00009965568,0.00007302195,0.0000033848962,0.0001886139,0.0000071349627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031134197,0.00039681705,0.9382797,0.00010654396,0.00094381336,0.0000012409783,0.0006476552,0.0006921909,0.0003232612,0.011903226,0.0029063022,0.043768156],"study_design_scores_gemma":[0.00033402655,0.0004940445,0.9624517,0.00020990468,0.00014121429,0.000005591236,0.0007407807,0.00013590787,0.00035579698,0.00002464444,0.035021767,0.00008461248],"about_ca_topic_score_codex":0.023368197,"about_ca_topic_score_gemma":0.03966945,"teacher_disagreement_score":0.043683544,"about_ca_system_score_codex":0.00016420693,"about_ca_system_score_gemma":0.004793349,"threshold_uncertainty_score":0.9831353},"labels":[],"label_agreement":null},{"id":"W2969236308","doi":"10.4212/cjhp.v72i4.2910","title":"Grasping the Nettle: Why Pharmacists Must Lead Antibiotic Stewardship Initiatives","year":2019,"lang":"en","type":"editorial","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Stewardship (theology); Antibiotic Stewardship; Lead (geology); Antimicrobial stewardship; Antibiotics; Business; Medicine; Engineering ethics; Nursing; Political science; Chemistry; Engineering; Antibiotic resistance; Law","score_opus":0.015615625661397922,"score_gpt":0.27399388325388696,"score_spread":0.25837825759248906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969236308","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015973147,0.04051623,0.000017960014,0.0051633036,0.93506306,0.0005532552,0.0003266514,0.000017991044,0.002368416],"genre_scores_gemma":[0.80556184,0.001835018,0.0000043695654,0.0007808551,0.18883154,0.000001129301,0.000093007446,0.00007893176,0.0028132945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714494,0.00061671325,0.0007842558,0.00032618135,0.00025228644,0.00087563886],"domain_scores_gemma":[0.9966753,0.00093207316,0.0011467708,0.0004767875,0.0006014114,0.00016764292],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010506181,0.00052333204,0.00075291423,0.0002533599,0.0009595718,0.00020758796,0.001997011,0.0004603339,0.00044764634],"category_scores_gemma":[0.00061842904,0.00029760032,0.00046487857,0.0002685386,0.0014290357,0.00031493758,0.00007965751,0.003721437,0.00049483037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099200675,0.00004286576,0.00038362847,0.00010736986,0.0010694382,0.0002458677,0.0012825766,0.000011676474,0.00055982935,0.000060441584,0.9954919,0.00064516364],"study_design_scores_gemma":[0.0021255326,0.00037574722,0.00032465375,0.00060228934,0.000650447,0.00013719742,0.00049591577,0.0000025691797,0.0030062483,0.00011040326,0.991668,0.00050100964],"about_ca_topic_score_codex":0.003787386,"about_ca_topic_score_gemma":0.0035436049,"teacher_disagreement_score":0.7895887,"about_ca_system_score_codex":0.00029392872,"about_ca_system_score_gemma":0.0043127164,"threshold_uncertainty_score":0.9999476},"labels":[],"label_agreement":null},{"id":"W2969691897","doi":"10.1016/j.cmi.2019.08.007","title":"How to start an antimicrobial stewardship programme in a hospital","year":2019,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Psychological intervention; Stewardship (theology); Medicine; Health care; Infection control; Best practice; Nursing; Business; Antibiotic resistance; Intensive care medicine; Political science","score_opus":0.06483871095910494,"score_gpt":0.35173724914294957,"score_spread":0.28689853818384464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969691897","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036561143,0.95530206,0.000055338765,0.0002700641,0.0053342367,0.0021356144,0.00014908896,0.00011183598,0.00008064422],"genre_scores_gemma":[0.0061335294,0.99044263,0.00008047834,0.00022302668,0.00025267663,0.00003568081,0.0009511476,0.000053855652,0.0018269909],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957534,0.001249282,0.0010539999,0.0011875357,0.0000124390035,0.000743355],"domain_scores_gemma":[0.9985101,0.00038641022,0.00044058592,0.00050785654,0.00007040626,0.000084626496],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009172161,0.0005655238,0.0023733159,0.00031346697,0.00013386262,0.000062821855,0.00026769887,0.0027136859,0.000045597662],"category_scores_gemma":[0.00032831894,0.0004378362,0.00048532552,0.00030295912,0.00055406103,0.00015318942,0.00021155903,0.0014896352,0.0007088441],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016256061,0.0016778305,0.0038307132,0.0051874625,0.000566001,0.00001638018,0.0001049101,1.5777346e-7,0.0009275321,0.00018149584,0.006209102,0.98113585],"study_design_scores_gemma":[0.00088360236,0.0023643752,0.00046800717,0.0030493778,0.00036169667,0.00015888196,0.000020008554,7.3688305e-8,0.000039006492,0.000009893872,0.9920772,0.00056790985],"about_ca_topic_score_codex":0.000062921274,"about_ca_topic_score_gemma":0.00026153852,"teacher_disagreement_score":0.98586804,"about_ca_system_score_codex":0.000074815674,"about_ca_system_score_gemma":0.00023223265,"threshold_uncertainty_score":0.99980736},"labels":[],"label_agreement":null},{"id":"W2969788836","doi":"10.1093/jac/dkz284","title":"Trends in antimicrobial resistance over 10 years among key bacterial pathogens from Canadian hospitals: results of the CANWARD study 2007–16","year":2019,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; Mount Sinai Hospital; University of Manitoba; Manitoba Health","funders":"Achaogen; Medicines Company; Zoetis; Public Health Agency of Canada; Diagnostic Services Manitoba; Sunovion; Bayer; University of Manitoba; AstraZeneca; Astellas Pharma US; Pfizer; Merck; Abbott Laboratories","keywords":"Trimethoprim; Microbiology; Sulfamethoxazole; Ciprofloxacin; Biology; Cefepime; Meropenem; Antibiotic resistance; Medicine; Imipenem; Antibiotics","score_opus":0.004524268344455233,"score_gpt":0.21092211091145446,"score_spread":0.20639784256699922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969788836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99500024,0.00030337134,0.0000012755116,0.00059428375,0.0025958377,0.00028817068,0.00047151046,0.0000074412196,0.00073786173],"genre_scores_gemma":[0.99370646,0.00021849108,0.0000691174,0.0003251725,0.00019517302,3.346144e-7,0.000037093705,0.00004063711,0.005407493],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.997709,0.00028472272,0.0010506007,0.0003491987,0.00011468617,0.0004918449],"domain_scores_gemma":[0.9982803,0.00007411056,0.0009227484,0.00050822314,0.0001535376,0.000061065926],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005164261,0.0002883234,0.0007684123,0.00036426596,0.00008784376,0.000035859746,0.00069350476,0.0003659109,0.0015794983],"category_scores_gemma":[0.000040581373,0.00021859787,0.00035541234,0.00041841736,0.00025504292,0.00015990697,0.000050653725,0.00052596134,0.000040937346],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037333386,0.0004963677,0.14415686,0.000017865426,0.0004670019,0.000057709636,0.0026694406,0.000014300409,0.71397585,0.000003459454,0.13386291,0.0005448996],"study_design_scores_gemma":[0.01302902,0.00033056588,0.8167947,0.0005741413,0.00008548748,0.000021326285,0.00039308806,4.111321e-7,0.12778546,0.00000714304,0.04059295,0.0003857129],"about_ca_topic_score_codex":0.029582627,"about_ca_topic_score_gemma":0.12874635,"teacher_disagreement_score":0.6726378,"about_ca_system_score_codex":0.00021147946,"about_ca_system_score_gemma":0.00040682833,"threshold_uncertainty_score":0.9993332},"labels":[],"label_agreement":null},{"id":"W2969844442","doi":"10.11606/s1518-8787.2019053000879","title":"Restrictive measure for the commercialization of antimicrobials in Brazil: results achieved","year":2019,"lang":"en","type":"article","venue":"Revista de Saúde Pública","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Commercialization; Measure (data warehouse); Medicine; Business; Computer science; Data mining; Marketing","score_opus":0.01401458552975627,"score_gpt":0.268220571466187,"score_spread":0.25420598593643073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969844442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9572645,0.014169891,0.007125597,0.008823467,0.00065478095,0.003746349,0.0006258601,0.00009249517,0.007497081],"genre_scores_gemma":[0.9979882,0.0004461834,0.00011105396,0.000253051,0.000022031925,0.000006488351,0.000089263005,0.000014690508,0.00106902],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885994,0.00023827235,0.00040156394,0.00022070116,0.000032096254,0.00024741652],"domain_scores_gemma":[0.99872005,0.00055924995,0.00023424912,0.0003667084,0.000109217675,0.000010551562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071251375,0.000116431926,0.0003165284,0.000078772566,0.00009272812,0.000015042488,0.00026514963,0.00019655642,0.00003985603],"category_scores_gemma":[0.0004090811,0.00008160151,0.00010142974,0.00028448875,0.00011659288,0.00004446701,0.00004075625,0.00016530996,0.00004906894],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003214215,0.00030845805,0.023867585,0.00036136742,0.00030736733,0.0000015807703,0.0009629755,0.00006367959,0.8929617,0.028202694,0.044424497,0.005323902],"study_design_scores_gemma":[0.008051632,0.00043060214,0.19915912,0.001135664,0.00021170979,0.000021665926,0.0003692324,0.00007928172,0.12949549,0.0002380119,0.6603147,0.0004929059],"about_ca_topic_score_codex":0.00009011828,"about_ca_topic_score_gemma":0.000040217506,"teacher_disagreement_score":0.7634662,"about_ca_system_score_codex":0.00003913859,"about_ca_system_score_gemma":0.0001003167,"threshold_uncertainty_score":0.3327613},"labels":[],"label_agreement":null},{"id":"W2969973582","doi":"10.4212/cjhp.v72i4.2912","title":"Health Care Providers’ Perceptions of Antimicrobial Use and Stewardship at Acute Care Hospitals in Nova Scotia","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Nova scotia; Antimicrobial stewardship; Nova (rocket); Stewardship (theology); Nursing; Perception; Health care; Medicine; Family medicine; Political science; Psychology; Geography; Antibiotic resistance","score_opus":0.010079904687559421,"score_gpt":0.26045798465778486,"score_spread":0.25037807997022543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969973582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98480755,0.010415436,0.0000012043013,0.0029930996,0.0010999719,0.00039247013,0.00019611527,0.0000034425577,0.000090707224],"genre_scores_gemma":[0.99906975,0.00024604844,0.000038144834,0.00035050462,0.00003445629,2.379112e-7,0.000023775347,0.000017331964,0.00021975154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988704,0.00013628567,0.0004108141,0.00015334254,0.0000480654,0.00038111105],"domain_scores_gemma":[0.99914396,0.00004461992,0.00030788744,0.00017865612,0.0002090807,0.00011579539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015036807,0.00015624569,0.00037856458,0.0001776512,0.00017969227,0.000035305664,0.00027419094,0.00007882736,0.00019982886],"category_scores_gemma":[0.000022768863,0.00011422897,0.00011666659,0.00012459447,0.00035890058,0.0002422323,0.000039207014,0.00039666498,0.00005966901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017819718,0.00003939465,0.9286847,0.00021736693,0.00032224355,0.00007321993,0.036442358,0.000020166777,0.022134556,0.000051429914,0.010849001,0.000987381],"study_design_scores_gemma":[0.007420332,0.001713296,0.92864734,0.0011045492,0.00029089177,0.00054177025,0.024065245,9.871208e-7,0.028743727,0.000015342894,0.006844404,0.00061209983],"about_ca_topic_score_codex":0.03994365,"about_ca_topic_score_gemma":0.13925938,"teacher_disagreement_score":0.09931573,"about_ca_system_score_codex":0.00028340198,"about_ca_system_score_gemma":0.0011508918,"threshold_uncertainty_score":0.96644944},"labels":[],"label_agreement":null},{"id":"W2970855778","doi":"10.4212/cjhp.v72i4.2911","title":"Prendre le taureau par les cornes : pourquoi les pharmaciens doivent être à la tête des initiatives consacrées à la gestion des antibiotiques","year":2019,"lang":"fr","type":"editorial","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.019755655415421836,"score_gpt":0.2739261375758877,"score_spread":0.25417048216046584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970855778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73177236,0.13235086,0.00009593386,0.003389454,0.12525436,0.0006314474,0.0014317341,0.00003891059,0.0050349515],"genre_scores_gemma":[0.9429738,0.029434256,0.0001408346,0.00006794987,0.0237698,0.0000021664632,0.00011432186,0.00009200421,0.0034048755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951748,0.0021077036,0.000994408,0.00045827922,0.00020994926,0.0010548526],"domain_scores_gemma":[0.9947033,0.002297655,0.0012768796,0.00029900868,0.0010260966,0.00039707965],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0013093052,0.00077009376,0.001022745,0.00035543804,0.0021339187,0.00029428152,0.0011594095,0.0009282733,0.00071712415],"category_scores_gemma":[0.0009250968,0.00057553465,0.00058598415,0.00023478028,0.0077292495,0.00066786696,0.00009329926,0.0030706334,0.000103471495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015122131,0.0011767213,0.067216456,0.0021891755,0.007957833,0.003968697,0.030500308,0.00022508965,0.017016524,0.004617855,0.8257448,0.037874296],"study_design_scores_gemma":[0.005902447,0.0015618887,0.019370206,0.0062347366,0.0019942743,0.0020997617,0.0049736705,0.000010491333,0.052696377,0.0017775593,0.901886,0.0014926284],"about_ca_topic_score_codex":0.02930581,"about_ca_topic_score_gemma":0.022524137,"teacher_disagreement_score":0.21120144,"about_ca_system_score_codex":0.00042608203,"about_ca_system_score_gemma":0.0059872083,"threshold_uncertainty_score":0.9996696},"labels":[],"label_agreement":null},{"id":"W2971783535","doi":"10.3389/fmed.2019.00205","title":"Diagnostic Bacteriology in District Hospitals in Sub-Saharan Africa: At the Forefront of the Containment of Antimicrobial Resistance","year":2019,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Bacteriology; Antimicrobial; Containment (computer programming); Antibiotic resistance; Medicine; Microbiology; Biology; Computer science; Antibiotics; Bacteria","score_opus":0.013745543793661299,"score_gpt":0.2488067380398869,"score_spread":0.2350611942462256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971783535","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011257263,0.98322654,0.000027758244,0.00038230512,0.0029896675,0.0016556663,0.00016777933,0.00000392031,0.00028910942],"genre_scores_gemma":[0.012921675,0.9844222,0.000022804117,0.000044947334,0.00003445657,0.00003631992,0.00011775873,0.00002552615,0.00237429],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662983,0.0008753777,0.0014378435,0.00044934303,0.000094424344,0.0005131954],"domain_scores_gemma":[0.99713373,0.0010786736,0.0010044106,0.00073419267,0.000034120316,0.000014867298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009481529,0.00038557826,0.003012314,0.00025465884,0.000045557368,0.0000016137476,0.0008249162,0.0006294079,0.00006407383],"category_scores_gemma":[0.00074066035,0.00019463044,0.0002584012,0.00051629415,0.0011210429,0.000022926459,0.00022091137,0.00076490897,0.000014106323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001422168,0.0009331783,0.18115538,0.049311854,0.0019624173,0.00018306376,0.003123425,0.0000073621836,0.0038310706,0.00014674483,0.66268533,0.095237985],"study_design_scores_gemma":[0.0022504353,0.00014893725,0.023539277,0.03981739,0.00047388862,0.000010633987,0.000182576,1.3158777e-7,0.0003765287,0.00003305788,0.9328946,0.00027256575],"about_ca_topic_score_codex":0.00014322466,"about_ca_topic_score_gemma":0.0008571355,"teacher_disagreement_score":0.27020922,"about_ca_system_score_codex":0.00053564657,"about_ca_system_score_gemma":0.00018208641,"threshold_uncertainty_score":0.7936799},"labels":[],"label_agreement":null},{"id":"W2971930340","doi":"10.1097/pq9.0000000000000206","title":"Impact of Positive Feedback on Antimicrobial Stewardship in a Pediatric Intensive Care Unit: A Quality Improvement Project","year":2019,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Antimicrobial stewardship; Antimicrobial; Medicine; Medical prescription; Meropenem; Intervention (counseling); Health care; Quality management; Excellence; Intensive care medicine; Nursing; Antibiotic resistance; Antibiotics; Service (business); Business","score_opus":0.025886407905560044,"score_gpt":0.3232940983516626,"score_spread":0.2974076904461026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971930340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955007,0.0016039353,0.0000142907165,0.000118432115,0.00033174353,0.00089288154,0.000661597,0.000027038848,0.0008494092],"genre_scores_gemma":[0.99750453,0.0017402833,0.000017607894,0.00019901268,0.00008747857,0.000003816908,0.00016793892,0.000016505286,0.00026280605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972864,0.00069742085,0.0008857245,0.0005529559,0.00009935713,0.00047816],"domain_scores_gemma":[0.99817985,0.0005210563,0.00047003065,0.000369405,0.0004215947,0.000038032056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007857217,0.00031269656,0.0007596321,0.00028605832,0.00010554597,0.000012169904,0.00019361213,0.00037031074,0.00006471551],"category_scores_gemma":[0.00023413466,0.00024594695,0.00025399923,0.0004925329,0.00013397212,0.00009062823,0.0001335708,0.0005028939,0.000074854506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039130766,0.00036112033,0.9806477,0.0010038549,0.00013749991,0.000004841755,0.0060634296,0.000012037488,0.005970379,0.00044004238,0.00021419971,0.0012318528],"study_design_scores_gemma":[0.0038881435,0.0011465312,0.98903024,0.00005349665,0.00009633311,0.0000043795226,0.0040603573,7.962924e-7,0.0013171687,0.0000336781,0.000028997087,0.00033989517],"about_ca_topic_score_codex":0.0027964532,"about_ca_topic_score_gemma":0.00018582102,"teacher_disagreement_score":0.008382558,"about_ca_system_score_codex":0.00012593903,"about_ca_system_score_gemma":0.00038518506,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W2972021057","doi":"10.1111/acem.13853","title":"Hot Off the Press: Please Stop, Prescribing – Antibiotics for Viral Acute Respiratory Infections","year":2019,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Markham Stouffville Hospital; University of Calgary","funders":"","keywords":"Medicine; Psychological intervention; Antimicrobial stewardship; Medical prescription; Emergency department; Intensive care medicine; Overcrowding; Intervention (counseling); Antibiotics; Respiratory infection; Infection control; Medical emergency; Emergency medicine; Antibiotic resistance; Nursing; Internal medicine","score_opus":0.046910410571633296,"score_gpt":0.316730419898363,"score_spread":0.26982000932672967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972021057","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030131932,0.32590723,0.0017986076,0.568862,0.05845445,0.006531519,0.0016758532,0.00056428986,0.00607408],"genre_scores_gemma":[0.019326936,0.09067504,0.00003865061,0.5083278,0.024132643,0.00006933421,0.0031869246,0.0004255571,0.3538171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964152,0.00036983698,0.0013006997,0.00080539496,0.00017337508,0.00093550875],"domain_scores_gemma":[0.99738985,0.00057424395,0.0008102058,0.0009885374,0.00020287136,0.000034279205],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00070966064,0.00061918976,0.0008651215,0.00018637077,0.0005590481,0.0000018609243,0.0010451417,0.002846444,0.0008501624],"category_scores_gemma":[0.00057942525,0.0003936142,0.00032309358,0.00020280477,0.00072668004,0.000115356444,0.00018631574,0.005322225,0.0002665741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007977746,0.000027301676,0.0007877574,0.00037320887,0.0009458506,0.000010588868,0.00042547137,0.0000023778077,0.033305023,0.00015715005,0.9637612,0.00012426842],"study_design_scores_gemma":[0.0011236253,0.0004881148,0.00030426096,0.0005995749,0.001409205,0.000023174776,0.00011130101,0.000004976546,0.004058211,0.00010803419,0.9913068,0.00046272876],"about_ca_topic_score_codex":0.0001305613,"about_ca_topic_score_gemma":0.000010738954,"teacher_disagreement_score":0.34774303,"about_ca_system_score_codex":0.00006453531,"about_ca_system_score_gemma":0.00017524106,"threshold_uncertainty_score":0.9998516},"labels":[],"label_agreement":null},{"id":"W2972030195","doi":"10.1503/cmaj.190948","title":"Health care-associated infections in Canadian hospitals: still a major problem","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Ottawa; St. Michael's Hospital","funders":"","keywords":"Medicine; Health care; MEDLINE; Family medicine; Pediatrics; Intensive care medicine; Medical emergency; Political science","score_opus":0.0033701723741959054,"score_gpt":0.2149779689308431,"score_spread":0.2116077965566472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972030195","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005768987,0.007121568,0.0000035512398,0.97538316,0.0050407113,0.00054502155,0.000792798,0.00003441248,0.00530976],"genre_scores_gemma":[0.07733222,0.00096874824,0.000014650845,0.9031835,0.0019646185,0.000013483163,0.001561152,0.00008437932,0.014877224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99534684,0.000883165,0.0008973675,0.00039896707,0.00039097012,0.0020826706],"domain_scores_gemma":[0.9976664,0.0002889266,0.0007009111,0.00020918222,0.00044750454,0.00068703946],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0015515024,0.00035333657,0.00081741373,0.0010022111,0.0005285908,0.00009901514,0.0004892837,0.0044347304,0.0034590825],"category_scores_gemma":[0.0013390117,0.00034326455,0.00023147311,0.0004517696,0.00008927806,0.0000978219,0.000021236165,0.008080085,0.0015968325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000016725106,0.000016249494,0.049122136,0.00004541987,0.00033619048,0.00062050903,0.0007062045,9.3614506e-7,6.9997327e-7,0.0000173962,0.9478452,0.0012873725],"study_design_scores_gemma":[0.0011160718,0.00012259405,0.011333213,0.0006269981,0.000031864347,0.00026192667,0.00027583522,0.0000011395193,8.144681e-7,0.000026921416,0.9858525,0.00035015307],"about_ca_topic_score_codex":0.86713177,"about_ca_topic_score_gemma":0.9949137,"teacher_disagreement_score":0.12778191,"about_ca_system_score_codex":0.012619673,"about_ca_system_score_gemma":0.03967952,"threshold_uncertainty_score":0.99990195},"labels":[],"label_agreement":null},{"id":"W2972577727","doi":"10.1093/jac/dkz375","title":"Young doctors’ perspectives on antibiotic use and resistance: a multinational and inter-specialty cross-sectional European Society of Clinical Microbiology and Infectious Diseases (ESCMID) survey","year":2019,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; The Quebec Population Health Research Network","funders":"Merck Sharp and Dohme; Javna Agencija za Raziskovalno Dejavnost RS; Univerza v Ljubljani; European Society of Clinical Microbiology and Infectious Diseases","keywords":"Specialty; Medical prescription; Cross-sectional study; Medicine; Family medicine; Antibiotic resistance; Curriculum; Multivariate analysis; Resistance (ecology); Psychology; Antibiotics; Nursing; Internal medicine; Biology; Pathology","score_opus":0.020691624289064854,"score_gpt":0.29970101141592026,"score_spread":0.2790093871268554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972577727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726856,0.0013738276,0.000057742654,0.00013464318,0.0007229047,0.00015343892,0.000167823,0.000012113867,0.000108960536],"genre_scores_gemma":[0.9945666,0.004069648,0.0003011991,0.0002679396,0.00015643041,7.388599e-8,0.00002354413,0.000025141597,0.0005893789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806315,0.00048619593,0.0008106146,0.000376828,0.000046269706,0.00021694774],"domain_scores_gemma":[0.99810785,0.0005703906,0.00073987205,0.00014273108,0.0003898431,0.000049301772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009698079,0.00022588628,0.00061408797,0.00011268574,0.00014938446,0.00007131588,0.00012950225,0.00024382412,0.00006171516],"category_scores_gemma":[0.00018770083,0.00017997451,0.00021890727,0.00009439902,0.0010544342,0.00019763612,0.00006422136,0.00045394112,0.0000049975474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015559451,0.00035123,0.7982894,0.00006741949,0.0003960868,0.0000031155841,0.00055462134,9.304346e-7,0.19686723,0.00011653543,0.0016652624,0.00013219762],"study_design_scores_gemma":[0.0048289467,0.00044195206,0.9857879,0.0001848758,0.00002829871,0.00025858943,0.00014481154,0.0000013007582,0.006557062,0.000011847973,0.0015676012,0.0001867964],"about_ca_topic_score_codex":0.000026046742,"about_ca_topic_score_gemma":0.000056335724,"teacher_disagreement_score":0.19031017,"about_ca_system_score_codex":0.0000334926,"about_ca_system_score_gemma":0.00008414055,"threshold_uncertainty_score":0.73391473},"labels":[],"label_agreement":null},{"id":"W2974141620","doi":"10.5578/ced.201851","title":"Kritik Hastalarda Βeta-laktam Antibiyotiklerin Serbest Düzeyinin Terapötik Monitörizasyonu","year":2018,"lang":"tr","type":"article","venue":"Çocuk Enfeksiyon Dergisi/Journal of Pediatric Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Philosophy","score_opus":0.014195381627881826,"score_gpt":0.26390775667546224,"score_spread":0.2497123750475804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974141620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569628,0.016795201,0.0035169905,0.0005746087,0.015025515,0.00048862485,0.00007153431,0.00012558281,0.006439106],"genre_scores_gemma":[0.9582842,0.027892154,0.0004362863,0.00027804027,0.008167955,0.000002911414,0.000032073352,0.00012277186,0.0047836266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942742,0.00069024594,0.0024126845,0.00084785896,0.0004263285,0.0013486651],"domain_scores_gemma":[0.9946425,0.000299485,0.002587261,0.00065140816,0.0015449731,0.00027439807],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015912725,0.00094189454,0.001439174,0.001385844,0.0010323955,0.00024580825,0.00068082375,0.0015015911,0.0028303477],"category_scores_gemma":[0.00036836546,0.0008634891,0.00091687054,0.0014138445,0.0007848087,0.0010142056,0.0002827012,0.0021259487,0.0026432758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004657982,0.0053686798,0.7260728,0.0019109331,0.005093708,0.0013152566,0.003394876,0.00017290351,0.08287914,0.00277221,0.14980532,0.016556187],"study_design_scores_gemma":[0.02220524,0.019323893,0.4708468,0.0018271322,0.008472317,0.0123900715,0.001506287,0.00013294903,0.1237992,0.001569584,0.33312622,0.004800322],"about_ca_topic_score_codex":0.00028947543,"about_ca_topic_score_gemma":0.00014963935,"teacher_disagreement_score":0.25522602,"about_ca_system_score_codex":0.00028383904,"about_ca_system_score_gemma":0.0006916122,"threshold_uncertainty_score":0.99979466},"labels":[],"label_agreement":null},{"id":"W2974561307","doi":"10.1136/bmjgh-2019-001807","title":"A framework for improved one health governance and policy making for antimicrobial use","year":2019,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"Economic and Social Research Council","keywords":"Corporate governance; Unintended consequences; Public health; Psychological intervention; Greenhouse gas; Antibiotic resistance; Public economics; Business; Environmental economics; Environmental resource management; Economics; Medicine; Political science; Ecology","score_opus":0.08277975422549007,"score_gpt":0.4499627824971137,"score_spread":0.36718302827162363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974561307","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000041851154,0.964131,0.01402887,0.004251871,0.001443083,0.00753005,0.008519747,0.00006627599,0.00002494286],"genre_scores_gemma":[0.000049355716,0.97771305,0.0154103795,0.004750586,0.00045951462,0.0000828732,0.0005637255,0.00006449466,0.00090599415],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656516,0.00025159595,0.0010899687,0.00083817926,0.00003822374,0.001216878],"domain_scores_gemma":[0.99713796,0.000488691,0.0016468136,0.00056488806,0.00007619144,0.00008542666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005662084,0.00053059845,0.002805102,0.000060956172,0.0004431903,0.000050485713,0.0003317826,0.00092960993,0.0000061673495],"category_scores_gemma":[0.00035181627,0.00045692688,0.0004814484,0.00024914384,0.00015731246,0.00007301621,0.00013726947,0.0004386199,0.00004367663],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022508793,0.00012101994,0.000005039459,0.05744548,0.00033628245,4.4092806e-7,0.00003799113,8.1084245e-8,0.0000013466238,0.082638025,0.027245773,0.83194345],"study_design_scores_gemma":[0.0009043715,0.000528929,0.000063438165,0.033679705,0.00015282171,0.0000956504,0.000009205445,0.0000016192831,6.6663154e-7,0.0005944105,0.9635804,0.00038876812],"about_ca_topic_score_codex":0.0008446959,"about_ca_topic_score_gemma":0.0002823382,"teacher_disagreement_score":0.9363346,"about_ca_system_score_codex":0.0008647969,"about_ca_system_score_gemma":0.0047740163,"threshold_uncertainty_score":0.9997882},"labels":[],"label_agreement":null},{"id":"W2975163312","doi":"10.1371/journal.pone.0223097","title":"Validating a popular outpatient antibiotic database to reliably identify high prescribing physicians for patients 65 years of age and older","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; Public Health Ontario; University of Toronto","funders":"Public Health Ontario; Ontario Ministry of Health and Long-Term Care","keywords":"Percentile; Medicine; Quartile; Medical prescription; Cohen's kappa; Population; Percentile rank; Database; Family medicine; Pediatrics; Internal medicine; Statistics; Confidence interval; Environmental health","score_opus":0.021181726668110856,"score_gpt":0.23150574356496054,"score_spread":0.21032401689684968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975163312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983041,0.00023701493,0.00008828261,0.000038366048,0.00020067743,0.00086111255,0.00020772357,0.000022978787,0.00003972551],"genre_scores_gemma":[0.99649924,0.0000266352,0.0018941357,0.00012812324,0.000016829721,0.0000036204663,0.00028500144,0.000022786959,0.0011236158],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906474,0.000046011573,0.0002580775,0.0003091183,0.00006734766,0.00025467572],"domain_scores_gemma":[0.99939644,0.000061002655,0.00014147542,0.00030112482,0.000080531485,0.000019410785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009830784,0.00011409325,0.00032119235,0.00006791755,0.000062240084,0.000011881004,0.00012774579,0.00009714934,0.000021043861],"category_scores_gemma":[0.00011683748,0.00011472563,0.000043239368,0.000081331484,0.000048352205,0.00008681206,0.00011616379,0.000103282655,0.000078456156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012881997,0.0016468611,0.052227017,0.0006850121,0.00031939303,0.00000286114,0.001033175,0.0000023992736,0.9425365,0.00017448538,0.00050729816,0.00073623005],"study_design_scores_gemma":[0.004174612,0.001399692,0.2914483,0.0048200632,0.0005228609,6.8171244e-7,0.0005203251,0.000019032585,0.6960993,0.00005929446,0.00042004237,0.00051581825],"about_ca_topic_score_codex":0.00011933368,"about_ca_topic_score_gemma":0.0000113031265,"teacher_disagreement_score":0.24643718,"about_ca_system_score_codex":0.000016018335,"about_ca_system_score_gemma":0.000009846816,"threshold_uncertainty_score":0.46783754},"labels":[],"label_agreement":null},{"id":"W2977250307","doi":"","title":"Antibiotic stewardship in a remote health region: signs of success.","year":2017,"lang":"fr","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Stewardship (theology); Antibiotic Stewardship; Antibiotics; Business; Antimicrobial stewardship; Environmental resource management; Environmental planning; Geography; Political science; Environmental science; Antibiotic resistance; Microbiology; Biology","score_opus":0.044120600033034654,"score_gpt":0.2707376311326154,"score_spread":0.22661703109958076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977250307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6727523,0.22537248,0.00044286594,0.068060346,0.0086400695,0.0023141168,0.00009359724,0.000055556862,0.022268638],"genre_scores_gemma":[0.9554953,0.007618839,0.00006616755,0.00029289065,0.00011962442,0.0000039437987,0.000009525456,0.00002282552,0.036370866],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99746853,0.00042241678,0.0006194585,0.00044381456,0.000060872782,0.0009848976],"domain_scores_gemma":[0.99795467,0.000107317064,0.00079782936,0.0009897844,0.00006287155,0.00008752024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089605857,0.00023695517,0.0007237532,0.00013679669,0.00036341746,0.000037952683,0.0006762916,0.000495925,0.00004559018],"category_scores_gemma":[0.00031160994,0.00022800348,0.00015110587,0.0001209916,0.0012712276,0.00018010032,0.00017686228,0.00046461893,0.00006757926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075854413,0.0009394763,0.19202831,0.0033105025,0.00049492763,0.0003648436,0.0012969221,0.0000064196224,0.00079846935,0.009344111,0.0153236715,0.7753338],"study_design_scores_gemma":[0.0020820128,0.00018553813,0.96421075,0.0011397902,0.00005187892,0.00009717762,0.00020625422,0.000004513593,0.0056636496,0.0005192629,0.025536329,0.00030282553],"about_ca_topic_score_codex":0.005648228,"about_ca_topic_score_gemma":0.0024280527,"teacher_disagreement_score":0.775031,"about_ca_system_score_codex":0.000119275486,"about_ca_system_score_gemma":0.00021524439,"threshold_uncertainty_score":0.9297712},"labels":[],"label_agreement":null},{"id":"W2978044835","doi":"10.1016/s1473-3099(19)30415-3","title":"A governance framework for development and assessment of national action plans on antimicrobial resistance","year":2019,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":123,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Pan American Health Organization; Bundesministerium für Ernährung und Landwirtschaft; Ministry of Health of the People's Republic of China; Universidad de Buenos Aires; Zhejiang University; Universiteit Gent; Fudan University; Bundesministerium für Gesundheit; Public Health Agency; European Centre for Disease Prevention and Control; Public Health Agency of Canada; Department of Health and Social Care; Sveriges Lantbruksuniversitet; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; World Health Organization; European Commission; London School of Economics and Political Science; University of Lagos; U.S. Department of Health and Human Services; Pew Charitable Trusts; Folkhälsomyndigheten; University of Michigan","keywords":"Corporate governance; Context (archaeology); Government (linguistics); Action (physics); Political science; Process (computing); Commission; Process management; Adaptation (eye); Business; Public administration; Environmental resource management; Economics; Computer science; Geography","score_opus":0.0641286641101526,"score_gpt":0.36374203513211095,"score_spread":0.29961337102195834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978044835","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047367762,0.99368054,0.00074062956,0.000080251826,0.00088549335,0.00096262083,0.0017390187,0.000059308593,0.0013784723],"genre_scores_gemma":[0.0051843897,0.9922867,0.00025690696,0.00016371708,0.00021019034,0.00007554574,0.00028167924,0.000028808154,0.0015120627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988591,0.00014240907,0.00035541874,0.0003253718,0.00007333501,0.0002443542],"domain_scores_gemma":[0.9982022,0.00089228986,0.0005507626,0.00027313986,0.00006872974,0.000012852007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017440235,0.000268343,0.0010332884,0.000048181977,0.00022199501,0.000025262147,0.0002189263,0.0002732343,0.000016681255],"category_scores_gemma":[0.00012028087,0.00017302601,0.00019238048,0.000101928716,0.00015517966,0.000044355973,0.000049620023,0.00034822754,0.000026587191],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081411365,0.0013647128,0.0019297547,0.111134395,0.004819656,0.0000048651928,0.00024071075,0.000018775718,0.000070850365,0.35573697,0.05616128,0.4677039],"study_design_scores_gemma":[0.0005093189,0.000061551385,0.0015304273,0.010692594,0.00036330527,0.0000091276925,0.0000062104386,2.3381293e-7,0.000043911947,0.00052902015,0.986029,0.00022529151],"about_ca_topic_score_codex":0.0000036402628,"about_ca_topic_score_gemma":0.000042917454,"teacher_disagreement_score":0.92986774,"about_ca_system_score_codex":0.00013647808,"about_ca_system_score_gemma":0.00051234313,"threshold_uncertainty_score":0.70557964},"labels":[],"label_agreement":null},{"id":"W2980600751","doi":"10.1093/cid/ciz1040","title":"Charting the Path Forward: Development, Goals and Initiatives of the 2019 Infectious Diseases Society of America Strategic Plan","year":2019,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"Infectious Diseases Society of America","keywords":"Strategic planning; Business; Plan (archaeology); Process management; Workforce; Process (computing); Benchmarking; Health care; Public relations; Knowledge management; Political science; Marketing; Computer science; Geography","score_opus":0.05900419622227767,"score_gpt":0.35217140076461034,"score_spread":0.2931672045423327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980600751","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011158663,0.9857796,0.000024606477,0.000020988497,0.0007480882,0.0009037669,0.0008032009,0.000055341432,0.0005057629],"genre_scores_gemma":[0.09253769,0.9067005,0.0000028368913,0.00017131385,0.00008787309,0.0000237179,0.00018418701,0.000034192733,0.0002576704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679834,0.0009356035,0.0013630254,0.00048205812,0.00008072717,0.00034024008],"domain_scores_gemma":[0.99474144,0.002736009,0.001810216,0.0005461785,0.00011014982,0.00005598318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026788135,0.00042673948,0.0019423526,0.000047435336,0.0003364051,0.000022803963,0.00038449475,0.00044704706,0.00007696691],"category_scores_gemma":[0.00039734135,0.0002182525,0.0012266563,0.0002668034,0.001673524,0.000069133785,0.00032642472,0.0006010822,0.000059233742],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008975676,0.003267912,0.4255839,0.03950262,0.011415463,0.0000048975985,0.0007187349,0.000005720401,0.000026001224,0.0011222503,0.0105073685,0.5077554],"study_design_scores_gemma":[0.0032267696,0.0012055727,0.12965085,0.025559098,0.011736106,0.000048405418,0.0010411086,0.0000055868663,0.00003937304,0.0010009734,0.8248306,0.0016555901],"about_ca_topic_score_codex":0.000025564257,"about_ca_topic_score_gemma":0.000007177858,"teacher_disagreement_score":0.8143232,"about_ca_system_score_codex":0.000030086301,"about_ca_system_score_gemma":0.00076253136,"threshold_uncertainty_score":0.8900079},"labels":[],"label_agreement":null},{"id":"W2981321538","doi":"10.1093/ofid/ofz360.981","title":"1117. A Retrospective Analysis of Paediatric Prescribing in British Columbia from 2013 to 2016","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Medical prescription; Antimicrobial stewardship; Antibiotics; Pediatrics; Nitrofurantoin; Fosfomycin; Cohort; Population; Respiratory tract infections; Retrospective cohort study; Demography; Internal medicine; Environmental health; Antibiotic resistance","score_opus":0.0038768811002399765,"score_gpt":0.21319954910323088,"score_spread":0.2093226680029909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981321538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925064,0.0025930367,0.000026191698,0.00005469872,0.00030732568,0.0006862503,0.00081544835,0.00003176268,0.0029788718],"genre_scores_gemma":[0.9943074,0.00024091252,0.000012141735,0.00017293399,0.000010887349,0.00002057566,0.00021303499,0.000014902452,0.005007207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987687,0.000110693494,0.00031134897,0.0004365185,0.000047217047,0.00032555556],"domain_scores_gemma":[0.99928373,0.000097575845,0.00015054728,0.00034569818,0.00007960963,0.000042848],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000086227665,0.00010787742,0.00057251466,0.00017700654,0.00010872249,0.00013269734,0.00033105988,0.00012972002,0.003899429],"category_scores_gemma":[0.00008234178,0.00014325943,0.00017978,0.0008962663,0.000063455824,0.00019498305,0.00030677757,0.00011887032,0.0003830903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043429285,0.0003128475,0.968573,0.0000102301765,0.00085623044,0.000006180853,0.000066799155,0.000057511952,0.0012942988,0.000026293876,0.028004969,0.00074825494],"study_design_scores_gemma":[0.001075339,0.00016919505,0.99578243,0.000100423764,0.0005219781,0.0000014602304,0.00027908312,0.00000971635,0.00013095555,0.00033204816,0.0013995077,0.00019786658],"about_ca_topic_score_codex":0.22585624,"about_ca_topic_score_gemma":0.36497834,"teacher_disagreement_score":0.13912211,"about_ca_system_score_codex":0.00008399696,"about_ca_system_score_gemma":0.00008608923,"threshold_uncertainty_score":0.9970111},"labels":[],"label_agreement":null},{"id":"W2981331525","doi":"10.1093/ofid/ofz360.1668","title":"1988. Impact of a Novel Pharmacist Practice Model on Antimicrobial Usage and Hospital-acquired Clostridium difficile (HACDI) Rates","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York Central Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Pharmacist; Ceftriaxone; Antimicrobial; Clostridium difficile; Staffing; Audit; Intensive care unit; Health care; Clinical pharmacy; Family medicine; Emergency medicine; Antibiotics; Intensive care medicine; Nursing; Antibiotic resistance; Pharmacy; Microbiology","score_opus":0.011991889658325788,"score_gpt":0.3015373707019157,"score_spread":0.2895454810435899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981331525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893758,0.0007774481,0.00010799584,0.00023950539,0.00044012434,0.0008988469,0.00079328724,0.000052736377,0.00731423],"genre_scores_gemma":[0.9974848,0.00029718468,0.000036087007,0.00036870953,0.000016135093,0.000009876134,0.00013819787,0.00003190736,0.001617074],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987382,0.00008335187,0.00029523275,0.0004268528,0.000049621038,0.00040671762],"domain_scores_gemma":[0.9989886,0.00020580216,0.00029701943,0.00034505688,0.00010483653,0.000058646692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010038336,0.00028005688,0.00045421618,0.00008584777,0.00024119821,0.00008652007,0.00029090318,0.00014689357,0.0002886409],"category_scores_gemma":[0.00011776277,0.00022159198,0.00018049315,0.0001397436,0.00024243993,0.0004255889,0.00027802947,0.00013507127,0.00020093002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004543606,0.009470084,0.15525098,0.00022785911,0.0017267454,0.000020175205,0.0004248217,0.0018162351,0.7736087,0.0019823888,0.04998123,0.00094719563],"study_design_scores_gemma":[0.08420137,0.018781563,0.10016565,0.0022256845,0.0030960941,0.0007055657,0.0022979113,0.0073858495,0.75569206,0.0007448925,0.018910628,0.005792734],"about_ca_topic_score_codex":0.00047918363,"about_ca_topic_score_gemma":0.00001582274,"teacher_disagreement_score":0.07965777,"about_ca_system_score_codex":0.00006115067,"about_ca_system_score_gemma":0.00019047473,"threshold_uncertainty_score":0.9036259},"labels":[],"label_agreement":null},{"id":"W2981437965","doi":"10.1093/ofid/ofz360.1726","title":"2046. A Qualitative Study on Perceived Barriers and Facilitators of Implementing an Antimicrobial Stewardship Intervention in the Management of Urinary Tract Infections in a Long-Term Care Setting","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Toronto; Kensington Health; St Joseph's Health Centre","funders":"","keywords":"Facilitator; Antimicrobial stewardship; Medicine; Psychological intervention; Focus group; Nursing; Qualitative research; Intervention (counseling); Long-term care; Health care; Family medicine; Antibiotic resistance; Psychology; Antibiotics","score_opus":0.010723263694095552,"score_gpt":0.3282813488336994,"score_spread":0.3175580851396039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981437965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99725896,0.00028270498,0.0000056444524,0.000019632336,0.00008574906,0.0016305741,0.00013188476,0.00001043943,0.0005744294],"genre_scores_gemma":[0.9997735,0.000024772158,0.0000029013024,0.000020583751,0.0000020349028,0.000036853915,0.00008198493,0.000009507985,0.00004783034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982219,0.0007964097,0.00040002514,0.00028839704,0.00004810592,0.00024516156],"domain_scores_gemma":[0.99940884,0.00011547589,0.00019363455,0.00022507472,0.000038169735,0.000018775778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045803897,0.00014887832,0.0002823131,0.00017885139,0.00014822208,0.00002890517,0.00020529285,0.000056700985,0.00008920931],"category_scores_gemma":[0.000020881062,0.00011823077,0.00008486966,0.00017945297,0.0001038734,0.00021851315,0.00017304813,0.00014780072,0.000005209361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002356557,0.002750451,0.9418089,0.00036886722,0.0001951516,0.000013396003,0.052892815,0.000015130629,0.0006207866,0.00012703263,0.000011073144,0.00096074055],"study_design_scores_gemma":[0.0023878978,0.0020153883,0.69354826,0.0004471233,0.00006543927,0.000006543923,0.3012939,6.656736e-7,0.0001164234,0.000021152471,0.000004131859,0.00009303608],"about_ca_topic_score_codex":0.0010296399,"about_ca_topic_score_gemma":0.0014063066,"teacher_disagreement_score":0.2484011,"about_ca_system_score_codex":0.000051180967,"about_ca_system_score_gemma":0.000030634445,"threshold_uncertainty_score":0.48213106},"labels":[],"label_agreement":null},{"id":"W2981487348","doi":"","title":"Canadian physicians' knowledge and counseling practices related to antibiotic use and antimicrobial resistance: Two-cycle national survey.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Treasury Board of Canada Secretariat; Public Health Agency of Canada","funders":"","keywords":"Medicine; Antibiotics; Family medicine; Antibiotic resistance; Odds ratio; Odds; Hygiene; Cross-sectional study; Infection control; Environmental health; Internal medicine; Intensive care medicine; Logistic regression","score_opus":0.027281761807327307,"score_gpt":0.2734915743233487,"score_spread":0.2462098125160214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981487348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920233,0.0021901368,0.0000036010765,0.0013953459,0.00064309966,0.0004223845,0.0001648523,0.000028083112,0.0031292094],"genre_scores_gemma":[0.9904768,0.00036531966,0.000052628773,0.00029333972,0.00003654965,0.000007657085,0.000049645325,0.000018396628,0.008699658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986971,0.00017128883,0.0002051912,0.00040525346,0.000040844447,0.00048030604],"domain_scores_gemma":[0.9989041,0.00025048095,0.00028469355,0.0002727229,0.00019653524,0.00009147012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079545163,0.00016047109,0.00023704309,0.000116895026,0.0010110277,0.00023785736,0.0002077376,0.000173396,0.000007895739],"category_scores_gemma":[0.0011407607,0.00015583738,0.000026494119,0.00008510542,0.00028867388,0.0004007617,0.000070348455,0.0002124387,0.000052436946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087574514,0.000362771,0.8721551,0.0002955225,0.0010463401,0.00007288944,0.0029287892,0.00001049126,0.028165294,0.0035506901,0.067302294,0.023234118],"study_design_scores_gemma":[0.0008459386,0.000008896771,0.9804591,0.0000840739,0.00003660637,0.00001745016,0.00004188988,0.0000041472413,0.002277632,0.00006289744,0.015933398,0.00022797128],"about_ca_topic_score_codex":0.027939362,"about_ca_topic_score_gemma":0.35535187,"teacher_disagreement_score":0.32741252,"about_ca_system_score_codex":0.000074207936,"about_ca_system_score_gemma":0.00014106218,"threshold_uncertainty_score":0.9785337},"labels":[],"label_agreement":null},{"id":"W2981650977","doi":"10.1093/ofid/ofz360.570","title":"501. Risk of Infection in Persons Colonized with Carbapenemase-Producing Enterobacteriales (CPE) in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trillium Health Centre; William Osler Health System; Brampton Civic Hospital; St. Michael's Hospital; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; North York General Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Colonization; Bacteremia; Infection control; Pneumonia; Internal medicine; Population; Emergency medicine; Pediatrics; Intensive care medicine; Microbiology; Antibiotics; Biology; Environmental health","score_opus":0.004538419541079217,"score_gpt":0.19599147179306456,"score_spread":0.19145305225198533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981650977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956342,0.00022995753,0.0000020931195,0.00004570721,0.00050265895,0.00068802584,0.00006989505,0.00001537095,0.002812096],"genre_scores_gemma":[0.99794126,0.000046975416,0.0000059092636,0.00006308399,0.000004688248,0.000020180434,0.000090141206,0.000014827697,0.0018129566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988902,0.00017307258,0.00026060842,0.00032958185,0.000039560342,0.00030695408],"domain_scores_gemma":[0.99939746,0.000077304096,0.00019562527,0.00026842888,0.00003685938,0.000024336621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010708389,0.00016458194,0.00040129927,0.00010488738,0.000093617666,0.000024693805,0.0001433304,0.00009233719,0.00086507376],"category_scores_gemma":[0.00004317512,0.00013677412,0.00004776836,0.00016497025,0.0000768879,0.0001624977,0.00010344054,0.00021153665,0.00002075339],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000579428,0.0002671477,0.99531347,0.00004157838,0.00012389496,0.000010546654,0.00026331694,0.00015295217,0.0024384735,0.00004745358,0.00069307146,0.0000686733],"study_design_scores_gemma":[0.003091418,0.00028373065,0.9916249,0.00027340095,0.000062007515,0.000012718823,0.00024496362,0.0000015554289,0.0026707444,0.000028085862,0.001524493,0.0001819941],"about_ca_topic_score_codex":0.9929797,"about_ca_topic_score_gemma":0.9995891,"teacher_disagreement_score":0.0066093714,"about_ca_system_score_codex":0.0004134427,"about_ca_system_score_gemma":0.0010239444,"threshold_uncertainty_score":0.9471951},"labels":[],"label_agreement":null},{"id":"W2981672451","doi":"10.1017/ice.2019.189","title":"High versus low intensity: What is the optimal approach to prospective audit and feedback in an antimicrobial stewardship program?","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario; St Joseph's Health Centre","funders":"","keywords":"Antimicrobial stewardship; Medicine; Intensity (physics); Antimicrobial; Antibiotics; Psychological intervention; Internal medicine; Confidence interval; Intensive care medicine; Nursing; Antibiotic resistance","score_opus":0.01131491311099557,"score_gpt":0.25557567443370005,"score_spread":0.24426076132270447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981672451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99047965,0.0014075555,0.0003636983,0.004234675,0.0018997181,0.0014093611,0.000013768248,0.000066115594,0.00012548173],"genre_scores_gemma":[0.99686635,0.0005421928,0.00026534934,0.0019640992,0.00010166505,0.00005010763,0.000023678309,0.000015139306,0.00017142383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980837,0.00040836108,0.00037004825,0.0006346407,0.000023416698,0.00047981314],"domain_scores_gemma":[0.9989935,0.00044303216,0.00015405421,0.0002517382,0.00010467907,0.00005300461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067542144,0.00024690983,0.0006894069,0.00009519368,0.00017453836,0.000047486403,0.00011204422,0.00039509998,0.000024949819],"category_scores_gemma":[0.00018543423,0.00016867428,0.00007989668,0.00013279312,0.00045542102,0.0002961481,0.00009022007,0.00046187243,0.00010126619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071633616,0.0014440119,0.9246526,0.00016081837,0.0008160454,0.0000066897696,0.003079476,0.00047734473,0.0069653415,0.007333855,0.0024743972,0.045426108],"study_design_scores_gemma":[0.007207758,0.004011398,0.98365885,0.0001111906,0.00008148176,0.000054006436,0.00086172594,0.00034609117,0.0005020086,0.00033056492,0.0024272986,0.00040764597],"about_ca_topic_score_codex":0.0007244145,"about_ca_topic_score_gemma":0.00014912324,"teacher_disagreement_score":0.059006277,"about_ca_system_score_codex":0.000043710163,"about_ca_system_score_gemma":0.000030962783,"threshold_uncertainty_score":0.6878337},"labels":[],"label_agreement":null},{"id":"W2981736497","doi":"10.1093/ofid/ofz360.1469","title":"1605. Temperature Modulates the Rate of Increase of Antibiotic Resistance Across Europe","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antibiotic resistance; Antibiotics; Medicine; Resistance (ecology); Population; Transmission (telecommunications); Demography; Environmental health; Biology; Microbiology; Ecology","score_opus":0.0044230094274311385,"score_gpt":0.23737815770340606,"score_spread":0.2329551482759749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981736497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98492396,0.004765947,0.0000027975354,0.00024402243,0.00038285236,0.0005941123,0.000334765,0.000031641346,0.008719908],"genre_scores_gemma":[0.98701185,0.00027884668,0.0000046449077,0.00028055985,0.000010272435,0.0000028575275,0.00006555478,0.00002362531,0.012321816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987038,0.0002651939,0.00034027212,0.00030647896,0.000040716826,0.00034353262],"domain_scores_gemma":[0.998664,0.00019607856,0.00030252474,0.0006274045,0.00018105784,0.000028889131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139171,0.00019450167,0.0004332982,0.000035732406,0.0002604037,0.00004599736,0.0005971781,0.0001324069,0.0003060323],"category_scores_gemma":[0.00014822876,0.00012422343,0.00013054829,0.0003059867,0.00042204538,0.00017795841,0.00035197727,0.00017334257,0.00020837245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097194366,0.0007182469,0.7303926,0.00038689977,0.00054594653,0.000009863794,0.0002760933,0.00007208674,0.24215256,0.009928588,0.0142914895,0.00025370656],"study_design_scores_gemma":[0.003956426,0.0005293899,0.7538689,0.0009162493,0.00024978115,0.000027682676,0.001279988,0.0000051339402,0.21803187,0.0012720596,0.019300302,0.00056226185],"about_ca_topic_score_codex":0.00039967368,"about_ca_topic_score_gemma":0.0002842491,"teacher_disagreement_score":0.024120688,"about_ca_system_score_codex":0.000013418866,"about_ca_system_score_gemma":0.00010385804,"threshold_uncertainty_score":0.50656843},"labels":[],"label_agreement":null},{"id":"W2981737285","doi":"10.1007/s11096-019-00924-1","title":"Evaluation of a pharmacist-led antimicrobial stewardship service in a pediatric emergency department","year":2019,"lang":"en","type":"article","venue":"International Journal of Clinical Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Antimicrobial stewardship; Emergency department; Pharmacist; Pharmacy; Emergency medicine; Medical record; Clinical pharmacy; Medical emergency; Family medicine; Nursing; Antibiotics; Internal medicine; Antibiotic resistance","score_opus":0.08818986403921979,"score_gpt":0.4456126815310404,"score_spread":0.3574228174918206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981737285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987492,0.0014028955,0.000030501842,0.00096144783,0.0090836,0.00021200124,0.000023195607,0.000004733666,0.0007895708],"genre_scores_gemma":[0.99694854,0.0021067339,0.000056665907,0.0003184958,0.0003913311,0.0000010527613,0.000015528514,0.000009217858,0.00015243133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969296,0.00063709944,0.0017458044,0.00016817631,0.000362613,0.00015674112],"domain_scores_gemma":[0.99678487,0.00023842626,0.0011664905,0.00009750635,0.001683913,0.000028781733],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038095973,0.00011797876,0.00040771818,0.00020603351,0.000014293653,0.000005886539,0.0005077153,0.00008907999,0.002052608],"category_scores_gemma":[0.00039336996,0.00009733736,0.0002682189,0.00016272119,0.000034108267,0.00017566913,0.00006983879,0.0004237531,0.00027952698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004265689,0.0024680267,0.9013829,0.00009032913,0.0013751948,0.00004308193,0.00027205743,0.0005136483,0.06797327,0.000059116006,0.007441239,0.014115397],"study_design_scores_gemma":[0.09369024,0.0007750841,0.7453344,0.0004974489,0.0024079604,0.00038248557,0.00017426784,0.0017787686,0.11282103,0.0010039392,0.040377043,0.00075734634],"about_ca_topic_score_codex":0.000022104758,"about_ca_topic_score_gemma":0.000020187486,"teacher_disagreement_score":0.15604857,"about_ca_system_score_codex":0.00005758345,"about_ca_system_score_gemma":0.00046140066,"threshold_uncertainty_score":0.99885964},"labels":[],"label_agreement":null},{"id":"W2981826537","doi":"10.1093/ofid/ofz360.1752","title":"2072. Do ID and Non-ID Clinicians Agree on IV to PO Switch Criteria? Results from Phase I of the INForming IV to ORal MEdication Report (INFORMER) Project","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Centre; St. Michael's Hospital; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Azithromycin; Antimicrobial stewardship; Metronidazole; Internal medicine; Antibiotics","score_opus":0.015884502100486125,"score_gpt":0.3253319926637497,"score_spread":0.30944749056326354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981826537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97986037,0.0001266709,0.000050798073,0.00093277416,0.0010105188,0.0017712164,0.00080254785,0.000033672623,0.015411414],"genre_scores_gemma":[0.9957556,0.000049221537,0.000030509793,0.0014812769,0.000034538185,0.000027935563,0.00039688847,0.000016918753,0.0022071004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847305,0.000064498,0.00064112287,0.00040451201,0.000090380345,0.00032641378],"domain_scores_gemma":[0.99860144,0.00016204642,0.00038471387,0.00069251214,0.00009338812,0.000065907734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029791787,0.00020364753,0.00039309583,0.00010659612,0.00025919965,0.000069282534,0.00040463824,0.00016406263,0.00018280059],"category_scores_gemma":[0.00046813206,0.00013780159,0.00008655681,0.00021146871,0.00010860687,0.00024967355,0.00038712675,0.0001559034,0.00025885573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016035784,0.0031888606,0.5082524,0.00027647868,0.001388891,0.0000724351,0.0069120675,0.00004009337,0.05807464,0.0007374441,0.30266166,0.10235924],"study_design_scores_gemma":[0.025722288,0.007548035,0.4795753,0.0027711838,0.0007085212,0.0002000457,0.006863749,0.000036486657,0.038383484,0.0007240346,0.43583313,0.0016337481],"about_ca_topic_score_codex":0.002928996,"about_ca_topic_score_gemma":0.0008716424,"teacher_disagreement_score":0.13317147,"about_ca_system_score_codex":0.000041052248,"about_ca_system_score_gemma":0.00025295315,"threshold_uncertainty_score":0.5619386},"labels":[],"label_agreement":null},{"id":"W2981905454","doi":"10.1093/ofid/ofz360.982","title":"1118. Trends of Paediatric Prescribing for Common Infections in British Columbia","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Medical prescription; Respiratory tract infections; Antibiotics; Antimicrobial stewardship; Pediatrics; Otitis; Urinary system; Etiology; Intensive care medicine; Internal medicine; Antibiotic resistance; Respiratory system; Surgery","score_opus":0.00649829829668006,"score_gpt":0.23762415713001286,"score_spread":0.2311258588333328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981905454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865389,0.0019162184,0.000029057568,0.000044322067,0.0006260673,0.0007284915,0.00034717977,0.000048600214,0.00972115],"genre_scores_gemma":[0.9915967,0.00011661976,0.000008125536,0.00008697638,0.000012897513,0.000056954806,0.00018121157,0.000019357642,0.007921152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990089,0.00007742191,0.0003035771,0.0002669375,0.000026043832,0.0003171193],"domain_scores_gemma":[0.9993866,0.00015848808,0.00014528126,0.00023291128,0.000051342744,0.000025363444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009309541,0.00009535992,0.00035756023,0.00010625447,0.00019467487,0.00011061603,0.00023115863,0.00013489048,0.0009518049],"category_scores_gemma":[0.00005447608,0.00013384623,0.000142366,0.00032775072,0.00008651891,0.00021188424,0.00016463384,0.00011213417,0.000052880245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038010312,0.0006750448,0.972347,0.000072074254,0.0000835557,0.0000017971415,0.000024628254,0.000025899972,0.00064317486,0.00022098454,0.017368577,0.008499227],"study_design_scores_gemma":[0.0060124653,0.0009882076,0.967407,0.00028140162,0.00016975254,0.00005410498,0.0004037195,0.000017601964,0.0004403601,0.0017117901,0.022100769,0.00041286813],"about_ca_topic_score_codex":0.026337609,"about_ca_topic_score_gemma":0.15899673,"teacher_disagreement_score":0.13265912,"about_ca_system_score_codex":0.000040880877,"about_ca_system_score_gemma":0.00007502681,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W2981982316","doi":"10.1093/ofid/ofz360.910","title":"1046. Evaluating the outcomes of embedding Antimicrobial Stewardship order sets in the General Medicine Admission Electronic Order Set: A Retrospective Study","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine; Antimicrobial stewardship; Context (archaeology); Community-acquired pneumonia; Azithromycin; Ciprofloxacin; Moxifloxacin; Pneumonia; Internal medicine; Antibiotics; Intensive care medicine; Antibiotic resistance","score_opus":0.017050250619753765,"score_gpt":0.34893208741997095,"score_spread":0.3318818368002172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981982316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935734,0.00078356866,0.0000149475745,0.001008412,0.0004042823,0.0019935062,0.000026026391,0.0000264289,0.0021694156],"genre_scores_gemma":[0.9976545,0.000044686265,0.0000063254347,0.0007078448,0.000021669173,0.00003253461,0.000042858865,0.000023164266,0.0014664229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778765,0.0007683388,0.0004108318,0.00039734348,0.00013013453,0.00050568517],"domain_scores_gemma":[0.9987653,0.00025952034,0.00027138973,0.00052140496,0.0001619057,0.000020505457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085245154,0.00024694586,0.00052404916,0.00009115397,0.00040256119,0.0000447221,0.0006492455,0.000109473665,0.00068980636],"category_scores_gemma":[0.00043140267,0.00012408207,0.00008903539,0.0004975304,0.00018002579,0.00014769686,0.0002823795,0.00037298203,0.00006557768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032696186,0.00069436524,0.9878634,0.000022445261,0.0004095148,0.0000035209587,0.0021239787,0.0001328492,0.005287391,0.00085247745,0.0018685731,0.00041450624],"study_design_scores_gemma":[0.0067322804,0.0031959978,0.9771458,0.00019401846,0.00038122872,0.000034749406,0.0098762335,0.000108707325,0.00052713574,0.0010195198,0.00044971396,0.0003346197],"about_ca_topic_score_codex":0.0014791756,"about_ca_topic_score_gemma":0.0011372819,"teacher_disagreement_score":0.010717621,"about_ca_system_score_codex":0.000095166106,"about_ca_system_score_gemma":0.0002808142,"threshold_uncertainty_score":0.7552896},"labels":[],"label_agreement":null},{"id":"W2982092853","doi":"10.1093/ofid/ofz360.203","title":"128. Adequacy of Commonly Prescribed Antimicrobials for Empiric Coverage of Gram-Negative Bacterial Pathogens Recovered from the Bloodstream of Patients Attending Emergency Rooms in Canada: Analysis of Data from the CANWARD Study, 2007 to 2018","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Meropenem; Medicine; Piperacillin; Microbiology; Enterobacter cloacae; Piperacillin/tazobactam; Tazobactam; Broth microdilution; Proteus mirabilis; Antimicrobial; Ceftriaxone; Empiric therapy; Cefepime; Enterobacter; Ciprofloxacin; Pseudomonas aeruginosa; Klebsiella pneumoniae; Antibiotics; Antibiotic resistance; Biology; Escherichia coli; Minimum inhibitory concentration; Bacteria; Imipenem","score_opus":0.023259586364787078,"score_gpt":0.2780679515256913,"score_spread":0.2548083651609042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982092853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89957553,0.00029718858,0.000029422274,0.00004751067,0.0005755952,0.001916688,0.097495236,0.0000031349962,0.00005968893],"genre_scores_gemma":[0.99495035,0.000095127594,0.000013744387,0.0000613224,0.000011868822,0.0000146354405,0.004798419,0.000015640338,0.000038884686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797803,0.0004161506,0.00084634905,0.00040011332,0.00009027845,0.00026909617],"domain_scores_gemma":[0.9970913,0.0008651446,0.00084408664,0.0010013916,0.0001704752,0.000027593467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020366882,0.00020159135,0.00090827513,0.00008376155,0.00010746703,0.000011179627,0.0010921119,0.00007879548,0.00081225904],"category_scores_gemma":[0.00030261208,0.00013377062,0.00016646761,0.00045814703,0.00009377577,0.00015829667,0.000667667,0.00008528353,0.0000031349718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011277836,0.0010750643,0.9674193,0.000025955998,0.0041585313,4.9538255e-7,0.0004975589,0.00012283542,0.013710133,0.000004241304,0.011513122,0.00034497018],"study_design_scores_gemma":[0.0027621468,0.00042481493,0.98748285,0.0001246611,0.001993914,7.80348e-8,0.0016095225,0.000012620238,0.005056818,0.000047825255,0.00032022374,0.00016452697],"about_ca_topic_score_codex":0.82133967,"about_ca_topic_score_gemma":0.89476985,"teacher_disagreement_score":0.09537482,"about_ca_system_score_codex":0.00007288754,"about_ca_system_score_gemma":0.00046651388,"threshold_uncertainty_score":0.8893667},"labels":[],"label_agreement":null},{"id":"W2982115115","doi":"10.1093/ofid/ofz360.921","title":"1057. The Impact of Temporary Suspensions of an Antimicrobial Stewardship Audit and Feedback Program on Antimicrobial Utilization of General Internal Medicine Inpatients","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antimicrobial; Audit; Pharmacist; Intensive care unit; Emergency medicine; Intensive care medicine; Internal medicine; Antibiotics; Family medicine; Antibiotic resistance; Pharmacy; Microbiology","score_opus":0.014715376223403232,"score_gpt":0.3013459106365959,"score_spread":0.28663053441319264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982115115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953141,0.0002011376,0.000005167641,0.00007053091,0.00032459255,0.00097513385,0.00020767465,0.000018950897,0.0028827093],"genre_scores_gemma":[0.9990655,0.00010020641,0.000011202933,0.00007098434,0.000018531753,0.0000034155375,0.00026528144,0.00001758548,0.0004472511],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885905,0.00020009825,0.0004161644,0.0002527888,0.00005563645,0.00021628558],"domain_scores_gemma":[0.99895513,0.000079334015,0.00044713938,0.00033951714,0.00014299898,0.000035888253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121622004,0.00018376298,0.00046204653,0.000107553904,0.000113668786,0.000015405712,0.0003132435,0.00012137468,0.0003302205],"category_scores_gemma":[0.00005689447,0.00011168916,0.00011878236,0.00016125453,0.0005538754,0.00015258703,0.00021829769,0.000120359255,0.000011423519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017276356,0.0026269148,0.8206514,0.0001444154,0.00047729048,0.0000022467652,0.0002345764,0.00010141668,0.15643685,0.00037207745,0.013065647,0.004159515],"study_design_scores_gemma":[0.00549996,0.0075451084,0.8866071,0.0010568285,0.00017516293,0.000043832664,0.0002924292,0.000050292612,0.09796784,0.00017183098,0.0003203584,0.00026925112],"about_ca_topic_score_codex":0.002926652,"about_ca_topic_score_gemma":0.00016785836,"teacher_disagreement_score":0.06595568,"about_ca_system_score_codex":0.000022155456,"about_ca_system_score_gemma":0.00013405165,"threshold_uncertainty_score":0.45545518},"labels":[],"label_agreement":null},{"id":"W2982263106","doi":"10.1093/ofid/ofz360.1007","title":"1143. Measuring Up! Benchmarking Antimicrobial Use in Canadian Children’s Hospitals","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre; Children's Hospital of Winnipeg; University of Manitoba; Kingston Health Sciences Centre; McGill University Health Centre; Royal University Hospital; Montreal Children's Hospital; BC Children's Hospital; Université Laval; Izaak Walton Killam Health Centre; Alberta Children's Hospital; Stollery Children's Hospital; Hospital for Sick Children; Children's Hospital of Eastern Ontario; London Health Sciences Centre; McMaster Children's Hospital; McMaster University; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Antimicrobial; Pneumonia; Cephalosporin; Piperacillin; Antimicrobial stewardship; Empiric therapy; Tazobactam; Medical prescription; Carbapenem; Pediatrics; Emergency medicine; Antibiotics; Intensive care medicine; Internal medicine; Antibiotic resistance; Alternative medicine; Microbiology; Imipenem; Pharmacology","score_opus":0.0069051398364558805,"score_gpt":0.21481443764305014,"score_spread":0.20790929780659426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982263106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991036,0.0007611024,0.0000036331533,0.00013218673,0.0013455366,0.00079298957,0.00015189764,0.00004925916,0.0057274248],"genre_scores_gemma":[0.9969309,0.00009946079,0.0000067339984,0.0006012508,0.0000240108,0.000010104217,0.00020006411,0.00002895629,0.002098537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983889,0.00010234038,0.0002600809,0.00043764643,0.0000352243,0.00077584066],"domain_scores_gemma":[0.99935335,0.000054390024,0.00009725321,0.00035381338,0.00004358564,0.00009760525],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012441404,0.00022008385,0.00034199335,0.00021619347,0.00030013506,0.000184219,0.00039196917,0.00018563107,0.0009876647],"category_scores_gemma":[0.00006518969,0.00021004083,0.000106478255,0.00019502139,0.00008954238,0.0004905924,0.000206187,0.00021395863,0.00094041106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004412952,0.000096171694,0.9920033,0.000015638072,0.00011065231,0.000011042774,0.000053711647,0.00003054399,0.0017621295,0.00067118055,0.0042764056,0.0009250991],"study_design_scores_gemma":[0.0016607498,0.00009607212,0.9903389,0.00023607086,0.000039500057,0.000040439085,0.000058207905,0.0000027640867,0.0022202237,0.00007177534,0.0048574386,0.00037781615],"about_ca_topic_score_codex":0.37182206,"about_ca_topic_score_gemma":0.4653163,"teacher_disagreement_score":0.09349423,"about_ca_system_score_codex":0.0001944638,"about_ca_system_score_gemma":0.00034277118,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W2982385350","doi":"10.1017/ice.2019.276","title":"Research needs in antibiotic stewardship","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Sinai Health System; University of Toronto","funders":"Centers for Disease Control and Prevention; U.S. Department of Veterans Affairs","keywords":"Antibiotic Stewardship; Stewardship (theology); Antibiotics; Antimicrobial stewardship; Medicine; Intensive care medicine; Business; Microbiology; Political science; Antibiotic resistance; Biology","score_opus":0.023500605322755046,"score_gpt":0.31124840506664136,"score_spread":0.2877477997438863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982385350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848802,0.0057136803,0.00017640168,0.002491326,0.0013421583,0.00041122484,0.0000055085893,0.000049492122,0.0049299905],"genre_scores_gemma":[0.9963442,0.00067345944,0.000013385021,0.00049039884,0.0000616425,0.000005905524,0.000010227092,0.0000114000695,0.0023893993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742883,0.0011705188,0.00041555418,0.00035429746,0.00002700052,0.0006037839],"domain_scores_gemma":[0.99786854,0.0017002218,0.00010027453,0.00021761892,0.00007943146,0.000033924713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024663494,0.00014991418,0.0005584556,0.00038163163,0.00012552261,0.000007469569,0.00009318689,0.00046082638,0.00016067408],"category_scores_gemma":[0.0006197536,0.000120330085,0.00007783242,0.00029509582,0.00039965354,0.00009336457,0.000053284653,0.0006745142,0.0011206418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013455741,0.00013223874,0.97036463,0.000047411355,0.000073626354,0.0000037836485,0.0001475477,0.000031042466,0.007317383,0.016190663,0.0013195528,0.004237543],"study_design_scores_gemma":[0.00255201,0.0009717444,0.9744214,0.00007799155,0.000013315923,0.000028066253,0.00024196778,0.00007037197,0.00032727103,0.0020655638,0.019040018,0.00019032041],"about_ca_topic_score_codex":0.0016474482,"about_ca_topic_score_gemma":0.00014454807,"teacher_disagreement_score":0.017720465,"about_ca_system_score_codex":0.000042014097,"about_ca_system_score_gemma":0.000048973034,"threshold_uncertainty_score":0.9996571},"labels":[],"label_agreement":null},{"id":"W2982604895","doi":"10.3138/jammi.2019-0011","title":"Pilot study of an online hospital antibiotic use tracking and reporting system","year":2019,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Public Health Ontario; Health Sciences Centre","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antibiotic Stewardship; Tracking (education); Data collection; Medical emergency; Mandate; Emergency medicine; Antibiotic resistance; Antibiotics","score_opus":0.010920348813344615,"score_gpt":0.2302336319510776,"score_spread":0.219313283137733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982604895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973417,0.0007506516,0.000002224323,0.00032288287,0.0013660908,0.00016357153,0.000038988725,0.000004176917,0.0000097038865],"genre_scores_gemma":[0.99970347,0.00005982785,0.0000028684635,0.00009983415,0.000034559645,1.20242e-7,0.000006527114,0.000005706377,0.00008707188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832016,0.00040276014,0.0009103243,0.0001247048,0.00009758828,0.00014444624],"domain_scores_gemma":[0.99651486,0.00030074109,0.0027720223,0.00012672598,0.0002236373,0.00006199486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092249684,0.00009717701,0.00045381888,0.000049561095,0.000095261756,0.000006630677,0.00014473253,0.00011023608,0.0000151018585],"category_scores_gemma":[0.0017480343,0.00006298177,0.000052881223,0.00007533105,0.00009625419,0.00008089464,0.00006077468,0.00033369192,2.030692e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001332743,0.000755895,0.97097784,0.00013288298,0.00046063526,0.000021822154,0.00012996446,0.000008518112,0.026652107,0.000052687523,0.0004337633,0.00024062656],"study_design_scores_gemma":[0.0022982203,0.0016512135,0.99228555,0.00045303462,0.00024717173,0.00019085745,0.001291065,0.000007876829,0.001269428,0.000005837835,0.00020702045,0.00009271421],"about_ca_topic_score_codex":0.022076327,"about_ca_topic_score_gemma":0.057669133,"teacher_disagreement_score":0.035592802,"about_ca_system_score_codex":0.000119180724,"about_ca_system_score_gemma":0.0005264154,"threshold_uncertainty_score":0.98443574},"labels":[],"label_agreement":null},{"id":"W2983795164","doi":"","title":"Antibiotic and Opioid Analgesic Prescribing Patterns of Dentists in Vancouver and Endodontic Specialists in British Columbia.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Endodontist; Medical prescription; Medicine; Family medicine; Antibiotics; Opioid; Endodontics; Dentistry; Nursing; Internal medicine","score_opus":0.011448822464227749,"score_gpt":0.20106637572816569,"score_spread":0.18961755326393795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983795164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957563,0.0029085595,0.000005726124,0.000019242858,0.0005171924,0.0003820659,0.000026375646,0.0000074365744,0.00037705436],"genre_scores_gemma":[0.9967518,0.00087424,0.000011045277,0.000018506062,0.000020300984,0.000009323615,0.0000048591614,0.000009525184,0.0023003884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904215,0.00006470022,0.00025604985,0.0002767665,0.00003018381,0.00033012647],"domain_scores_gemma":[0.9995452,0.00004236482,0.00014782356,0.00022339438,0.000017035145,0.000024164869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022158162,0.00007952457,0.00029974236,0.000059410817,0.00011526913,0.00010829776,0.0001597884,0.00013289881,0.000021318921],"category_scores_gemma":[0.000120095785,0.00011213012,0.00002501408,0.000037167494,0.00024685907,0.00014199322,0.00012817436,0.00013933974,0.0000012476291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017328446,0.00006940955,0.9675489,0.00014322372,0.000026843734,0.00009498041,0.000093635485,7.6229156e-8,0.00076739164,0.000011540532,0.00034813076,0.030878535],"study_design_scores_gemma":[0.0015004209,0.000012461735,0.9965552,0.00023287497,0.000017037151,0.000030757765,0.00009593407,8.709616e-7,0.0010929316,0.00006182372,0.00028189798,0.0001177756],"about_ca_topic_score_codex":0.038001575,"about_ca_topic_score_gemma":0.6734266,"teacher_disagreement_score":0.63542503,"about_ca_system_score_codex":0.000021690297,"about_ca_system_score_gemma":0.000013476387,"threshold_uncertainty_score":0.9684045},"labels":[],"label_agreement":null},{"id":"W2984492077","doi":"","title":"Impact d'une rupture d'approvisionnement de Piperacilline-Tazobactam sur la consommation des antibactériens et la prise en charge des pneumonies au centre hospitalier de l'université de Montréal","year":2019,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Forestry; Gynecology; Medicine; Art; Geography","score_opus":0.004289870576262068,"score_gpt":0.20361062795469934,"score_spread":0.19932075737843727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984492077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96263176,0.011347312,0.0069832476,0.005804862,0.00015115825,0.00042058656,0.00020624783,0.00010697033,0.012347832],"genre_scores_gemma":[0.9233164,0.01070802,0.0042964537,0.000088414046,0.000016098204,0.0000036983877,0.0003216999,0.000045820103,0.06120337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99056035,0.0074718525,0.000412557,0.0005354723,0.00013293943,0.0008868376],"domain_scores_gemma":[0.9959308,0.001885036,0.0003700133,0.00086213177,0.0007559073,0.00019613688],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003608259,0.00040599922,0.00042667452,0.0001308303,0.0007677592,0.00017448599,0.00059572357,0.0006344787,0.0008161502],"category_scores_gemma":[0.0006181766,0.00039144835,0.00028147778,0.0003217435,0.0008826075,0.00035777807,0.00038343656,0.000592848,0.00024697057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027634588,0.0025159856,0.51930535,0.0006127838,0.0006767596,0.000074291056,0.16643277,0.00019531757,0.25401285,0.024549507,0.0046705035,0.02667753],"study_design_scores_gemma":[0.0041102106,0.000017989085,0.681393,0.0046119606,0.00034261667,0.0004587837,0.006435694,0.0025563412,0.16790056,0.0007254059,0.13038072,0.0010667254],"about_ca_topic_score_codex":0.011738766,"about_ca_topic_score_gemma":0.010676039,"teacher_disagreement_score":0.16208763,"about_ca_system_score_codex":0.0008969082,"about_ca_system_score_gemma":0.0006895009,"threshold_uncertainty_score":0.99985373},"labels":[],"label_agreement":null},{"id":"W2984754199","doi":"10.1093/jacamr/dlz059","title":"The second-hand effects of antibiotics: communicating the public health risks of drug resistance","year":2019,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; Public Health Ontario","funders":"","keywords":"Antibiotics; Scope (computer science); Intensive care medicine; Health professionals; Antibiotic resistance; Resistance (ecology); Medicine; Risk analysis (engineering); Business; Health care; Public relations; Internet privacy; Computer science; Political science","score_opus":0.0182563817065126,"score_gpt":0.26950753513461795,"score_spread":0.25125115342810533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984754199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9435594,0.043305553,0.00015247604,0.006724243,0.0013213748,0.0011441235,0.00011283312,0.000050793427,0.0036291913],"genre_scores_gemma":[0.95570326,0.002557021,0.0005041392,0.00048762394,0.000029091774,0.000001524932,0.00002394648,0.000042912172,0.040650472],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99631345,0.0011088033,0.0010955853,0.000484233,0.00015151042,0.00084640353],"domain_scores_gemma":[0.9938349,0.002443308,0.0014501397,0.0019452868,0.00027896426,0.000047418172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016006104,0.0003451472,0.0008364033,0.00008609381,0.0011049692,0.00007014935,0.0016578868,0.00022151852,0.00007732326],"category_scores_gemma":[0.00039239653,0.00021676124,0.0002919564,0.00048493402,0.001955675,0.0001246432,0.0002953095,0.00070982747,0.0001101352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006844776,0.00035790663,0.007337384,0.003640733,0.00066204905,0.0000042120396,0.0029544693,0.0000025172524,0.8921922,0.0182809,0.07294088,0.0009422635],"study_design_scores_gemma":[0.0018207324,0.00008334546,0.01887129,0.0017485152,0.00005382315,0.000008758089,0.00065664435,0.0000019291663,0.64618826,0.00019126135,0.33000872,0.00036671516],"about_ca_topic_score_codex":0.00014470187,"about_ca_topic_score_gemma":0.0039231237,"teacher_disagreement_score":0.25706783,"about_ca_system_score_codex":0.0000743102,"about_ca_system_score_gemma":0.0003858606,"threshold_uncertainty_score":0.88392663},"labels":[],"label_agreement":null},{"id":"W2988262858","doi":"10.1017/ice.2019.293","title":"Nudging In MicroBiology Laboratory Evaluation (NIMBLE): A scoping review","year":2019,"lang":"en","type":"review","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Antimicrobial stewardship; MEDLINE; PsycINFO; Antimicrobial; Randomized controlled trial; Intensive care medicine; Antibiotic resistance; Family medicine; Antibiotics; Internal medicine; Microbiology; Biology","score_opus":0.04704365675411124,"score_gpt":0.37269711934700034,"score_spread":0.3256534625928891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988262858","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000792565,0.9931198,0.00014003203,0.00038809612,0.002310707,0.0035959536,0.00006957052,0.000061366074,0.00023521279],"genre_scores_gemma":[0.00036390053,0.9974686,0.000015626221,0.0012597241,0.0001091438,0.00025952878,0.0003319833,0.000037215843,0.00015428336],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926286,0.004134104,0.0016438961,0.0009129036,0.000025636513,0.0006548784],"domain_scores_gemma":[0.9960635,0.0022373262,0.001110505,0.000400272,0.00015096365,0.00003747355],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0039975485,0.0005527314,0.0042772805,0.00032401862,0.00013131899,0.0000076844235,0.0001638022,0.0013584082,0.00022769356],"category_scores_gemma":[0.0021366314,0.00043137223,0.0004314621,0.00023519255,0.00031546105,0.00010307277,0.00008174651,0.00094780367,0.0006154765],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032598567,0.00017849283,0.0023941437,0.13020025,0.00078848883,0.000009287051,0.000041208146,0.0000059353306,0.00006163962,0.00051259925,0.003990408,0.86178493],"study_design_scores_gemma":[0.0015465164,0.00032672982,0.00031786793,0.23832992,0.0015559198,0.00013641667,0.0000041577455,0.000008379576,0.0000010161064,0.00006761791,0.75708205,0.00062342547],"about_ca_topic_score_codex":0.0001868944,"about_ca_topic_score_gemma":0.00018015508,"teacher_disagreement_score":0.86116153,"about_ca_system_score_codex":0.00016753528,"about_ca_system_score_gemma":0.0005456431,"threshold_uncertainty_score":0.999938},"labels":[],"label_agreement":null},{"id":"W2988405641","doi":"10.1177/1715163519885981","title":"Shared decision making and antibiotic stewardship: Will pharmacists rise to the challenge?","year":2019,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Antibiotic Stewardship; Stewardship (theology); Antimicrobial stewardship; Antibiotics; Business; Process management; Antibiotic resistance; Political science; Microbiology; Biology","score_opus":0.015655337405826256,"score_gpt":0.25455557544886004,"score_spread":0.23890023804303379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988405641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97671604,0.013647897,0.00014726676,0.00063613127,0.006022162,0.0007938319,0.0005282136,0.000039210816,0.0014692253],"genre_scores_gemma":[0.98968923,0.005090201,0.000119550416,0.002665854,0.00038471818,0.000004060261,0.000019195091,0.0000660492,0.0019611644],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.99690425,0.00028847,0.0006400638,0.00067170506,0.00021347527,0.0012820291],"domain_scores_gemma":[0.99791944,0.00025975067,0.00026678227,0.00045578225,0.0003340935,0.00076413306],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079958903,0.0004875864,0.00052954844,0.00036344142,0.0012865925,0.0002211197,0.0009950448,0.00014887641,0.002199242],"category_scores_gemma":[0.00016465818,0.0003883381,0.00015531787,0.00052404165,0.00024677342,0.00037390547,0.00014631,0.0010367257,0.00030361532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002158088,0.00028252514,0.016763717,0.0011071155,0.0020848468,0.055184565,0.009240044,0.0018526443,0.075179785,0.00045933377,0.26283112,0.57285625],"study_design_scores_gemma":[0.0075884354,0.00030062193,0.0009301437,0.00057277665,0.0005026696,0.50862014,0.00014593836,0.0009682916,0.010461529,0.00025133687,0.46756393,0.002094208],"about_ca_topic_score_codex":0.002628058,"about_ca_topic_score_gemma":0.03060567,"teacher_disagreement_score":0.57076204,"about_ca_system_score_codex":0.0009033373,"about_ca_system_score_gemma":0.0014687424,"threshold_uncertainty_score":0.9998568},"labels":[],"label_agreement":null},{"id":"W2989252497","doi":"10.1016/s0140-6736(19)32767-9","title":"A roadmap for sustainably governing the global antimicrobial commons","year":2019,"lang":"en","type":"article","venue":"The Lancet","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; Université de Montréal; York University","funders":"Social Sciences and Humanities Research Council of Canada; Wellcome Trust","keywords":"Medicine; Global health; Antibiotic resistance; Sanitation; Antimicrobial stewardship; Business; Public health; Antibiotics; Biology; Nursing","score_opus":0.012186149696838584,"score_gpt":0.24939841785223263,"score_spread":0.23721226815539403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989252497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9581519,0.0024303587,0.00041490936,0.022137186,0.0010164174,0.0006890112,0.0002532927,0.00007742876,0.014829536],"genre_scores_gemma":[0.9871811,0.000039830895,0.000031240892,0.0017657732,0.00018444489,0.0000041741423,0.000037830356,0.000007676322,0.010747913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999274,0.00009132871,0.00010965802,0.00013590055,0.000020149251,0.00036893957],"domain_scores_gemma":[0.9993009,0.00015046142,0.00007160207,0.00043413937,0.000036617486,0.0000062588188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026337485,0.00009583258,0.00022780972,0.0000052591176,0.0003246241,0.000025918744,0.000504128,0.000089985966,0.000086869244],"category_scores_gemma":[0.00004381329,0.00004730684,0.00008090684,0.00007154634,0.00017701098,0.00002876696,0.000093366674,0.00016857238,0.0004916053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013447416,0.00009605845,0.056538068,0.00017019057,0.00046207712,0.0000035930195,0.0010516086,0.00004927207,0.04287676,0.10483396,0.7910793,0.0014943609],"study_design_scores_gemma":[0.0020026523,0.00008210689,0.021648793,0.000048977177,0.00005256274,0.00003668621,0.00084692123,0.000013381774,0.0029068666,0.00090662454,0.97131526,0.00013917265],"about_ca_topic_score_codex":0.0001080793,"about_ca_topic_score_gemma":0.0001154673,"teacher_disagreement_score":0.18023595,"about_ca_system_score_codex":0.000030311498,"about_ca_system_score_gemma":0.000056261106,"threshold_uncertainty_score":0.6318756},"labels":[],"label_agreement":null},{"id":"W2989450719","doi":"10.1136/bmjgh-2019-001869","title":"Over-the-counter antibiotic dispensing by pharmacies: a standardised patient study in Udupi district, India","year":2019,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; McGill University","funders":"McGill University","keywords":"Medicine; Antibiotics; Antibiotic resistance; Pharmacy; Referral; Over-the-counter; Pharmacist; Respiratory tract infections; Medical prescription; Pediatrics; Emergency medicine; Internal medicine; Family medicine; Nursing; Respiratory system","score_opus":0.007728922697401095,"score_gpt":0.3228087696954667,"score_spread":0.31507984699806557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989450719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99178624,0.0033598656,0.000029984478,0.00038546178,0.0010499567,0.0018720344,0.0003849567,0.00003911075,0.0010923651],"genre_scores_gemma":[0.998353,0.00013002973,0.0000053556873,0.0011710662,0.000018438368,0.0000028319741,0.00006230458,0.000011870104,0.00024507885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796844,0.00037082902,0.0005251896,0.00040272437,0.00011814393,0.00061466685],"domain_scores_gemma":[0.999244,0.00006849412,0.00023592848,0.00037249355,0.00003248921,0.000046646022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040584372,0.00021736701,0.00043122828,0.00003868343,0.00020113638,0.00002902255,0.00022061841,0.00010361419,0.00015005119],"category_scores_gemma":[0.000022012933,0.0001509864,0.00007541925,0.00032952102,0.00011877493,0.000073594034,0.00010444339,0.00026726397,0.00030685047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073118415,0.001182941,0.93539745,0.00013414722,0.0001671825,0.000037458245,0.0019856682,0.000007709167,0.0010464798,0.00017398408,0.048325885,0.010809888],"study_design_scores_gemma":[0.0056704176,0.0012328234,0.9626718,0.0003494879,0.000034243974,0.00004811589,0.004906227,0.00002141193,0.0003860887,0.000028012779,0.02425726,0.00039411575],"about_ca_topic_score_codex":0.0011462285,"about_ca_topic_score_gemma":0.00062090287,"teacher_disagreement_score":0.027274322,"about_ca_system_score_codex":0.00042215423,"about_ca_system_score_gemma":0.0002929411,"threshold_uncertainty_score":0.61570466},"labels":[],"label_agreement":null},{"id":"W2990002554","doi":"10.2174/1574884714666191122103953","title":"Prevalence and Predictors of Self-Medication Practices in India: A Systematic Literature Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Current Clinical Pharmacology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Meta-analysis; Confidence interval; Cochrane Library; Systematic review; MEDLINE; Medical prescription; Family medicine; Internal medicine; Nursing","score_opus":0.13337966327581016,"score_gpt":0.4766164068754868,"score_spread":0.3432367435996766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990002554","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000031390977,0.99574226,0.0000021398623,0.00009755115,0.0012075497,0.002702409,0.00017547324,0.000019124389,0.000022078635],"genre_scores_gemma":[0.0001410665,0.99902457,0.000012206093,0.0001674303,0.00005026665,0.00013954815,0.00014481565,0.000014536361,0.00030557503],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9925107,0.004081203,0.002327114,0.0007657244,0.000065618464,0.00024965362],"domain_scores_gemma":[0.992285,0.0030502311,0.004123202,0.00039018126,0.00009905931,0.000052296113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025653974,0.00039700276,0.007241703,0.00033129417,0.000035378147,0.000009067771,0.00037839773,0.00078072667,0.00023987192],"category_scores_gemma":[0.0008052552,0.00024289242,0.0010561936,0.00062403735,0.00036244976,0.000095198855,0.00019473072,0.0013877483,0.000042695392],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008613518,0.00033651083,0.00067674235,0.90410125,0.091790736,0.000004895097,0.00004606209,1.36448115e-8,3.867253e-7,0.000021955058,0.0015066282,0.0015062238],"study_design_scores_gemma":[0.00031633652,0.000090797505,0.00031850813,0.04006628,0.79564226,0.00003253335,0.000003044444,5.4007273e-7,2.7338615e-7,0.0000017892239,0.16334037,0.00018725356],"about_ca_topic_score_codex":7.974133e-7,"about_ca_topic_score_gemma":8.794004e-7,"teacher_disagreement_score":0.86403495,"about_ca_system_score_codex":0.000021630569,"about_ca_system_score_gemma":0.0001918693,"threshold_uncertainty_score":0.9904865},"labels":[],"label_agreement":null},{"id":"W2990627574","doi":"10.4103/jgid.jgid_178_18","title":"State of the globe: Antimicrobial resistance: Need for de-compartmentalization of action","year":2019,"lang":"en","type":"editorial","venue":"Journal of Global Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compartmentalization (fire protection); Globe; Action (physics); State (computer science); Antimicrobial; Biology; Computer science; Microbiology; Neuroscience; Physics; Algorithm","score_opus":0.005874769441139908,"score_gpt":0.2684594342610639,"score_spread":0.262584664819924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990627574","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29420316,0.0069563137,0.0009994116,0.000073595475,0.692286,0.00063381484,0.004569463,0.00001898658,0.00025925532],"genre_scores_gemma":[0.9585272,0.0012233831,0.000023805378,0.00003418445,0.039100096,0.0000018863498,0.00016801554,0.000024146151,0.00089726667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857485,0.00019850547,0.0007222539,0.00014643604,0.0001400899,0.00021788295],"domain_scores_gemma":[0.996697,0.0002518048,0.00209652,0.00020773188,0.00072098983,0.00002592125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018419034,0.00020511504,0.0006463277,0.000058926187,0.00010611094,0.000015284426,0.00028734456,0.00036849212,0.000018153683],"category_scores_gemma":[0.0004274327,0.00014491647,0.0005293505,0.00018913511,0.00023091071,0.000095476804,0.000045651777,0.00024252952,0.000003158889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018158768,0.00045523292,0.015352775,0.00094276463,0.0008039269,0.0000013169667,0.000027609287,0.00016561167,0.010452388,0.00006447774,0.9697814,0.00013659589],"study_design_scores_gemma":[0.014050774,0.0018887526,0.039434504,0.0054631718,0.004719136,0.00008884631,0.00020804648,0.0000048138804,0.057157714,0.0025183717,0.8736601,0.0008057663],"about_ca_topic_score_codex":0.000059569684,"about_ca_topic_score_gemma":0.00016826401,"teacher_disagreement_score":0.66432405,"about_ca_system_score_codex":0.0003672327,"about_ca_system_score_gemma":0.0010228463,"threshold_uncertainty_score":0.5909522},"labels":[],"label_agreement":null},{"id":"W2990721794","doi":"","title":"When Antibiotics Fail: The Expert Panel on the Potential Socio-Economic Impacts of Antimicrobial Resistance in Canada","year":2019,"lang":"en","type":"article","venue":"BCU Open Access Repository (Birmingham City University)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Agriculture; Psychological intervention; Health care; Business; Resistance (ecology); Medicine; Economic growth; Development economics; Antibiotics; Geography; Economics; Nursing","score_opus":0.021561830569081765,"score_gpt":0.23489150053682975,"score_spread":0.213329669967748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990721794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824536,0.00019107058,0.000013391919,0.0011932558,0.0010257331,0.00060069433,0.000038382386,0.000014227473,0.014469649],"genre_scores_gemma":[0.98352444,0.000114341776,0.000017667022,0.000311307,0.000030865576,1.6135304e-7,0.000009618464,0.000015187874,0.015976408],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984694,0.0003291883,0.00032325226,0.0004220001,0.00007568154,0.00038048674],"domain_scores_gemma":[0.9986301,0.00022565163,0.00038521716,0.0006682518,0.000060316805,0.00003042889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020905002,0.00021759124,0.000387276,0.000102778606,0.00046262896,0.00013975115,0.0026908657,0.00017128911,0.00020650205],"category_scores_gemma":[0.000018564784,0.00015495848,0.0001049627,0.00017481578,0.00030331523,0.0004543683,0.0008495656,0.0003802521,0.000029955021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039463066,0.00046357495,0.4252979,0.00025539345,0.0010420374,0.0006122078,0.0035616579,0.00046933026,0.44131213,0.01016254,0.112641916,0.00023502609],"study_design_scores_gemma":[0.005556905,0.00016488096,0.28655812,0.0012443496,0.00017760275,0.0000753672,0.015417412,0.000043985663,0.5857748,0.00014055964,0.10352028,0.0013257364],"about_ca_topic_score_codex":0.5420576,"about_ca_topic_score_gemma":0.47710305,"teacher_disagreement_score":0.14446267,"about_ca_system_score_codex":0.0005553322,"about_ca_system_score_gemma":0.0014058036,"threshold_uncertainty_score":0.63190234},"labels":[],"label_agreement":null},{"id":"W2991580342","doi":"10.1017/ice.2019.283","title":"Interfacility patient sharing and <i>Clostridioides difficile</i> infection incidence in the Ontario hospital system: A 13-year cohort study","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Joseph's Health Centre; Sunnybrook Hospital; Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Incidence (geometry); Medicine; C difficile; Clostridioides; Poisson regression; Rate ratio; Cohort; Confidence interval; Acute care; Infection control; Emergency medicine; Cohort study; Relative risk; Retrospective cohort study; Internal medicine; Health care; Clostridium difficile; Intensive care medicine; Environmental health; Population; Antibiotics; Biology; Microbiology","score_opus":0.007044803305354211,"score_gpt":0.22251602442167995,"score_spread":0.21547122111632575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991580342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950477,0.001028412,0.00021094616,0.00027703942,0.0014132853,0.001601494,0.000008750674,0.000062330844,0.00035004554],"genre_scores_gemma":[0.9994583,0.00015366683,0.00000441261,0.00016979121,0.000033664157,0.0000714922,0.000010761947,0.000008766764,0.00008913415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975657,0.00073537754,0.0006420209,0.0006316684,0.000045017317,0.0003802375],"domain_scores_gemma":[0.998674,0.0006466713,0.00027264078,0.00030858867,0.00006753941,0.000030569092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015752327,0.00025354998,0.0006954886,0.000096460804,0.00020989154,0.000024889827,0.00010598922,0.00028453983,0.00003464144],"category_scores_gemma":[0.00032798093,0.00017373312,0.0000880045,0.00010632622,0.00023545467,0.00016650188,0.00011124536,0.0005908578,0.000078497724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014596104,0.00033309127,0.9961064,0.000047532278,0.00014977688,0.000005368981,0.0018167014,0.000035058547,0.00017689435,0.00051548256,0.000070881804,0.0005968488],"study_design_scores_gemma":[0.0018830532,0.0023619493,0.99368566,0.000088428125,0.00007666822,0.000044316235,0.00084318774,0.00007740423,0.000024500958,0.00014949785,0.0005486873,0.0002166369],"about_ca_topic_score_codex":0.09309906,"about_ca_topic_score_gemma":0.030287834,"teacher_disagreement_score":0.062811226,"about_ca_system_score_codex":0.00016198821,"about_ca_system_score_gemma":0.000031402156,"threshold_uncertainty_score":0.9874069},"labels":[],"label_agreement":null},{"id":"W2993850222","doi":"10.1016/j.watres.2019.115360","title":"Groundwater resources as a global reservoir for antimicrobial-resistant bacteria","year":2019,"lang":"en","type":"article","venue":"Water Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Public Health Ontario; Queen's University","funders":"Geological Survey of Ireland","keywords":"Groundwater; Antibiotic resistance; Antimicrobial; Outbreak; Environmental health; Bacteria; Environmental science; Water resource management; Medicine; Biology; Microbiology; Engineering; Virology","score_opus":0.029990490635825606,"score_gpt":0.31424935749709665,"score_spread":0.28425886686127105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993850222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894085,0.0004157665,0.00001783101,0.001992183,0.00060398807,0.00088254764,0.00006984321,0.00006764526,0.0065416903],"genre_scores_gemma":[0.914082,0.000033312863,0.000111841815,0.00015318715,0.000082018654,0.000022613694,0.00015705435,0.000029716613,0.08532827],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972723,0.00040610167,0.00032042616,0.00061005214,0.00012974929,0.001261335],"domain_scores_gemma":[0.99895924,0.00006822233,0.000036105524,0.00062759395,0.0002580528,0.000050806404],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001226106,0.00020733997,0.00033680585,0.00013236381,0.0004506041,0.00013060623,0.00063907495,0.000341557,0.0021637112],"category_scores_gemma":[0.000049475308,0.00013023756,0.00014591783,0.00017500235,0.0003944986,0.00012821231,0.0003816978,0.0003589263,0.012065311],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022065863,0.00015336534,0.0022810989,0.00019464055,0.0001404539,0.000015310477,0.00063187064,8.390413e-7,0.9707025,0.0010292872,0.022518659,0.00012535519],"study_design_scores_gemma":[0.0015453157,0.00059579493,0.0024112323,0.0001218704,0.00001284121,0.000031553012,0.0003264777,0.0000012136923,0.484427,0.0010293626,0.5092716,0.00022569169],"about_ca_topic_score_codex":0.00082308264,"about_ca_topic_score_gemma":0.00015251082,"teacher_disagreement_score":0.486753,"about_ca_system_score_codex":0.00010889698,"about_ca_system_score_gemma":0.00007313468,"threshold_uncertainty_score":0.9987484},"labels":[],"label_agreement":null},{"id":"W2994844390","doi":"10.7759/cureus.6419","title":"Attitudes and Perceptions amongst Critical Care Physicians towards Handshake Antimicrobial Stewardship Rounds","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Handshake; Antimicrobial stewardship; Stewardship (theology); Medicine; Nursing; Audit; Business; Antibiotic resistance; Political science","score_opus":0.010403995389202197,"score_gpt":0.2703776862591539,"score_spread":0.2599736908699517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994844390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98809123,0.0052663027,0.00012980144,0.0003701914,0.001058675,0.00016101138,0.000101331025,0.000081824124,0.0047396477],"genre_scores_gemma":[0.99565864,0.00022632466,0.00009982139,0.0002540428,0.00009436829,0.0000025948018,0.00008451262,0.000019839741,0.0035598439],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99905133,0.000064367734,0.00015617404,0.00034519433,0.00003515337,0.00034775198],"domain_scores_gemma":[0.9995281,0.000049251248,0.00003370317,0.00027603065,0.00008725735,0.000025653975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052602776,0.00017420057,0.000263652,0.000031796328,0.00024325757,0.000044491655,0.0001635728,0.00025371235,0.00063668337],"category_scores_gemma":[0.000025998075,0.00015249763,0.000089385154,0.000064286935,0.00040340936,0.00013121904,0.000088249464,0.00023881448,0.00065027195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014549428,0.00048903184,0.19151883,0.0007405044,0.00030945262,0.000020557542,0.0071269544,0.000002960879,0.7784291,0.0060716625,0.010271666,0.0048737926],"study_design_scores_gemma":[0.0031144798,0.0008795679,0.90084654,0.0007572417,0.0003500389,0.00013648403,0.015167596,0.000006914383,0.04754454,0.00017639947,0.029797455,0.001222748],"about_ca_topic_score_codex":0.00011391617,"about_ca_topic_score_gemma":0.00030265554,"teacher_disagreement_score":0.73088455,"about_ca_system_score_codex":0.000038957987,"about_ca_system_score_gemma":0.00004913447,"threshold_uncertainty_score":0.8358147},"labels":[],"label_agreement":null},{"id":"W2995603563","doi":"10.1136/bmj.l6961","title":"Antibiotics: two fifths of US outpatient prescriptions may be inappropriate, study finds","year":2019,"lang":"en","type":"article","venue":"BMJ","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Primary care; Ambulatory; Quarter (Canadian coin); Family medicine; Ambulatory care; Antibiotics; General practice; Pediatrics; Health care; Nursing; Internal medicine","score_opus":0.017883557775357307,"score_gpt":0.2798634006120664,"score_spread":0.26197984283670905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995603563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895315,0.00043678036,0.000034089182,0.0002010632,0.0011515277,0.0009022564,0.000043634936,0.00003504234,0.007664104],"genre_scores_gemma":[0.97944415,0.000018473289,0.00014591856,0.00008400302,0.000028483473,0.0000014751822,0.000034631725,0.000013332321,0.020229517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892414,0.00014912423,0.00037075797,0.00026003047,0.000053542582,0.00024243705],"domain_scores_gemma":[0.9991932,0.000050250896,0.00017693228,0.00048478224,0.00007942395,0.000015414184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022808278,0.00013676677,0.0002942337,0.00007415128,0.00007563988,0.0000071902236,0.00020981913,0.00014747742,0.0005870316],"category_scores_gemma":[0.000042899766,0.000108088796,0.00008191662,0.00011276761,0.000116664574,0.000050514947,0.0001085248,0.00019159794,0.0006221407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033960358,0.0025309387,0.8419543,0.0001364844,0.000588998,0.000012451042,0.0032745525,0.00006474573,0.1273729,0.0016050299,0.021389842,0.0007301602],"study_design_scores_gemma":[0.0067366674,0.00277639,0.8325288,0.00025397597,0.00024281818,0.000027355367,0.006377311,0.000024981602,0.08388244,0.0000828253,0.06646449,0.0006018865],"about_ca_topic_score_codex":0.00027752505,"about_ca_topic_score_gemma":0.00010999685,"teacher_disagreement_score":0.045074645,"about_ca_system_score_codex":0.000016023883,"about_ca_system_score_gemma":0.000056455916,"threshold_uncertainty_score":0.79965675},"labels":[],"label_agreement":null},{"id":"W2996112071","doi":"10.4212/cjhp.v72i6.2945","title":"Implementation of a Clinical Decision Support Tool to Improve Antibiotic IV-to-Oral Conversion Rates at a Community Academic Hospital","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Psychological intervention; Antimicrobial stewardship; Medicine; Antibiotics; Audit; Clinical decision support system; Intervention (counseling); Nursing; Antibiotic resistance; Decision support system; Business","score_opus":0.023295525470813074,"score_gpt":0.3578605987374633,"score_spread":0.3345650732666502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996112071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296707,0.00031999426,0.000025836664,0.0024066863,0.0035141653,0.0005927874,0.00009572395,0.0000052804876,0.00007244064],"genre_scores_gemma":[0.9984983,0.00007668279,0.00010282758,0.00080484536,0.000076183984,5.438853e-7,0.000016728194,0.000017481281,0.00040638406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980877,0.00031595878,0.00092300057,0.00016023297,0.00010094368,0.00041213314],"domain_scores_gemma":[0.9984101,0.0002651895,0.0005402945,0.00028803688,0.00026777704,0.00022858959],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015354478,0.00017471226,0.00046392507,0.00016793182,0.0003177204,0.000019560015,0.0006892018,0.00013302149,0.0009367077],"category_scores_gemma":[0.0001715409,0.00012346864,0.00022241897,0.00017941758,0.0002160107,0.00018863534,0.00012998587,0.0009312787,0.00061638426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001098517,0.00016932983,0.8490733,0.00005950501,0.00048399423,0.000048895196,0.004877923,0.000011836097,0.06764153,0.000099941244,0.054718394,0.021716854],"study_design_scores_gemma":[0.00944928,0.008488282,0.7240676,0.00033774157,0.00031189664,0.00009942883,0.0049945163,0.000007798766,0.21398576,0.00016548202,0.03751839,0.00057381846],"about_ca_topic_score_codex":0.008203059,"about_ca_topic_score_gemma":0.0048677684,"teacher_disagreement_score":0.14634423,"about_ca_system_score_codex":0.00015600184,"about_ca_system_score_gemma":0.0008456155,"threshold_uncertainty_score":0.9999766},"labels":[],"label_agreement":null},{"id":"W2996637261","doi":"10.1093/cid/ciz1183","title":"Impact of a Comprehensive Antimicrobial Stewardship Program on Institutional Burden of Antimicrobial Resistance: A 14-Year Controlled Interrupted Time-series Study","year":2019,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Antimicrobial stewardship; Medicine; Rate ratio; Poisson regression; Interrupted time series; Interrupted Time Series Analysis; Incidence (geometry); Antimicrobial; Confidence interval; Antibiotic resistance; Antibiotics; Internal medicine; Environmental health; Psychological intervention; Biology; Microbiology; Population; Psychiatry","score_opus":0.01861437538745529,"score_gpt":0.33492048139317826,"score_spread":0.31630610600572295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996637261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951904,0.00029512186,0.0000055995715,0.000034270073,0.0008514562,0.002043152,0.00040583967,0.00012847636,0.0010456946],"genre_scores_gemma":[0.99851453,0.00007644715,0.000015881044,0.000046471203,0.00009517545,0.000016072072,0.00013528958,0.000023974773,0.0010761389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972834,0.00064163364,0.0011306742,0.00050287024,0.00009636529,0.0003450487],"domain_scores_gemma":[0.9977253,0.0006536887,0.00062531664,0.00048299934,0.0004487975,0.000063867454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022401233,0.00032264082,0.0014667946,0.00016422491,0.00012707544,0.000020696505,0.00027206997,0.00030497275,0.00057309435],"category_scores_gemma":[0.0003965196,0.00024100319,0.00087951776,0.00024123395,0.0011312369,0.00010278238,0.00012383235,0.00037439543,0.000363353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.044478167,0.030437622,0.83805674,0.0005687649,0.007406322,0.000042537165,0.00043433433,0.00041322416,0.06560797,0.00039604754,0.011390698,0.0007675987],"study_design_scores_gemma":[0.05234205,0.01570209,0.924768,0.0012455411,0.0009892044,0.000014982695,0.0004333012,0.000010262312,0.0028119092,0.00005952947,0.00094615214,0.00067702483],"about_ca_topic_score_codex":0.0000815148,"about_ca_topic_score_gemma":0.000028108656,"teacher_disagreement_score":0.08671124,"about_ca_system_score_codex":0.000056174486,"about_ca_system_score_gemma":0.00040618193,"threshold_uncertainty_score":0.9827825},"labels":[],"label_agreement":null},{"id":"W2997784437","doi":"10.14745/ccdr.v46i01a01","title":"Prescriber-led practice changes that can bolster antimicrobial stewardship in community health care settings","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Markham Stouffville Hospital; Baycrest Hospital; Hospital for Sick Children; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"College of Family Physicians of Canada","keywords":"Antimicrobial stewardship; Stewardship (theology); Medicine; Agency (philosophy); Health care; Nursing; Community health; Public health; Family medicine; Antibiotic resistance; Antibiotics; Political science; Sociology","score_opus":0.01966148143753363,"score_gpt":0.2577116449118951,"score_spread":0.23805016347436145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997784437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80327106,0.038864374,0.00001667538,0.14744571,0.0008435402,0.0014872953,0.0011002844,0.00021463694,0.006756414],"genre_scores_gemma":[0.97357863,0.0004255976,0.000082568375,0.023866367,0.000028999082,0.000014534961,0.001351357,0.00003850601,0.0006134202],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674004,0.001592343,0.0005105026,0.00036900662,0.00013055425,0.0006575767],"domain_scores_gemma":[0.997337,0.000322241,0.00045596232,0.0014624988,0.00016204308,0.00026026688],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005391806,0.0002990495,0.0006045491,0.000049642087,0.000725117,0.00003903604,0.0007824289,0.00014399303,0.00006450042],"category_scores_gemma":[0.00063268724,0.0002948344,0.00008517379,0.0002241203,0.00021627634,0.00011678334,0.00052161975,0.0012157435,0.0000072907837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003465722,0.0014522264,0.15593968,0.005351591,0.0013117987,0.009204001,0.033181805,0.00015309612,0.008317924,0.0002313506,0.77795553,0.0034352436],"study_design_scores_gemma":[0.002043439,0.00015892372,0.02725456,0.00078815344,0.00014951888,0.00030092557,0.031092968,0.000006526372,0.0039859703,0.0000055041432,0.93351746,0.00069603295],"about_ca_topic_score_codex":0.6678434,"about_ca_topic_score_gemma":0.89611787,"teacher_disagreement_score":0.2282745,"about_ca_system_score_codex":0.00046086038,"about_ca_system_score_gemma":0.003932682,"threshold_uncertainty_score":0.99995035},"labels":[],"label_agreement":null},{"id":"W2998336367","doi":"10.4037/ajcc2020272","title":"Nurse Prompting for Prescriber-Led Review of Antimicrobial Use in the Critical Care Unit","year":2020,"lang":"en","type":"article","venue":"American Journal of Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Antimicrobial; Intervention (counseling); Interrupted time series; Intensive care unit; Emergency medicine; Antimicrobial stewardship; Intensive care medicine; Nursing; Psychological intervention; Antibiotic resistance; Antibiotics","score_opus":0.03174251602994157,"score_gpt":0.3326724672223664,"score_spread":0.3009299511924248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998336367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8348009,0.115325056,0.0021299147,0.044718783,0.0008368917,0.0010629158,0.0004200277,0.000028899069,0.0006766194],"genre_scores_gemma":[0.99434406,0.00034155432,0.0012329307,0.0039450293,0.0000963861,0.0000025950892,0.000015787025,0.000015451922,0.0000062116333],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9983136,0.00046543963,0.00063551625,0.00017631029,0.00008769939,0.00032143143],"domain_scores_gemma":[0.997646,0.00112835,0.00017493649,0.0001629742,0.00083229324,0.000055471497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022629304,0.00015039161,0.0006213409,0.000046362697,0.000088885026,0.000017136894,0.0003668249,0.00007754165,0.0000524522],"category_scores_gemma":[0.0032955122,0.00010070328,0.0002501434,0.00022141253,0.0011174816,0.00011718044,0.000030376239,0.00047566925,0.000005438702],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0127365,0.0035388872,0.07745429,0.21508741,0.0012365667,0.0019590233,0.16811548,0.000034776414,0.32003772,0.051475562,0.049721103,0.09860266],"study_design_scores_gemma":[0.012583115,0.023219494,0.024341766,0.0720528,0.0054150587,0.0024865726,0.6346327,0.000017466535,0.11160927,0.00029183362,0.11076972,0.0025801999],"about_ca_topic_score_codex":0.000019680307,"about_ca_topic_score_gemma":0.0000075990843,"teacher_disagreement_score":0.4665172,"about_ca_system_score_codex":0.000018833294,"about_ca_system_score_gemma":0.00015604372,"threshold_uncertainty_score":0.41174075},"labels":[],"label_agreement":null},{"id":"W2998645972","doi":"10.1071/ah19097","title":"Sustainability of antimicrobial stewardship programs in Australian rural hospitals: a qualitative study*","year":2020,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Sustainability; Staffing; Antimicrobial stewardship; Business; Rural health; Nursing; Accountability; Medicine; Health administration; Health care; Accreditation; Rural area; Environmental resource management; Public health; Medical education; Economic growth; Political science","score_opus":0.08179277859829158,"score_gpt":0.3949301195308596,"score_spread":0.313137340932568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998645972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88136643,0.03468545,0.000009350919,0.07790189,0.00023180398,0.0056107533,0.00007427309,0.000081547056,0.000038474707],"genre_scores_gemma":[0.9925409,0.005182648,0.00007434271,0.0012727553,0.000022344379,0.00003400714,0.00008320247,0.000019355242,0.0007704319],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99555194,0.0017907716,0.0013566124,0.00047548354,0.00008651737,0.00073865656],"domain_scores_gemma":[0.9987246,0.00008268196,0.0005239502,0.00037996302,0.00016873838,0.000120080455],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015069209,0.00030341046,0.0012765542,0.00005799459,0.00009142812,0.000010064809,0.00037008832,0.00016829689,0.00019590677],"category_scores_gemma":[0.00026574644,0.0002529397,0.00020456934,0.00067790854,0.0003431828,0.00011176491,0.00007190451,0.0005237585,0.00011120495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012807987,0.008239549,0.2146905,0.21043979,0.0011667081,0.00021053823,0.30692405,0.000004630879,0.0019987563,0.002055274,0.17478868,0.07820072],"study_design_scores_gemma":[0.012504656,0.015982557,0.17323053,0.047652263,0.0006277951,0.000080271115,0.5677697,5.497603e-7,0.0026890044,0.00038767,0.17625293,0.0028220427],"about_ca_topic_score_codex":0.0017100322,"about_ca_topic_score_gemma":0.00019812204,"teacher_disagreement_score":0.2608457,"about_ca_system_score_codex":0.00014288492,"about_ca_system_score_gemma":0.00044542804,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W2999310670","doi":"10.1080/14787210.2020.1715795","title":"Selective reporting of antibiotic susceptibility testing results: a promising antibiotic stewardship tool","year":2020,"lang":"en","type":"review","venue":"Expert Review of Anti-infective Therapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Antibiotic Stewardship; Antibiotics; Stewardship (theology); Antimicrobial stewardship; Medicine; Intensive care medicine; Antibiotic resistance; Microbiology; Biology; Political science","score_opus":0.0632709292382681,"score_gpt":0.3624791086478892,"score_spread":0.2992081794096211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999310670","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009981572,0.9922687,0.00007591669,0.00005187898,0.00060597836,0.004238796,0.00017409681,0.00015354544,0.0014329548],"genre_scores_gemma":[0.010448066,0.98815894,0.0006801609,0.00012718434,0.00017736827,0.000012367122,0.00019635296,0.00013946957,0.00006006206],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.988523,0.0021945627,0.006627954,0.0016192088,0.00023767145,0.0007975846],"domain_scores_gemma":[0.9832334,0.0015489635,0.012810967,0.0013377031,0.0010021352,0.000066846835],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036233268,0.0012194349,0.009176297,0.00028234522,0.00025532578,0.000024016363,0.0007382404,0.000832912,0.00005384757],"category_scores_gemma":[0.009507924,0.0008709841,0.0019469397,0.0018369448,0.00086746423,0.00017605405,0.00022337252,0.0012471752,0.000065408836],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001431093,0.00073318527,0.0004974373,0.1817359,0.0023537218,0.00004572137,0.0005695854,1.615137e-7,0.015940143,0.00003519234,0.00069980684,0.79724604],"study_design_scores_gemma":[0.0019010267,0.0020449928,0.0011433177,0.5497584,0.0011905463,0.0003808629,0.00015196852,0.0000010299606,0.034408487,0.000024076537,0.40731966,0.0016756527],"about_ca_topic_score_codex":0.00021716049,"about_ca_topic_score_gemma":0.0000056287336,"teacher_disagreement_score":0.7955704,"about_ca_system_score_codex":0.00024080751,"about_ca_system_score_gemma":0.0014217325,"threshold_uncertainty_score":0.9993741},"labels":[],"label_agreement":null},{"id":"W2999924105","doi":"10.1186/s13063-019-4033-9","title":"A pilot randomized controlled trial of 7 versus 14 days of antibiotic treatment for bloodstream infection on non-intensive care versus intensive care wards","year":2020,"lang":"en","type":"article","venue":"Trials","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Ottawa Hospital; St Joseph's Health Centre; Health Sciences Centre; Queen's University; McMaster University; Dalhousie University; University of Toronto; Institute for Clinical Evaluative Sciences; North York General Hospital; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Groupe canadien de recherche en soins intensifs; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Randomized controlled trial; Bacteremia; Intensive care unit; Intensive care; Emergency medicine; Internal medicine; Physical therapy; Intensive care medicine; Antibiotics","score_opus":0.07566111346189958,"score_gpt":0.3438581244083602,"score_spread":0.26819701094646065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999924105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736525,0.0034124097,0.0001413134,0.00033447894,0.007912099,0.0132215815,0.00041292387,0.000052560204,0.0008601438],"genre_scores_gemma":[0.99848294,0.00065147725,0.00003122032,0.000095722295,0.00025215116,0.00009902994,0.00023394018,0.000025323097,0.00012818062],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969663,0.0009922854,0.00128347,0.0004006325,0.00007811571,0.00027917486],"domain_scores_gemma":[0.99070907,0.0056812754,0.0011445051,0.00028307937,0.0021425374,0.000039562885],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005447828,0.00034522667,0.004109072,0.0001227136,0.00009944435,0.0000076595115,0.00012439354,0.0002575404,0.00005246545],"category_scores_gemma":[0.01611691,0.00022335038,0.0014006696,0.00011799572,0.00030820165,0.000029579478,0.000031124713,0.00013378284,0.000028106595],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9499098,0.00018739008,0.000011874025,0.00016663397,0.004717695,0.00000352666,0.005305136,0.000020708787,0.038326345,0.00013587489,0.000582043,0.0006329826],"study_design_scores_gemma":[0.7355536,0.022674287,0.000005846594,0.00016484849,0.0030888715,5.6249615e-7,0.008158081,0.0000045192837,0.23002452,0.000004440847,0.00017723553,0.00014317909],"about_ca_topic_score_codex":0.00040382618,"about_ca_topic_score_gemma":0.000077848796,"teacher_disagreement_score":0.21435618,"about_ca_system_score_codex":0.000088684166,"about_ca_system_score_gemma":0.00026261027,"threshold_uncertainty_score":0.99217075},"labels":[],"label_agreement":null},{"id":"W3000059822","doi":"10.14745/ccdr.v46i01a01f","title":"Changements des pratiques dirigées par le prescripteur qui peuvent responsabiliser la gestion des antimicrobiens dans les établissements de soins de santé communautaires","year":2020,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Markham Stouffville Hospital; Institute of Health Services and Policy Research; Baycrest Hospital; Health Sciences Centre; Hospital for Sick Children; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.020284587288937655,"score_gpt":0.23811360524315367,"score_spread":0.21782901795421603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000059822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90863633,0.077932425,0.0049706176,0.0044301813,0.00030099577,0.00056179165,0.00056482357,0.00013359495,0.0024692458],"genre_scores_gemma":[0.93966085,0.051898897,0.00270769,0.00049734436,0.00012406126,0.000028750726,0.00010301074,0.00010262521,0.0048767715],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9948883,0.0018407062,0.0007481585,0.00069199165,0.00016620921,0.001664625],"domain_scores_gemma":[0.99831307,0.00048184348,0.00024399714,0.00043418404,0.00018126483,0.00034565324],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0005700018,0.0006946498,0.0007333563,0.00011875356,0.002077485,0.00012720565,0.0006980852,0.0006100963,0.00040300342],"category_scores_gemma":[0.000297187,0.0006851491,0.00023228841,0.00038810426,0.0032144883,0.00038708135,0.00014663317,0.0007565204,0.000010214761],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018946237,0.001011425,0.36958182,0.019068213,0.0022090413,0.00055459584,0.073312216,0.0008433964,0.47616366,0.0017885027,0.024755402,0.028817104],"study_design_scores_gemma":[0.0019712716,0.00077554444,0.58432174,0.012348555,0.0007265293,0.00024420454,0.023682674,0.00034941372,0.2620332,0.00045140623,0.11197114,0.0011243231],"about_ca_topic_score_codex":0.58349806,"about_ca_topic_score_gemma":0.94991773,"teacher_disagreement_score":0.36641967,"about_ca_system_score_codex":0.0012328085,"about_ca_system_score_gemma":0.0045508635,"threshold_uncertainty_score":0.99955994},"labels":[],"label_agreement":null},{"id":"W3000078059","doi":"10.1093/jac/dkz540","title":"Study reporting quality among interventions to reduce antibiotic use is a barrier to evidence-informed policymaking on antimicrobial resistance: systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Ottawa Hospital; McMaster University; York University; University of Ottawa","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Psychological intervention; Checklist; Squire; Intervention (counseling); Medicine; Systematic review; Quality (philosophy); Health care; Government (linguistics); MEDLINE; Psychology; Nursing; Political science","score_opus":0.16855623222400412,"score_gpt":0.45281086910714097,"score_spread":0.28425463688313685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000078059","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014846874,0.97287154,0.000071210095,0.0007276323,0.0022445505,0.008873649,0.00017122601,0.00006376093,0.00012957095],"genre_scores_gemma":[0.004213301,0.98039633,0.00038828346,0.0048551173,0.0002528859,0.000013614049,0.000026626769,0.00018099787,0.009672823],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98651576,0.0015345208,0.00964735,0.0010041253,0.00035393293,0.0009442873],"domain_scores_gemma":[0.9819552,0.0009328189,0.014513028,0.001664464,0.0007312377,0.00020326934],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047160396,0.0011645628,0.008579453,0.001096791,0.00036563782,0.00028101425,0.0015464002,0.0007341411,0.00015109674],"category_scores_gemma":[0.0053716493,0.0008508816,0.0033564214,0.0012404904,0.00016937585,0.00048135014,0.00023168896,0.0015424015,0.0004903887],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005316493,0.0008807863,0.00009950617,0.9124925,0.0031758414,0.00015891732,0.0014085155,0.0000015767852,0.0032126456,0.0000089707555,0.07542172,0.0026073668],"study_design_scores_gemma":[0.00094847905,0.0006192631,0.000103503924,0.93926483,0.004034021,0.000507411,0.00017601263,1.1035972e-8,0.0018653139,4.2122633e-7,0.051569883,0.0009108267],"about_ca_topic_score_codex":0.00007956513,"about_ca_topic_score_gemma":0.00008934022,"teacher_disagreement_score":0.02677235,"about_ca_system_score_codex":0.0006392635,"about_ca_system_score_gemma":0.0011712491,"threshold_uncertainty_score":0.9993942},"labels":[],"label_agreement":null},{"id":"W3000121020","doi":"10.17269/s41997-019-00278-1","title":"Chronic respiratory disease should be considered when interpreting indicators of community antimicrobial use in people over 65 years old","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université Laval; Institut National de Santé Publique du Québec","funders":"","keywords":"Antimicrobial; Medicine; Cohort; Retrospective cohort study; Disease; Risk factor; Antimicrobial stewardship; Psychological intervention; Internal medicine; Demography; Antibiotics; Antibiotic resistance; Biology; Psychiatry","score_opus":0.07556877340548869,"score_gpt":0.28935086461059545,"score_spread":0.21378209120510677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000121020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797233,0.0026720646,0.000080899335,0.016931774,0.00027789085,0.00012650937,0.00015597414,0.0000062336653,0.000025358097],"genre_scores_gemma":[0.9852327,0.00005563024,0.000047421163,0.014544924,0.000047487014,3.0541077e-7,0.000018118673,0.000016200685,0.000037185127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99755937,0.0010688419,0.0006871309,0.00011016237,0.000051624473,0.0005228891],"domain_scores_gemma":[0.99832165,0.00019360815,0.0005127013,0.0002150406,0.00007824732,0.0006787205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011070305,0.00012225825,0.00043495925,0.00045213487,0.0001624064,0.000031686475,0.0003656428,0.00015409193,0.00033933888],"category_scores_gemma":[0.0011158313,0.0001208892,0.00010105008,0.00030129025,0.00034285063,0.00020410275,0.000043314456,0.0010473946,0.000006092822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076410026,0.00008951043,0.87273383,0.00032044423,0.00018322819,0.00012204278,0.023665164,0.000017694172,0.0020639207,0.00062539027,0.0963408,0.0037615704],"study_design_scores_gemma":[0.0023138132,0.0005101669,0.82340235,0.00056408095,0.000025582198,0.000029724557,0.0026596608,0.0000040060327,0.00028982505,0.000020961828,0.16993733,0.00024249133],"about_ca_topic_score_codex":0.027090512,"about_ca_topic_score_gemma":0.18104358,"teacher_disagreement_score":0.15395308,"about_ca_system_score_codex":0.0004191395,"about_ca_system_score_gemma":0.010169524,"threshold_uncertainty_score":0.9954419},"labels":[],"label_agreement":null},{"id":"W3000908830","doi":"","title":"Inventaire des programmes de bon usage des antibiotiques en médecine générale en France et à l'étranger","year":2014,"lang":"fr","type":"article","venue":"Publications Et Travaux Academiques de Lorraine (Universite de Lorraine)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.015209631656212802,"score_gpt":0.2784254136864984,"score_spread":0.2632157820302856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000908830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.569513,0.032801136,0.17999794,0.1893825,0.00030520698,0.0012254314,0.00037366952,0.0009870115,0.025414078],"genre_scores_gemma":[0.87514466,0.020077053,0.027773565,0.005993462,0.00033633964,0.000025560856,0.0006777921,0.00013621393,0.06983533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934479,0.0028210066,0.0006768364,0.0010092701,0.00015939235,0.0018855667],"domain_scores_gemma":[0.99700177,0.0009926434,0.0004192977,0.0007638044,0.00039829008,0.00042417526],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0032737076,0.0007235496,0.0008087029,0.00069078285,0.00084725773,0.00019902035,0.0013350211,0.0020702526,0.0007303136],"category_scores_gemma":[0.0009082424,0.0008341006,0.00041691825,0.0012444053,0.0025231042,0.0016916384,0.00029188977,0.0023853942,0.00017815661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026754054,0.0015068424,0.17431736,0.0015074317,0.0009841771,0.000051572213,0.055372674,0.00015877132,0.061092395,0.64066076,0.029554127,0.03452633],"study_design_scores_gemma":[0.0026513909,0.0006182785,0.4030376,0.0013817054,0.0005323618,0.0005826643,0.0049279933,0.001627105,0.0055814064,0.018226963,0.5595923,0.0012402115],"about_ca_topic_score_codex":0.0014049463,"about_ca_topic_score_gemma":0.00122896,"teacher_disagreement_score":0.6224338,"about_ca_system_score_codex":0.0007414961,"about_ca_system_score_gemma":0.00065166305,"threshold_uncertainty_score":0.99991614},"labels":[],"label_agreement":null},{"id":"W3001537798","doi":"10.1007/s10728-019-00389-3","title":"Exploring Models for an International Legal Agreement on the Global Antimicrobial Commons: Lessons from Climate Agreements","year":2020,"lang":"en","type":"article","venue":"Health Care Analysis","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact; Ottawa Public Health; Centre for Global Health Research; York University; University of Ottawa","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; Social Sciences and Humanities Research Council of Canada; Wellcome Trust","keywords":"Commons; Political science; International community; Corporate governance; Philosophy of medicine; Collective action; Global commons; Politics; International law; Health informatics; Law and economics; Law; Sociology; Business; Medicine; Health care; Biology; Ecology","score_opus":0.15037159804014197,"score_gpt":0.34993917032089217,"score_spread":0.1995675722807502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001537798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9144718,0.0020029459,0.014167025,0.05923171,0.0011899017,0.00082957203,0.006021057,0.00011314685,0.001972812],"genre_scores_gemma":[0.9897925,0.00070478616,0.0002359906,0.0074186875,0.00010907505,0.000021074606,0.0016853464,0.000008936169,0.000023574785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861175,0.00016645573,0.000358202,0.00041490127,0.00007769111,0.00037097334],"domain_scores_gemma":[0.9992881,0.000068203866,0.00018007176,0.00031040655,0.000093894196,0.000059354297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014489282,0.00016331922,0.00035302137,0.000055109685,0.00047897993,0.00004126703,0.0003879258,0.00007119631,0.000112155656],"category_scores_gemma":[0.000016961074,0.000121361765,0.00025596117,0.00026587668,0.00005904318,0.0001742276,0.00009124143,0.00014822843,0.000073258656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014810605,0.0043551424,0.15796712,0.0013608073,0.08292033,0.000086594875,0.09497643,0.054360297,0.018179625,0.2848618,0.15604407,0.1300772],"study_design_scores_gemma":[0.02659875,0.008511716,0.17325018,0.0018565558,0.016242098,0.000017522752,0.14010422,0.039984144,0.034862492,0.0015010412,0.55130243,0.0057688393],"about_ca_topic_score_codex":0.0019262808,"about_ca_topic_score_gemma":0.0037028703,"teacher_disagreement_score":0.39525837,"about_ca_system_score_codex":0.00015297357,"about_ca_system_score_gemma":0.00008040802,"threshold_uncertainty_score":0.49489892},"labels":[],"label_agreement":null},{"id":"W3003316035","doi":"10.1111/jep.13365","title":"Second opinions, multiple physician appointments, and overlapping prescriptions in the paediatric population: A systematic literature review","year":2020,"lang":"en","type":"review","venue":"Journal of Evaluation in Clinical Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Population; Emergency department; Family medicine; Disease; Psychiatry; Incidence (geometry); Addiction; Pediatrics; Nursing","score_opus":0.08271397184993341,"score_gpt":0.4399107785685603,"score_spread":0.3571968067186269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003316035","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013611161,0.9954405,0.000013638021,0.0013145175,0.00095000956,0.0020519304,0.000022461656,0.0000033678618,0.00018999874],"genre_scores_gemma":[0.00027234186,0.9976886,0.00018364155,0.0013621012,0.00028330542,0.000035478115,0.000120368495,0.000012921979,0.000041226995],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98602355,0.0100413645,0.0032932805,0.00026566442,0.00022839611,0.00014773771],"domain_scores_gemma":[0.9855391,0.0099447705,0.003914904,0.0002781737,0.00029616163,0.000026905664],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012832109,0.0002296934,0.0018730114,0.0001860473,0.000084850326,0.00005712416,0.00026532722,0.00039725553,0.000039746163],"category_scores_gemma":[0.024098147,0.00013601941,0.0004287735,0.0006843556,0.00004869259,0.0004347026,0.000051494382,0.0019802595,0.00003785919],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013461498,0.0012315542,0.00025708773,0.69316435,0.0014583871,0.00018034807,0.0008892287,0.000004231812,0.0000010018019,0.00047836802,0.022109784,0.28009102],"study_design_scores_gemma":[0.000833494,0.00013370912,0.00067607255,0.34406358,0.0030400143,0.00056299433,0.00026088464,0.000012452636,9.487901e-9,0.00006508536,0.6502186,0.00013308183],"about_ca_topic_score_codex":0.0000029532544,"about_ca_topic_score_gemma":0.000013743207,"teacher_disagreement_score":0.6281088,"about_ca_system_score_codex":0.00009862909,"about_ca_system_score_gemma":0.00029606887,"threshold_uncertainty_score":0.9841223},"labels":[],"label_agreement":null},{"id":"W3004147287","doi":"10.1177/1355819619896588","title":"Understanding factors influencing antibiotic prescribing behaviour in rural China: a qualitative process evaluation of a cluster randomized controlled trial","year":2020,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"Medical Research Council","keywords":"Medicine; Medical prescription; Randomized controlled trial; Family medicine; Intervention (counseling); Cluster randomised controlled trial; Nursing; Guideline; Qualitative research; Health care; Qualitative property","score_opus":0.1612207695230122,"score_gpt":0.4711995549115485,"score_spread":0.3099787853885363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004147287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890414,0.0040064026,0.00012306952,0.0033217606,0.00016413552,0.0032255347,0.000007604812,0.0000072270354,0.000102879705],"genre_scores_gemma":[0.99930054,0.00031449596,0.000026185704,0.00019770123,0.00010883832,0.0000088218085,0.000007931226,0.000015789456,0.00001972108],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98656887,0.0099741705,0.0020247817,0.00018732811,0.00062854815,0.0006163289],"domain_scores_gemma":[0.99556816,0.0015825741,0.0017064586,0.00012751156,0.00091003865,0.00010528301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020407759,0.0001858548,0.0018293244,0.0008457666,0.00024402443,0.000035827066,0.00035657847,0.0001852378,0.000045448076],"category_scores_gemma":[0.0021151204,0.0001224416,0.00029059945,0.000755654,0.00026895816,0.00031798944,0.000070481685,0.00091746566,0.0000037258153],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7095672,0.00029139232,0.001979232,0.0010041683,0.00045786315,0.0000028182671,0.28277364,0.000230274,0.0032620933,0.00029144296,0.00003377222,0.00010611613],"study_design_scores_gemma":[0.8117661,0.0009928617,0.0019145854,0.0020039794,0.000116363815,0.000007805563,0.18077314,0.0004561124,0.0007559165,0.001093331,0.000002500373,0.00011734346],"about_ca_topic_score_codex":0.0037833615,"about_ca_topic_score_gemma":0.00044476867,"teacher_disagreement_score":0.10219889,"about_ca_system_score_codex":0.00055556215,"about_ca_system_score_gemma":0.0026109635,"threshold_uncertainty_score":0.70729625},"labels":[],"label_agreement":null},{"id":"W3006401935","doi":"10.1093/cid/ciaa162","title":"Sustained Reduction in Third-generation Cephalosporin Usage in Adult Inpatients Following Introduction of an Antimicrobial Stewardship Program in a Large, Urban Hospital in Malawi","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Antimicrobial stewardship; Psychological intervention; Stewardship (theology); Intervention (counseling); Medicine; Thematic analysis; Medical prescription; Nursing; Family medicine; Business; Qualitative research; Antibiotic resistance; Antibiotics; Political science","score_opus":0.014512622616938458,"score_gpt":0.2980331526380286,"score_spread":0.2835205300210901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006401935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99731964,0.0002032826,0.00001504638,0.00037731524,0.0010649023,0.00088515645,0.000025419073,0.00006970912,0.00003955739],"genre_scores_gemma":[0.9990293,0.00009548162,0.000023663093,0.00009266873,0.00029517506,0.000029542343,0.00039422387,0.000018591007,0.000021398117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729764,0.00064460136,0.0010456629,0.00057827716,0.000058475263,0.00037530946],"domain_scores_gemma":[0.99939114,0.00006037144,0.00023141319,0.00019343536,0.000069961454,0.00005370644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039549154,0.00019175933,0.0005288728,0.00024211411,0.000045762805,0.000016689572,0.0001230292,0.00034279563,0.000020159214],"category_scores_gemma":[0.0009188704,0.00019399943,0.00014890071,0.0007070484,0.00015093228,0.00031945357,0.00007326628,0.00049028837,0.00001038537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004940205,0.006555216,0.98381436,0.00009773194,0.000035563982,0.000047824273,0.0008309879,0.00015309604,0.0052353167,0.00012928252,0.000338868,0.0022677272],"study_design_scores_gemma":[0.008185179,0.0021082463,0.98485804,0.00018161783,0.00004518141,0.00000177295,0.0010567055,0.0002850559,0.002779727,0.0000916009,0.00008684371,0.00032000392],"about_ca_topic_score_codex":0.00026776208,"about_ca_topic_score_gemma":0.0016421515,"teacher_disagreement_score":0.007691159,"about_ca_system_score_codex":0.000110777386,"about_ca_system_score_gemma":0.00012016014,"threshold_uncertainty_score":0.7911067},"labels":[],"label_agreement":null},{"id":"W3006612895","doi":"10.1093/jac/dkaa001","title":"A behavioural approach to specifying interventions: what insights can be gained for the reporting and implementation of interventions to reduce antibiotic use in hospitals?","year":2020,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Ottawa Hospital; Sinai Health System; University of Ottawa","funders":"NIHR Imperial Biomedical Research Centre; National Institute for Health and Care Research; Joint Programming Initiative on Antimicrobial Resistance; National Institute for Health Research Health Protection Research Unit; Norges Forskningsråd; Imperial College London; Scottish Government; Economic and Social Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; World Health Organization","keywords":"Psychological intervention; Generalizability theory; Context (archaeology); Medicine; Antimicrobial stewardship; Randomized controlled trial; Intensive care medicine; MEDLINE; Health care; Psychology; Nursing; Antibiotics; Surgery","score_opus":0.08214663958754104,"score_gpt":0.34483730627081893,"score_spread":0.2626906666832779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006612895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841597,0.0012070448,0.0052543934,0.0084018465,0.00028655675,0.0006641251,0.000017010801,0.000006131671,0.0000032090422],"genre_scores_gemma":[0.99461806,0.0005574006,0.0035306246,0.0011614542,0.000048432514,0.000001893624,0.000012192555,0.000018036037,0.000051901432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99814427,0.000068327754,0.0013643897,0.00018882558,0.00004407973,0.00019008428],"domain_scores_gemma":[0.9983968,0.000078606674,0.0012051172,0.00011616425,0.0001622024,0.00004108235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004324612,0.00013585621,0.00040949773,0.00016387744,0.00010373931,0.00007964679,0.00018620779,0.000077810786,0.000015162739],"category_scores_gemma":[0.0001591048,0.00009960771,0.0003306242,0.00023604953,0.000071788185,0.00026407078,0.000045903646,0.00018175719,5.6724815e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069222687,0.00032226948,0.013515288,0.00046281525,0.00029976742,0.000007239565,0.0121565815,0.00004495172,0.9637824,0.00009645011,0.0036772836,0.0049427026],"study_design_scores_gemma":[0.004941988,0.0013741532,0.11002035,0.0033816984,0.00022260883,0.00016093977,0.021252098,0.000009559404,0.8575918,0.000016703178,0.00071653567,0.00031159088],"about_ca_topic_score_codex":0.00012407852,"about_ca_topic_score_gemma":0.00019720185,"teacher_disagreement_score":0.106190644,"about_ca_system_score_codex":0.0000385512,"about_ca_system_score_gemma":0.00005009615,"threshold_uncertainty_score":0.40618846},"labels":[],"label_agreement":null},{"id":"W3006943567","doi":"10.3138/jammi.2019-0023","title":"Defining appropriate antibiotic prescribing in primary care: A modified Delphi panel approach","year":2020,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sinai Health System; North York General Hospital; Public Health Ontario; Regent Park Community Health Centre; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Sinusitis; Antibiotics; Antibiotic resistance; Otitis; Antimicrobial stewardship; Intensive care medicine; Internal medicine; Pneumonia; Antimicrobial; Amoxicillin; Pediatrics; Surgery","score_opus":0.007941452977584484,"score_gpt":0.1919607894408033,"score_spread":0.18401933646321883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006943567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871716,0.00846317,0.00009787975,0.0030876433,0.0006330079,0.00013471303,0.00005006273,0.0000062954837,0.000355629],"genre_scores_gemma":[0.9978828,0.0003162691,0.000014042303,0.0016787694,0.000042494456,4.914819e-7,0.00002323787,0.0000071204145,0.00003476258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985717,0.00040961266,0.0005367844,0.00015003886,0.000107555126,0.00022432487],"domain_scores_gemma":[0.9988226,0.00020921355,0.0006687039,0.000086766784,0.000121442026,0.0000912408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048402118,0.00011996187,0.00040407735,0.000046612626,0.00010829035,0.0000061751634,0.0002691734,0.00028072004,0.00001333498],"category_scores_gemma":[0.0010185166,0.000082049664,0.00010329362,0.00015044135,0.00013569398,0.000044803895,0.000102211634,0.0005961583,7.9006287e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013307739,0.0005820838,0.8907292,0.0017107486,0.0016324318,0.000093025046,0.0030130574,0.0008366643,0.07680064,0.0020876457,0.016681915,0.0045018075],"study_design_scores_gemma":[0.02275255,0.00077064714,0.9405337,0.0023188544,0.0013032983,0.0005636168,0.0034652788,0.0003135175,0.0119909765,0.00033046652,0.0145569015,0.0011002085],"about_ca_topic_score_codex":0.005623719,"about_ca_topic_score_gemma":0.0068403683,"teacher_disagreement_score":0.06480966,"about_ca_system_score_codex":0.00027341556,"about_ca_system_score_gemma":0.0014753022,"threshold_uncertainty_score":0.8501419},"labels":[],"label_agreement":null},{"id":"W3008189319","doi":"10.17269/s41997-020-00298-2","title":"Increasing paediatric prescribing rates in British Columbian children: cause for concern?","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical prescription; Medicine; Antimicrobial stewardship; Respiratory tract infections; Pediatrics; Cohort; Antibiotics; Population; Intensive care medicine; Demography; Family medicine; Environmental health; Antibiotic resistance; Internal medicine; Respiratory system","score_opus":0.04668953340440059,"score_gpt":0.263978281965912,"score_spread":0.21728874856151142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008189319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613626,0.023284527,0.00048038346,0.013979778,0.00041347698,0.00028860875,0.00013002007,0.000008113904,0.000052485],"genre_scores_gemma":[0.99599415,0.00034851785,0.00017244252,0.0031633019,0.00020132313,0.0000010126038,0.000031137755,0.000015777041,0.000072347444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998302,0.00032301238,0.000525179,0.00015398834,0.00003053854,0.00066528417],"domain_scores_gemma":[0.99881876,0.00012057057,0.0002951612,0.000072012845,0.00013052348,0.00056295213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010879483,0.00008605592,0.00034215584,0.00016536971,0.00024559742,0.00009201045,0.00022905604,0.0001305479,0.00011643366],"category_scores_gemma":[0.0010075257,0.00010436585,0.00007624988,0.00027910448,0.00012041346,0.00016799361,0.000010156679,0.00035677277,0.000008443238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021493131,0.000029851533,0.93547696,0.00008737986,0.0001315307,0.000090306974,0.0020123967,0.000004146997,0.00021205716,0.00019348432,0.036331557,0.025408847],"study_design_scores_gemma":[0.0054608113,0.0009967911,0.8243946,0.00045365264,0.000041825413,0.0017704087,0.0041262377,0.000018705932,0.00011695078,0.000074883224,0.16210988,0.00043524266],"about_ca_topic_score_codex":0.0750905,"about_ca_topic_score_gemma":0.35335436,"teacher_disagreement_score":0.27826387,"about_ca_system_score_codex":0.00022900288,"about_ca_system_score_gemma":0.0058540003,"threshold_uncertainty_score":0.9997819},"labels":[],"label_agreement":null},{"id":"W3008802480","doi":"10.1186/s12875-020-01114-z","title":"The viral prescription pad - a mixed methods study to determine the need for and utility of an educational tool for antimicrobial stewardship in primary health care","year":2020,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; PROTO Manufacturing (Canada); University of Saskatchewan","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Antimicrobial stewardship; Medicine; Psychological intervention; Medical prescription; Stewardship (theology); Antimicrobial; Respiratory tract infections; Family medicine; Health care; Nursing; Public health; Antibiotic resistance; Antibiotics","score_opus":0.04775441456265715,"score_gpt":0.3634387042396028,"score_spread":0.3156842896769456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008802480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98115635,0.0021154622,0.0075672446,0.0056482726,0.00043225606,0.0029066037,0.000109030836,0.000012157558,0.00005264955],"genre_scores_gemma":[0.9661695,0.00003361639,0.030390393,0.003094409,0.00006172245,0.00007832712,0.00006031938,0.000011904088,0.00009983959],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977463,0.0013703223,0.00035792735,0.00028142025,0.000035816982,0.00020823552],"domain_scores_gemma":[0.99677986,0.002611165,0.00021655044,0.00022789466,0.00014169095,0.000022853028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016524089,0.00011308654,0.00023318475,0.000023995623,0.00030457435,0.000026595788,0.00019443943,0.00006444368,0.000001237391],"category_scores_gemma":[0.0016034227,0.000072729614,0.00004912647,0.00009500204,0.00009992546,0.0001649031,0.00007358178,0.00014490735,0.0000011299633],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05909474,0.0048229876,0.024989357,0.002491236,0.00070032675,0.0000015819666,0.082766026,0.000028230996,0.62297124,0.001871872,0.04026011,0.16000228],"study_design_scores_gemma":[0.0064608594,0.0046968535,0.83815557,0.0000697292,0.000293745,0.000015963007,0.08156352,0.00012786062,0.010382322,0.00013857053,0.057733398,0.0003616199],"about_ca_topic_score_codex":0.00018902127,"about_ca_topic_score_gemma":0.00029804764,"teacher_disagreement_score":0.8131662,"about_ca_system_score_codex":0.0000282853,"about_ca_system_score_gemma":0.00038263947,"threshold_uncertainty_score":0.29658276},"labels":[],"label_agreement":null},{"id":"W3009450848","doi":"10.18203/2394-6040.ijcmph20201056","title":"Self-medication among Alexandria University students and effect of an educational intervention on their self-medication knowledge, attitudes and practices","year":2020,"lang":"en","type":"article","venue":"International Journal of Community Medicine and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Alexandria University","keywords":"Intervention (counseling); Family medicine; Logistic regression; Medicine; Interview; Self-medication; Motivational interviewing; Quarter (Canadian coin); Health education; Cross-sectional study; Test (biology); Psychology; Public health; Nursing; Geography","score_opus":0.04345945453454721,"score_gpt":0.3904603398614705,"score_spread":0.3470008853269233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009450848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698644,0.0027367724,0.00011363282,0.026650868,0.00030223097,0.00011614045,0.0000075656785,0.000011181464,0.00019716797],"genre_scores_gemma":[0.9942158,0.0050833807,0.00006905543,0.000398222,0.00013812847,3.747658e-7,0.00006656465,0.000004380522,0.000024119212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978791,0.0014371166,0.0003649999,0.00008792727,0.00013603816,0.00009481204],"domain_scores_gemma":[0.9976054,0.00092013465,0.0009812707,0.00009396574,0.0002661544,0.00013308736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021573452,0.00009757407,0.00026305977,0.00018659575,0.00018575182,0.000017203165,0.0003255293,0.00008326757,0.000038992228],"category_scores_gemma":[0.0005862689,0.00007083802,0.000027623126,0.000078355464,0.0002704104,0.00032795244,0.00009080344,0.0004757929,0.0000011537138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012388456,0.0035097855,0.8389022,0.0014710854,0.0021879922,0.000005287055,0.061748005,5.7292283e-7,0.0011198054,0.0024744114,0.004992396,0.082349606],"study_design_scores_gemma":[0.004617304,0.0042866715,0.95931727,0.00074207876,0.000079804886,0.00011574441,0.009187634,0.000043940483,0.00012184127,0.00006759387,0.021330424,0.000089702575],"about_ca_topic_score_codex":0.00028636312,"about_ca_topic_score_gemma":0.00011786322,"teacher_disagreement_score":0.120415054,"about_ca_system_score_codex":0.000054272605,"about_ca_system_score_gemma":0.00017832052,"threshold_uncertainty_score":0.28886905},"labels":[],"label_agreement":null},{"id":"W3009667495","doi":"10.1099/acmi.fis2019.po0150","title":"Associations between declining antimicrobial use in primary care in Scotland and patient satisfaction and hospitalisation due to infection: a longitudinal study of greater than five million patients","year":2020,"lang":"en","type":"article","venue":"Access Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quartile; Medical prescription; Quarter (Canadian coin); Primary care; Family medicine; Patient satisfaction; Multivariate analysis; Longitudinal study; Demography; Pediatrics; Emergency medicine; Confidence interval; Internal medicine; Nursing","score_opus":0.02578256741157911,"score_gpt":0.2618557191533569,"score_spread":0.23607315174177781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009667495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987329,0.00014608735,0.000018724859,0.0000852431,0.00016341651,0.0006485248,0.000186266,0.000012744791,0.000006057278],"genre_scores_gemma":[0.99942505,0.000038746533,0.000028673592,0.00012231331,0.00001356558,0.0000061562937,0.00035339542,0.0000097954135,0.0000023139337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987171,0.00023740329,0.0004387561,0.00039143357,0.000018092245,0.00019721437],"domain_scores_gemma":[0.99949545,0.00010375455,0.00020356904,0.00008812223,0.000086425156,0.000022684992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065733766,0.00015292226,0.00041814207,0.00019622403,0.00008952346,0.000022905326,0.000055983248,0.0002171261,0.000004807636],"category_scores_gemma":[0.000065371045,0.00014193245,0.00002365182,0.00022960738,0.00007768611,0.0002265542,0.00017510477,0.00018215127,0.0000034093487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020186706,0.00009906981,0.9830495,0.000038699636,0.0000633222,0.0000042804786,0.0077176276,0.000016303291,0.0074846186,0.0000010303985,0.000050097784,0.0012735614],"study_design_scores_gemma":[0.0021498955,0.0009074286,0.99359626,0.00008963089,0.000038783495,0.0000036847769,0.00035487863,2.8575812e-7,0.0026977248,0.000002518609,0.000014517827,0.00014438792],"about_ca_topic_score_codex":0.0043232623,"about_ca_topic_score_gemma":0.009262272,"teacher_disagreement_score":0.010546741,"about_ca_system_score_codex":0.00007269656,"about_ca_system_score_gemma":0.000023798395,"threshold_uncertainty_score":0.6535508},"labels":[],"label_agreement":null},{"id":"W3009712636","doi":"10.1371/journal.pone.0223822","title":"Barriers and facilitators to the uptake of an antimicrobial stewardship program in primary care: A qualitative study","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; St. Michael's Hospital","funders":"","keywords":"Antimicrobial stewardship; Qualitative research; Context (archaeology); Nursing; Primary care; Medicine; Health care; Intervention (counseling); Stewardship (theology); Family medicine; Antibiotic resistance; Political science; Antibiotics","score_opus":0.02909540394384667,"score_gpt":0.27052010379688024,"score_spread":0.24142469985303358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009712636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997343,0.0006674523,0.0000033651381,0.00058011187,0.000027871783,0.001135502,0.000102570804,0.000033234595,0.0001068784],"genre_scores_gemma":[0.9991325,0.000015131696,0.00042432323,0.00030858544,0.000011293698,0.000019052583,0.000023411952,0.0000092670825,0.000056400844],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988605,0.0003667089,0.0002589895,0.00026708294,0.00005291867,0.00019383656],"domain_scores_gemma":[0.99962115,0.000055835495,0.00005415521,0.00016666704,0.000055260567,0.00004695772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023395575,0.00011530801,0.00032425515,0.000038418282,0.0000782394,0.000008372495,0.00017283176,0.00008015068,0.000018668554],"category_scores_gemma":[0.00011570795,0.00008254202,0.000026886986,0.0001893917,0.00017995563,0.000046179666,0.00007520195,0.00018653033,0.00002087364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012971914,0.002757736,0.019549442,0.0005689134,0.00073532655,0.000013305537,0.71924657,0.0000025696966,0.251531,0.000050574457,0.00019560177,0.004051808],"study_design_scores_gemma":[0.004896653,0.0105874315,0.10334519,0.000421046,0.00034722377,0.0000019646934,0.7663597,0.000004195087,0.11235657,0.000016828111,0.0011445769,0.00051861093],"about_ca_topic_score_codex":0.00007986667,"about_ca_topic_score_gemma":0.00018421616,"teacher_disagreement_score":0.13917442,"about_ca_system_score_codex":0.000019252906,"about_ca_system_score_gemma":0.00007227316,"threshold_uncertainty_score":0.3365966},"labels":[],"label_agreement":null},{"id":"W3011451156","doi":"10.37623/sjmr.2018.2805","title":"Etiology and antimicrobial resistance patterns of Extended Spectrum Beta Lactamases (ESBL) producing E. coli from urinary tract infections in Tehsil Head Quarter (THQ) Hospital, Burewala, Pakistan","year":2018,"lang":"en","type":"article","venue":"Scientific Journal of Medical Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Etiology; Antimicrobial; Broad spectrum; Urinary system; Quarter (Canadian coin); Microbiology; Beta-lactamase; Antibiotic resistance; Medicine; BETA (programming language); Head (geology); Intensive care medicine; Biology; Geography; Internal medicine; Antibiotics; Escherichia coli; Chemistry; Genetics; Computer science; Archaeology","score_opus":0.02693686996842535,"score_gpt":0.3551203058058108,"score_spread":0.3281834358373854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011451156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988467,0.0033804446,0.00014787272,0.005906467,0.0016550636,0.00020739132,0.000064978434,0.000008437427,0.00016234852],"genre_scores_gemma":[0.99786514,0.00072444056,0.0000593453,0.00003072447,0.00023041696,0.0000016646127,0.000017329116,0.00001281223,0.0010581501],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99648017,0.0009326616,0.0008599967,0.0005095392,0.0005362799,0.0006813389],"domain_scores_gemma":[0.9979426,0.0007517115,0.0003065494,0.00039537283,0.0004629069,0.00014081885],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005575458,0.00016041377,0.0005049179,0.00061112357,0.00043430284,0.00006934596,0.0005933368,0.00036888523,0.0011708658],"category_scores_gemma":[0.00081739953,0.00012324227,0.00010384444,0.000558186,0.0032661592,0.0001685542,0.00017820063,0.001348936,0.000040553663],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002876885,0.013586765,0.3311437,0.000604351,0.00058291265,0.0014637578,0.0131799765,8.3977045e-7,0.54874074,0.002014782,0.08121223,0.0045930166],"study_design_scores_gemma":[0.007559187,0.0075558294,0.7578024,0.0060606124,0.00009416121,0.00082239305,0.0067213746,0.000009240696,0.14452413,0.0020539374,0.0661961,0.00060061057],"about_ca_topic_score_codex":0.00064562005,"about_ca_topic_score_gemma":0.0031182175,"teacher_disagreement_score":0.42665872,"about_ca_system_score_codex":0.00008033584,"about_ca_system_score_gemma":0.0007158887,"threshold_uncertainty_score":0.9997422},"labels":[],"label_agreement":null},{"id":"W3011549525","doi":"10.32413/pjph.v9i3.361","title":"UNDERSTANDING REGARDING ANTIBIOTIC RESISTANCE AMONG HEALTH CARE PROFESSIONALS IN GOVERNMENT SECTOR OF TEHSIL GUJAR KHAN","year":2020,"lang":"en","type":"article","venue":"Pakistan Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Government (linguistics); Health care; Likert scale; Family medicine; Resistance (ecology); Scale (ratio); Antibiotic resistance; Quarter (Canadian coin); Rural area; Cross-sectional study; Nursing; Environmental health; Psychology; Antibiotics; Geography; Economic growth","score_opus":0.11265434710576694,"score_gpt":0.32639293120475465,"score_spread":0.21373858409898772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011549525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8410868,0.06667775,0.017473083,0.06892122,0.0017212913,0.001101531,0.00025065293,0.000059106987,0.002708552],"genre_scores_gemma":[0.9973975,0.0004612882,0.0005148932,0.0012627864,0.00008290417,5.328024e-7,0.000011014359,0.000027924845,0.0002411723],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9959073,0.0010699446,0.0016554138,0.00030852464,0.000315711,0.00074309437],"domain_scores_gemma":[0.99720603,0.00020388259,0.0019260405,0.00022467418,0.00016625202,0.000273146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002539399,0.00022823169,0.00095327856,0.00016505706,0.0002674246,0.000027250373,0.0003876645,0.00016527135,0.00009023024],"category_scores_gemma":[0.00031530985,0.0001868713,0.00017100904,0.0005188206,0.00023561709,0.00023556502,0.000072397896,0.0007261209,0.0000047684625],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003223618,0.0026490863,0.50876737,0.020667987,0.0020104458,0.00046047862,0.2443828,0.0000637935,0.023539374,0.060025647,0.12603264,0.008176759],"study_design_scores_gemma":[0.016731802,0.0053201793,0.16328831,0.017673211,0.00008837824,0.00016178637,0.7269153,0.000023879034,0.010568658,0.00035261997,0.0573458,0.0015300915],"about_ca_topic_score_codex":0.00006750501,"about_ca_topic_score_gemma":0.00059469545,"teacher_disagreement_score":0.48253247,"about_ca_system_score_codex":0.0015745332,"about_ca_system_score_gemma":0.002000391,"threshold_uncertainty_score":0.76203907},"labels":[],"label_agreement":null},{"id":"W3012157331","doi":"10.1097/inf.0000000000002586","title":"Antibiotic Prescribing for Viral Respiratory Infections in the Pediatric Emergency Department and Urgent Care","year":2020,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Emergency department; Respiratory tract infections; Antibiotics; Pediatrics; Odds ratio; Pediatric emergency medicine; Emergency medicine; Internal medicine; Respiratory system","score_opus":0.014841523497288308,"score_gpt":0.2455704551388512,"score_spread":0.23072893164156288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012157331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644685,0.03253104,0.00030408136,0.0007530974,0.0010344528,0.0006733813,0.00005124959,0.00003946522,0.00014477766],"genre_scores_gemma":[0.99330443,0.0047554146,0.0000048012516,0.0005837781,0.0012792537,0.000016729702,0.0000086015,0.00001890377,0.00002808355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984705,0.00037946814,0.0004226458,0.00024169296,0.000082889455,0.0004028047],"domain_scores_gemma":[0.9991952,0.00019136515,0.00021877718,0.00018156276,0.000092955954,0.000120127734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035925297,0.00020187005,0.00019766514,0.00013062095,0.0010152314,0.000049530845,0.00022432028,0.00009982388,0.00008118805],"category_scores_gemma":[0.00036003982,0.000120927936,0.00019019436,0.00033621627,0.00006735687,0.00010279719,0.00006847448,0.0005241488,0.000034587396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012643887,0.00020664633,0.9886051,0.00018104973,0.00006769757,0.000021088874,0.0018221997,0.00014391307,0.00014553516,0.0001768837,0.008240894,0.00026256396],"study_design_scores_gemma":[0.005435834,0.0016806574,0.9698328,0.000029576417,0.0030767003,0.00040193158,0.003256366,0.000053355772,0.000097807046,0.0010359087,0.014264512,0.0008345952],"about_ca_topic_score_codex":0.000012519527,"about_ca_topic_score_gemma":0.000022176238,"teacher_disagreement_score":0.02883598,"about_ca_system_score_codex":0.000051294628,"about_ca_system_score_gemma":0.0002464828,"threshold_uncertainty_score":0.7808441},"labels":[],"label_agreement":null},{"id":"W3012172695","doi":"10.1186/s12916-020-1507-2","title":"Quantifying the economic cost of antibiotic resistance and the impact of related interventions: rapid methodological review, conceptual framework and recommendations for future studies","year":2020,"lang":"en","type":"letter","venue":"BMC Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"Public Health England; University of Oxford; Imperial College London; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; London School of Hygiene and Tropical Medicine; Bill and Melinda Gates Foundation","keywords":"Psychological intervention; Medicine; Health care; Rigour; Public economics; Economic evaluation; Conceptual framework; Government (linguistics); Economic impact analysis; Health economics; Cost–benefit analysis; Intensive care medicine; Risk analysis (engineering); Environmental health; Public health; Economic growth; Nursing; Economics","score_opus":0.23636349396046966,"score_gpt":0.4363321116110158,"score_spread":0.19996861765054616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012172695","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052654726,0.5646267,0.0009804583,0.43191242,0.0006672011,0.0010862964,0.00015750823,0.000011119677,0.000031744374],"genre_scores_gemma":[0.04441813,0.85530746,0.004977049,0.09157598,0.0013239207,0.000058962563,0.0007984439,0.000058642992,0.0014813978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680394,0.0016286036,0.0009949857,0.00034351271,0.000036246394,0.00019268747],"domain_scores_gemma":[0.9888494,0.009626306,0.0010412717,0.00036292183,0.00010694565,0.000013158394],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018838021,0.00025745403,0.0014603973,0.000052187097,0.00022657488,0.0000037805416,0.00026552804,0.0004410346,0.00018068358],"category_scores_gemma":[0.0034475494,0.000110460074,0.0003469904,0.00010961698,0.0040308237,0.000024801197,0.000098506855,0.001013433,0.0000027230808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004551183,0.000012462414,0.00018259176,0.0059957784,0.0019510081,0.0000023765313,0.0019051204,4.007924e-7,0.00018268678,0.004128642,0.98461366,0.00057016005],"study_design_scores_gemma":[0.014967634,0.002827571,0.003958692,0.14581129,0.009032888,0.00020415791,0.034993585,0.000018383473,0.0007291868,0.011750816,0.77464575,0.0010600211],"about_ca_topic_score_codex":0.000023501321,"about_ca_topic_score_gemma":0.000023954033,"teacher_disagreement_score":0.34033644,"about_ca_system_score_codex":0.000031255564,"about_ca_system_score_gemma":0.00007507754,"threshold_uncertainty_score":0.99867964},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3012433179","doi":"10.1038/s41429-020-0300-y","title":"Industry incentives and antibiotic resistance: an introduction to the antibiotic susceptibility bonus","year":2020,"lang":"en","type":"review","venue":"The Journal of Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Vetenskapsrådet; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Incentive; Business; Antibiotic resistance; Antibiotics; Stewardship (theology); Government (linguistics); Scarcity; Antibiotic Stewardship; Public economics; Marketing; Risk analysis (engineering); Economics; Political science; Market economy; Politics; Biology","score_opus":0.023913056342739263,"score_gpt":0.29755137861276393,"score_spread":0.27363832227002466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012433179","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006129727,0.9854534,0.00012231836,0.004877212,0.0023598245,0.00085766375,0.00008162882,0.00003576771,0.00008244879],"genre_scores_gemma":[0.058424514,0.9383748,0.00015868296,0.00024257216,0.0015058339,2.0944112e-8,0.000028080878,0.00007722041,0.0011882395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99507976,0.0019374292,0.0015503198,0.00058386166,0.00022365894,0.0006249514],"domain_scores_gemma":[0.9962762,0.00049426913,0.0016683474,0.0010947906,0.00031085845,0.00015552106],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0024051473,0.0006996421,0.0021598951,0.00023929778,0.00065896637,0.000121272395,0.0014380615,0.0014868049,0.000050242787],"category_scores_gemma":[0.00058313494,0.00035656552,0.0004278355,0.00085015915,0.0011118205,0.00021760674,0.0003679562,0.0045561297,0.00012380868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002039689,0.0017621347,0.0009610422,0.02601735,0.0065793092,0.0003700688,0.006180526,0.000032361608,0.0068658525,0.0029337427,0.14191703,0.8043409],"study_design_scores_gemma":[0.00039311495,0.00067663856,0.0005309803,0.0052267862,0.0027247667,0.0010776544,0.0013709662,7.926066e-7,0.0015477297,0.000032252778,0.98593074,0.00048756],"about_ca_topic_score_codex":0.000015010388,"about_ca_topic_score_gemma":0.000111273555,"teacher_disagreement_score":0.84401375,"about_ca_system_score_codex":0.00013671687,"about_ca_system_score_gemma":0.0005109311,"threshold_uncertainty_score":0.99988866},"labels":[],"label_agreement":null},{"id":"W3014276017","doi":"10.1007/s10728-019-00388-4","title":"Governing the Global Antimicrobial Commons: Introduction to Special Issue","year":2020,"lang":"en","type":"article","venue":"Health Care Analysis","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Public Health; Centre for Global Health Research; McMaster University; York University","funders":"Arts and Humanities Research Council; Canadian Institutes of Health Research; Norges Forskningsråd; Social Sciences and Humanities Research Council of Canada; Wellcome Trust","keywords":"Philosophy of medicine; Commons; Public health; Antimicrobial stewardship; Antimicrobial; Political science; Antibiotic resistance; Medicine; Law; Biology; Alternative medicine; Microbiology","score_opus":0.008321077921643013,"score_gpt":0.2667261060487382,"score_spread":0.2584050281270952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014276017","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21614592,0.015351179,0.0072487956,0.74735,0.004503759,0.0010477782,0.0008638329,0.00029416857,0.007194587],"genre_scores_gemma":[0.9727209,0.00017443996,0.00015679988,0.020411193,0.0056365496,0.0000022688025,0.0003385287,0.000009765365,0.0005495032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987959,0.00021347118,0.0002849862,0.00034014444,0.000050506154,0.00031496427],"domain_scores_gemma":[0.9994554,0.000026026562,0.00012357619,0.00026333836,0.0000733903,0.000058287136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012354659,0.00012532376,0.00036311525,0.000041863303,0.00045555743,0.000022436961,0.00021698062,0.00009507336,0.0009069582],"category_scores_gemma":[0.000061882485,0.00009203798,0.0001876812,0.0010952951,0.00007807545,0.000032136053,0.00007875839,0.00020022107,0.0014470508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019843174,0.000028672916,0.010363272,0.00006339097,0.0009948254,0.0000032680418,0.0052835895,0.00031000658,0.0007855745,0.00027230039,0.972898,0.00879864],"study_design_scores_gemma":[0.0002225267,0.00011499868,0.008860473,0.000009494104,0.0003801851,0.0000042406705,0.0031140514,0.0000054338016,0.0006046818,0.0000017054964,0.98656255,0.00011967985],"about_ca_topic_score_codex":0.00081762887,"about_ca_topic_score_gemma":0.0029909632,"teacher_disagreement_score":0.75657505,"about_ca_system_score_codex":0.00015176786,"about_ca_system_score_gemma":0.000107892854,"threshold_uncertainty_score":0.99933046},"labels":[],"label_agreement":null},{"id":"W3016084871","doi":"10.3389/fpubh.2020.00109","title":"Half of Prescribed Antibiotics Are Not Needed: A Pharmacist-Led Antimicrobial Stewardship Intervention and Clinical Outcomes in a Referral Hospital in Ethiopia","year":2020,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Psychological intervention; Cefepime; Clinical pharmacy; Intervention (counseling); Pharmacist; Audit; Emergency medicine; Antibiotics; Intensive care medicine; Pediatrics; Family medicine; Antibiotic resistance; Pharmacy; Nursing; Imipenem","score_opus":0.05917469482144442,"score_gpt":0.33558372157267663,"score_spread":0.2764090267512322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016084871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96911246,0.00072232785,0.00066262734,0.027028624,0.0017698657,0.0005640562,0.00006856679,0.000031677337,0.00003979924],"genre_scores_gemma":[0.99598396,0.00075831806,0.0009894449,0.0020472691,0.000028867698,0.0000011184849,0.000060110182,0.00001940487,0.00011148772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966204,0.0009225613,0.0013033553,0.00049310765,0.00006869175,0.0005918902],"domain_scores_gemma":[0.9991312,0.00009736824,0.00044510028,0.000188051,0.00004910211,0.000089178844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014050164,0.00021997152,0.0010121327,0.00032328418,0.000048074395,0.00002180927,0.0002823024,0.00042122995,0.000015796326],"category_scores_gemma":[0.00059474254,0.00020580387,0.00014550515,0.00040339018,0.00033528186,0.00018009265,0.00014239314,0.0009378924,0.0000064452893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049244356,0.0010569206,0.9846115,0.00043012237,0.000117494375,0.000022990722,0.0026782916,0.0000012951025,0.0003204501,0.00011757575,0.0072133336,0.0029375853],"study_design_scores_gemma":[0.011310502,0.0007868683,0.9770697,0.0005273798,0.000018946057,0.0000058961355,0.005116123,0.00021287327,0.0009171418,0.00003143902,0.00366397,0.00033918308],"about_ca_topic_score_codex":0.0010396454,"about_ca_topic_score_gemma":0.0008288174,"teacher_disagreement_score":0.026871523,"about_ca_system_score_codex":0.00011559665,"about_ca_system_score_gemma":0.00026828688,"threshold_uncertainty_score":0.8392438},"labels":[],"label_agreement":null},{"id":"W3016194606","doi":"10.1017/ice.2020.40","title":"Applying behavioral frameworks to antimicrobial stewardship","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Hamadan University of Medical Sciences","keywords":"Antimicrobial stewardship; Stewardship (theology); Content (measure theory); Action (physics); Antimicrobial; Microbiology; Biology; Mathematics; Political science; Antibiotics","score_opus":0.02222574534268878,"score_gpt":0.2851515925775982,"score_spread":0.2629258472349094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016194606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285163,0.0016073707,0.045579698,0.021266622,0.0016445427,0.0008429111,0.000039995422,0.00020734557,0.00029521284],"genre_scores_gemma":[0.9830891,0.00012572756,0.00026940485,0.016102033,0.00023162235,0.0000477006,0.000020030115,0.000015765621,0.000098606586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983569,0.00031348184,0.00041288242,0.0004566628,0.00001713471,0.0004429623],"domain_scores_gemma":[0.999191,0.00037842884,0.00013689454,0.00013221138,0.000056507386,0.00010500019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032424825,0.00020605906,0.0005924043,0.000057748377,0.00022443647,0.00001147194,0.00009497512,0.0006844115,0.00011007334],"category_scores_gemma":[0.0005668184,0.00017620245,0.00012476991,0.00011549683,0.0002083166,0.00007319743,0.00006585504,0.00067699765,0.0004231028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097258977,0.0004437233,0.78034,0.0001168761,0.00047289854,0.000025979884,0.001202706,0.00030515922,0.09235467,0.00760347,0.043617748,0.07254414],"study_design_scores_gemma":[0.008136757,0.0067386236,0.5635091,0.00020007645,0.00044210118,0.00013650788,0.00029327945,0.00030082912,0.004629543,0.0013573207,0.41261932,0.0016365191],"about_ca_topic_score_codex":0.00039329627,"about_ca_topic_score_gemma":0.000033354336,"teacher_disagreement_score":0.36900157,"about_ca_system_score_codex":0.000017152011,"about_ca_system_score_gemma":0.00002274135,"threshold_uncertainty_score":0.71853274},"labels":[],"label_agreement":null},{"id":"W3016902256","doi":"10.1097/inf.0000000000002532","title":"Risk Factors for Carriage of Antibiotic-resistant Bacteria in Healthy Children in the Community","year":2020,"lang":"en","type":"review","venue":"The Pediatric Infectious Disease Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Carriage; Antibiotics; Antibiotic resistance; Medicine; Bacteria; Microbiology; Biology; Genetics","score_opus":0.019576606584468772,"score_gpt":0.28522657691473186,"score_spread":0.2656499703302631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016902256","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2685305,0.728902,0.000011807284,0.000053138112,0.00056025514,0.0011083895,0.00079261715,0.000012913123,0.000028413102],"genre_scores_gemma":[0.2649877,0.7345708,0.0000029879122,0.000039385544,0.00026103502,0.000006875236,0.00009301742,0.00002911317,0.000009098058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99385756,0.004248705,0.0011026884,0.00022209203,0.000086363114,0.00048256066],"domain_scores_gemma":[0.9959222,0.002106999,0.001327755,0.00051703077,0.00005602783,0.000069957045],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016686001,0.00042037937,0.0013702722,0.00031684845,0.0007345142,0.000042832587,0.0009139644,0.00032908653,0.000037053127],"category_scores_gemma":[0.0007910641,0.0002136737,0.0007377733,0.000611419,0.00018346567,0.000052775456,0.00011024554,0.002770062,0.000016802265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038116209,0.0058749965,0.868837,0.034498423,0.0036729674,0.00015295736,0.010950174,0.000051892093,0.000016845901,0.00046792542,0.007582032,0.064083196],"study_design_scores_gemma":[0.009203657,0.0032594719,0.7942649,0.006099988,0.018713407,0.00094474305,0.0025374836,0.0000030417837,0.000004350043,0.0011190635,0.1617488,0.0021010833],"about_ca_topic_score_codex":0.00067165383,"about_ca_topic_score_gemma":0.0002687567,"teacher_disagreement_score":0.15416677,"about_ca_system_score_codex":0.00014540099,"about_ca_system_score_gemma":0.0007965017,"threshold_uncertainty_score":0.9995306},"labels":[],"label_agreement":null},{"id":"W3018305045","doi":"10.3390/antibiotics9050219","title":"Antibiotics: A Bibliometric Analysis of Top 100 Classics","year":2020,"lang":"en","type":"review","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scopus; Web of science; Citation; Citation analysis; Library science; Analytics; Field (mathematics); Bibliometrics; MEDLINE; Data science; Computer science; Political science; Mathematics; Law","score_opus":0.04374993084047576,"score_gpt":0.3303716085249004,"score_spread":0.28662167768442465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018305045","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017714455,0.99534553,0.000544582,0.000031795822,0.0010165109,0.0004866982,0.00070436124,0.00011130228,0.001582084],"genre_scores_gemma":[0.004372099,0.9918448,0.00033987826,0.00006905133,0.00009547144,6.459314e-8,0.0010433606,0.000094160176,0.0021411486],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961359,0.00035981863,0.0016622761,0.0009391958,0.00017291383,0.0007299328],"domain_scores_gemma":[0.99659175,0.00062237016,0.001368151,0.0011040192,0.00022242531,0.00009127888],"candidate_categories":["metaepi_narrow","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.00034481316,0.00080160215,0.005229416,0.04676046,0.00015486655,0.000049501643,0.0010372692,0.0016450095,0.00039847795],"category_scores_gemma":[0.00030528178,0.0006347551,0.0021906523,0.15718263,0.00058073393,0.00007525544,0.00034849395,0.0009768357,0.0009921787],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026268126,0.000547203,0.0013262464,0.018621454,0.028610142,0.00012527703,0.00011829184,0.0000031116015,0.00023224353,0.0017905546,0.007378742,0.94122046],"study_design_scores_gemma":[0.0002584338,0.00018157029,0.0003208359,0.0037225734,0.02972092,0.000027356804,0.000046643232,0.000010542296,0.00082486676,0.0000068211452,0.9642172,0.00066226907],"about_ca_topic_score_codex":0.000045382123,"about_ca_topic_score_gemma":0.000017463348,"teacher_disagreement_score":0.9568384,"about_ca_system_score_codex":0.00007682765,"about_ca_system_score_gemma":0.00049738586,"threshold_uncertainty_score":0.99978566},"labels":[],"label_agreement":null},{"id":"W3022193873","doi":"10.1093/jac/dkaa154","title":"The use of theory in the development and evaluation of behaviour change interventions to improve antimicrobial prescribing: a systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Systematic review; Grey literature; Protocol (science); Theory of change; Psychology; Behaviour change; Theory of planned behavior; Intervention (counseling); MEDLINE; Medicine; Applied psychology; Medical education; Alternative medicine; Computer science; Psychiatry; Artificial intelligence; Sociology","score_opus":0.13485141334495485,"score_gpt":0.35739921276358605,"score_spread":0.2225477994186312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022193873","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025561284,0.9931121,0.00006926683,0.00053655915,0.0003564201,0.0033163968,0.000045578872,0.0000032805308,0.0000043009222],"genre_scores_gemma":[0.0018793237,0.99726325,0.00023982607,0.00044500682,0.00004249516,0.000024643856,0.000014728746,0.000030529576,0.00006018789],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9952259,0.001784912,0.0023897653,0.00021569843,0.00016109577,0.00022263988],"domain_scores_gemma":[0.9960697,0.00047872553,0.0027095508,0.0003479546,0.00037039947,0.000023646675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004202184,0.00032485116,0.00220057,0.00018997917,0.000107404216,0.000035554396,0.0006529136,0.00023698942,0.000014732469],"category_scores_gemma":[0.00038447435,0.00016570638,0.0007311461,0.0003263013,0.00018055213,0.00010112593,0.000080867125,0.0005011973,0.0000047413487],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027590297,0.0006500542,0.000014150917,0.8033527,0.0020540627,0.0000110442425,0.004647297,4.6672136e-7,0.004822894,0.00009216811,0.0053205555,0.17875868],"study_design_scores_gemma":[0.0012042372,0.00028390234,0.00004845815,0.895424,0.0057117944,0.00036590948,0.0001980844,3.4269564e-7,0.0032031725,0.0000053394183,0.09324322,0.00031152478],"about_ca_topic_score_codex":0.000009241897,"about_ca_topic_score_gemma":0.00002320992,"teacher_disagreement_score":0.17844716,"about_ca_system_score_codex":0.00007794458,"about_ca_system_score_gemma":0.00039345145,"threshold_uncertainty_score":0.675731},"labels":[],"label_agreement":null},{"id":"W3022535256","doi":"10.5539/gjhs.v12n7p38","title":"The Prevalence of Self-Medication With Painkillers Among Iraqi Medical Students","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Self-medication; Family medicine; Population; Significant difference; Analgesic; Psychiatry; Internal medicine; Environmental health","score_opus":0.008982698327221374,"score_gpt":0.2943300694546125,"score_spread":0.2853473711273911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022535256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98400265,0.0057085976,0.00072155125,0.008886746,0.0004180195,0.00011906881,0.0000032649498,0.000009472677,0.00013061869],"genre_scores_gemma":[0.99690825,0.0021044905,0.00015775047,0.00078200246,0.000022499542,2.2075314e-7,1.8349942e-7,0.0000016385121,0.000022996357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984084,0.00012011607,0.0004880351,0.00013618363,0.0005665038,0.00028076788],"domain_scores_gemma":[0.99881476,0.000060216265,0.0006785987,0.000118296084,0.00019982427,0.00012831776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026828933,0.00006738438,0.00018289962,0.000020659501,0.00031404206,0.000015519228,0.0012896181,0.000053378513,0.000025711908],"category_scores_gemma":[0.00023758762,0.000034638444,0.000033794506,0.00036704924,0.0014666292,0.00011566627,0.00009044983,0.00021472304,0.000008704661],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001591888,0.00012685097,0.9880604,0.00022255878,0.00006648343,0.000013008941,0.00058560254,0.0000071782747,0.00037429944,0.0005587332,0.0031436551,0.006682053],"study_design_scores_gemma":[0.000742441,0.00078728545,0.99452305,0.0003920782,0.000021095078,0.00019760142,0.0006762053,0.00001768077,0.0004040666,0.000029239705,0.002151985,0.00005729208],"about_ca_topic_score_codex":0.000019461882,"about_ca_topic_score_gemma":0.000009164418,"teacher_disagreement_score":0.012905557,"about_ca_system_score_codex":0.00007002437,"about_ca_system_score_gemma":0.001526821,"threshold_uncertainty_score":0.54038566},"labels":[],"label_agreement":null},{"id":"W3022641155","doi":"10.9778/cmajo.20190175","title":"Unnecessary antibiotic prescribing in a Canadian primary care setting: a descriptive analysis using routinely collected electronic medical record data","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Trillium Health Centre; University of Toronto; University Health Network; Toronto East General Hospital; Ottawa Hospital; Toronto Western Hospital; Sunnybrook Health Science Centre","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Bronchitis; Medical prescription; Sinusitis; Antibiotics; Medical record; Acute otitis media; Pediatrics; Primary care; Emergency medicine; Otitis; Internal medicine; Family medicine; Surgery","score_opus":0.04194708818658859,"score_gpt":0.28066955840607444,"score_spread":0.23872247021948584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022641155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98360956,0.006860233,0.0004283942,0.0016676696,0.00021585241,0.0010249256,0.00033359326,0.000060718143,0.00579904],"genre_scores_gemma":[0.99631035,0.00012312624,0.0003851221,0.0011168455,0.00003447391,0.0000019635977,0.0016953549,0.000026428252,0.00030633458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973643,0.00039051851,0.00046461326,0.0007954261,0.00008235854,0.0009027876],"domain_scores_gemma":[0.99892855,0.000082553255,0.00015054154,0.0005809493,0.000077081226,0.00018035072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004534806,0.0002295223,0.0006367814,0.00025166973,0.0003032338,0.00008560452,0.0017617671,0.00034918456,0.00048384664],"category_scores_gemma":[0.0003669444,0.00021584878,0.00007639509,0.0015522552,0.0001394887,0.00027501892,0.00088039704,0.0006372796,0.00005503426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010350946,0.00021087649,0.9375324,0.0004050057,0.004283004,0.0007372197,0.015211773,0.000121485355,0.02192937,0.00026730666,0.01128319,0.0069832737],"study_design_scores_gemma":[0.018107994,0.0012920586,0.7775299,0.003786286,0.0069014085,0.00024564232,0.04571565,0.027550567,0.012566211,0.00008909029,0.101603344,0.0046118577],"about_ca_topic_score_codex":0.4250405,"about_ca_topic_score_gemma":0.775137,"teacher_disagreement_score":0.3500965,"about_ca_system_score_codex":0.00051803706,"about_ca_system_score_gemma":0.003980957,"threshold_uncertainty_score":0.88020575},"labels":[],"label_agreement":null},{"id":"W3022687712","doi":"","title":"Survey of antimicrobial stewardship practices in public hospitals in New Zealand district health boards.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Health","funders":"","keywords":"Medicine; Antimicrobial stewardship; Audit; Family medicine; Pharmacist; Antibiotic resistance; Antibiotics; Pharmacy","score_opus":0.05778795100841155,"score_gpt":0.2904706626020026,"score_spread":0.23268271159359105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022687712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99145234,0.0022717782,0.0000039639567,0.0043054475,0.0005405121,0.00051016326,0.000070229995,0.000013615085,0.00083192735],"genre_scores_gemma":[0.99628925,0.0006656364,0.000012626616,0.00008529547,0.00002114864,0.000011668481,0.000067448585,0.000010764183,0.0028361676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983455,0.00032196924,0.00043128486,0.0002918218,0.00004107543,0.0005683826],"domain_scores_gemma":[0.9983309,0.00015450128,0.00096087804,0.00046089885,0.0000431323,0.000049726408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015724957,0.00013300985,0.0004393858,0.00013916305,0.000112603695,0.000053857686,0.00047046665,0.00018825808,0.000017958186],"category_scores_gemma":[0.0015639643,0.00011448594,0.000044657965,0.00014403585,0.00019713998,0.00025787097,0.00010851117,0.0002674245,0.000016620797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014001968,0.00018523425,0.9653163,0.000041661468,0.000042961157,0.0000062366735,0.00012467417,2.382088e-7,0.00017501469,0.000048515136,0.010057004,0.02386214],"study_design_scores_gemma":[0.0015516131,0.00003031063,0.9934474,0.000040413623,0.0000046984733,0.0000036775664,0.000026788519,1.760464e-7,0.0012027741,0.000016101241,0.0035591356,0.00011690927],"about_ca_topic_score_codex":0.03415172,"about_ca_topic_score_gemma":0.03568623,"teacher_disagreement_score":0.028131103,"about_ca_system_score_codex":0.000056703124,"about_ca_system_score_gemma":0.00034891997,"threshold_uncertainty_score":0.98191},"labels":[],"label_agreement":null},{"id":"W3022744498","doi":"","title":"Antibiotic Consumption in the Latvian Teaching Hospital 2000-2008 Section B Natural, exact, and applied sciences =","year":2009,"lang":"en","type":"article","venue":"Proceedings of the Latvian Academy of Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Penicillin; Medicine; Defined daily dose; Antibiotic resistance; Quarter (Canadian coin); Consumption (sociology); Pediatrics; Internal medicine; Biology; Microbiology; Geography","score_opus":0.013635278091656627,"score_gpt":0.2539040762088906,"score_spread":0.24026879811723398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022744498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98999596,0.0021396624,5.4992864e-7,0.0033889539,0.00015546856,0.00025331663,0.0000014377523,0.000016401553,0.0040482455],"genre_scores_gemma":[0.99914414,0.00019734526,0.00018019442,0.00029152268,0.000033114382,4.3057148e-7,2.1583392e-7,0.0000026092996,0.00015041893],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989408,0.000028130438,0.00028731153,0.00031176963,0.00014375009,0.00028823086],"domain_scores_gemma":[0.9995326,0.00008347159,0.00031905083,0.000034066194,0.000019345798,0.0000114754275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013901773,0.00013123987,0.0002106611,0.00015065054,0.0006510671,0.00004428358,0.0007063175,0.00015789646,0.0000049845953],"category_scores_gemma":[0.00008883905,0.000070577495,0.000044131255,0.00047365937,0.0024084165,0.00030786055,0.000060065853,0.00048980385,0.0000031288027],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004438594,0.00012961368,0.13040522,0.000091100526,0.000020118554,8.2563176e-8,0.0038576543,0.0000054148104,0.82492155,0.03593065,0.0010470044,0.003547226],"study_design_scores_gemma":[0.0004351289,0.0003284482,0.80361617,0.000383457,0.00003387106,0.00004251343,0.0032962724,0.00003083816,0.18764558,0.0035793385,0.0004085115,0.00019987123],"about_ca_topic_score_codex":0.000017467737,"about_ca_topic_score_gemma":0.0000022990332,"teacher_disagreement_score":0.6732109,"about_ca_system_score_codex":0.000014098651,"about_ca_system_score_gemma":0.000023352259,"threshold_uncertainty_score":0.8873911},"labels":[],"label_agreement":null},{"id":"W3023071855","doi":"10.1186/s13643-020-01359-w","title":"Systematic review of patient-oriented interventions to reduce unnecessary use of antibiotics for upper respiratory tract infections","year":2020,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McMaster University; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Medical prescription; Psychological intervention; CINAHL; Respiratory tract infections; MEDLINE; Meta-analysis; Randomized controlled trial; Cochrane Library; Antibiotics; Intensive care medicine; Internal medicine; Nursing; Respiratory system","score_opus":0.08315843111110656,"score_gpt":0.3681885382830939,"score_spread":0.28503010717198735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023071855","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000036873123,0.95613587,0.0011551436,0.00002547683,0.0009730825,0.041134216,0.00049122464,0.000038355636,0.000042925756],"genre_scores_gemma":[0.000019889701,0.9979377,0.0004515666,0.00015753885,0.000027606467,0.0005314041,0.00023083668,0.000082155,0.00056134997],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98493737,0.004646045,0.009254314,0.00063896715,0.00015071878,0.00037259958],"domain_scores_gemma":[0.987753,0.0020227123,0.008013929,0.0016409613,0.0004852384,0.000084178566],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025312556,0.0007818309,0.0137447035,0.0004124029,0.00012394675,0.000018590714,0.0006114131,0.00050419325,0.00008093874],"category_scores_gemma":[0.0130142225,0.00047843903,0.004549219,0.001083339,0.00013738005,0.00012349171,0.0001519943,0.00039463374,0.00041355198],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038218764,0.00042589346,0.0000012095932,0.9909418,0.0011629919,0.0000018416303,0.00009269582,7.3884e-8,0.000021690428,0.00054377137,0.0055114543,0.001292763],"study_design_scores_gemma":[0.000096749885,0.00032061065,1.5548578e-7,0.6509999,0.008922792,0.000041910505,0.00004566103,9.362258e-8,0.000028401839,0.000001459932,0.33929077,0.0002515297],"about_ca_topic_score_codex":0.000008574586,"about_ca_topic_score_gemma":0.0000034229136,"teacher_disagreement_score":0.33994192,"about_ca_system_score_codex":0.00011756893,"about_ca_system_score_gemma":0.00027254046,"threshold_uncertainty_score":0.9997667},"labels":[],"label_agreement":null},{"id":"W3024446752","doi":"10.1093/jac/dkaa141","title":"Determination of the time-dependent association between ciprofloxacin consumption and ciprofloxacin resistance using a weighted cumulative exposure model compared with standard models","year":2020,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; Ministerie van Volksgezondheid, Welzijn en Sport; International Society for Pharmacoepidemiology","keywords":"Ciprofloxacin; Medicine; Logistic regression; Population; Conditional logistic regression; Standard error; Internal medicine; Statistics; Surgery; Antibiotics; Confidence interval; Biology; Mathematics; Environmental health; Microbiology","score_opus":0.023342215636816332,"score_gpt":0.2487707520338661,"score_spread":0.22542853639704977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024446752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482701,0.00041777914,0.04969598,0.0011679565,0.00006055816,0.00025946958,0.00008688906,0.000010870839,0.000030413634],"genre_scores_gemma":[0.99505097,0.00018763648,0.0041303816,0.00025746634,0.000043666598,2.76556e-7,0.000006747036,0.000021535867,0.00030130704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873406,0.00018627562,0.000567652,0.00017987109,0.00014604583,0.00018606926],"domain_scores_gemma":[0.99819195,0.00007940521,0.0012212252,0.00011399645,0.0003636192,0.000029829527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032461836,0.00017789083,0.0005238846,0.000066289846,0.0001520131,0.000020804733,0.00017288278,0.00020758054,0.0000145491995],"category_scores_gemma":[0.000021389249,0.000119893,0.000104909996,0.00014069487,0.0001455288,0.00022326462,0.000027380876,0.00031553378,0.0000015561538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024388784,0.00005667096,0.013101511,0.0000984192,0.0003779958,0.0000022364054,0.0030118292,0.0009629337,0.9792585,0.0000266183,0.00046764038,0.0001967935],"study_design_scores_gemma":[0.0075472654,0.00033248554,0.0024957485,0.0007562309,0.00036120208,0.000016634152,0.0002020658,0.006321758,0.9811647,0.0003482208,0.00015804416,0.00029563843],"about_ca_topic_score_codex":0.0000048886013,"about_ca_topic_score_gemma":0.000006349875,"teacher_disagreement_score":0.0467809,"about_ca_system_score_codex":0.00014541531,"about_ca_system_score_gemma":0.00014461594,"threshold_uncertainty_score":0.48890945},"labels":[],"label_agreement":null},{"id":"W3025253442","doi":"10.1186/s13063-020-04303-4","title":"An antibiotic stewardship programme to reduce inappropriate antibiotic prescribing for acute respiratory infections in rural Chinese primary care facilities: study protocol for a clustered randomised controlled trial","year":2020,"lang":"en","type":"article","venue":"Trials","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Intensive care medicine; Antibiotic resistance; Psychological intervention; Respiratory tract infections; Antibiotics; Randomized controlled trial; Medical record; Family medicine; Nursing; Internal medicine","score_opus":0.08726786655763842,"score_gpt":0.38566082969481225,"score_spread":0.29839296313717384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025253442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5268503,0.00008006747,0.00048850296,0.000117566684,0.00049016776,0.47157693,0.00020089453,0.00014378071,0.00005181153],"genre_scores_gemma":[0.8093079,0.0000018176626,0.00030489286,0.00020349538,0.00044720198,0.18923871,0.00014309103,0.00006633666,0.00028659654],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9936373,0.0024869922,0.0020909738,0.0008431402,0.0001161444,0.000825442],"domain_scores_gemma":[0.996911,0.0014577638,0.00068131264,0.00052358024,0.0002856725,0.0001406976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034986814,0.0005395121,0.0027949223,0.00025537217,0.00038699247,0.00012615987,0.000449121,0.00042125798,0.000023987246],"category_scores_gemma":[0.003996903,0.0003844917,0.00063684536,0.00039557728,0.00012946643,0.00021966024,0.000091939655,0.00031653073,0.000018474115],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8637515,0.0019539506,0.0009528258,0.0008788969,0.0011194873,0.0000061275623,0.008898743,0.00003719568,0.11998454,0.000014917515,0.00026951474,0.0021323084],"study_design_scores_gemma":[0.9649922,0.017520467,0.00053686183,0.00026737413,0.0005923057,0.0000024072822,0.0065967627,0.000023782633,0.007723253,0.0000226571,0.0011943564,0.0005275628],"about_ca_topic_score_codex":0.00008207327,"about_ca_topic_score_gemma":0.00015051145,"teacher_disagreement_score":0.2824576,"about_ca_system_score_codex":0.00014401917,"about_ca_system_score_gemma":0.000564482,"threshold_uncertainty_score":0.9998607},"labels":[],"label_agreement":null},{"id":"W3026423035","doi":"10.1093/cid/ciaa570","title":"Significant Regional Differences in Antibiotic Use Across 576 US Hospitals and 11 701 326 Adult Admissions, 2016–2017","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Antibiotics; MEDLINE; Intensive care medicine; Microbiology","score_opus":0.05175352741501267,"score_gpt":0.32723015296140934,"score_spread":0.2754766255463967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026423035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935076,0.0040257024,0.00003209861,0.0012942724,0.00050713395,0.00027911115,0.00017168549,0.00012428402,0.00005806475],"genre_scores_gemma":[0.9918061,0.0052390015,0.0000073445917,0.0022954182,0.00011915758,0.0000037458556,0.000056958426,0.000018050934,0.00045423635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978523,0.0003532455,0.0006490521,0.00064704515,0.000055529476,0.00044282578],"domain_scores_gemma":[0.99813616,0.0009990294,0.00022258956,0.00026993814,0.000087520115,0.00028474134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013518386,0.0002574553,0.00062716985,0.000038997234,0.0002633973,0.00006675488,0.0002030196,0.00036129134,0.00011013844],"category_scores_gemma":[0.0025967425,0.00019322307,0.0002007395,0.00014992592,0.0008654564,0.00015901525,0.00015444023,0.00038285114,0.00018683106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014475908,0.0005949465,0.9836453,0.00006763437,0.00010768902,0.00006406442,0.00012111087,0.0000010653756,0.00051408453,0.0001642064,0.013757419,0.0008177256],"study_design_scores_gemma":[0.0016896211,0.0004969683,0.9940024,0.00026876185,0.0000802025,0.0000075462553,0.00024176331,0.000014105735,0.00015476046,0.00010923918,0.002641647,0.0002929546],"about_ca_topic_score_codex":0.00023519549,"about_ca_topic_score_gemma":0.00011392587,"teacher_disagreement_score":0.011115773,"about_ca_system_score_codex":0.000014570908,"about_ca_system_score_gemma":0.00019220471,"threshold_uncertainty_score":0.7879408},"labels":[],"label_agreement":null},{"id":"W3029751376","doi":"","title":"War on drug resistance: Policy interventions to tackle antibiotic misuse in Canada","year":2020,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Antibiotic resistance; Drug resistance; Resistance (ecology); Drug; Medicine; Business; Political science; Antibiotics; Public administration; Nursing; Psychiatry; Microbiology; Biology","score_opus":0.012309039182398087,"score_gpt":0.21803238345269382,"score_spread":0.20572334427029573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029751376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777163,0.00065161206,0.00007638487,0.011102294,0.00030691174,0.00027871842,0.00013150719,0.00005973771,0.009676519],"genre_scores_gemma":[0.97744304,0.00012616992,0.00003653727,0.0013969052,0.000027118138,1.265144e-7,0.00003684875,0.0000140235525,0.020919215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886775,0.00013001589,0.00019089777,0.00038163186,0.000053273703,0.00037640167],"domain_scores_gemma":[0.99947935,0.00006203789,0.00006786588,0.00024887925,0.000040773746,0.00010110831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000470974,0.0001714889,0.00025775636,0.00026718984,0.00014894335,0.000006523925,0.00040426652,0.0000962327,0.00023102234],"category_scores_gemma":[0.00007065669,0.00018227601,0.000106980355,0.0009183751,0.00007139114,0.0000734584,0.0001070542,0.00029149745,0.00040395718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011949466,0.0002997691,0.2959842,0.00040851987,0.0001867976,0.0009559647,0.00029583098,0.00019487775,0.0010721296,0.004705969,0.6941449,0.0005561028],"study_design_scores_gemma":[0.0030398765,0.00015723665,0.0116943205,0.00087472354,0.00007619257,2.042823e-8,0.03166436,0.000004342361,0.032132007,0.000033170843,0.91968733,0.00063640345],"about_ca_topic_score_codex":0.23212788,"about_ca_topic_score_gemma":0.9912405,"teacher_disagreement_score":0.75911266,"about_ca_system_score_codex":0.00045395058,"about_ca_system_score_gemma":0.00057351857,"threshold_uncertainty_score":0.77298546},"labels":[],"label_agreement":null},{"id":"W3029962048","doi":"10.1016/j.sapharm.2020.05.021","title":"Is the paradigm of community pharmacy practice expected to shift due to COVID-19?","year":2020,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Paradigm shift; Pharmacy; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Community pharmacy; Medicine; Virology; Family medicine; Internal medicine; Infectious disease (medical specialty); Epistemology; Philosophy","score_opus":0.424415803442404,"score_gpt":0.5420148708035619,"score_spread":0.11759906736115794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029962048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64571965,0.0009876435,0.0001604819,0.3491548,0.000062281026,0.0008085144,0.0002565666,0.000023242686,0.0028268201],"genre_scores_gemma":[0.9859475,0.00016551251,0.00003191695,0.013590982,0.00009304455,0.000031646818,0.000014347219,0.00000845776,0.00011661553],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961418,0.0027509746,0.00029860972,0.00023621436,0.00013960614,0.00043278286],"domain_scores_gemma":[0.9977568,0.0016831313,0.00007977431,0.0001387098,0.00012131731,0.00022027401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011863827,0.00014578915,0.00029119378,0.00005852911,0.0009737812,0.000033085802,0.00045427834,0.000055395274,0.00033118523],"category_scores_gemma":[0.0010957819,0.00010961406,0.00005669592,0.00086021615,0.00072499714,0.00010813465,0.00028652922,0.0010128672,0.00010450024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018757805,0.0026342403,0.015059891,0.00082655967,0.0010397353,0.00044646935,0.5474772,0.0000034363711,0.15324892,0.04177147,0.20353933,0.015194935],"study_design_scores_gemma":[0.004781994,0.000823169,0.012717071,0.00006272564,0.00005068104,0.000034386296,0.06338042,0.0000044137078,0.08558318,0.0024648742,0.82973415,0.0003629146],"about_ca_topic_score_codex":0.0019207017,"about_ca_topic_score_gemma":0.00018754906,"teacher_disagreement_score":0.62619483,"about_ca_system_score_codex":0.000062403975,"about_ca_system_score_gemma":0.00062759384,"threshold_uncertainty_score":0.74896365},"labels":[],"label_agreement":null},{"id":"W3030768942","doi":"10.3389/fsoc.2020.00041","title":"Barriers and Facilitators to Implementation of Antibiotic Stewardship Programmes in Hospitals in Developed Countries: Insights From Transnational Studies","year":2020,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Ottawa; Sinai Health System; Ottawa Hospital; University Health Network","funders":"Chief Scientist Office, Scottish Government Health and Social Care Directorate; Norges Forskningsråd; Joint Programming Initiative on Antimicrobial Resistance; Scottish Government","keywords":"Stewardship (theology); Context (archaeology); Antimicrobial stewardship; Inclusion (mineral); MEDLINE; Scale (ratio); Antibiotic Stewardship; Health care; Medicine; Healthcare system; Political science; Public relations; Medical education; Psychology; Geography; Antibiotic resistance","score_opus":0.021026618817698784,"score_gpt":0.32907600195249587,"score_spread":0.3080493831347971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030768942","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12718797,0.87039673,0.000062848834,0.00027121842,0.0007151429,0.0010487911,0.00029908164,0.000011937776,0.0000062906097],"genre_scores_gemma":[0.109630495,0.88914454,0.00076630595,0.00007372722,0.0000126226105,0.00004790836,0.00028670373,0.00002031854,0.000017380855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972039,0.00074380083,0.0010503081,0.000582808,0.000051387036,0.00036778764],"domain_scores_gemma":[0.9991576,0.000357646,0.00027045805,0.00012854904,0.00005023014,0.00003551833],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029353407,0.0003587965,0.0022592698,0.0004651193,0.000049360824,0.000004511765,0.00023403125,0.00071584084,0.00002236459],"category_scores_gemma":[0.00016285844,0.00030669087,0.0001156975,0.00034919148,0.001003183,0.00006117442,0.000071824354,0.00044515563,0.000006210196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035842796,0.00012459623,0.402877,0.015093818,0.0039283657,0.00012249366,0.15843697,0.0000032573034,0.000047611706,0.005796986,0.0034896063,0.40972087],"study_design_scores_gemma":[0.0046261586,0.00069911766,0.04163245,0.0063747135,0.0005094863,0.0000052752684,0.16956362,7.1103443e-7,0.00013783328,0.0036571892,0.77145416,0.0013393204],"about_ca_topic_score_codex":0.000118785145,"about_ca_topic_score_gemma":0.00071371434,"teacher_disagreement_score":0.76796454,"about_ca_system_score_codex":0.000284539,"about_ca_system_score_gemma":0.0005679528,"threshold_uncertainty_score":0.99993855},"labels":[],"label_agreement":null},{"id":"W3032955587","doi":"10.25561/71269","title":"WHO competency framework for health workers’ education and training on antimicrobial resistance","year":2018,"lang":"en","type":"article","venue":"Spiral (Imperial College London)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Université de Genève; Université de Lorraine; Fudan University; University of Cape Town; Public Health England; Monash University; University of Dundee; Imperial College London; Tribhuvan University; Inyuvesi Yakwazulu-Natali; University of Ottawa; Public Health Agency of Canada; Public Health Agency","keywords":"Training (meteorology); Medical education; Antibiotic resistance; Medicine; Geography","score_opus":0.01650902811863343,"score_gpt":0.28473198761982055,"score_spread":0.26822295950118713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032955587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97369444,0.0031522769,0.0010008271,0.0072555216,0.0072751855,0.0012952897,0.0003504289,0.00013167098,0.0058443565],"genre_scores_gemma":[0.9802526,0.00013109339,0.0069586667,0.0038947288,0.0010464719,0.000019914634,0.000056965462,0.000036527188,0.0076030297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983804,0.0001360156,0.0003857214,0.0004953139,0.00004508797,0.0005574271],"domain_scores_gemma":[0.9992078,0.00015332177,0.00018875928,0.00028623838,0.00010412124,0.0000597785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026193942,0.0002487158,0.00048940524,0.0000958885,0.0008014707,0.000034502147,0.00019768967,0.0004165274,0.000118936674],"category_scores_gemma":[0.00013852913,0.0002244352,0.00010061661,0.00020129164,0.00048750913,0.000083840416,0.000042436066,0.00031889568,0.000086097316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0089651495,0.00063410925,0.0015871851,0.00047426252,0.00029423836,0.0000056350136,0.006450017,4.460039e-7,0.06666177,0.6826501,0.22063322,0.011643891],"study_design_scores_gemma":[0.010985178,0.005774523,0.017717283,0.005354986,0.00014454649,0.00008675658,0.0053841514,0.000005403149,0.05505324,0.025610425,0.8719575,0.0019260318],"about_ca_topic_score_codex":0.000039515082,"about_ca_topic_score_gemma":0.00033387,"teacher_disagreement_score":0.65703964,"about_ca_system_score_codex":0.00006513419,"about_ca_system_score_gemma":0.0006024992,"threshold_uncertainty_score":0.9152202},"labels":[],"label_agreement":null},{"id":"W3034061996","doi":"10.1186/s12961-020-00549-1","title":"Strengthening the science of addressing antimicrobial resistance: a framework for planning, conducting and disseminating antimicrobial resistance intervention research","year":2020,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; McMaster University; Impact; Ottawa Public Health; Centre for Global Health Research; University of Ottawa","funders":"Norges Forskningsråd","keywords":"Psychological intervention; Dissemination; Intervention (counseling); Health services research; Health policy; Resistance (ecology); Science policy; Public relations; Political science; Medicine; Business; Public health; Public administration; Nursing; Biology","score_opus":0.48226134274532295,"score_gpt":0.5613979150735028,"score_spread":0.07913657232817983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034061996","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011743316,0.9935028,0.00024977035,0.0011978875,0.00047364662,0.0027603952,0.00032552937,0.000035358604,0.00028026212],"genre_scores_gemma":[0.045291387,0.95116866,0.00062234397,0.00003113842,0.0006871169,0.00011743767,0.00006524496,0.0000794976,0.0019371801],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901968,0.0045061293,0.001744742,0.0011301693,0.00046474332,0.0019574035],"domain_scores_gemma":[0.98893595,0.008182605,0.0012007859,0.00061562477,0.0008809489,0.00018411767],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.022360453,0.00041549053,0.001855039,0.0010399049,0.0045523737,0.00041517557,0.0009156977,0.00061377086,0.0000030338856],"category_scores_gemma":[0.011347563,0.00029475623,0.00021014296,0.0020590026,0.004344244,0.00017804389,0.00063911715,0.002910183,0.000004935534],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078872975,0.00025056562,0.000027490882,0.6064708,0.0006681588,0.000034144323,0.022587603,0.0000017952563,0.0045908242,0.11925147,0.039829075,0.20549932],"study_design_scores_gemma":[0.0006820568,0.00027708238,0.000008099467,0.33304238,0.00007117654,0.000105762454,0.007243431,0.000012570263,0.0005597083,0.00040927946,0.657176,0.00041243286],"about_ca_topic_score_codex":0.00053596735,"about_ca_topic_score_gemma":0.0000634302,"teacher_disagreement_score":0.61734694,"about_ca_system_score_codex":0.0003917859,"about_ca_system_score_gemma":0.0028415148,"threshold_uncertainty_score":0.99995047},"labels":[],"label_agreement":null},{"id":"W3034108096","doi":"10.1136/bmjopen-2019-033640","title":"Study protocol for an international, multicentre stepped-wedge cluster randomised trial to evaluate the impact of a digital antimicrobial stewardship smartphone application","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Joint Programming Initiative on Antimicrobial Resistance","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Psychological intervention; Family medicine; Health informatics; Health care; Guideline; Protocol (science); Alternative medicine; Nursing; Public health","score_opus":0.11482915333108795,"score_gpt":0.4527028444722215,"score_spread":0.3378736911411335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034108096","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39403796,0.0000010305779,0.0006949087,0.00071838475,0.00012448271,0.6038844,0.000110506364,0.000016357453,0.00041197942],"genre_scores_gemma":[0.8314061,1.2402032e-7,0.000058841357,0.00017797021,0.00012604259,0.16772175,0.000077696095,0.000017064101,0.00041438354],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9986597,0.00027879697,0.00048354513,0.00032460596,0.000062757725,0.00019061512],"domain_scores_gemma":[0.9990699,0.000154142,0.00022067253,0.00035900626,0.00015774083,0.00003853075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007010512,0.00015812958,0.00036193617,0.000029116582,0.00011730035,0.00011461691,0.00084152253,0.000082960694,0.000082715516],"category_scores_gemma":[0.0002879161,0.00009235417,0.0001525668,0.0000999521,0.00005672113,0.00022521676,0.0003077829,0.000092941766,0.00012126994],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92818856,0.001976624,0.0036001399,0.00005745976,0.000745085,0.000001080908,0.004693251,0.00010899783,0.042909365,0.0000110602305,0.015837867,0.0018704846],"study_design_scores_gemma":[0.9661218,0.0065751555,0.0076804454,0.00010855754,0.00016200622,0.000007060075,0.0020452403,0.00034709158,0.012025849,0.000016381598,0.004523539,0.0003868872],"about_ca_topic_score_codex":0.00009937427,"about_ca_topic_score_gemma":0.0000587559,"teacher_disagreement_score":0.43736818,"about_ca_system_score_codex":0.000028923057,"about_ca_system_score_gemma":0.00017738045,"threshold_uncertainty_score":0.37660936},"labels":[],"label_agreement":null},{"id":"W3035070148","doi":"10.1017/ice.2020.217","title":"Variation in antibiotic use across intensive care units (ICU): A population-based cohort study in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Intensive care; Antibiotics; Emergency medicine; Cohort; Intensive care medicine; Cohort study; Population; Retrospective cohort study; Internal medicine","score_opus":0.018984087543562587,"score_gpt":0.2532889935285513,"score_spread":0.23430490598498868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035070148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964842,0.0004122188,0.00023741188,0.0012745131,0.0006579698,0.0008550193,0.000033134627,0.000028587512,0.000016925578],"genre_scores_gemma":[0.99687374,0.000016235757,0.000006572643,0.0029019802,0.000022444807,0.000013206952,0.00011969841,0.00001003025,0.00003607217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979196,0.00064837234,0.0005772092,0.00045721963,0.000027976312,0.00036960348],"domain_scores_gemma":[0.99856603,0.00079392846,0.00021114385,0.0001292415,0.00025660085,0.000043034768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003525397,0.00019615899,0.0006743762,0.000069320624,0.00012619919,0.0000098376695,0.00006022476,0.00026189428,0.000027775539],"category_scores_gemma":[0.0023007616,0.00017574105,0.00003852923,0.00021347559,0.000074784,0.00010623414,0.000028489176,0.00046757536,0.0000069538537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019641733,0.00005449447,0.9955064,0.00001750933,0.000083475934,0.000022930135,0.0024535581,0.0012157108,0.00012376823,0.000058892285,0.00010779747,0.00015901124],"study_design_scores_gemma":[0.0031562254,0.0005346281,0.9941863,0.000035785302,0.000037145437,0.0000033884094,0.0012339009,0.00026454515,0.000008206297,0.000014273251,0.0003339348,0.00019165839],"about_ca_topic_score_codex":0.98959446,"about_ca_topic_score_gemma":0.99527526,"teacher_disagreement_score":0.005680809,"about_ca_system_score_codex":0.00031981964,"about_ca_system_score_gemma":0.0003750271,"threshold_uncertainty_score":0.7166512},"labels":[],"label_agreement":null},{"id":"W3035568588","doi":"10.1371/journal.pmed.1003139","title":"Antibiotic prescription practices in primary care in low- and middle-income countries: A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":314,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; McGill University","funders":"","keywords":"Medical prescription; Meta-analysis; Medicine; Primary care; Low and middle income countries; Antibiotics; Primary health care; Family medicine; Environmental health; Developing country; Intensive care medicine; Internal medicine; Population; Pharmacology; Economic growth; Biology; Microbiology","score_opus":0.06208382067342359,"score_gpt":0.31348849849773963,"score_spread":0.251404677824316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035568588","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032230866,0.9961957,0.0000016728019,0.00053400826,0.00005663152,0.00293853,0.000068663816,0.000023962733,0.00014863983],"genre_scores_gemma":[0.0005386674,0.99814266,0.000019289097,0.00048509424,0.000017704795,0.00005515956,0.00027993138,0.000027169786,0.00043431713],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9962139,0.0011749389,0.0015313926,0.0006849878,0.00011154461,0.00028320725],"domain_scores_gemma":[0.9970994,0.00070228643,0.0016190836,0.00046155255,0.000072458664,0.000045196597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007464919,0.00050689315,0.009909819,0.00047891884,0.00005757597,0.000014744294,0.00024328122,0.00041779978,0.00012196786],"category_scores_gemma":[0.00084078277,0.00029286466,0.00035561618,0.0008577573,0.00029783224,0.00010600387,0.00010589215,0.0006361609,0.00004375583],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001148329,0.000034862347,0.000053432464,0.9610012,0.03827412,0.00007951394,0.00046230553,1.3980574e-8,0.000001844989,0.0000111966665,0.000010272028,0.0000597297],"study_design_scores_gemma":[0.00028473354,0.0000884137,0.000033929486,0.44226724,0.5494862,0.000054348402,0.00017452336,2.5139795e-7,0.0000010176725,0.0000011544329,0.0074011115,0.00020704462],"about_ca_topic_score_codex":0.0000944586,"about_ca_topic_score_gemma":0.00023810795,"teacher_disagreement_score":0.518734,"about_ca_system_score_codex":0.00011654229,"about_ca_system_score_gemma":0.00013714557,"threshold_uncertainty_score":0.9999524},"labels":[],"label_agreement":null},{"id":"W3035761124","doi":"10.12927/hcpol.2020.26224","title":"Ten Years of Inaction on Antimicrobial Resistance: An Environmental Scan of Policies in Canada from 2008 to 2018","year":2020,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Centre for Global Health Research","funders":"Canadian Institutes of Health Research","keywords":"Resistance (ecology); Antibiotic resistance; Antimicrobial; Political science; Environmental planning; Business; Environmental resource management; Geography; Environmental science; Ecology; Biology","score_opus":0.014263879186409983,"score_gpt":0.25231127000014736,"score_spread":0.23804739081373738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035761124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896362,0.00048236438,0.0000018721971,0.008557466,0.0001240111,0.00014716921,0.0008648402,0.0000070040064,0.0001791144],"genre_scores_gemma":[0.99652135,0.00021848771,0.000043314034,0.0029284137,0.00007478313,0.0000010663717,0.00008472828,0.000011566797,0.00011627523],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99909663,0.0001096355,0.0002965253,0.00020193492,0.000047572124,0.00024770098],"domain_scores_gemma":[0.9995962,0.00003186232,0.0001183428,0.00018182035,0.000010601511,0.00006122356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034865163,0.000096066935,0.00026760256,0.000093986506,0.000037770595,0.0000015059971,0.00013758315,0.00010295358,0.00004900477],"category_scores_gemma":[0.00002720613,0.00010032982,0.000027471135,0.0001722918,0.00008705116,0.000028614206,0.000033126787,0.0001491924,0.00002204229],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020476342,0.00026294714,0.1245896,0.0002949081,0.00009669026,0.000021297179,0.008448005,0.000040208535,0.81705856,0.0010857857,0.03863834,0.007416],"study_design_scores_gemma":[0.00072728755,0.00032815203,0.853035,0.00020137234,0.0000078868,0.0000019589195,0.002560873,0.0000010178916,0.13230713,0.000023942803,0.010637451,0.00016794576],"about_ca_topic_score_codex":0.9689554,"about_ca_topic_score_gemma":0.91076165,"teacher_disagreement_score":0.7284454,"about_ca_system_score_codex":0.00048673604,"about_ca_system_score_gemma":0.0007864806,"threshold_uncertainty_score":0.4091331},"labels":[],"label_agreement":null},{"id":"W3036201748","doi":"10.24018/ejmed.2020.2.3.323","title":"Prevalence and Perception of Pharmacists on Dispensing Prescription Only Medication without Prescription in Makurdi, Benue State, Nigeria","year":2020,"lang":"en","type":"article","venue":"European Journal of Medical and Health Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Medical prescription; Medicine; Pharmacy; Family medicine; Pharmacist; Alternative medicine; Pharmacology","score_opus":0.04301653994409824,"score_gpt":0.32697355272001444,"score_spread":0.28395701277591623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036201748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988167,0.0035798221,0.00055855286,0.0072161485,0.00026094558,0.00009014442,0.000003080194,0.0000048287543,0.00011950559],"genre_scores_gemma":[0.989164,0.0096859345,0.00013865787,0.00089849817,0.00007047245,9.1005646e-8,0.0000013545135,0.0000033705528,0.0000376364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851793,0.00048983976,0.0004763328,0.00016133966,0.00021002504,0.000144555],"domain_scores_gemma":[0.9994408,0.000031418982,0.00035260807,0.000036580514,0.000034580178,0.00010402722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026454332,0.000070292735,0.0001895247,0.00007290065,0.00012001293,0.000013463144,0.00015177885,0.000032331292,0.00006783051],"category_scores_gemma":[0.0001378396,0.00004798841,0.000018325914,0.000090890186,0.0005175058,0.00013718869,0.000035072426,0.00027066027,0.000005389072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009484563,0.00031816048,0.6562908,0.0015965678,0.00004292587,0.000072495975,0.021174114,0.000018840761,0.06773177,0.00019287551,0.0041925693,0.2474204],"study_design_scores_gemma":[0.0012389469,0.0014029653,0.9936873,0.0014246162,0.000007964892,0.00017401105,0.00068629597,0.00016554815,0.00027161985,0.000040125076,0.00082804327,0.000072604926],"about_ca_topic_score_codex":0.000014990236,"about_ca_topic_score_gemma":0.000011301157,"teacher_disagreement_score":0.33739644,"about_ca_system_score_codex":0.000012100221,"about_ca_system_score_gemma":0.00014234094,"threshold_uncertainty_score":0.19569106},"labels":[],"label_agreement":null},{"id":"W3036214048","doi":"10.1186/s40545-020-00241-3","title":"Pharmacists and COVID-19","year":2020,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pandemic; Pharmacy; Health care; Government (linguistics); Telehealth; Coronavirus disease 2019 (COVID-19); Family medicine; Population; Telemedicine; Nursing; Medical emergency; Disease; Environmental health; Infectious disease (medical specialty)","score_opus":0.10822757189963485,"score_gpt":0.44349593765483913,"score_spread":0.3352683657552043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036214048","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10448227,0.0985065,0.007262278,0.76436263,0.00086184347,0.0003481957,0.00005847938,0.00006936276,0.024048459],"genre_scores_gemma":[0.92543334,0.009952693,0.00028519687,0.06364305,0.00037466508,1.984714e-7,8.914336e-7,0.000007752696,0.00030220626],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989339,0.00040154043,0.00029450766,0.00012388521,0.00005128218,0.00019488433],"domain_scores_gemma":[0.9977726,0.0015777353,0.00023293066,0.00004383075,0.00006873764,0.00030419082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005971,0.00010690703,0.00021942532,0.00005718816,0.00014034145,0.000025577561,0.00009956926,0.00009932359,0.00022482336],"category_scores_gemma":[0.005181097,0.00008082996,0.00004721127,0.00012042248,0.00030399894,0.00028486695,0.00006156441,0.00054516527,0.000040935785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018047567,0.0006040131,0.0010819018,0.00091073953,0.0017976911,0.0014226183,0.008224671,0.000017959692,0.72681874,0.032539845,0.15371977,0.054814454],"study_design_scores_gemma":[0.00263592,0.0002273674,0.000093263756,0.000012733954,0.00024564183,0.005897676,0.00034000466,0.000023325889,0.009248405,0.00033248836,0.9808343,0.00010889694],"about_ca_topic_score_codex":0.000009514102,"about_ca_topic_score_gemma":1.752584e-7,"teacher_disagreement_score":0.8271145,"about_ca_system_score_codex":0.000019099605,"about_ca_system_score_gemma":0.0002069723,"threshold_uncertainty_score":0.6202631},"labels":[],"label_agreement":null},{"id":"W3036216371","doi":"10.1056/em200002010000002","title":"Rampant Use of Antibiotics for Respiratory Tract Illness in Children Continues","year":2000,"lang":"en","type":"article","venue":"Journal watch","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Intensive care medicine; Respiratory tract infections; Respiratory illness; Respiratory tract; Pediatrics; Respiratory system; Internal medicine; Microbiology","score_opus":0.01786260014992827,"score_gpt":0.25453577083838036,"score_spread":0.2366731706884521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036216371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974291,0.0015066201,0.00006979458,0.0004774035,0.00022775838,0.00018077115,0.00003607362,0.000009219976,0.00006327611],"genre_scores_gemma":[0.9943002,0.0012176194,0.00019309035,0.0001317901,0.00006299511,1.3478962e-7,0.000009205676,0.00001365854,0.0040712957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990259,0.00010395168,0.00043096577,0.00013166913,0.00003378597,0.0002737541],"domain_scores_gemma":[0.9994997,0.0001135207,0.00016161705,0.00013987326,0.00006431336,0.000021002948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030883926,0.0001135947,0.00031270055,0.000060239905,0.00012299068,0.000018623026,0.00014897944,0.00020125335,0.00025407787],"category_scores_gemma":[0.00005859235,0.00008460627,0.00012299711,0.000083329905,0.000104107494,0.00012579188,0.000010277399,0.00030018348,0.000028693092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011952091,0.0011954898,0.68662846,0.00006421104,0.00039525097,0.00003171312,0.0011290885,0.00010105693,0.25168458,0.00028223507,0.029517213,0.027775483],"study_design_scores_gemma":[0.0045579122,0.0004347254,0.6348219,0.00036999307,0.00009700423,0.00040388637,0.0002238537,0.0000046808336,0.1871249,0.00026924792,0.171329,0.00036291324],"about_ca_topic_score_codex":0.000034042627,"about_ca_topic_score_gemma":0.000016540609,"teacher_disagreement_score":0.14181179,"about_ca_system_score_codex":0.000023496861,"about_ca_system_score_gemma":0.000051076553,"threshold_uncertainty_score":0.34501436},"labels":[],"label_agreement":null},{"id":"W3036345658","doi":"10.3389/fpubh.2020.00258","title":"A Feasible Laboratory-Strengthening Intervention Yielding a Sustainable Clinical Bacteriology Sector to Support Antimicrobial Stewardship in a Large Referral Hospital in Ethiopia","year":2020,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Sykehuset i Vestfold; Addis Ababa University; McGill University Health Centre; McGill University","keywords":"Antimicrobial stewardship; Medicine; Psychological intervention; Quality assurance; Referral; Quality management; Infection control; Intensive care medicine; Nursing; Antibiotic resistance; Operations management; Engineering; Management system; External quality assessment; Pathology","score_opus":0.04087623031394524,"score_gpt":0.3169782983005637,"score_spread":0.27610206798661846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036345658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98010874,0.00045344196,0.0023651165,0.014344852,0.001769964,0.0006804491,0.0000676952,0.00006255687,0.00014719261],"genre_scores_gemma":[0.9943908,0.00015086115,0.0012653505,0.003586621,0.0000866229,0.000018037837,0.00014101074,0.00002756984,0.00033315667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99546874,0.0012706174,0.0011708158,0.0006682394,0.000053794327,0.0013678088],"domain_scores_gemma":[0.999199,0.00007757497,0.00024977603,0.00022989936,0.000074564065,0.00016920995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030061177,0.0002316275,0.00081382116,0.0005040134,0.00010624123,0.000042882264,0.0003643348,0.0005487807,0.00015283274],"category_scores_gemma":[0.0010161761,0.0002378596,0.00011259725,0.0009894089,0.0001080982,0.00026909218,0.00021589253,0.0012336775,0.000040009872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004975761,0.00076352095,0.9357238,0.0003716997,0.000060052702,0.00013270753,0.008777882,0.000002843767,0.00039742133,0.00076013023,0.04993635,0.0025760173],"study_design_scores_gemma":[0.0135808,0.004601076,0.68140686,0.0007782619,0.000013050066,0.000014807193,0.03040765,0.00008558602,0.00038310757,0.00009556587,0.26769015,0.0009430582],"about_ca_topic_score_codex":0.00041499987,"about_ca_topic_score_gemma":0.00083679374,"teacher_disagreement_score":0.25431693,"about_ca_system_score_codex":0.00042385777,"about_ca_system_score_gemma":0.001045365,"threshold_uncertainty_score":0.9699633},"labels":[],"label_agreement":null},{"id":"W3037917478","doi":"10.1186/s12875-020-01196-9","title":"Understanding determinants of patients’ decisions to attend their family physician and to take antibiotics for upper respiratory tract infections: a qualitative descriptive study","year":2020,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women's College Hospital; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Thematic analysis; Psychological intervention; Respiratory tract infections; Family medicine; Attendance; Qualitative research; Coping (psychology); Antibiotics; Perception; Nursing; Clinical psychology; Psychiatry; Psychology","score_opus":0.26221005584115836,"score_gpt":0.3708234867181692,"score_spread":0.10861343087701086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037917478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97191286,0.00045421981,0.024733432,0.00021557976,0.00031208826,0.0016693794,0.0003205049,0.00003437636,0.00034755666],"genre_scores_gemma":[0.9941513,0.000031967345,0.0020562517,0.0036458382,0.000030372952,0.00000899846,0.000010777596,0.000032377666,0.000032100794],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979174,0.00065226876,0.0005040695,0.0005107674,0.000087650005,0.00032783716],"domain_scores_gemma":[0.9957436,0.0032901054,0.00030716832,0.00025069446,0.00031944487,0.00008901804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000580356,0.00025082356,0.00047055975,0.00014743108,0.0003305808,0.000032871503,0.00017618599,0.00014269346,0.0000020530456],"category_scores_gemma":[0.002752498,0.00021108471,0.00009932666,0.00039408793,0.00013476658,0.0003250805,0.0001221841,0.0002222795,0.000042110292],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012214397,0.014366105,0.24860194,0.00034073766,0.0017107397,0.000021543696,0.45223626,0.000088788234,0.24682923,0.0026236223,0.013731247,0.007235396],"study_design_scores_gemma":[0.003155886,0.0074396166,0.24505755,0.00023590942,0.00031556826,0.0000015267756,0.7285499,0.000011266612,0.003544831,0.00009843504,0.011140683,0.0004488217],"about_ca_topic_score_codex":0.000057809044,"about_ca_topic_score_gemma":0.000085317515,"teacher_disagreement_score":0.27631363,"about_ca_system_score_codex":0.00008552042,"about_ca_system_score_gemma":0.00013077208,"threshold_uncertainty_score":0.86077845},"labels":[],"label_agreement":null},{"id":"W3040102587","doi":"10.1016/j.jhin.2020.07.004","title":"Economic analysis of healthcare-associated infection prevention and control interventions in medical and surgical units: systematic review using a discounting approach","year":2020,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Institut National de Santé Publique du Québec; Hôpital Maisonneuve-Rosemont; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Saint-Boniface; Université du Québec en Outaouais","funders":"Fonds de Recherche du Québec - Santé; Université Laval","keywords":"Medicine; Infection control; Health care; Hygiene; Psychological intervention; Discounting; Indirect costs; Sanitation; Intensive care medicine; Economic evaluation; Cost effectiveness; Environmental health; Risk analysis (engineering); Nursing; Finance","score_opus":0.0312173419879858,"score_gpt":0.3454040572224982,"score_spread":0.31418671523451236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040102587","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017681459,0.9806161,0.0006111302,0.000045651774,0.00032429822,0.0006885512,0.000020133899,0.000006503083,0.0000062040317],"genre_scores_gemma":[0.09634035,0.90354764,0.000005394356,0.0000059870217,0.000022612405,0.0000062390386,0.000052299798,0.000011049077,0.000008416075],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9964458,0.0011775971,0.0019780044,0.00018931084,0.00007290768,0.00013640926],"domain_scores_gemma":[0.99662673,0.00020556441,0.0029159677,0.000084864645,0.00012647334,0.000040391893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016528645,0.00020744275,0.003041075,0.00055717706,0.000065795844,0.00001873618,0.000063695436,0.00040773145,0.000015930353],"category_scores_gemma":[0.0005289723,0.00015339527,0.0007074974,0.00068841845,0.00009730623,0.00016415087,0.00003926236,0.0006079532,0.0000010039478],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026957821,0.0005376128,0.0055372366,0.96778935,0.012168594,0.000032965898,0.00012233146,0.0000140503535,0.0000017206389,0.00014244708,0.0000132267105,0.013613523],"study_design_scores_gemma":[0.0013320232,0.0010185353,0.001997856,0.9511547,0.041687086,0.00085022004,0.000057805773,0.00029484555,4.5534065e-7,0.000015068561,0.001289048,0.00030234904],"about_ca_topic_score_codex":0.00046626915,"about_ca_topic_score_gemma":0.00029198872,"teacher_disagreement_score":0.07865889,"about_ca_system_score_codex":0.00023421622,"about_ca_system_score_gemma":0.00023353349,"threshold_uncertainty_score":0.62552774},"labels":[],"label_agreement":null},{"id":"W3040317899","doi":"10.1177/0018578720936585","title":"Developing a Tool for Prospective Assessment of Treatment Appropriateness in Urinary Tract Infections","year":2020,"lang":"en","type":"article","venue":"Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; University of British Columbia; Surrey Memorial Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Concordance; Audit; Guideline; Intensive care medicine; Nitrofurantoin; Empiric therapy; Cohen's kappa; Antibiotic resistance; Antibiotics; Internal medicine; Alternative medicine; Accounting; Pathology","score_opus":0.029765455034316202,"score_gpt":0.3283353296336294,"score_spread":0.29856987459931317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040317899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938809,0.0005521967,0.0032354374,0.0007064188,0.00025790947,0.0009148913,0.000035970417,0.000035805944,0.00038041448],"genre_scores_gemma":[0.9988857,0.00016281447,0.0006314955,0.000059417478,0.0000313499,0.000085425774,0.000030160276,0.000011123437,0.00010251374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993358,0.000034355093,0.00021938054,0.0002165763,0.000016451802,0.00017739901],"domain_scores_gemma":[0.9997447,0.000053169195,0.00008347705,0.00006727274,0.000038361846,0.000012980463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048425456,0.00012052986,0.0002269062,0.000037058093,0.00006823099,0.000004989703,0.00007225672,0.000047225367,0.000041807016],"category_scores_gemma":[0.000018169278,0.00009817487,0.000083800885,0.00012799226,0.000055258104,0.00008283117,0.00002588753,0.0000915376,0.000011903601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005062434,0.0075630466,0.87966806,0.00037159125,0.00069263106,0.000037225607,0.0041235364,0.00010273409,0.090765744,0.008514048,0.0002520046,0.007403111],"study_design_scores_gemma":[0.01795943,0.009006728,0.7047738,0.00020122791,0.00020510054,0.000034909684,0.0010261398,0.00030837982,0.24537002,0.00059047475,0.019766051,0.0007577453],"about_ca_topic_score_codex":0.0000543146,"about_ca_topic_score_gemma":0.0000024094902,"teacher_disagreement_score":0.17489429,"about_ca_system_score_codex":0.00013197148,"about_ca_system_score_gemma":0.00020276866,"threshold_uncertainty_score":0.40034547},"labels":[],"label_agreement":null},{"id":"W3040802235","doi":"10.1093/cid/ciaa921","title":"Improving Decision Making in Empiric Antibiotic Selection (IDEAS) for Gram-negative Bacteremia: A Prospective Clinical Implementation Study","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Bacteremia; Tazobactam; Antimicrobial stewardship; Meropenem; Piperacillin; Empiric therapy; Piperacillin/tazobactam; Intensive care medicine; Antibiotic resistance; Ceftazidime; Carbapenem; Antibiotics; De-escalation; Internal medicine; Imipenem; Pseudomonas aeruginosa","score_opus":0.04188007973578496,"score_gpt":0.4165677394361325,"score_spread":0.37468765970034756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040802235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99044824,0.00031096427,0.0056279073,0.000083193045,0.00095424976,0.002290493,0.00005844317,0.00018281178,0.00004370094],"genre_scores_gemma":[0.9988061,0.00006795652,0.0001310033,0.00058268465,0.00028539935,0.000041958847,0.00003441833,0.00003359389,0.000016863984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966019,0.0006785257,0.001341606,0.0008936262,0.0000683231,0.00041601455],"domain_scores_gemma":[0.99675447,0.002299392,0.00047237417,0.00018935135,0.0001953995,0.000088986635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066093274,0.00026696458,0.00070502143,0.00010757249,0.00028717233,0.000051699502,0.00016836124,0.00031876675,0.00010795273],"category_scores_gemma":[0.0030730478,0.00023271637,0.00035841856,0.00044719156,0.00022008985,0.00019016876,0.00011712926,0.0005722282,0.00009469028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009797588,0.0018926181,0.9596786,0.00005484744,0.00029723012,0.000009046957,0.00030916062,0.000008038228,0.00027763724,0.000057081514,0.0007318899,0.035704102],"study_design_scores_gemma":[0.0074971262,0.0038653433,0.9850581,0.00010550606,0.00036302418,0.000002873109,0.0016727067,0.00011098202,0.00019958711,0.0007741044,0.00006860577,0.0002820085],"about_ca_topic_score_codex":0.00006472245,"about_ca_topic_score_gemma":0.00079947733,"teacher_disagreement_score":0.035422094,"about_ca_system_score_codex":0.00010622317,"about_ca_system_score_gemma":0.0002151594,"threshold_uncertainty_score":0.9489898},"labels":[],"label_agreement":null},{"id":"W3041023931","doi":"10.1186/s13756-020-00758-x","title":"The 2017 global point prevalence survey of antimicrobial consumption and resistance in Canadian hospitals","year":2020,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Hospital for Sick Children; Hamilton Health Sciences; Montreal Children's Hospital; Université de Montréal; Fraser Health; Mount Sinai Hospital; Vancouver General Hospital; Health PEI; Richmond Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Antibiotic resistance; Antimicrobial stewardship; Antimicrobial; Medical microbiology; Pharmacist; Drug resistance; Emergency medicine; Intensive care medicine; Internal medicine; Family medicine; Antibiotics; Pharmacy","score_opus":0.010338736111891381,"score_gpt":0.23727148786539506,"score_spread":0.2269327517535037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041023931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823808,0.011899609,0.00022010543,0.0033328964,0.00039255322,0.00056566286,0.0005215666,0.000029662056,0.00065712456],"genre_scores_gemma":[0.9883684,0.0104127675,0.000030445708,0.00076661934,0.00002549406,0.000004562571,0.000025812227,0.000011471626,0.00035445378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810684,0.00035403803,0.000520069,0.00045148062,0.000049566526,0.0005180076],"domain_scores_gemma":[0.9990158,0.00023996513,0.00026267007,0.00021666996,0.00016925926,0.00009563193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006407801,0.00023131716,0.0004223314,0.000059354883,0.0004544015,0.00006276191,0.00016079817,0.00024467713,0.00002221459],"category_scores_gemma":[0.0004516501,0.00019271803,0.000062385414,0.00023950302,0.00070725166,0.0001973786,0.000039907372,0.00024617134,0.000028143151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017973601,0.000050224644,0.9154164,0.0005780646,0.0001513731,0.000013681178,0.00023484977,0.000004978391,0.05498627,0.0019847776,0.024398487,0.0003834863],"study_design_scores_gemma":[0.002400737,0.000068832735,0.9837933,0.00035863,0.000052792122,0.000011658033,0.000013045153,0.00000715911,0.0039502317,0.000052720625,0.009022118,0.00026873],"about_ca_topic_score_codex":0.040167034,"about_ca_topic_score_gemma":0.59748477,"teacher_disagreement_score":0.55731773,"about_ca_system_score_codex":0.00007360264,"about_ca_system_score_gemma":0.00023045318,"threshold_uncertainty_score":0.96622455},"labels":[],"label_agreement":null},{"id":"W3041903022","doi":"10.1016/j.ijmedinf.2020.104233","title":"Factors determining the adherence to antimicrobial guidelines and the adoption of computerised decision support systems by physicians: A qualitative study in three European hospitals","year":2020,"lang":"en","type":"article","venue":"International Journal of Medical Informatics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"Hôpitaux Universitaires de Genève; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Clinical decision support system; Antimicrobial stewardship; Qualitative research; CLARITY; Family medicine; Psychological intervention; Medical prescription; Focus group; Nursing; Guideline; Medical education; Decision support system; Antibiotic resistance","score_opus":0.056637429442332986,"score_gpt":0.3588476255994398,"score_spread":0.3022101961571068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041903022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716901,0.00013700778,0.025752062,0.0016070439,0.00059104664,0.00017807458,0.000019336709,0.0000029477371,0.000022373782],"genre_scores_gemma":[0.9986983,0.000090337206,0.00023131382,0.0009068071,0.000057162397,4.2802276e-7,0.0000075580456,0.0000037898005,0.0000043068653],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982557,0.00022852753,0.0010954635,0.00004742448,0.00029128144,0.000081544364],"domain_scores_gemma":[0.9984314,0.0005018994,0.0006290282,0.000057525573,0.00035331992,0.000026853717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014667623,0.000085878186,0.0002682861,0.000046497542,0.000036655332,0.000034305413,0.00060504617,0.00004733542,0.000010750602],"category_scores_gemma":[0.00074777566,0.000041309322,0.00005515175,0.00007022472,0.00018841184,0.000121343335,0.00014710336,0.0002345053,0.000006974857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026730949,0.0007603462,0.0376355,0.00016196538,0.0017064,0.000053517568,0.79529524,0.0005677275,0.001997449,0.0007182252,0.05813177,0.10029875],"study_design_scores_gemma":[0.04586555,0.007880166,0.106235854,0.007883715,0.0003348477,0.00018885214,0.8084887,0.012379896,0.0022064375,0.00017351647,0.007505435,0.00085698965],"about_ca_topic_score_codex":0.000020213156,"about_ca_topic_score_gemma":0.000009596121,"teacher_disagreement_score":0.09944176,"about_ca_system_score_codex":0.000012063016,"about_ca_system_score_gemma":0.000045799825,"threshold_uncertainty_score":0.16845453},"labels":[],"label_agreement":null},{"id":"W3043436689","doi":"10.1101/2020.07.17.20156224","title":"Extended effect of short-course azithromycin for the treatment of diarrhoea in children on antimicrobial resistance in nasopharyngeal and intestinal bacteria: Study Protocol for the antimicrobial resistance sub-study of the multicountry AntiBiotics for Children with Diarrhea (ABCD) trial","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"RTI International; Bill and Melinda Gates Foundation","keywords":"Azithromycin; Medicine; Diarrhea; Antibiotic resistance; Randomized controlled trial; Placebo; Antibiotics; Wasting; Pediatrics; Antimicrobial; Internal medicine; Microbiology; Alternative medicine","score_opus":0.016910612596653097,"score_gpt":0.2928488093661181,"score_spread":0.275938196769465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043436689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7673795,0.00026280244,0.000061034534,0.00020765669,0.00032464752,0.23100504,0.00074342353,0.000013921479,0.0000019472939],"genre_scores_gemma":[0.9848602,0.000074810996,0.0001758981,0.000016265114,0.00014794874,0.014543171,0.00006865513,0.000077952005,0.000035100573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961717,0.00079594384,0.0013122611,0.0010390914,0.00014523766,0.0005357646],"domain_scores_gemma":[0.99552876,0.002145841,0.0010256813,0.0011029535,0.00016829623,0.000028483199],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011106799,0.0007342494,0.0017452018,0.00012427474,0.00030148833,0.000030823434,0.00094338716,0.00038277853,0.0000026044404],"category_scores_gemma":[0.00029584274,0.00036648,0.0003625748,0.00027544523,0.0008563646,0.00004151169,0.00021756985,0.0005540387,2.2137253e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.26091105,0.0116890995,0.6791321,0.0016988332,0.003124367,0.000005196302,0.0029755202,0.0000856175,0.03968395,0.000029625131,0.00033898585,0.0003256813],"study_design_scores_gemma":[0.08049173,0.009363919,0.75241816,0.001389799,0.0012486615,0.0000051550705,0.00015709095,0.00001937423,0.15451206,0.000009783364,0.000026494246,0.00035778055],"about_ca_topic_score_codex":0.00021691454,"about_ca_topic_score_gemma":0.0047611305,"teacher_disagreement_score":0.21748067,"about_ca_system_score_codex":0.000081170685,"about_ca_system_score_gemma":0.00028764585,"threshold_uncertainty_score":0.9998787},"labels":[],"label_agreement":null},{"id":"W3043456190","doi":"10.2196/18648","title":"Optimizing Antibiotic Prescribing for Acute Respiratory Tract Infection in German Primary Care: Study Protocol for Evaluation of the RESIST Program","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Gemeinsame Bundesausschuss","keywords":"Medicine; Medical prescription; Respiratory tract infections; Family medicine; Health care; Intervention (counseling); German; Statutory law; Nursing; Internal medicine","score_opus":0.25903081671729855,"score_gpt":0.5482009471323702,"score_spread":0.28917013041507167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043456190","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04829611,0.00001239638,0.00003451441,0.00012584074,0.000014492459,0.95116884,0.000023178854,0.000053770138,0.0002708589],"genre_scores_gemma":[0.08460298,1.5342349e-7,0.00020307579,0.000031299813,0.00005590392,0.91499203,0.000014701861,0.000032790656,0.00006708432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99644685,0.0015566475,0.0005894997,0.0005332826,0.0003239083,0.0005497913],"domain_scores_gemma":[0.99820656,0.00022481749,0.00025750272,0.0004536921,0.00082213996,0.000035273413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030242237,0.00018898236,0.00035626919,0.00015556061,0.0004417184,0.000055499055,0.00043354242,0.00024040607,0.000014267884],"category_scores_gemma":[0.00035623062,0.000134461,0.00015649332,0.0005298293,0.00026273992,0.00017792494,0.00018387404,0.0005680376,0.0000055998635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028707396,0.016946288,0.18178162,0.022634454,0.00077931554,0.000009342831,0.017139236,0.0002499421,0.6511784,0.00040005005,0.011247768,0.068926156],"study_design_scores_gemma":[0.080787845,0.029831303,0.32554466,0.009505589,0.0001888119,0.0000050445437,0.0018604352,0.00051084196,0.36246678,0.00022943203,0.18819413,0.0008751498],"about_ca_topic_score_codex":0.000021079586,"about_ca_topic_score_gemma":0.00007231047,"teacher_disagreement_score":0.28871167,"about_ca_system_score_codex":0.00022853389,"about_ca_system_score_gemma":0.00070723967,"threshold_uncertainty_score":0.54831606},"labels":[],"label_agreement":null},{"id":"W3043489037","doi":"10.1186/s13104-020-05170-7","title":"On-line virtual patient learning: a pilot study of a new modality in antimicrobial stewardship education for pediatric residents","year":2020,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Dalhousie University; King Saud University; McMaster University","keywords":"Medicine; Antimicrobial stewardship; Family medicine; Antibiotics; Antibiotic resistance","score_opus":0.19283498548714725,"score_gpt":0.39571306139732637,"score_spread":0.20287807591017912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043489037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99737686,0.0003448008,0.00036954408,0.0005120522,0.00015960836,0.0011604631,0.000014155283,0.00001915153,0.000043343654],"genre_scores_gemma":[0.99909914,0.00004706016,0.00010869828,0.00005203114,0.00011455262,0.00001846064,0.000031413485,0.000015845491,0.00051278545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979979,0.0007446759,0.0003785889,0.00038364224,0.00013564053,0.00035957296],"domain_scores_gemma":[0.9983598,0.0010874581,0.00011043518,0.00019589152,0.00019372134,0.00005271563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006173767,0.000120318284,0.00026868365,0.00022094377,0.00014415098,0.000015587795,0.00024914922,0.000089547015,0.00003967537],"category_scores_gemma":[0.003386653,0.00010409912,0.000045149955,0.000441322,0.00008435331,0.000049721046,0.00012734545,0.000472989,0.000067683985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027734626,0.019910436,0.75466025,0.0009713692,0.00018094193,0.000009247141,0.017086154,0.002721521,0.14968072,0.0015892807,0.01857461,0.0068808175],"study_design_scores_gemma":[0.024074037,0.14868684,0.6600912,0.0005462402,0.00013847915,0.000004982294,0.01765667,0.00023050567,0.14468405,0.0021199207,0.00077932613,0.000987707],"about_ca_topic_score_codex":0.0018510186,"about_ca_topic_score_gemma":0.0005753852,"teacher_disagreement_score":0.1287764,"about_ca_system_score_codex":0.000040873423,"about_ca_system_score_gemma":0.0007422477,"threshold_uncertainty_score":0.4245039},"labels":[],"label_agreement":null},{"id":"W3043975336","doi":"10.1016/j.cmi.2020.07.016","title":"Bacterial co-infection and secondary infection in patients with COVID-19: a living rapid review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1631,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; North York General Hospital; Toronto East General Hospital; Toronto General Hospital; University Health Network; University of Toronto; Public Health Ontario; Ottawa Hospital; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"Department of Medicine, University of Toronto","keywords":"Medicine; Meta-analysis; Internal medicine; Coronavirus disease 2019 (COVID-19); Respiratory tract infections; Antibiotics; Lower respiratory tract infection; Immunology; Respiratory system; Microbiology; Biology; Infectious disease (medical specialty); Disease","score_opus":0.06052042465571036,"score_gpt":0.35595434607544607,"score_spread":0.29543392141973573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043975336","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076964693,0.9901594,0.000100991674,0.00011814064,0.00039230753,0.0012001417,0.00021385358,0.000064603046,0.00005410924],"genre_scores_gemma":[0.002368828,0.9952266,0.000014913573,0.0009872454,0.000055928544,0.000044331617,0.0011684803,0.000026870774,0.00010675576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99495876,0.0023771226,0.00128093,0.0010533344,0.00001674589,0.0003131088],"domain_scores_gemma":[0.99769515,0.0010180345,0.00085385033,0.0002595569,0.00006389267,0.000109545625],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001146718,0.00055985653,0.0044269087,0.00034578107,0.00028482339,0.000030849664,0.000062651576,0.0014308912,0.0010423112],"category_scores_gemma":[0.0006482663,0.00038127007,0.00074396963,0.00048696436,0.00076374365,0.00014872526,0.00013712651,0.0012596936,0.00004602482],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007140417,0.0015283126,0.29258707,0.07932315,0.25953788,0.00001846652,0.00017652642,5.9755473e-7,0.00005489346,0.000106579326,0.0065588844,0.35939363],"study_design_scores_gemma":[0.00079881237,0.00080242933,0.025505735,0.00067360036,0.17661728,0.00010546178,9.495314e-7,8.12554e-8,0.0000012505167,0.000004542197,0.79507685,0.00041301927],"about_ca_topic_score_codex":0.00024414895,"about_ca_topic_score_gemma":0.0005387625,"teacher_disagreement_score":0.78851795,"about_ca_system_score_codex":0.00006389246,"about_ca_system_score_gemma":0.00019460588,"threshold_uncertainty_score":0.9998709},"labels":[],"label_agreement":null},{"id":"W3044478313","doi":"10.1186/s12936-020-03343-0","title":"Peer supervision experiences of drug sellers in a rural district in East-Central Uganda: a qualitative study","year":2020,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Uppsala Universitet; Nottingham Trent University; Trent University; UNICEF","keywords":"Thematic analysis; Focus group; Qualitative research; Medicine; Intervention (counseling); Peer group; Family medicine; Peer support; Nursing; Psychology; Business; Social psychology","score_opus":0.017934484045668022,"score_gpt":0.2756510793261808,"score_spread":0.25771659528051283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044478313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641293,0.0012547144,0.00005528978,0.0016854893,0.00031603183,0.0001550702,0.000005735992,0.0000058203896,0.000108920336],"genre_scores_gemma":[0.99958324,0.00004191095,0.000035035802,0.000052693133,0.000028490054,0.0000020613593,0.000005084165,0.000006111741,0.00024535306],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99842995,0.00057874323,0.00045232326,0.00015007022,0.000096292315,0.000292631],"domain_scores_gemma":[0.99963,0.00007297338,0.00012740982,0.000067543624,0.000063119114,0.000038983795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052635866,0.00012005315,0.00031309304,0.000089968926,0.000076961434,0.000016997237,0.00021264008,0.00008013554,0.00046730533],"category_scores_gemma":[0.00014892536,0.000088840796,0.000069982416,0.00026548578,0.00011914295,0.00011527201,0.000052926705,0.00045698474,0.000014832298],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078917487,0.0004352881,0.079604514,0.00001232676,0.000067051034,0.00008078676,0.9111284,0.000015438016,0.006655265,0.00007666823,0.00087426545,0.0002608096],"study_design_scores_gemma":[0.0028029259,0.00038128832,0.08944463,0.000079227284,0.000013602782,0.00002494487,0.90564656,0.000021674645,0.0012769379,0.000021635786,0.00017583653,0.00011071891],"about_ca_topic_score_codex":0.00012941063,"about_ca_topic_score_gemma":0.00011999018,"teacher_disagreement_score":0.009840109,"about_ca_system_score_codex":0.00003239895,"about_ca_system_score_gemma":0.000082889266,"threshold_uncertainty_score":0.5116666},"labels":[],"label_agreement":null},{"id":"W3044798269","doi":"10.1093/ofid/ofy210.1307","title":"1478. A Retrospective Review of <i>Pseudomonas aeruginosa</i> Infection in a Quarternary Intensive Care Unit: Epidemiology, Outcomes, and Antimicrobial Susceptibilities: 2013–2016","year":2018,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care unit; Epidemiology; Antimicrobial; Internal medicine; Mechanical ventilation; Pseudomonas aeruginosa; Logistic regression; Retrospective cohort study; Renal replacement therapy; Intensive care medicine; Emergency medicine; Microbiology","score_opus":0.0282588126103786,"score_gpt":0.33745043691193366,"score_spread":0.30919162430155506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044798269","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013831931,0.99131083,0.000009235521,0.000193953,0.0012036961,0.0031790086,0.0013390082,0.00007371165,0.0013073785],"genre_scores_gemma":[0.006839578,0.9898564,0.000010075982,0.0012285418,0.00005105468,0.0001369586,0.0010646833,0.00007493693,0.0007377296],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99484426,0.0015692421,0.0016544723,0.0011253195,0.00005951593,0.000747178],"domain_scores_gemma":[0.99608505,0.0007936792,0.001432515,0.0008884365,0.000712247,0.000088095716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005509288,0.0008462104,0.004653742,0.00038410135,0.0002792433,0.00003163011,0.0005750459,0.0008124522,0.0002727375],"category_scores_gemma":[0.001439298,0.00063836086,0.0008351046,0.00045895125,0.0012607235,0.00028072545,0.00077562075,0.0007233096,0.000217516],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017604437,0.00059557724,0.6868636,0.14254107,0.0020094677,0.000043281743,0.000415755,1.6702008e-7,0.0000053684207,0.0007291904,0.11995537,0.04666514],"study_design_scores_gemma":[0.0025172534,0.0013870365,0.01995698,0.29398113,0.002886712,0.00041988466,0.00066350907,1.2679722e-7,0.0000110581,0.0005120189,0.6762435,0.001420817],"about_ca_topic_score_codex":0.0065399683,"about_ca_topic_score_gemma":0.003436328,"teacher_disagreement_score":0.6669066,"about_ca_system_score_codex":0.00029047878,"about_ca_system_score_gemma":0.00066910585,"threshold_uncertainty_score":0.9996068},"labels":[],"label_agreement":null},{"id":"W3046450200","doi":"10.2147/ceor.s252244","title":"&lt;p&gt;Socioeconomic Inequality in Self-Medication in Iran: Cross-Sectional Analyses at the National and Subnational Levels&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"ClinicoEconomics and Outcomes Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Kermanshah University of Medical Sciences","keywords":"Socioeconomic status; Inequality; Cross-sectional study; Confidence interval; Geography; Proxy (statistics); Medicine; Socioeconomics; Demography; Environmental health; Population; Economics; Mathematics; Statistics; Sociology","score_opus":0.20165184383066015,"score_gpt":0.4650078080743688,"score_spread":0.26335596424370866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046450200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99008894,0.0017803123,0.0000070339606,0.0065937657,0.00017261108,0.00023599855,0.00012698266,0.000013374718,0.0009809743],"genre_scores_gemma":[0.9965415,0.0010138497,0.000036881225,0.001038035,0.000082244005,0.000015342297,0.000099796154,0.000011618697,0.0011607319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793524,0.0003629936,0.0007505486,0.00052237994,0.000094388095,0.00033445779],"domain_scores_gemma":[0.99750555,0.0020496836,0.00015261114,0.00013829155,0.00009724902,0.00005660285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029146913,0.00014511723,0.00034147376,0.00018534657,0.00033130602,0.00007117413,0.00024551162,0.00028983367,0.00073069666],"category_scores_gemma":[0.0005306433,0.000114696384,0.00008042427,0.00011738957,0.00068134634,0.00014221188,0.0002620827,0.00051626476,0.0003276191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013742759,0.0000838817,0.9911651,0.000032326687,0.00010383212,0.0000012664422,0.00047450105,0.000050405128,0.0024475984,0.0040897406,0.0010118396,0.00040205655],"study_design_scores_gemma":[0.0017717375,0.00004719231,0.9857949,0.0000062855584,0.0000046736973,0.000004871658,0.000090556954,0.0006703178,0.00017072975,0.0008556819,0.010457552,0.00012548229],"about_ca_topic_score_codex":0.00004110535,"about_ca_topic_score_gemma":0.001002278,"teacher_disagreement_score":0.009445712,"about_ca_system_score_codex":0.00024897527,"about_ca_system_score_gemma":0.0002142034,"threshold_uncertainty_score":0.8000616},"labels":[],"label_agreement":null},{"id":"W3047294686","doi":"10.1093/cid/ciaa1127","title":"Electronically Available Patient Claims Data Improve Models for Comparing Antibiotic Use Across Hospitals: Results From 576 US Facilities","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Quartile; Antibiotics; Emergency medicine; Delphi method; Intensive care medicine; Internal medicine; Confidence interval; Statistics","score_opus":0.09593096762441887,"score_gpt":0.3271380396189507,"score_spread":0.23120707199453183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047294686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780559,0.0038145015,0.0017405252,0.0002861135,0.0010229938,0.00071500626,0.013826869,0.00031191108,0.00022618729],"genre_scores_gemma":[0.99384546,0.00086945493,0.00006529758,0.00101035,0.00019592886,0.000007688132,0.003280495,0.00003582376,0.0006895164],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996606,0.00024337252,0.0011459576,0.0012180525,0.000070289345,0.00071634556],"domain_scores_gemma":[0.9963065,0.001956601,0.00036845775,0.001036814,0.00015858604,0.00017305044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024213728,0.00032293523,0.0008286174,0.000019547144,0.00039161707,0.00013367362,0.0005799714,0.00038416564,0.000059736347],"category_scores_gemma":[0.0023020396,0.00027575804,0.00030875005,0.00010544533,0.00069208763,0.00046368406,0.00057690695,0.00047724048,0.00042101427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0101028085,0.0057220226,0.7070091,0.0006565261,0.004960386,0.00006738728,0.0016219199,0.0015838223,0.012547053,0.0010341419,0.23634377,0.018351067],"study_design_scores_gemma":[0.07576263,0.02332425,0.3890756,0.0016601703,0.0045675165,0.00001940922,0.0040011327,0.056236856,0.026418129,0.011137082,0.39984554,0.007951671],"about_ca_topic_score_codex":0.00049827696,"about_ca_topic_score_gemma":0.00024280258,"teacher_disagreement_score":0.31793347,"about_ca_system_score_codex":0.000041353487,"about_ca_system_score_gemma":0.00020670451,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W3047461512","doi":"10.1016/j.cmi.2020.07.048","title":"Antibiotics: easier to start than to stop? Predictors of antimicrobial stewardship recommendation acceptance","year":2020,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Public Health Ontario","funders":"","keywords":"Odds ratio; Medicine; Antimicrobial stewardship; Logistic regression; Antibiotic Stewardship; Confidence interval; Odds; Antibiotics; Audit; Family medicine; Internal medicine; Antibiotic resistance; Accounting; Business","score_opus":0.03450450103653232,"score_gpt":0.30283977478077967,"score_spread":0.26833527374424737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047461512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99018127,0.0001097131,0.0030505203,0.0035071103,0.0021554227,0.00045836798,0.00013850574,0.00007771835,0.00032137678],"genre_scores_gemma":[0.9950185,0.00025652314,0.00029569963,0.00384175,0.0002028283,0.0000010125187,0.00015198426,0.000017139308,0.00021460642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979688,0.0003867236,0.00073219644,0.00057126477,0.000013532238,0.00032751256],"domain_scores_gemma":[0.9991626,0.00020812925,0.00021528886,0.00018951032,0.00011628079,0.00010818228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048608522,0.00021138173,0.00053558894,0.0000948273,0.00014967723,0.000011853947,0.00015687973,0.00054256123,0.000264049],"category_scores_gemma":[0.00049949676,0.0001865453,0.00013586471,0.000256429,0.0003304797,0.00009161899,0.00022951621,0.00039616157,0.00041005202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091964664,0.00022314352,0.2343085,0.00007545666,0.00020700452,8.921707e-7,0.00041107257,0.000010055981,0.732204,0.000077912584,0.025434662,0.0061276294],"study_design_scores_gemma":[0.0026682627,0.003983334,0.3438351,0.00022902469,0.00018666218,0.000046175817,0.00018139681,0.000004391272,0.41397536,0.000029092653,0.2342394,0.0006218274],"about_ca_topic_score_codex":0.000035396955,"about_ca_topic_score_gemma":0.00005886391,"teacher_disagreement_score":0.3182287,"about_ca_system_score_codex":0.00001923856,"about_ca_system_score_gemma":0.00005283024,"threshold_uncertainty_score":0.7607096},"labels":[],"label_agreement":null},{"id":"W3047698531","doi":"","title":"Convenient antimicrobial product <i>versus</i> protection of public health - A comment.","year":2020,"lang":"en","type":"article","venue":"順天堂医学","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Product (mathematics); Public health; Antimicrobial; Business; Risk analysis (engineering); Medicine; Biology; Microbiology","score_opus":0.07087836569244454,"score_gpt":0.256075586898414,"score_spread":0.18519722120596943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047698531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67745703,0.004974199,0.006495407,0.30294263,0.0033511792,0.002018434,0.0001486464,0.00030584706,0.0023066388],"genre_scores_gemma":[0.9965852,0.00009591159,0.00008142025,0.002858893,0.000051423638,0.000003202002,0.000048100108,0.0000094274765,0.0002664591],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990933,0.00015813542,0.00024019333,0.00022364328,0.000028143917,0.00025659375],"domain_scores_gemma":[0.99958193,0.000015081309,0.0001662822,0.0001534131,0.00004878548,0.000034519857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000180865,0.00009632269,0.00022578688,0.000029791954,0.000112925096,0.0000065476315,0.00012669932,0.000067656576,0.00015289427],"category_scores_gemma":[0.000056786503,0.000082842176,0.00006108449,0.0001559532,0.00015406172,0.00005014163,0.000052105115,0.00016898342,0.00017324481],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006089657,0.00045538245,0.00093814795,0.00042933453,0.00029126287,0.0000026058171,0.0027156281,0.0000023803264,0.81559473,0.0015665261,0.16776186,0.009633193],"study_design_scores_gemma":[0.002765536,0.00073234754,0.000700749,0.00005746075,0.000017881863,0.0000102229205,0.00039022995,0.000005215433,0.32992372,0.0000058314063,0.6652282,0.00016258647],"about_ca_topic_score_codex":0.000103971615,"about_ca_topic_score_gemma":0.00001299633,"teacher_disagreement_score":0.49746636,"about_ca_system_score_codex":0.00002391034,"about_ca_system_score_gemma":0.00012267049,"threshold_uncertainty_score":0.3378206},"labels":[],"label_agreement":null},{"id":"W3048357969","doi":"10.1017/ice.2020.339","title":"Effect of prospective audit and feedback on inpatient fluoroquinolone use and appropriateness of prescribing","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Island Health; Covenant Health; Interior Health","funders":"","keywords":"Medicine; Audit; Medical prescription; Emergency medicine; Prospective cohort study; Urinary system; Internal medicine; Intensive care medicine; Pharmacology","score_opus":0.014280312830688095,"score_gpt":0.238925266023976,"score_spread":0.22464495319328792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048357969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943501,0.0033692268,0.0007203293,0.00073495886,0.00023267265,0.0004990361,0.000026668878,0.000025051484,0.000041971096],"genre_scores_gemma":[0.99886143,0.0008360608,0.000026091948,0.00020259975,0.000028698718,0.000011497994,0.0000067940755,0.000008109916,0.00001874192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985505,0.00053131295,0.00037673727,0.00033315632,0.000017939412,0.00019037208],"domain_scores_gemma":[0.9982269,0.0012855306,0.00029189297,0.00009315386,0.00006588896,0.000036625024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038647462,0.00016504596,0.0007278966,0.00004991063,0.00007997842,0.0000035842431,0.000033606124,0.00024615222,0.0000075325593],"category_scores_gemma":[0.0013481874,0.000118325275,0.00005655136,0.00005613559,0.00054518814,0.000082096216,0.000051976862,0.00019695175,0.00000352875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021048167,0.00009927058,0.94267404,0.0003608282,0.0003639258,0.0000015435901,0.00045468428,0.00003116033,0.039732203,0.002498475,0.00013981294,0.011539255],"study_design_scores_gemma":[0.0047022356,0.010966609,0.96170753,0.00013734012,0.00014819762,0.000013261341,0.00003091163,0.00016017187,0.021401213,0.00023610255,0.0003241922,0.00017223836],"about_ca_topic_score_codex":0.00035991546,"about_ca_topic_score_gemma":0.000009528819,"teacher_disagreement_score":0.019033499,"about_ca_system_score_codex":0.000008356082,"about_ca_system_score_gemma":0.000010488406,"threshold_uncertainty_score":0.48251647},"labels":[],"label_agreement":null},{"id":"W3048837910","doi":"","title":"Antibiose et antibiorésistance: tuer et ne pas être tué","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier de l'Université Laval","funders":"","keywords":"Materials science","score_opus":0.011831716139713113,"score_gpt":0.237198879101405,"score_spread":0.22536716296169187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048837910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5186805,0.045321647,0.07236936,0.10121386,0.005078202,0.0021822266,0.0012505772,0.000659033,0.25324458],"genre_scores_gemma":[0.76185393,0.016271066,0.0097676115,0.001098639,0.000038696668,0.000009140239,0.0020038793,0.000116735566,0.20884033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9812381,0.014376288,0.0011894901,0.0018355311,0.0002809989,0.0010795733],"domain_scores_gemma":[0.9903121,0.0023301085,0.001177305,0.0038591397,0.0021405476,0.00018082092],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0073191444,0.00094866584,0.0012307006,0.00026186605,0.00068925,0.00037038568,0.0020157904,0.0016447431,0.0014194062],"category_scores_gemma":[0.0010468239,0.0009602543,0.0006570851,0.00054282125,0.0013436561,0.00030252308,0.001963462,0.0023598645,0.0022690615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002530742,0.0036079276,0.02818074,0.0017406596,0.0013165305,0.000066399145,0.015098633,0.00010137088,0.16234425,0.7478707,0.027467407,0.011952332],"study_design_scores_gemma":[0.0038924583,0.0000056435706,0.07522843,0.019235855,0.0004923022,0.00014931576,0.0009449921,0.0004949983,0.31665683,0.003112607,0.5773404,0.002446148],"about_ca_topic_score_codex":0.001848726,"about_ca_topic_score_gemma":0.0045472803,"teacher_disagreement_score":0.74475807,"about_ca_system_score_codex":0.00018691199,"about_ca_system_score_gemma":0.00091389555,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W3048849061","doi":"10.1038/s41598-020-70741-4","title":"Antibiotic use and hygiene interact to influence the distribution of antimicrobial-resistant bacteria in low-income communities in Guatemala","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Washington State University","keywords":"Hygiene; Antibiotics; Antibiotic resistance; Antimicrobial; Odds ratio; Medicine; Environmental health; Sanitation; Microbiology; Veterinary medicine; Biology; Internal medicine","score_opus":0.013496432712024877,"score_gpt":0.23249486207785752,"score_spread":0.21899842936583264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048849061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980841,0.00023781169,0.000025870455,0.00048878766,0.0007886756,0.00031053275,0.00003231905,0.000015092991,0.00001679651],"genre_scores_gemma":[0.9995883,0.000030877294,0.000034230827,0.0000973761,0.000004520765,0.0000013139606,0.00011179163,0.0000072930743,0.00012430067],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984384,0.00021484199,0.0006600287,0.0003462639,0.000056484612,0.00028399032],"domain_scores_gemma":[0.99899906,0.0001254468,0.00023725332,0.0005066724,0.00010072295,0.000030823318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007879035,0.00013849075,0.0003053513,0.00011052179,0.00015460783,0.00010701891,0.00021061658,0.00009200261,0.000026183008],"category_scores_gemma":[0.00035092173,0.00009975415,0.000042011052,0.0005472269,0.000651196,0.0002177681,0.00022334463,0.00020782255,0.000015904781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013194713,0.000077895835,0.17332987,0.0001469962,0.000015904407,0.000095615476,0.0026915923,0.00011312672,0.8228007,0.00005545285,0.00044600636,0.00009489199],"study_design_scores_gemma":[0.00033872764,0.00007072088,0.69754505,0.0013625848,0.000014893902,0.00007952572,0.0010478604,0.000020660571,0.29677692,0.00004612136,0.002497926,0.00019901252],"about_ca_topic_score_codex":0.0008275062,"about_ca_topic_score_gemma":0.0008393589,"teacher_disagreement_score":0.52602375,"about_ca_system_score_codex":0.00003320464,"about_ca_system_score_gemma":0.00006927409,"threshold_uncertainty_score":0.4067856},"labels":[],"label_agreement":null},{"id":"W3048994798","doi":"10.1093/cid/ciaa1139","title":"The Association Between High and Unnecessary Antibiotic Prescribing: A Cohort Study Using Family Physician Electronic Medical Records","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Trillium Health Centre; North York General Hospital; Sunnybrook Hospital; St Joseph's Health Centre; Toronto Western Hospital; University Health Network; Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; Toronto East General Hospital; University of Toronto; Hospital for Sick Children; Public Health Ontario","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Antibiotics; Medical record; Poisson regression; Cohort; Rate ratio; Electronic prescribing; Emergency medicine; Family medicine; Intensive care medicine; Pediatrics; Antibiotic resistance; Internal medicine; Population; Confidence interval; Environmental health; Nursing","score_opus":0.024536025878357542,"score_gpt":0.3074590515162246,"score_spread":0.2829230256378671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048994798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946441,0.0031812552,0.00008417523,0.0005937612,0.0005801384,0.00050685706,0.000025697842,0.00013873276,0.00024525737],"genre_scores_gemma":[0.9968244,0.0011999612,8.219623e-7,0.0014009658,0.00042031676,0.000003320288,0.000030781575,0.000020476944,0.00009897495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975634,0.0008440219,0.0005566591,0.000468808,0.00012880655,0.0004382721],"domain_scores_gemma":[0.99772704,0.0015822148,0.0002821504,0.00021235051,0.000077456665,0.00011878139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000681014,0.0001847,0.0005116768,0.000021830316,0.00055324595,0.000053976983,0.00021225585,0.00029108647,0.000017241915],"category_scores_gemma":[0.001449173,0.00013100181,0.0001446408,0.00019076209,0.0003145645,0.000078939396,0.00014905403,0.00062848645,0.00006393106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052549778,0.0004417681,0.99313617,0.000017469241,0.0010920039,0.0000065954137,0.000035641155,0.0000012246188,0.00010551612,0.000101617945,0.0014499034,0.003559526],"study_design_scores_gemma":[0.0013408477,0.0007824659,0.99470156,0.000043929875,0.0007703076,7.3880835e-7,0.00022052816,0.000032347878,0.00003684628,0.0002086536,0.0016856951,0.00017608197],"about_ca_topic_score_codex":0.00012309835,"about_ca_topic_score_gemma":0.00006565741,"teacher_disagreement_score":0.0033834442,"about_ca_system_score_codex":0.00007488513,"about_ca_system_score_gemma":0.00024385776,"threshold_uncertainty_score":0.53420985},"labels":[],"label_agreement":null},{"id":"W3049670251","doi":"10.1177/0020731420949823","title":"The Antimicrobial Resistance Crisis: How Neoliberalism Helps Microbes Dodge Our Drugs","year":2020,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Neoliberalism (international relations); Politics; Ideology; Political science; Corporate governance; Public health; Development economics; Economic growth; Political economy; Sociology; Medicine; Economics; Law","score_opus":0.010340748139487654,"score_gpt":0.26720231253931503,"score_spread":0.2568615643998274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049670251","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19879478,0.035978444,0.00023063217,0.7599536,0.0046339678,0.00014888575,0.00006819761,0.000033534714,0.00015792077],"genre_scores_gemma":[0.9652415,0.0038263716,0.00032530597,0.028935429,0.0005712615,6.5868863e-7,0.000016561988,0.000016565627,0.0010663465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984532,0.0002442916,0.00065442297,0.00018267438,0.0001488224,0.00031661452],"domain_scores_gemma":[0.99830526,0.000078484285,0.0009687804,0.00012955342,0.00045793355,0.000059986043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045905096,0.00016244907,0.000321546,0.0000671735,0.0003326684,0.00012896392,0.0010543452,0.000106421445,0.000019198069],"category_scores_gemma":[0.00001693541,0.00010671556,0.00016576209,0.00009863838,0.000059733225,0.00023161112,0.00010166043,0.00037891677,0.000074877884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031464677,0.0003096508,0.0013448455,0.0009205793,0.0021365536,0.00015870798,0.026037026,0.000030838462,0.10285029,0.0031272697,0.85454124,0.005396537],"study_design_scores_gemma":[0.0026090678,0.0001987395,0.0021301252,0.0010660955,0.000047928508,0.00024691527,0.01790621,0.000005167661,0.02409818,0.00042664612,0.95099556,0.00026935866],"about_ca_topic_score_codex":0.00011699956,"about_ca_topic_score_gemma":0.00018648173,"teacher_disagreement_score":0.7664467,"about_ca_system_score_codex":0.00005703935,"about_ca_system_score_gemma":0.00020423194,"threshold_uncertainty_score":0.43517342},"labels":[],"label_agreement":null},{"id":"W3056717454","doi":"10.1016/j.ajic.2020.08.019","title":"Harnessing implementation science to optimize harm prevention in critically ill children: A pilot study of bedside nurse CLABSI bundle performance in the pediatric intensive care unit","year":2020,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"Agency for Healthcare Research and Quality; National Institute on Aging; National Institutes of Health; National Heart, Lung, and Blood Institute; Robert Wood Johnson Foundation","keywords":"Medicine; Bundle; Pediatric intensive care unit; Psychological intervention; Critically ill; Intensive care unit; Harm; Nursing; Intensive care; Intensive care medicine; Psychology","score_opus":0.01617450005263948,"score_gpt":0.31159274016003824,"score_spread":0.29541824010739876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3056717454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968458,0.00016021653,0.0016876004,0.0007005539,0.00014481322,0.0004322942,0.0000028305824,0.0000046407827,0.00002129227],"genre_scores_gemma":[0.9987117,0.00004557731,0.00007368681,0.001108863,0.000046341385,0.000004945045,0.0000014668806,0.000005491289,0.0000019422541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874973,0.00031064305,0.0005134179,0.00014310116,0.00009499151,0.00018808617],"domain_scores_gemma":[0.9982218,0.000097106335,0.00040010584,0.00008259005,0.0011698577,0.00002855096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004468223,0.00009513675,0.0002872639,0.0002912861,0.000116606745,0.000018947496,0.00016090233,0.000017879192,0.000018518767],"category_scores_gemma":[0.00038063544,0.00006995803,0.00004109667,0.00087419647,0.00019799528,0.00020730394,0.000017423496,0.00029154762,0.0000044400485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084151607,0.00040073902,0.97307897,0.000012398236,0.000040204686,0.0000034016834,0.010147585,0.0010108383,0.008054375,0.000009839264,0.000013162782,0.006386969],"study_design_scores_gemma":[0.0037930699,0.012987087,0.915156,0.00005224549,0.00009049149,0.000044259876,0.06678342,0.000024997877,0.0009779901,0.0000017822298,0.000010243068,0.00007840073],"about_ca_topic_score_codex":0.0003519577,"about_ca_topic_score_gemma":0.00016264926,"teacher_disagreement_score":0.05792296,"about_ca_system_score_codex":0.00005411142,"about_ca_system_score_gemma":0.00017327664,"threshold_uncertainty_score":0.28528056},"labels":[],"label_agreement":null},{"id":"W3081009616","doi":"10.1016/j.apergo.2020.103242","title":"Antibiotic stewardship from a decision-making, behavioral economics, and incentive design perspective","year":2020,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Tragedy of the commons; Stewardship (theology); Commons; Incentive; Public economics; Common-pool resource; Government (linguistics); Behavioral economics; Collective action; Economics; Business; Political science; Finance; Microeconomics","score_opus":0.019199512252012114,"score_gpt":0.24479259339449108,"score_spread":0.22559308114247897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081009616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876348,0.0020861477,0.00829283,0.00020309165,0.00029688425,0.00037057872,0.00010631515,0.00007373241,0.00093566626],"genre_scores_gemma":[0.99170756,0.00071009545,0.0068984567,0.00051785185,0.00007615018,0.0000025953127,0.000026824408,0.000032399086,0.000028088652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875695,0.000037923113,0.00027958525,0.0006020723,0.000016628965,0.00030684867],"domain_scores_gemma":[0.9992914,0.00025229045,0.00015066101,0.00022041152,0.000030687523,0.000054526616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007807896,0.00023970573,0.00038847077,0.000044329674,0.00017711498,0.000042259213,0.0002391849,0.00026216882,0.000108906446],"category_scores_gemma":[0.000026276999,0.00023673706,0.00006812255,0.00006470047,0.00029529794,0.000072942006,0.00017176139,0.0002609287,0.00043409885],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03708028,0.002336652,0.02010615,0.00013691494,0.004919474,0.00014133121,0.065359905,0.002302581,0.23086357,0.36622122,0.020878581,0.24965335],"study_design_scores_gemma":[0.033112463,0.0040010153,0.24722548,0.0009280007,0.003078635,0.000081308994,0.117672734,0.0023591956,0.44018847,0.08328075,0.058718,0.009353958],"about_ca_topic_score_codex":0.000115337505,"about_ca_topic_score_gemma":0.000048092217,"teacher_disagreement_score":0.28294045,"about_ca_system_score_codex":0.00010816715,"about_ca_system_score_gemma":0.00008341711,"threshold_uncertainty_score":0.9653857},"labels":[],"label_agreement":null},{"id":"W3081379538","doi":"10.1177/0897190020951347","title":"Delayed Antibiotic Prescribing in the Outpatient Setting","year":2020,"lang":"en","type":"letter","venue":"Journal of Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Antibiotics; Intensive care medicine; Emergency medicine","score_opus":0.032603318649364284,"score_gpt":0.31121053426988265,"score_spread":0.2786072156205184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081379538","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004919003,0.013576548,0.00013185495,0.975992,0.0027271532,0.00033824728,0.000023356137,0.00001533253,0.0022764832],"genre_scores_gemma":[0.22629577,0.0013572861,0.00039061453,0.76931053,0.0020252196,7.102255e-7,0.000040243172,0.00004360403,0.0005360352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996362,0.0018401527,0.00095154764,0.00023844079,0.0001979849,0.00040991188],"domain_scores_gemma":[0.9956084,0.0019954958,0.0019298787,0.00022259082,0.0002237806,0.000019871435],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010044995,0.00028055217,0.00049555884,0.00016109286,0.00016173426,0.00006869131,0.00077955675,0.0003088758,0.0001105481],"category_scores_gemma":[0.0013005574,0.0001803588,0.00023785722,0.00021383713,0.00010821762,0.00044724517,0.00008425329,0.006955395,0.00017890007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006230951,0.00016006453,0.00017228053,0.00017140506,0.0005496324,0.005263225,0.0021172871,0.0000075712583,0.009188567,0.000006367743,0.98060894,0.0011315385],"study_design_scores_gemma":[0.0018330883,0.00022722916,0.000043445798,0.00029921453,0.0007349928,0.002492988,0.0011481991,0.000010030395,0.0028522145,0.000011504749,0.9901429,0.00020419841],"about_ca_topic_score_codex":0.00006710137,"about_ca_topic_score_gemma":0.0000023986966,"teacher_disagreement_score":0.22137676,"about_ca_system_score_codex":0.00007433285,"about_ca_system_score_gemma":0.00026438254,"threshold_uncertainty_score":0.9953356},"labels":[],"label_agreement":null},{"id":"W3081381033","doi":"10.1016/s1473-3099(20)30392-3","title":"Evidence for action: a One Health learning platform on interventions to tackle antimicrobial resistance","year":2020,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; University of Waterloo; University of Guelph","funders":"Consortium of International Agricultural Research Centers; European Commission; Canadian Institutes of Health Research; Joint Programming Initiative on Antimicrobial Resistance; Wellcome Trust; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Vetenskapsrådet; National Science Foundation","keywords":"Psychological intervention; Antibiotic resistance; Action (physics); Antimicrobial; Resistance (ecology); Medicine; Microbiology; Biology; Nursing; Antibiotics; Ecology","score_opus":0.22250433043422252,"score_gpt":0.4156116373549192,"score_spread":0.19310730692069666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081381033","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003608268,0.99290824,0.0009694783,0.0021533412,0.0009672029,0.0018266828,0.00050542026,0.00033730263,0.00029625642],"genre_scores_gemma":[0.0019828128,0.99204147,0.000031390937,0.0011459026,0.0007290568,0.00020167402,0.00027645036,0.000058684738,0.0035325647],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785995,0.0003968994,0.0005815418,0.00055629516,0.000060074406,0.0005452063],"domain_scores_gemma":[0.9978736,0.00092650915,0.00056097255,0.00049795,0.000065517335,0.00007542838],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029138278,0.00039522012,0.0017103308,0.00011779636,0.0008837822,0.000068002315,0.00048353363,0.00021004335,0.00011439334],"category_scores_gemma":[0.000667707,0.00027859368,0.0008588854,0.00035954578,0.00014113105,0.00007982985,0.00012786957,0.000709634,0.00079591956],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010411391,0.0006330373,0.0000635972,0.09630815,0.0016122826,0.000009276713,0.0003032464,0.000023588327,0.00002718407,0.003672065,0.23769005,0.65861636],"study_design_scores_gemma":[0.00044715067,0.00049396465,0.00006131391,0.060675625,0.00070782535,0.000016924687,0.00002667662,1.3488494e-7,0.000011030711,0.000071161805,0.9371924,0.00029582944],"about_ca_topic_score_codex":0.00003220331,"about_ca_topic_score_gemma":0.00024420497,"teacher_disagreement_score":0.6995023,"about_ca_system_score_codex":0.000249348,"about_ca_system_score_gemma":0.00038317646,"threshold_uncertainty_score":0.99998206},"labels":[],"label_agreement":null},{"id":"W3081646668","doi":"10.1007/s11606-020-06096-3","title":"Impact of Clinical Decision Support on Antibiotic Prescribing for Acute Respiratory Infections: a Cluster Randomized Implementation Trial","year":2020,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; School of Medicine, New York University; York University","keywords":"Medicine; Randomized controlled trial; Intensive care medicine; Antibiotics; Cluster (spacecraft); Respiratory tract infections; MEDLINE; Clinical trial; Cluster randomised controlled trial; Respiratory system; Emergency medicine; Family medicine; Internal medicine","score_opus":0.06457423368482637,"score_gpt":0.44592170764924566,"score_spread":0.38134747396441926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081646668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774916,0.00053281785,0.017508987,0.00079390913,0.0028905254,0.0006301292,0.00002109892,0.0000066296425,0.00012431324],"genre_scores_gemma":[0.9962137,0.00033675897,0.0005286816,0.0010952036,0.0015527825,0.0000016254753,0.000011705881,0.000014540534,0.00024502908],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971091,0.00043110497,0.0020047447,0.00016421704,0.00011503869,0.00017579358],"domain_scores_gemma":[0.9970256,0.0010559367,0.0014330908,0.00010712952,0.00030405272,0.00007417932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019893742,0.0001550715,0.0011672054,0.00016646566,0.000054440035,0.00000673098,0.0001866172,0.00015422648,0.00036993314],"category_scores_gemma":[0.001662975,0.00008664045,0.00074259617,0.00008538756,0.00023635445,0.000095099575,0.000032972526,0.00037181334,0.0000090247495],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.82628053,0.00027348162,0.0036509586,0.00002600397,0.0026885688,0.000025098621,0.00033175416,0.000026620884,0.105169326,0.000050264174,0.054224584,0.007252824],"study_design_scores_gemma":[0.9145566,0.04740595,0.004730003,0.0006515173,0.0012154031,0.00010435804,0.00013745157,0.00007278087,0.027813727,0.000111287714,0.003056157,0.00014471855],"about_ca_topic_score_codex":0.000051337207,"about_ca_topic_score_gemma":0.0000063870084,"teacher_disagreement_score":0.088276125,"about_ca_system_score_codex":0.00003683033,"about_ca_system_score_gemma":0.00016828612,"threshold_uncertainty_score":0.40505087},"labels":[],"label_agreement":null},{"id":"W3082744202","doi":"10.1017/ice.2020.346","title":"Nudging empiric prescribing: Embedding antimicrobial stewardship program order sets into a general medicine admission order set","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Agency of Canada; St Joseph's Health Centre","funders":"","keywords":"Antimicrobial stewardship; Order (exchange); Set (abstract data type); Stewardship (theology); Embedding; Medicine; Antimicrobial; Computer science; Business; Artificial intelligence; Microbiology; Political science; Programming language; Biology; Antibiotics; Law","score_opus":0.02995160591893018,"score_gpt":0.3276618657036749,"score_spread":0.2977102597847447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082744202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9388026,0.0048990827,0.015385426,0.037450816,0.0017552915,0.0009085682,0.000019374342,0.0004185999,0.0003602626],"genre_scores_gemma":[0.9904276,0.0005431456,0.0010240464,0.0071744546,0.00042175237,0.000028650336,0.00011671224,0.000030722364,0.00023290224],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971394,0.000756503,0.0007262224,0.00070466136,0.00003991866,0.00063328864],"domain_scores_gemma":[0.99863225,0.00049854553,0.00033964374,0.00018775977,0.00019335402,0.00014842376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000679728,0.0003631126,0.00094140327,0.00011279895,0.00043498422,0.000015602369,0.00013242003,0.00054641545,0.00022051139],"category_scores_gemma":[0.002516355,0.00027113658,0.000119533994,0.00024727228,0.0005126832,0.00015181933,0.000100828205,0.00058134267,0.00008686195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002045893,0.00081079255,0.5442643,0.0008247403,0.0018380213,0.00007614114,0.008124466,0.0013283851,0.1876472,0.0024551742,0.1256301,0.12495475],"study_design_scores_gemma":[0.035348695,0.01758509,0.2737727,0.0011695387,0.001410949,0.0006271829,0.0010817099,0.03512312,0.0052340254,0.0028877638,0.62222123,0.0035379855],"about_ca_topic_score_codex":0.0009685595,"about_ca_topic_score_gemma":0.000054259523,"teacher_disagreement_score":0.49659115,"about_ca_system_score_codex":0.00003501447,"about_ca_system_score_gemma":0.000084562314,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W3084592217","doi":"10.1136/bmjgh-2020-003393","title":"Antibiotic overuse in the primary health care setting: a secondary data analysis of standardised patient studies from India, China and Kenya","year":2020,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University; McGill University","funders":"Canadian Institutes of Health Research; McGill University; Bill and Melinda Gates Foundation","keywords":"Medicine; Medical prescription; Antibiotics; Antibiotic resistance; China; Health care; Environmental health; Public health; Family medicine; Geography; Nursing","score_opus":0.022374975565890277,"score_gpt":0.34304938258050494,"score_spread":0.32067440701461464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084592217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83799565,0.14179148,0.00004631444,0.008926626,0.0001598796,0.00072881277,0.01007514,0.000024011544,0.00025209424],"genre_scores_gemma":[0.9858113,0.0028370502,0.00026538258,0.009372748,0.000022616967,0.0000010513384,0.0016811342,0.000006425834,0.0000023145979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977415,0.00063750404,0.0006461489,0.0005048091,0.00010641617,0.00036361426],"domain_scores_gemma":[0.9987636,0.00012970885,0.00043337914,0.0005785968,0.000037223508,0.00005746436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047982836,0.00018029168,0.00083529606,0.000060245573,0.00020762495,0.0000111789195,0.00035327213,0.00009593832,0.0000149889],"category_scores_gemma":[0.00009058672,0.00012555954,0.00007338372,0.00058744964,0.00021522245,0.00006718676,0.0003189003,0.0002521232,0.0000038349667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019875017,0.0006305753,0.56715506,0.0035356486,0.0071495497,0.000101151825,0.14471173,0.000050562114,0.00020835678,0.00069944747,0.13286458,0.14090584],"study_design_scores_gemma":[0.0012552239,0.0005589677,0.9731977,0.00020877288,0.00022131375,0.000004707325,0.020048577,0.000014121895,0.000030163454,0.000029853007,0.0042770416,0.00015353922],"about_ca_topic_score_codex":0.0020022076,"about_ca_topic_score_gemma":0.0018840779,"teacher_disagreement_score":0.40604267,"about_ca_system_score_codex":0.00019151586,"about_ca_system_score_gemma":0.00091047335,"threshold_uncertainty_score":0.51201695},"labels":[],"label_agreement":null},{"id":"W3085089539","doi":"","title":"Update on the adverse effects of antimicrobial therapies in community practice.","year":2020,"lang":"en","type":"review","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; South Health Campus","funders":"","keywords":"Antimicrobial; Medicine; Data science; Alternative medicine; Adverse effect; Bioinformatics; Computer science; Intensive care medicine; Pharmacology; Biology; Microbiology; Pathology","score_opus":0.025829204754125215,"score_gpt":0.26163721743396967,"score_spread":0.23580801267984447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085089539","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034014086,0.9956847,0.0000016212789,0.00058370293,0.00056560605,0.0016374243,0.00003567525,0.000023499513,0.0011276702],"genre_scores_gemma":[0.0076971035,0.9912109,0.0000055377873,0.0005467607,0.000026476779,0.00015585696,0.000054898926,0.000024741134,0.00027773404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965432,0.0025365963,0.00040099357,0.00018712708,0.000031094736,0.00030097034],"domain_scores_gemma":[0.9967809,0.0022606282,0.00044490572,0.00047512876,0.00002452811,0.000013944525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061940297,0.00026881136,0.0010617583,0.00008513315,0.00012599165,0.0000066524594,0.0005490524,0.00036881233,0.000019811217],"category_scores_gemma":[0.0006587251,0.00015260754,0.0002685283,0.00023635206,0.0002949508,0.000042257372,0.00013922596,0.0013680304,0.00018458065],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001284107,0.00042018006,0.000006638398,0.009241318,0.001094648,0.000034896635,0.00046324832,6.9452895e-8,0.00002701643,0.0008779083,0.0055915173,0.98211414],"study_design_scores_gemma":[0.00034177364,0.000028829412,0.00024389196,0.0028213668,0.0003742725,0.00001563263,0.00009165509,5.713611e-9,0.00029320997,0.00000931954,0.9956284,0.00015163001],"about_ca_topic_score_codex":0.00006239198,"about_ca_topic_score_gemma":0.00002178554,"teacher_disagreement_score":0.9900369,"about_ca_system_score_codex":0.000040107865,"about_ca_system_score_gemma":0.00007094771,"threshold_uncertainty_score":0.62231547},"labels":[],"label_agreement":null},{"id":"W3086420671","doi":"10.1057/s41271-020-00248-9","title":"Governing antimicrobial resistance: a narrative review of global governance mechanisms","year":2020,"lang":"en","type":"review","venue":"Journal of Public Health Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Guelph; University of British Columbia; Ottawa Hospital; Canada Research Chairs; University of Toronto; University of New Brunswick; University of Ottawa","funders":"","keywords":"Corporate governance; Public health; Global governance; Global health; Political science; Public health law; Action plan; Population; Resistance (ecology); Narrative; Public relations; Health policy; International health; Medicine; Business; Environmental health; Biology; Ecology","score_opus":0.050288570569756094,"score_gpt":0.38683014867871807,"score_spread":0.33654157810896196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086420671","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.7123476e-7,0.9721376,0.0006649949,0.0238288,0.0007592852,0.0005358192,0.00080702355,0.000017152908,0.0012484743],"genre_scores_gemma":[0.00003053793,0.9935792,0.0006149123,0.004199194,0.00046208984,0.000002821895,0.00004874068,0.00003907702,0.0010234283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936633,0.0018383207,0.0030803673,0.00037078283,0.00023912643,0.00080808456],"domain_scores_gemma":[0.98992825,0.00019686436,0.00879961,0.0003841784,0.00046169438,0.0002294323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022822018,0.000525828,0.0046319487,0.000120669065,0.00020482478,0.000023721605,0.0009866675,0.00054468104,0.00021037423],"category_scores_gemma":[0.0020300404,0.00038810805,0.0011394622,0.0012707724,0.0002496473,0.00019162642,0.00016698318,0.0012717667,0.000102527294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034637516,0.00018252184,0.0000012507709,0.2766789,0.0012010223,0.000056156143,0.00049021415,2.7595714e-8,0.000012688317,0.02443786,0.33914706,0.3577577],"study_design_scores_gemma":[0.00040523053,0.00021473996,0.000006131663,0.18053494,0.00018248067,0.00050440646,0.00007723417,1.1957275e-8,0.0000025119243,0.00004928662,0.81781244,0.00021055713],"about_ca_topic_score_codex":0.000117546384,"about_ca_topic_score_gemma":0.00004297737,"teacher_disagreement_score":0.4786654,"about_ca_system_score_codex":0.0014386667,"about_ca_system_score_gemma":0.01738007,"threshold_uncertainty_score":0.99985707},"labels":[],"label_agreement":null},{"id":"W3087059629","doi":"10.1002/jac5.1329","title":"Global contributions of pharmacists during the <scp>COVID</scp>‐19 pandemic","year":2020,"lang":"en","type":"article","venue":"JACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"","keywords":"Pandemic; Pharmacy; Health care; Public health; Coronavirus disease 2019 (COVID-19); Medicine; Family medicine; Nursing; Political science; Infectious disease (medical specialty)","score_opus":0.05257082701095082,"score_gpt":0.39731961968826707,"score_spread":0.34474879267731623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087059629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922796,0.002924471,0.00022946614,0.0025516602,0.000883494,0.00021688524,0.0006294166,0.000013779222,0.00027125922],"genre_scores_gemma":[0.9951236,0.0021164853,0.00005692821,0.0020598257,0.00027417357,7.1540757e-7,0.0000012613136,0.000010559207,0.0003564376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966491,0.001052035,0.0016550517,0.00018507932,0.00016050189,0.0002982191],"domain_scores_gemma":[0.99409014,0.0021112536,0.0030496146,0.00026494733,0.0003436609,0.00014036195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011298853,0.00017588775,0.00095978513,0.000031296346,0.00021659912,0.000005014957,0.0011507531,0.00006894063,0.00009032597],"category_scores_gemma":[0.0037616466,0.00009726726,0.00078023266,0.0006273375,0.0015899657,0.00008045106,0.00023892395,0.0007993415,0.000017157054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023394583,0.00061487156,0.78198737,0.00011721843,0.002147163,0.00007765144,0.00026736932,0.00017161052,0.13506584,0.00024185551,0.074986115,0.0019834712],"study_design_scores_gemma":[0.036601506,0.0021929238,0.45251086,0.00040250193,0.0026937297,0.0028587778,0.003386323,0.00013389198,0.08621745,0.0011838878,0.4114408,0.00037732857],"about_ca_topic_score_codex":0.000025352214,"about_ca_topic_score_gemma":0.0000035866792,"teacher_disagreement_score":0.3364547,"about_ca_system_score_codex":0.000053316988,"about_ca_system_score_gemma":0.00062430877,"threshold_uncertainty_score":0.5858295},"labels":[],"label_agreement":null},{"id":"W3087392508","doi":"10.1093/cid/ciaa1397","title":"Using Prior Culture Results to Improve Initial Empiric Antibiotic Prescribing: An Evaluation of a Simple Clinical Heuristic","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antibiotics; Confidence interval; Internal medicine; Hazard ratio; Medical prescription; Empiric therapy; Vancomycin; Infection control; Antibiotic Stewardship; Pharmacist; Intensive care medicine; Emergency medicine; Antibiotic resistance; Staphylococcus aureus; Family medicine; Pharmacy; Microbiology","score_opus":0.17772897596140566,"score_gpt":0.45419653996193304,"score_spread":0.2764675640005274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087392508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99539906,0.0008975149,0.00059509045,0.00016593061,0.0012623963,0.0008298134,0.00037762892,0.00013887316,0.00033371858],"genre_scores_gemma":[0.997876,0.00007139734,0.00006190099,0.001191759,0.0005511242,0.000003200537,0.00018157462,0.000027381408,0.00003564623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99568576,0.0015197499,0.0015063981,0.0007934049,0.00014427329,0.00035043355],"domain_scores_gemma":[0.99764776,0.00062246656,0.0005030058,0.00046960262,0.00049676414,0.00026042387],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011241104,0.00024451088,0.0007316373,0.000058357884,0.00020071195,0.000029350264,0.00025941234,0.00044611676,0.00010126458],"category_scores_gemma":[0.010501879,0.0002031282,0.00036259627,0.0002964755,0.0004619657,0.00013214398,0.00015766211,0.00044699985,0.00014601472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006453741,0.01025444,0.8367252,0.00059977977,0.0018315365,0.0000653584,0.0015617266,0.001062657,0.03937684,0.00024723442,0.02420464,0.07761686],"study_design_scores_gemma":[0.02615022,0.016531097,0.9240826,0.00057336467,0.0057250797,0.000021361371,0.00087327696,0.0057265754,0.009910272,0.0010928297,0.007762242,0.0015510928],"about_ca_topic_score_codex":0.000043800923,"about_ca_topic_score_gemma":0.000032617823,"teacher_disagreement_score":0.08735741,"about_ca_system_score_codex":0.00003531169,"about_ca_system_score_gemma":0.00047528336,"threshold_uncertainty_score":0.9978331},"labels":[],"label_agreement":null},{"id":"W3088309735","doi":"10.1111/jcpt.13277","title":"Short‐course versus long‐course antibiotic treatment in patients with uncomplicated gram‐negative bacteremia: A systematic review and meta‐analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Pharmacy and Therapeutics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Innovation Program in Military Medicine of Chinese People’s Liberation Army","keywords":"Bacteremia; Medicine; Relative risk; Cochrane Library; Internal medicine; Meta-analysis; Confidence interval; Randomized controlled trial; Incidence (geometry); Adverse effect; Antibiotics","score_opus":0.16094152664076625,"score_gpt":0.45129876339602737,"score_spread":0.29035723675526115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088309735","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045469598,0.9975115,0.000013460213,0.00030234182,0.0001816173,0.0014220697,0.00008981719,0.00000931176,0.000015187744],"genre_scores_gemma":[0.018744066,0.9806811,0.00003992896,0.00034213596,0.000031077954,0.000005457687,0.000044355726,0.000033217733,0.00007866824],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99491155,0.0016327905,0.0026190125,0.00043218306,0.000115527764,0.00028896247],"domain_scores_gemma":[0.99555683,0.0016513341,0.002147039,0.00031145476,0.000208334,0.00012500513],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078251347,0.0006016977,0.009247326,0.00013624602,0.00007940679,0.000030262905,0.00029545816,0.00032472014,0.000043849523],"category_scores_gemma":[0.00006234893,0.00030487461,0.0016121172,0.00051986065,0.00036103453,0.00009485041,0.000052899843,0.0011272543,0.000011607028],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011355556,0.0021121951,0.0029116918,0.16297811,0.7649072,0.00014967173,0.000076912,4.358132e-7,1.4413061e-7,0.000012985055,0.000029559798,0.06568558],"study_design_scores_gemma":[0.0037671681,0.0010666047,0.00091351283,0.019826794,0.9528353,0.000050421466,0.000018634139,8.3960396e-7,0.0000012820146,0.0000047825456,0.021166429,0.00034822713],"about_ca_topic_score_codex":0.000005544672,"about_ca_topic_score_gemma":0.000020018311,"teacher_disagreement_score":0.18792814,"about_ca_system_score_codex":0.000042010484,"about_ca_system_score_gemma":0.0002779496,"threshold_uncertainty_score":0.99994034},"labels":[],"label_agreement":null},{"id":"W3088562948","doi":"10.2196/16901","title":"Automated Cluster Detection of Health Care–Associated Infection Based on the Multisource Surveillance of Process Data in the Area Network: Retrospective Study of Algorithm Development and Validation","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tongji University; Huazhong University of Science and Technology; Tongji Medical College, Huazhong University of Science and Technology; National Natural Science Foundation of China","keywords":"Receiver operating characteristic; Youden's J statistic; False positive rate; Warning system; Medicine; Algorithm; Computer science; Cluster (spacecraft); Data mining; Artificial intelligence; Internal medicine","score_opus":0.022556717268356657,"score_gpt":0.2905347163131618,"score_spread":0.2679779990448051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088562948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958549,0.00006734317,0.0030916848,0.00020736318,0.000050262966,0.0006611631,0.000017964485,0.000024194007,0.00002512152],"genre_scores_gemma":[0.9995538,0.000012862637,0.000060969356,0.00024042398,0.0000054082843,0.0000080662385,0.0001144112,0.0000033651106,7.1613647e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986598,0.00035300606,0.0006216039,0.000081486076,0.00016719803,0.00011691522],"domain_scores_gemma":[0.9989771,0.00020092436,0.0005374888,0.00017509433,0.000096964126,0.000012421729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010482296,0.00008010285,0.00025301168,0.000033230175,0.00009380067,0.000003789752,0.00017722341,0.000118417935,0.0000050470026],"category_scores_gemma":[0.00032206415,0.000045719935,0.000012833125,0.0003138588,0.00010731007,0.00004989791,0.000056394612,0.00022691049,6.805877e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065117993,0.0019112554,0.5291693,0.0019889364,0.0005619602,0.0000015999,0.40635562,0.002255521,0.00014314485,0.000023218716,0.0014308143,0.055507448],"study_design_scores_gemma":[0.0031192992,0.0012085786,0.7494593,0.00043889333,0.000021293252,0.000002101031,0.028328251,0.2157491,0.0014071142,0.000003087157,0.00013919512,0.00012373942],"about_ca_topic_score_codex":0.00008716397,"about_ca_topic_score_gemma":0.00027637783,"teacher_disagreement_score":0.37802738,"about_ca_system_score_codex":0.000030303892,"about_ca_system_score_gemma":0.000118068725,"threshold_uncertainty_score":0.18644048},"labels":[],"label_agreement":null},{"id":"W3088694282","doi":"10.1136/bmjgh-2020-003091","title":"Setting the standard: multidisciplinary hallmarks for structural, equitable and tracked antibiotic policy","year":2020,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Medical Research Council; Wellcome; Canadian Institutes of Health Research; Centers for Disease Control and Prevention; Arts and Humanities Research Council; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Wellcome Trust; Agence Nationale de la Recherche; Sight Research UK; Government of Canada; University College Dublin; Natural Environment Research Council; UK Research and Innovation; Economic and Social Research Council; World Health Organization","keywords":"Multidisciplinary approach; Stewardship (theology); Antibiotic resistance; Health policy; Political science; Politics; Public health; Public economics; Medicine; Antibiotics; Economics; Biology","score_opus":0.03376620778325991,"score_gpt":0.42518926136917684,"score_spread":0.39142305358591695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088694282","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035375757,0.98888546,0.0001970089,0.0040906365,0.000662045,0.0031856347,0.002557975,0.00007426733,0.00031157146],"genre_scores_gemma":[0.00095157744,0.99686563,0.0005279068,0.0004121996,0.00032545786,0.000016134218,0.0004711902,0.00004056956,0.00038931213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680847,0.0004888067,0.0008729191,0.0006498518,0.000068807254,0.0011111702],"domain_scores_gemma":[0.9984092,0.0003340161,0.0006931164,0.0004090262,0.000055623634,0.000099018835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00079121045,0.00050066004,0.0018515327,0.000051178493,0.0012071537,0.00005018855,0.0004247338,0.00051762554,0.000014681216],"category_scores_gemma":[0.00017934898,0.00030016474,0.00034782352,0.0003096812,0.00034000972,0.000054316908,0.00036747556,0.0004914939,0.000043537708],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011179945,0.000017419727,0.000018323972,0.019050526,0.0003245114,0.00000989669,0.00014398756,3.2491027e-7,0.0000013363026,0.005878682,0.018218469,0.95622474],"study_design_scores_gemma":[0.0006844424,0.00037488484,0.0000950678,0.0070616626,0.00027605644,0.00042815515,0.00029443085,0.000006914405,0.0000014896949,0.00038471495,0.990048,0.00034419898],"about_ca_topic_score_codex":0.00025599438,"about_ca_topic_score_gemma":0.00013732005,"teacher_disagreement_score":0.97182953,"about_ca_system_score_codex":0.0004183663,"about_ca_system_score_gemma":0.002825119,"threshold_uncertainty_score":0.99994504},"labels":[],"label_agreement":null},{"id":"W3089367550","doi":"10.1371/journal.pone.0240092","title":"Evaluation of a digital triage platform in Uganda: A quality improvement initiative to reduce the time to antibiotic administration","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Triage; Medicine; Emergency department; Mann–Whitney U test; Vital signs; Emergency medicine; Prioritization; Quality management; Sepsis; Medical emergency; Internal medicine; Nursing; Surgery; Operations management","score_opus":0.12292286560255798,"score_gpt":0.3104984038452779,"score_spread":0.18757553824271989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089367550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936232,0.000107852946,0.00004247154,0.00353154,0.000021698828,0.00094905985,0.00007969681,0.000014082395,0.0016304068],"genre_scores_gemma":[0.99921215,0.00000382792,0.000044255838,0.00041445348,0.000021263335,0.000008260967,0.000046350593,0.000005972844,0.00024348572],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906915,0.0001127284,0.00033403363,0.00019695422,0.0001442499,0.00014290315],"domain_scores_gemma":[0.999442,0.00009962109,0.00011268076,0.00014645698,0.00017421301,0.000025064064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006374328,0.0000881843,0.00023072431,0.0000382043,0.00004476867,0.000013395215,0.00012055249,0.00007387766,0.0001619875],"category_scores_gemma":[0.0008716605,0.000064838365,0.000032566793,0.00021328843,0.000045973593,0.00008444888,0.000048809903,0.000107749845,0.0004505747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084207987,0.0010912305,0.00040425136,0.00005390594,0.00026085365,8.783863e-7,0.0032368181,0.0000043872687,0.9898813,0.00007106564,0.00022964978,0.0039235763],"study_design_scores_gemma":[0.0018430775,0.0014363105,0.0117905,0.000183448,0.00016828706,4.4520496e-7,0.0010594449,0.00005984394,0.98319376,0.00008983659,0.000047240395,0.00012780623],"about_ca_topic_score_codex":0.000009962973,"about_ca_topic_score_gemma":0.000026436208,"teacher_disagreement_score":0.011386248,"about_ca_system_score_codex":0.000052557076,"about_ca_system_score_gemma":0.00015463606,"threshold_uncertainty_score":0.5791377},"labels":[],"label_agreement":null},{"id":"W3092298165","doi":"10.1186/s12992-020-00623-x","title":"Lessons learned from COVID-19 for the post-antibiotic future","year":2020,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; Global Affairs Canada; McMaster University; York University; University of Ottawa","funders":"","keywords":"Scarcity; Global health; Health care; Social policy; Economic growth; Pandemic; Development economics; Political science; Public relations; Coronavirus disease 2019 (COVID-19); Business; Economics; Medicine; Infectious disease (medical specialty)","score_opus":0.07824643351191446,"score_gpt":0.3527061391291158,"score_spread":0.27445970561720134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092298165","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004667195,0.03337427,0.052877653,0.9068281,0.00071578287,0.00061606144,0.0005633128,0.00012047881,0.00023714543],"genre_scores_gemma":[0.87833256,0.007951441,0.00017617326,0.112281114,0.000204902,0.0000017611851,0.00063752703,0.000010680218,0.00040381766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934304,0.000077289835,0.00015444453,0.00021981378,0.00002205991,0.00018334962],"domain_scores_gemma":[0.9996222,0.00006775928,0.00009246869,0.00010648356,0.000036600715,0.00007448419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012818526,0.00008573987,0.00015634781,0.000011061327,0.00052962365,0.000019096688,0.00010035596,0.00011349603,0.00013978728],"category_scores_gemma":[0.00008180253,0.000056951696,0.000037258993,0.00009582276,0.00008365826,0.000024796966,0.000026509852,0.00008189729,0.000048706388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089305756,0.00015857397,0.018070806,0.0007623436,0.00043842764,0.0000035816963,0.010296446,0.000091068876,0.0052121114,0.2887983,0.60458744,0.070687845],"study_design_scores_gemma":[0.0014495851,0.00017594211,0.020736782,0.000021129534,0.000041058036,0.0000047390267,0.0029794378,0.00012728933,0.00018779379,0.0005509515,0.9736054,0.00011991157],"about_ca_topic_score_codex":0.0005492522,"about_ca_topic_score_gemma":0.0004016131,"teacher_disagreement_score":0.8736654,"about_ca_system_score_codex":0.00002587806,"about_ca_system_score_gemma":0.00023149457,"threshold_uncertainty_score":0.40734905},"labels":[],"label_agreement":null},{"id":"W3092309756","doi":"10.1016/j.cmi.2020.10.001","title":"Antibiotic susceptibility reporting and association with antibiotic prescribing: a cohort study","year":2020,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University Health Network; Hotel Dieu Shaver Health and Rehabilitation Centre; Ottawa Hospital; Public Health Ontario; Sunnybrook Health Science Centre; Sinai Health System","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Nitrofurantoin; Antibiotics; Medicine; Odds ratio; Internal medicine; Urine; Medical prescription; Cohort; Cohort study; Antibiotic resistance; Microbiology; Pharmacology; Biology","score_opus":0.03395336981875934,"score_gpt":0.30168195792292707,"score_spread":0.2677285881041677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092309756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99733067,0.00048460625,0.00012348965,0.00047353696,0.0004779236,0.00071042776,0.000008346027,0.000120618046,0.000270371],"genre_scores_gemma":[0.99889046,0.00027732184,0.000044295775,0.0004242529,0.00008365029,0.0000014536289,0.000042545456,0.000014246765,0.00022175186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971597,0.0006563514,0.0010552544,0.000787887,0.000020488964,0.00032031685],"domain_scores_gemma":[0.99824846,0.0003692701,0.0010106787,0.00019982715,0.00011239174,0.000059374757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017993929,0.00021711185,0.00066748395,0.000040637067,0.00031302674,0.00002694744,0.000061581144,0.0005609653,0.00004288682],"category_scores_gemma":[0.0018796962,0.00016363792,0.00007757634,0.00014963551,0.00044664583,0.000107875436,0.00010679171,0.0006573343,0.00005592157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024648852,0.00034274295,0.9311799,0.000055762666,0.00039452888,0.000007503509,0.00019966242,7.789867e-7,0.06620993,0.00001920046,0.0005379163,0.00080559315],"study_design_scores_gemma":[0.0016383774,0.0022368988,0.9894184,0.0000531603,0.00027866778,0.00009454756,0.00019947939,0.0000069396347,0.004641785,0.0000078879775,0.0012065195,0.00021733114],"about_ca_topic_score_codex":0.0001121455,"about_ca_topic_score_gemma":0.00019002784,"teacher_disagreement_score":0.06156814,"about_ca_system_score_codex":0.00003179732,"about_ca_system_score_gemma":0.000045309658,"threshold_uncertainty_score":0.66729605},"labels":[],"label_agreement":null},{"id":"W3092748322","doi":"10.1186/s41256-020-00171-2","title":"The effects of the primary health care providers’ prescription behavior interventions to improve the rational use of antibiotics: a systematic review","year":2020,"lang":"en","type":"review","venue":"Global Health Research and Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Shandong University","keywords":"Medical prescription; Psychological intervention; Medicine; Cochrane Library; MEDLINE; Family medicine; Systematic review; Randomized controlled trial; Health care; Nursing; Internal medicine","score_opus":0.08157236328194954,"score_gpt":0.45735865242672524,"score_spread":0.3757862891447757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092748322","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016064696,0.97969145,0.000012370062,0.00670719,0.00031111948,0.012382276,0.0008504376,0.000009257683,0.000019850624],"genre_scores_gemma":[0.0003045796,0.9978098,0.000016157166,0.0011563834,0.000058373214,0.00007934935,0.000094398725,0.000013487128,0.00046744387],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99368775,0.0039382805,0.0012463348,0.00031942292,0.0002276549,0.0005805296],"domain_scores_gemma":[0.99700963,0.0010170715,0.00085366063,0.0007040864,0.00030571595,0.00010980609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013929473,0.00023605578,0.0014858631,0.00007562188,0.0008243613,0.000044073542,0.0006403728,0.00016929801,0.0000018736654],"category_scores_gemma":[0.0019491367,0.00010284757,0.00044315791,0.0007538592,0.00060593133,0.00004558879,0.00041891998,0.0006376215,0.000018321873],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019619862,0.00007107574,0.000004507948,0.8913086,0.0001420191,6.1545154e-7,0.00022790053,6.99682e-9,0.000003520942,0.0030734192,0.016807614,0.0883411],"study_design_scores_gemma":[0.00022662924,0.0013559287,0.00032775418,0.6593723,0.00044015434,0.000043813972,0.00018293931,5.31761e-8,0.000008334887,0.000034327142,0.33789334,0.00011439303],"about_ca_topic_score_codex":0.0017092541,"about_ca_topic_score_gemma":0.00054113875,"teacher_disagreement_score":0.32108572,"about_ca_system_score_codex":0.000527032,"about_ca_system_score_gemma":0.004625899,"threshold_uncertainty_score":0.8206146},"labels":[],"label_agreement":null},{"id":"W3092963918","doi":"10.1097/ccm.0000000000004698","title":"Long-Term Sustainability and Acceptance of Antimicrobial Stewardship in Intensive Care: A Retrospective Cohort Study*","year":2020,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Antimicrobial stewardship; Retrospective cohort study; Cohort; Population; Odds ratio; Intensive care medicine; Emergency medicine; Internal medicine; Antibiotics; Environmental health; Antibiotic resistance","score_opus":0.012750886304433077,"score_gpt":0.2995203857551606,"score_spread":0.28676949945072755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092963918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886303,0.0059067006,0.000116953444,0.0040857405,0.00025381322,0.0007179396,0.000027482896,0.000026925552,0.00023415385],"genre_scores_gemma":[0.9990201,0.00005413091,0.000011126113,0.00078267907,0.00006383554,0.00000587342,0.000031583433,0.000012071408,0.000018573808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856365,0.00020192712,0.0003736485,0.00048599255,0.000074318974,0.00030048078],"domain_scores_gemma":[0.9980269,0.00018435465,0.000050452283,0.00022376557,0.0014573333,0.00005719049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015183346,0.0001792774,0.0006917888,0.000056464924,0.00007444938,0.000004447505,0.00015223444,0.00016695492,0.0001397448],"category_scores_gemma":[0.0035841789,0.00014077427,0.000045109533,0.00021833621,0.00169632,0.000046796093,0.0001235858,0.0003949083,0.000004429974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003822107,0.000067843706,0.9609029,0.0009189762,0.000046303314,0.0001450711,0.022969056,1.0256486e-7,0.013847839,0.00019001291,0.00015537214,0.0003743087],"study_design_scores_gemma":[0.001774264,0.0010690839,0.8842544,0.00016530498,0.00012790118,0.000011819275,0.106783874,2.0374017e-7,0.0056421566,0.000027795357,0.000019128289,0.00012406718],"about_ca_topic_score_codex":0.00017177305,"about_ca_topic_score_gemma":0.00017331839,"teacher_disagreement_score":0.08381482,"about_ca_system_score_codex":0.00012934075,"about_ca_system_score_gemma":0.00008930078,"threshold_uncertainty_score":0.62501615},"labels":[],"label_agreement":null},{"id":"W3093129818","doi":"10.1093/jac/dkaa394","title":"AMR-Intervene: a social–ecological framework to capture the diversity of actions to tackle antimicrobial resistance from a One Health perspective","year":2020,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Canadian Institutes of Health Research; Svenska Forskningsrådet Formas; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Health Research","keywords":"Psychological intervention; Corporate governance; Diversity (politics); Perspective (graphical); Resistance (ecology); Ecological systems theory; Political science; Environmental resource management; Management science; Ecology; Business; Medicine; Computer science; Engineering; Biology; Economics","score_opus":0.031459872485808296,"score_gpt":0.2878720496968362,"score_spread":0.25641217721102794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093129818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7505652,0.0006241316,0.0078060683,0.23967128,0.0005430538,0.0003861344,0.00024840253,0.000024985213,0.00013079852],"genre_scores_gemma":[0.9630794,0.00026722605,0.0035492172,0.03247002,0.00034021414,5.464126e-7,0.0000054591196,0.000023110133,0.00026478773],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983044,0.00026873348,0.0006175665,0.00032244014,0.00010782928,0.00037899803],"domain_scores_gemma":[0.99851507,0.00015965915,0.00066514156,0.0001952414,0.00036006336,0.00010484411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002868051,0.00023661336,0.0007947624,0.00008895942,0.0005850631,0.000027813172,0.00070150144,0.00030571874,0.00036627575],"category_scores_gemma":[0.00014864712,0.00017576184,0.00043009518,0.00044294356,0.00026213218,0.000081836464,0.00020214035,0.0008121032,0.000053424472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00424409,0.0007115432,0.0006924854,0.00005469357,0.0008883145,0.000014616575,0.029051235,0.00002410158,0.6991092,0.0006730677,0.26433626,0.00020040471],"study_design_scores_gemma":[0.008793028,0.0030158171,0.079392254,0.0022071279,0.00044730457,0.00009765306,0.016671263,0.0000015139983,0.77316463,0.0009629452,0.11396352,0.0012829364],"about_ca_topic_score_codex":0.0003386827,"about_ca_topic_score_gemma":0.00021865251,"teacher_disagreement_score":0.21251428,"about_ca_system_score_codex":0.00017593673,"about_ca_system_score_gemma":0.00021515803,"threshold_uncertainty_score":0.716736},"labels":[],"label_agreement":null},{"id":"W3095035246","doi":"10.1017/ice.2020.791","title":"Friend or Foe: Perceptions of Infectious Disease Specialists as Stewards and Social Determinants of Antimicrobial Prescribing","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; Foothills Medical Centre; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Qualitative research; Medicine; Family medicine; Pharmacy; Infectious disease (medical specialty); Disease; Internal medicine","score_opus":0.019160207686964376,"score_gpt":0.28453162328055176,"score_spread":0.2653714155935874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095035246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958788,0.00072931347,0.0009296772,0.001462553,0.00044809817,0.0002699194,0.0001240868,0.000035573477,0.000121970115],"genre_scores_gemma":[0.99867487,0.0004989266,0.00002194726,0.0005464394,0.00015028396,0.0000053095982,0.000015700545,0.000010858948,0.000075651646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985136,0.00035387036,0.00054252136,0.00031783155,0.000021577725,0.00025064373],"domain_scores_gemma":[0.9990582,0.00036865677,0.00034124954,0.00008735547,0.00008758744,0.000056955094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024452046,0.0001697948,0.0007133166,0.000063983905,0.00020628216,0.00000480519,0.00005592553,0.0002580469,0.000110665525],"category_scores_gemma":[0.0008427197,0.00013527003,0.00012558386,0.00007470527,0.0007566242,0.00009445794,0.000062296866,0.00018646775,0.0000123926875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012276347,0.00019683174,0.9589196,0.00031702843,0.00022192096,0.000008955015,0.0014328279,0.000009416299,0.02869983,0.0019195655,0.0010925883,0.0059538307],"study_design_scores_gemma":[0.0034356888,0.0012487427,0.99042016,0.0000707707,0.00024837445,0.000044438926,0.00020221545,0.000079313715,0.00111211,0.00036713344,0.0025215747,0.00024945466],"about_ca_topic_score_codex":0.0005753444,"about_ca_topic_score_gemma":0.00013423037,"teacher_disagreement_score":0.03150061,"about_ca_system_score_codex":0.000011054269,"about_ca_system_score_gemma":0.00006492929,"threshold_uncertainty_score":0.5516152},"labels":[],"label_agreement":null},{"id":"W3095703806","doi":"10.1017/ice.2020.1189","title":"Variability in Antimicrobial Use Among Hospitals Participating in the Canadian Nosocomial Infection Surveillance Program","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; University of Alberta; Ottawa Hospital; Sunnybrook Health Science Centre; University of Toronto; Montreal Children's Hospital; Hospital for Sick Children; Nova Scotia Health Authority; Saskatchewan Health Authority; Royal Jubilee Hospital; University of British Columbia; Kingston Health Sciences Centre; Stollery Children's Hospital; Izaak Walton Killam Health Centre; Manitoba Health; Hôpital Maisonneuve-Rosemont; University of Manitoba; London Health Sciences Centre; Jewish General Hospital; Alberta Health Services; Université de Montréal; University of Waterloo; Health PEI; Public Health Agency of Canada; McGill University Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Interquartile range; Quartile; Antimicrobial; Emergency medicine; Pediatrics; Internal medicine; Confidence interval","score_opus":0.022168440682993142,"score_gpt":0.274540932288322,"score_spread":0.2523724916053289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095703806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903139,0.0001505059,0.0003647957,0.0074241217,0.0005665141,0.0009352591,0.000024033228,0.00006221801,0.00015866585],"genre_scores_gemma":[0.9974129,0.00011454812,0.0000322992,0.0021355026,0.00010317409,0.00015434164,0.000030153857,0.000009970174,0.0000070796023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99600387,0.0022954715,0.0006311718,0.0004530891,0.000023039654,0.00059334753],"domain_scores_gemma":[0.99790573,0.0016089479,0.00020396255,0.00015714452,0.000057074918,0.00006714529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023955356,0.00020567788,0.00056924863,0.000093247625,0.0002536483,0.000033199216,0.000093015406,0.0004554705,0.00003218495],"category_scores_gemma":[0.0042882557,0.0001556884,0.000096533906,0.00026269766,0.000461731,0.00018940883,0.000027899145,0.00064960466,0.000025392781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006987208,0.00011571737,0.9947348,0.000024638857,0.000039671686,0.000007966933,0.000485839,0.00015551085,0.00021056517,0.0005920267,0.00054953154,0.003013811],"study_design_scores_gemma":[0.0014218034,0.00041899335,0.9937641,0.000024233663,0.000015800799,0.00000769125,0.000017655477,0.00063099974,0.000027777953,0.00016693192,0.0033150655,0.00018893088],"about_ca_topic_score_codex":0.32154012,"about_ca_topic_score_gemma":0.49188417,"teacher_disagreement_score":0.17034404,"about_ca_system_score_codex":0.000079438294,"about_ca_system_score_gemma":0.00008651298,"threshold_uncertainty_score":0.6829778},"labels":[],"label_agreement":null},{"id":"W3096096326","doi":"10.1017/ice.2020.534","title":"Significant Regional Differences in Antibiotic Use Across 576 US Hospitals and 11,701,326 Million Admissions, 2016–2017","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Antibiotics; Retrospective cohort study; Emergency medicine; Antibiotic resistance; Cohort; Pediatrics; Internal medicine","score_opus":0.03648024930946524,"score_gpt":0.28224132185420614,"score_spread":0.2457610725447409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096096326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97870094,0.009152394,0.0007258092,0.010249346,0.00059931516,0.0003995675,0.000064192456,0.00007333824,0.00003508323],"genre_scores_gemma":[0.9891238,0.00770994,0.000049703005,0.002713869,0.00010346375,0.000008360627,0.000036309088,0.000014847729,0.00023965797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974184,0.00063433795,0.0006398508,0.00068627385,0.00003306892,0.0005880459],"domain_scores_gemma":[0.9980958,0.0011803024,0.00031539283,0.00017534113,0.0000650626,0.00016807558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053905084,0.00031125493,0.00091842754,0.00008137433,0.00031542097,0.000027211941,0.000109169654,0.0005499057,0.000037380723],"category_scores_gemma":[0.0018975749,0.000233529,0.00011815075,0.00012271704,0.0006701703,0.00021630462,0.00008349176,0.00041914074,0.000052237974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022075263,0.00010996775,0.9866682,0.000050567094,0.00011491069,0.000019598074,0.00030682186,0.000008923916,0.0052717715,0.00089479424,0.0043775057,0.0019561537],"study_design_scores_gemma":[0.0022493813,0.00087210553,0.9853022,0.00012139696,0.000045110424,0.00003940601,0.00012333534,0.00019648627,0.00014693626,0.0002671144,0.010313119,0.0003233913],"about_ca_topic_score_codex":0.002163303,"about_ca_topic_score_gemma":0.00016239155,"teacher_disagreement_score":0.010422894,"about_ca_system_score_codex":0.000021170925,"about_ca_system_score_gemma":0.00006578268,"threshold_uncertainty_score":0.95230365},"labels":[],"label_agreement":null},{"id":"W3096321189","doi":"10.1007/978-3-030-27874-8_26","title":"The Super-Wicked Problem of Antimicrobial Resistance","year":2020,"lang":"en","type":"book-chapter","venue":"Public health ethics analysis","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Poverty; Interdependence; Vulnerability (computing); Resistance (ecology); Productivity; Development economics; Business; Medicine; Health care; Economic cost; Antibiotic resistance; Global health; Economic growth; Political science; Economics; Biology; Ecology; Computer science","score_opus":0.06489967282452369,"score_gpt":0.2992711021553936,"score_spread":0.2343714293308699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096321189","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013052371,0.07112731,0.003589691,0.66627914,0.0009519247,0.0013957074,0.0012679608,0.00024260084,0.25501516],"genre_scores_gemma":[0.08621138,0.037951306,0.00073341565,0.010713555,0.0001874917,0.000011487778,0.0016422522,0.0001394678,0.86240965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964673,0.0004629279,0.0013937191,0.0007318059,0.00022664973,0.0007176045],"domain_scores_gemma":[0.9960672,0.0010461692,0.0012363202,0.0009015469,0.00061969116,0.0001290354],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0028705709,0.0004293692,0.001429282,0.0003535391,0.0010682694,0.000057399553,0.00085933006,0.0014215535,0.00035242995],"category_scores_gemma":[0.00031115327,0.00031134245,0.0007960381,0.0005062009,0.0016306726,0.000053893044,0.00020015308,0.002879091,0.00019619192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001248527,0.00009969651,0.00012848225,0.0019579888,0.0143685285,0.000010425027,0.00639901,0.000003918446,0.000752048,0.91305983,0.060951293,0.0021439109],"study_design_scores_gemma":[0.0002705936,0.0000503165,0.00006223015,0.00021510995,0.00070451875,0.000002127966,0.00015740415,0.0000019018916,0.00011369505,0.0012140147,0.9969063,0.00030182133],"about_ca_topic_score_codex":0.00026126832,"about_ca_topic_score_gemma":0.0035947498,"teacher_disagreement_score":0.935955,"about_ca_system_score_codex":0.00012999226,"about_ca_system_score_gemma":0.0025601673,"threshold_uncertainty_score":0.99993384},"labels":[],"label_agreement":null},{"id":"W3096796519","doi":"10.1017/ice.2020.815","title":"Hospital-Acquired Bloodstream Infections With MRSA and VRE: Standardized Admission Screening Did Not Impact Rates","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Emergency medicine; Acute care; Intensive care medicine; Health care; Pediatrics","score_opus":0.013899544015535727,"score_gpt":0.27681072263310547,"score_spread":0.26291117861756974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096796519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597375,0.004909206,0.024636757,0.009391323,0.00038623787,0.0005050909,0.00009356414,0.000200589,0.00013976304],"genre_scores_gemma":[0.99686646,0.0013395762,0.00019454677,0.0012632771,0.00014418039,0.00002165671,0.00005246968,0.000025630372,0.00009219414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978838,0.00047854596,0.0004944967,0.00060463644,0.00003539227,0.0005031478],"domain_scores_gemma":[0.9983734,0.0008399935,0.00032664443,0.00016752296,0.00011685273,0.00017560522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043499278,0.00035678,0.00091651763,0.000085155145,0.0005231299,0.000026496018,0.00006770753,0.000402291,0.00013825222],"category_scores_gemma":[0.0010565029,0.00024394935,0.00015931661,0.00016236326,0.00058457325,0.00020920325,0.00006217328,0.00033549912,0.000026421954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012176362,0.00022982513,0.96157223,0.000057768375,0.0009975376,0.0000138100595,0.00038898044,0.00008893849,0.019415038,0.00056908565,0.0022103726,0.013238749],"study_design_scores_gemma":[0.01202469,0.011616706,0.94546765,0.00016051337,0.00045590615,0.00009490969,0.00022032068,0.0005360405,0.0029134215,0.00026946425,0.02545096,0.00078943017],"about_ca_topic_score_codex":0.00086766033,"about_ca_topic_score_gemma":0.000059807197,"teacher_disagreement_score":0.037129,"about_ca_system_score_codex":0.00002428003,"about_ca_system_score_gemma":0.00006456781,"threshold_uncertainty_score":0.9947966},"labels":[],"label_agreement":null},{"id":"W3096939896","doi":"10.1186/s12992-020-00636-6","title":"‘I know those people will be approachable and not mistreat us’: a qualitative study of inspectors and private drug sellers’ views on peer supervision in rural Uganda","year":2020,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Uppsala Universitet; Nottingham Trent University; Erasmus+; Trent University; UNICEF","keywords":"Qualitative research; Incentive; Supervisor; Grounded theory; Focus group; Public relations; Peer group; Nursing; Psychology; Medicine; Business; Social psychology; Political science; Sociology; Marketing","score_opus":0.04329315634393266,"score_gpt":0.3314658969954611,"score_spread":0.2881727406515284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096939896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99162585,0.0036121064,0.000053414067,0.004040177,0.000043233373,0.00046292652,0.000045398327,0.000017093937,0.00009978218],"genre_scores_gemma":[0.99534565,0.0033805827,0.000041517338,0.0009717122,0.0000069747643,0.0000022766192,0.00007077295,0.0000067180868,0.0001738169],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99891007,0.00032371082,0.0002905121,0.0002525539,0.000056442863,0.00016674049],"domain_scores_gemma":[0.99966776,0.000038597398,0.00011518778,0.00008497165,0.00004092828,0.000052523217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003112272,0.00013091143,0.00034794834,0.000045474928,0.00014794385,0.000011970136,0.000045244393,0.00007318633,0.000020174439],"category_scores_gemma":[0.000031697055,0.00010294056,0.000014731072,0.00018387476,0.00007940957,0.000067611414,0.000046779936,0.00009800753,0.0000019392573],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009063729,0.0008497192,0.32527617,0.0008745253,0.00010633046,0.0000029134492,0.6578043,0.000023739754,0.0015110638,0.005076197,0.00548273,0.002085892],"study_design_scores_gemma":[0.013209231,0.0035873963,0.5437017,0.0007240674,0.000070477276,0.000014290067,0.41940162,0.0004895801,0.0015124759,0.00017017945,0.016516883,0.00060211093],"about_ca_topic_score_codex":0.0013802291,"about_ca_topic_score_gemma":0.0019849294,"teacher_disagreement_score":0.23840274,"about_ca_system_score_codex":0.000023752818,"about_ca_system_score_gemma":0.000037969487,"threshold_uncertainty_score":0.41977942},"labels":[],"label_agreement":null},{"id":"W3097605078","doi":"10.1017/ice.2020.566","title":"Prevalence of Healthcare-Associated Infections and Antimicrobial Resistance in Rural Alberta Acute-Care Facilities","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Public Health Agency of Canada; Glenrose Rehabilitation Hospital; Alberta Health Services","funders":"","keywords":"Medicine; Antibiotic resistance; Ceftriaxone; Acute care; Antimicrobial; Antibiotics; Emergency medicine; Internal medicine; Health care; Intensive care medicine; Microbiology","score_opus":0.009902840185843009,"score_gpt":0.24990597347388438,"score_spread":0.24000313328804138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097605078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781744,0.011172585,0.00031006403,0.009191264,0.00036416398,0.00033263754,0.00018423711,0.000037296242,0.00023336036],"genre_scores_gemma":[0.99528515,0.0035038656,0.000021843596,0.000686162,0.000025659625,0.0000115464945,0.000027435919,0.00000804259,0.00043026306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982696,0.00052024395,0.00053885364,0.00032519703,0.000017371334,0.0003287157],"domain_scores_gemma":[0.99872696,0.0007783818,0.0002531236,0.00010290497,0.000092082,0.000046524146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023407432,0.00018124576,0.00062702654,0.00007268631,0.00015107213,0.000004572053,0.000060469727,0.0003515527,0.00003344769],"category_scores_gemma":[0.0009755867,0.00016190913,0.00008361873,0.00011817696,0.00052642386,0.00010706517,0.000044803484,0.0003174078,0.000012290133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025877837,0.00008408576,0.98902994,0.0005256472,0.00018595616,0.0000018504412,0.0021449258,0.000009589114,0.0031254892,0.0034088395,0.00057854893,0.0006463436],"study_design_scores_gemma":[0.0030002962,0.0010790159,0.9918456,0.00021320977,0.00009800042,0.0000125323195,0.00035361075,0.000032775984,0.00031250375,0.00047894754,0.0023147096,0.0002588118],"about_ca_topic_score_codex":0.0076537784,"about_ca_topic_score_gemma":0.0065308684,"teacher_disagreement_score":0.017110791,"about_ca_system_score_codex":0.000029815963,"about_ca_system_score_gemma":0.000042298838,"threshold_uncertainty_score":0.99895436},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3098936072","doi":"10.1371/journal.pone.0231754","title":"A mathematical model and inference method for bacterial colonization in hospital units applied to active surveillance data for carbapenem-resistant enterobacteriaceae","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institutes of Health; York University; NYU Langone Medical Center","keywords":"Inference; Transmission (telecommunications); Colonization; Carbapenem; Computer science; Medicine; Biology; Antibiotics; Artificial intelligence; Microbiology","score_opus":0.06554603901477991,"score_gpt":0.27414021423370377,"score_spread":0.20859417521892387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098936072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9080883,0.000046093635,0.08747859,0.0010950551,0.000051409395,0.0015346821,0.001628701,0.00003158497,0.0000455586],"genre_scores_gemma":[0.97251993,0.000023257619,0.026142644,0.00016526804,0.0000363638,0.000079264406,0.00091613724,0.00001994231,0.00009719043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999045,0.00005185811,0.00023570536,0.00040556552,0.00003139993,0.00023046724],"domain_scores_gemma":[0.9992343,0.00031813575,0.000081898186,0.00023123814,0.000096423115,0.000037963982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015348791,0.00013715416,0.00039021624,0.0000309795,0.000066305955,0.000021155913,0.0002316356,0.00013902399,0.000018307808],"category_scores_gemma":[0.00058844197,0.00012693208,0.000013953047,0.00011204678,0.00004634701,0.000070032576,0.00017341289,0.0000810712,0.00000856969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031576178,0.00054849096,0.00031961603,0.0004033473,0.00023602911,5.161612e-7,0.0016039731,0.000018324292,0.99090755,0.002271283,0.00031412975,0.00021910625],"study_design_scores_gemma":[0.032063838,0.007182535,0.025850715,0.001951847,0.0012052585,0.000004157905,0.0026680639,0.1086997,0.8076853,0.0052020596,0.004239102,0.003247432],"about_ca_topic_score_codex":0.000005428314,"about_ca_topic_score_gemma":0.00010570987,"teacher_disagreement_score":0.18322228,"about_ca_system_score_codex":0.000020361573,"about_ca_system_score_gemma":0.0000732741,"threshold_uncertainty_score":0.517614},"labels":[],"label_agreement":null},{"id":"W3100891479","doi":"10.1136/leader-2020-fmlm.90","title":"90 Reduction of inappropriate antibiotic prescribing in a GP practice led by practice pharmacists","year":2020,"lang":"en","type":"article","venue":"Abstracts","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Antibiotics; Antimicrobial stewardship; Antibiotic Stewardship; Nice; Pharmacy; Family medicine; Pediatrics; Antibiotic resistance; Pharmacology; Computer science","score_opus":0.01752267131716706,"score_gpt":0.2719557912610307,"score_spread":0.25443311994386364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100891479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750067,0.0049640043,0.00008548083,0.0055563883,0.00062435505,0.00045326565,0.000025826683,0.00007398548,0.013210005],"genre_scores_gemma":[0.99763054,0.00072045036,0.0004826131,0.0005494702,0.00004668912,0.0000013345709,0.000041750773,0.000019620269,0.00050755916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984609,0.00026029287,0.00052094343,0.00036857036,0.000072839066,0.00031644217],"domain_scores_gemma":[0.998878,0.0002584318,0.00050671166,0.00018817351,0.0001281367,0.00004057143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044456904,0.00017191608,0.00029785527,0.00005594405,0.00007064257,0.000016354681,0.00018364858,0.00022126277,0.00006527497],"category_scores_gemma":[0.0013369235,0.00016273472,0.000055460576,0.00025674823,0.0001398802,0.000572039,0.000054113752,0.0005173462,0.0002575193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011445817,0.0005538956,0.00013523789,0.00014371563,0.00017220194,0.000069247195,0.0019546023,0.00007854899,0.9839859,0.000120187906,0.009279574,0.0023622822],"study_design_scores_gemma":[0.0026699821,0.00028281988,0.0018265427,0.00017808075,0.00018813889,0.0003133212,0.0023994097,0.000016816528,0.941099,0.000023685274,0.050697785,0.00030440016],"about_ca_topic_score_codex":0.00026399293,"about_ca_topic_score_gemma":0.000004581102,"teacher_disagreement_score":0.042886905,"about_ca_system_score_codex":0.00003075774,"about_ca_system_score_gemma":0.00008724385,"threshold_uncertainty_score":0.6636129},"labels":[],"label_agreement":null},{"id":"W3101123428","doi":"10.1093/wentk/9780190663414.003.0008","title":"Preserving Antibiotics and Developing new Antibacterial Treatments","year":2019,"lang":"en","type":"book-chapter","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Intensive care medicine; Medicine; Quarter (Canadian coin); Microbiology; Biology; Geography","score_opus":0.019299505066050254,"score_gpt":0.22984240337857517,"score_spread":0.21054289831252493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101123428","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10951945,0.037867717,0.0021022374,0.0014213072,0.016567267,0.0032321932,0.00080519187,0.00074179046,0.8277429],"genre_scores_gemma":[0.083574265,0.008244472,0.0014582605,0.00025341703,0.0003262169,6.5245964e-9,0.00050742674,0.00016603975,0.9054699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977021,0.0000405947,0.000635074,0.000865774,0.000104193685,0.0006522131],"domain_scores_gemma":[0.99849904,0.00013618072,0.0004477668,0.0007413021,0.00009973791,0.00007599474],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120324905,0.0007622827,0.0010313893,0.00020565864,0.00025985495,0.000089828114,0.00041817082,0.0015089157,0.00059712847],"category_scores_gemma":[0.000036123136,0.0006867396,0.00019938286,0.000049737242,0.00033077103,0.00012958075,0.00043464324,0.0006063354,0.0017515908],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011581064,0.00045421955,0.02911789,0.004383473,0.013414038,0.0006754904,0.0014992227,0.000007667293,0.2502486,0.51216745,0.14687465,0.039999165],"study_design_scores_gemma":[0.0047933487,0.0007155372,0.009016602,0.004811224,0.0017451041,0.00035453742,0.00009469112,0.000009976686,0.11502205,0.0035499188,0.8568977,0.0029893005],"about_ca_topic_score_codex":0.00006673262,"about_ca_topic_score_gemma":0.000051834853,"teacher_disagreement_score":0.71002305,"about_ca_system_score_codex":0.00008283389,"about_ca_system_score_gemma":0.00045298346,"threshold_uncertainty_score":0.99978733},"labels":[],"label_agreement":null},{"id":"W3104901023","doi":"10.2807/1560-7917.es.2020.25.45.1900414","title":"Rates of increase of antibiotic resistance and ambient temperature in Europe: a cross-national analysis of 28 countries between 2000 and 2016","year":2020,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research","keywords":"Antibiotic resistance; Antibiotics; Medicine; Microbiology; Biology","score_opus":0.011692369064177728,"score_gpt":0.2577849316268356,"score_spread":0.24609256256265785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104901023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865562,0.012020079,0.000008513274,0.00028165322,0.00002927338,0.00009270859,0.000774007,0.000007333469,0.00023023794],"genre_scores_gemma":[0.9977262,0.0015531325,0.000040397503,0.00008137793,0.000010129372,2.549475e-7,0.00005774099,0.0000079318925,0.0005228364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885136,0.00019470173,0.00046097403,0.0002777468,0.00007188173,0.00014331489],"domain_scores_gemma":[0.9990445,0.00025505794,0.00028472397,0.00013088156,0.0002607955,0.000024049496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032229183,0.00012612053,0.00056896266,0.00012580272,0.000041445925,0.000008486087,0.000115844065,0.00010037742,0.000021349246],"category_scores_gemma":[0.00034923223,0.00010626737,0.00004253189,0.00079262105,0.00063863595,0.000051217277,0.000059095757,0.00011759876,0.0000024250032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033887854,0.000033718017,0.8792425,0.00023146655,0.0002607773,0.000003599238,0.0003975632,0.0000184282,0.118813924,0.00027465727,0.00036641455,0.000018117986],"study_design_scores_gemma":[0.0007350662,0.00007045026,0.9531232,0.00010278773,0.00006116055,9.3284257e-7,0.000027753746,0.000007387256,0.044440407,0.000008633355,0.0013252101,0.000096998185],"about_ca_topic_score_codex":0.0000647791,"about_ca_topic_score_gemma":0.00009531547,"teacher_disagreement_score":0.07437352,"about_ca_system_score_codex":0.00000698211,"about_ca_system_score_gemma":0.00009670418,"threshold_uncertainty_score":0.43334576},"labels":[],"label_agreement":null},{"id":"W3105873222","doi":"10.1093/jacamr/dlaa087","title":"Factors influencing choices of empirical antibiotic treatment for bacterial infections in a scenario-based survey in Vietnam","year":2020,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Genitourinary system; Psychological intervention; Antibiotics; Regimen; Antimicrobial stewardship; Sepsis; Family medicine; Internal medicine; Intensive care medicine; Antibiotic resistance; Nursing","score_opus":0.05813877844062538,"score_gpt":0.3023676895715599,"score_spread":0.24422891113093453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105873222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99734926,0.00035950527,0.00022989584,0.00044090228,0.00039442076,0.0006925175,0.0004154551,0.00004186245,0.00007615478],"genre_scores_gemma":[0.9989339,0.00006756582,0.00024245653,0.0002133808,0.000037575006,0.000006955198,0.00023610286,0.000030698393,0.0002313479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776113,0.00033341,0.0007598798,0.0005716499,0.000049564485,0.0005243823],"domain_scores_gemma":[0.99869174,0.0006076039,0.00029718218,0.00026438694,0.00009097791,0.000048124944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002405055,0.00033064955,0.0008179677,0.00020574484,0.00012739042,0.000024447612,0.00024580653,0.00034655872,0.000060256676],"category_scores_gemma":[0.00052170915,0.000280587,0.00020777133,0.00062044105,0.00025111897,0.00010991406,0.00003645986,0.00023103798,0.000017554652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001590939,0.00054113526,0.6500171,0.0002555276,0.000073155825,0.000004870065,0.0006892221,0.00012217546,0.34578446,0.000021587946,0.00083119934,0.00006864687],"study_design_scores_gemma":[0.0052674618,0.00046252858,0.765861,0.0005122978,0.000048964266,9.885772e-7,0.00009182824,0.000018552926,0.2213173,0.0000047117455,0.006030371,0.00038404658],"about_ca_topic_score_codex":0.0009580074,"about_ca_topic_score_gemma":0.0210873,"teacher_disagreement_score":0.12446716,"about_ca_system_score_codex":0.00017871261,"about_ca_system_score_gemma":0.00038883643,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W3107529689","doi":"10.1093/tropej/fmaa093","title":"Antimicrobial Prescribing during Infant Hospital Admissions in a Birth Cohort in Dhaka, Bangladesh","year":2020,"lang":"en","type":"article","venue":"Journal of Tropical Pediatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Medical prescription; Antimicrobial; Pediatrics; Cohort; Antibiotic resistance; Cohort study; Rate ratio; Neonatal sepsis; Antibiotics; Confidence interval; Sepsis; Emergency medicine; Internal medicine","score_opus":0.00781471798907809,"score_gpt":0.21310874909403868,"score_spread":0.20529403110496058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107529689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949838,0.0022675814,0.00010668313,0.001926599,0.000513692,0.0001274438,0.00000964791,0.000011359207,0.00005317153],"genre_scores_gemma":[0.9981232,0.0010135119,0.0002597112,0.00019995093,0.00031928244,4.392014e-7,0.000002304903,0.000012644765,0.00006892283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986272,0.000106956926,0.0006878645,0.00018003865,0.00007393717,0.00032399155],"domain_scores_gemma":[0.999402,0.000087619264,0.00026056427,0.00008988007,0.000056880377,0.000103097525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000991394,0.00013766595,0.00039998398,0.00020214214,0.000055496177,0.000015403686,0.00024370849,0.0002294327,0.00013574802],"category_scores_gemma":[0.0006048435,0.00010985609,0.00013895307,0.00034665482,0.000054003383,0.00013048985,0.00008818023,0.00088982104,0.000025709982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028365327,0.00024196901,0.9741719,0.00008191367,0.000029147828,0.0004511024,0.0006060437,0.000059941085,0.021528134,0.000028944216,0.002448583,0.00006869304],"study_design_scores_gemma":[0.0029242332,0.0002588309,0.99078804,0.00010607719,0.00004800004,0.00008316941,0.00023801804,0.000009990076,0.0036207745,0.000013822566,0.0017250886,0.00018397879],"about_ca_topic_score_codex":0.000018178624,"about_ca_topic_score_gemma":0.00002120617,"teacher_disagreement_score":0.017907359,"about_ca_system_score_codex":0.000052108404,"about_ca_system_score_gemma":0.00018250436,"threshold_uncertainty_score":0.44798014},"labels":[],"label_agreement":null},{"id":"W3107585939","doi":"10.2147/rmhp.s281629","title":"&lt;p&gt;Prescription and Non-Prescription Drug Classification Systems Across Countries: Lessons Learned for Thailand&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Chulalongkorn University","keywords":"Medical prescription; Drug; Medicine; Family medicine; Pharmacology","score_opus":0.0394674017013778,"score_gpt":0.3191343186238643,"score_spread":0.2796669169224865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107585939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8260916,0.060401592,0.012274753,0.0903488,0.0016115231,0.0046528135,0.0014325384,0.00045274824,0.0027336155],"genre_scores_gemma":[0.95214427,0.041011825,0.000089167224,0.0008371541,0.00022392112,0.000066819885,0.0002366431,0.000026927853,0.005363303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829406,0.00017107508,0.0003918845,0.0005518095,0.000072869174,0.0005183104],"domain_scores_gemma":[0.99923044,0.00006134302,0.00026740602,0.00025535648,0.00009179559,0.00009363236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003863257,0.00023674662,0.00035706974,0.0001073993,0.0008018768,0.00011572563,0.00015370386,0.00023220398,0.0000073603223],"category_scores_gemma":[0.00004010765,0.00021188172,0.00006314251,0.00016316705,0.00017829277,0.00016438265,0.000115520335,0.0001952935,0.00005932156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034013167,0.0002788979,0.047376357,0.014325227,0.0012941788,0.000014575744,0.029748166,0.000043790238,0.032123305,0.6317858,0.15927963,0.080328755],"study_design_scores_gemma":[0.0038336725,0.00037244504,0.11542224,0.0003986382,0.00022780521,0.0000073360093,0.005615646,0.0015808948,0.0003244352,0.0012959752,0.8703874,0.0005335088],"about_ca_topic_score_codex":0.0009537506,"about_ca_topic_score_gemma":0.00058938115,"teacher_disagreement_score":0.7111078,"about_ca_system_score_codex":0.000070739916,"about_ca_system_score_gemma":0.000043859156,"threshold_uncertainty_score":0.8640286},"labels":[],"label_agreement":null},{"id":"W3111509990","doi":"10.1186/s12879-020-05503-8","title":"Antimicrobial resistance among GLASS pathogens in conflict and non-conflict affected settings in the Middle East: a systematic review","year":2020,"lang":"en","type":"review","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Medical microbiology; Interquartile range; Medicine; Acinetobacter; Observational study; Antimicrobial stewardship; Drug resistance; Demography; Internal medicine; Biology; Microbiology; Immunology; Antibiotics","score_opus":0.023471482278546396,"score_gpt":0.25471988624064,"score_spread":0.23124840396209362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111509990","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015221772,0.9925163,0.000010532175,0.000031729058,0.00022608483,0.005013136,0.00034448452,0.000091531714,0.00024402513],"genre_scores_gemma":[0.0056992634,0.9927503,0.0000045316287,0.00047084966,0.000052439314,0.00035140332,0.0002957659,0.00006337378,0.00031207444],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9952065,0.0020687336,0.0012675392,0.00080224837,0.00008960795,0.0005653687],"domain_scores_gemma":[0.9976363,0.0007458709,0.00084398716,0.0006557396,0.0000583228,0.00005974561],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004788442,0.0007213532,0.003504994,0.00023433189,0.00019578234,0.00007377484,0.0004908452,0.00049689226,0.000025351323],"category_scores_gemma":[0.0008652388,0.00047629885,0.0005902693,0.0008256325,0.00036860086,0.000086816035,0.00013182887,0.0007400902,0.00014852456],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023728455,0.00023805874,0.0013508244,0.99425393,0.000271682,0.00023477002,0.0004395351,1.3774206e-7,0.000012554841,0.00003143275,0.0026905143,0.0004528533],"study_design_scores_gemma":[0.0011284281,0.000067136985,0.0018068876,0.8787133,0.0040957127,0.00026249883,0.00017642132,9.644813e-7,0.0000016891536,0.0000027739495,0.112960644,0.0007835261],"about_ca_topic_score_codex":0.00006721745,"about_ca_topic_score_gemma":0.0009859157,"teacher_disagreement_score":0.11554059,"about_ca_system_score_codex":0.00011224103,"about_ca_system_score_gemma":0.00032712685,"threshold_uncertainty_score":0.99976885},"labels":[],"label_agreement":null},{"id":"W3111755521","doi":"10.1017/ice.2020.1282","title":"Reliability of nonlocalizing signs and symptoms as indicators of the presence of infection in nursing-home residents","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Nursing homes; Antibiotics; Nursing; Public health; Drug; Intensive care medicine; Antibiotic resistance; Family medicine; Pharmacology","score_opus":0.007425651288018006,"score_gpt":0.26396828491093133,"score_spread":0.2565426336229133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111755521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559313,0.0018267448,0.0008585224,0.00095217425,0.0003223619,0.0002717542,0.000011159911,0.0000114777995,0.00015265027],"genre_scores_gemma":[0.9992816,0.0005352198,0.000009754576,0.00013633136,0.000015438734,0.0000037820928,0.000001997855,0.000004811902,0.000011098258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983504,0.0006230492,0.00059448,0.00024109025,0.000025871155,0.00016510388],"domain_scores_gemma":[0.99847406,0.0008407416,0.00046818494,0.00013389392,0.000058472342,0.000024636587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055891305,0.00010889054,0.00054187735,0.000082816994,0.000056699984,0.0000011068382,0.00006251536,0.0002696896,0.000012483225],"category_scores_gemma":[0.001962718,0.00007636865,0.00008386228,0.00019870487,0.0010571497,0.00006682885,0.000044539585,0.00023219013,0.0000015915666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019685926,0.00011078236,0.98067486,0.00011385702,0.000051445135,2.2364932e-7,0.0004474307,0.00009243245,0.013360966,0.0022018133,0.00004473101,0.002704574],"study_design_scores_gemma":[0.0010854674,0.0010349634,0.99183446,0.00018932296,0.000044810404,0.000004631361,0.000032321368,0.00008885336,0.0034857024,0.0020408763,0.000083455874,0.00007515056],"about_ca_topic_score_codex":0.0027114204,"about_ca_topic_score_gemma":0.000069220245,"teacher_disagreement_score":0.011159559,"about_ca_system_score_codex":0.00001561149,"about_ca_system_score_gemma":0.000037848582,"threshold_uncertainty_score":0.4098875},"labels":[],"label_agreement":null},{"id":"W3112036534","doi":"10.48107/cmj.2020.05.004","title":"Recommendations for antibiotic prescriptions for upper respiratory symptoms in children in Trinidad and Tobago: GRADE-ADOLOPMENT APPROACH","year":2020,"lang":"en","type":"article","venue":"Caribbean Medical Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Guideline; Medicine; Medical prescription; Amoxicillin; Clarithromycin; Respiratory tract infections; Pediatrics; Penicillin; Family medicine; MEDLINE; Antibiotics; Intensive care medicine; Internal medicine; Respiratory system; Pathology; Nursing","score_opus":0.02997412165594227,"score_gpt":0.2724278110736023,"score_spread":0.24245368941766005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112036534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9413605,0.008523642,0.015945427,0.031262044,0.0008454762,0.0016135856,0.00018820133,0.00004265632,0.0002184886],"genre_scores_gemma":[0.99330026,0.00047700378,0.0015513144,0.004144763,0.00022456051,0.000019263292,0.00013593564,0.000021490656,0.00012539935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862653,0.00016431656,0.00050125585,0.0002811993,0.000065898086,0.00036079515],"domain_scores_gemma":[0.9994517,0.00015491198,0.00010194419,0.0000902125,0.00004012972,0.00016111099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006312588,0.00013946883,0.00031170083,0.00013286651,0.00018882196,0.000024806783,0.0002115064,0.00028906393,0.00006283858],"category_scores_gemma":[0.000644199,0.0001143094,0.00009836219,0.00013244394,0.0001839072,0.00007566043,0.000051673745,0.00060964545,0.000004852214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015001306,0.0023615959,0.59550554,0.0004974848,0.0012937995,0.00004243583,0.007197661,0.000031300846,0.020234153,0.0105375685,0.26729104,0.09350732],"study_design_scores_gemma":[0.0526331,0.0030005395,0.63619685,0.0018514966,0.0004870204,0.0012691687,0.008211194,0.0008690119,0.006686335,0.0017671674,0.28526327,0.0017648439],"about_ca_topic_score_codex":0.000009018391,"about_ca_topic_score_gemma":0.00001400375,"teacher_disagreement_score":0.09174248,"about_ca_system_score_codex":0.000050760547,"about_ca_system_score_gemma":0.00023516575,"threshold_uncertainty_score":0.4661402},"labels":[],"label_agreement":null},{"id":"W3112452857","doi":"10.1016/j.jval.2020.08.988","title":"PIN147 Geography Variations in Antibiotic Use RATE: Evidence from 8,026 Primary Clinics in Taiwan","year":2020,"lang":"en","type":"article","venue":"Value in Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Antibiotics; Urbanization; Quarter (Canadian coin); Population; Medical insurance; Demography; Family medicine; Geography; Environmental health; Business; Nursing; Actuarial science","score_opus":0.057126501757598945,"score_gpt":0.2906207310753689,"score_spread":0.23349422931776995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112452857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763227,0.014840436,0.00040103623,0.0072142463,0.0005614382,0.00051103387,0.000060177343,0.00004590213,0.000043031076],"genre_scores_gemma":[0.9908057,0.0048963623,0.00096984697,0.0031520387,0.000036699104,0.0000022401525,0.000079633726,0.000016239772,0.00004126842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710536,0.0010651217,0.00082618627,0.00049132924,0.000044206667,0.00046782117],"domain_scores_gemma":[0.9986406,0.0007900981,0.00020588667,0.00028539993,0.000024743202,0.000053272724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008125122,0.0001663064,0.00047515187,0.00022282118,0.00007901471,0.000017942257,0.00024737004,0.00026996317,0.000042836647],"category_scores_gemma":[0.0005471733,0.0001620681,0.00006622081,0.00077340344,0.0001193464,0.0001965807,0.00007784449,0.00066172564,0.00013574329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002436942,0.0002796667,0.9894221,0.00022735307,0.000027432894,0.000041686286,0.0027042427,0.0007822545,0.0042539677,0.00044201023,0.0005990634,0.00097652],"study_design_scores_gemma":[0.0012556765,0.00019843233,0.99441487,0.0012772135,0.000007999325,0.0000017701858,0.00023044793,0.0005513015,0.00021028433,0.00028732434,0.0013737851,0.00019089764],"about_ca_topic_score_codex":0.012604997,"about_ca_topic_score_gemma":0.000833597,"teacher_disagreement_score":0.014482971,"about_ca_system_score_codex":0.00011007921,"about_ca_system_score_gemma":0.000535341,"threshold_uncertainty_score":0.99397016},"labels":[],"label_agreement":null},{"id":"W3112481058","doi":"10.1371/journal.pone.0244432","title":"Autonomy, power dynamics and antibiotic use in primary healthcare: A qualitative study","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research; University of Toronto","funders":"Fundació la Marató de TV3","keywords":"Health care; Thematic analysis; Autonomy; Nonprobability sampling; Medicine; Qualitative research; Nursing; Family medicine; Environmental health; Sociology; Political science; Population","score_opus":0.05186629588028041,"score_gpt":0.2675427529791701,"score_spread":0.21567645709888966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112481058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948779,0.0013595661,0.000023895678,0.002912686,0.000035033612,0.00047465682,0.000037865877,0.00004984967,0.00022856829],"genre_scores_gemma":[0.9978693,0.000080255566,0.00029918595,0.0009502338,0.000007491658,0.0000019752067,0.000036800106,0.000014377752,0.00074037095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988264,0.00032564445,0.00025265594,0.00031889154,0.000041550735,0.00023484741],"domain_scores_gemma":[0.9995519,0.00015460524,0.00007280145,0.000147735,0.000038147045,0.000034835783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001637286,0.00013049315,0.0003844681,0.000051177307,0.00006941971,0.000014433497,0.00009451366,0.00012221388,0.000031431726],"category_scores_gemma":[0.00008595387,0.000118058,0.000022414333,0.00014836852,0.0001355361,0.000094758136,0.00008708462,0.00029563057,0.0000876647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013670764,0.016866982,0.57486653,0.0010831591,0.00205195,0.00018292219,0.3077092,8.1408524e-7,0.08981195,0.0049117184,0.00037078207,0.00077693263],"study_design_scores_gemma":[0.008883917,0.0067330175,0.84251964,0.0010426104,0.00039174387,0.000012021307,0.12787533,0.00014331796,0.010886079,0.0001848388,0.00017472987,0.0011527322],"about_ca_topic_score_codex":0.00019192783,"about_ca_topic_score_gemma":0.00032866446,"teacher_disagreement_score":0.26765314,"about_ca_system_score_codex":0.000076846394,"about_ca_system_score_gemma":0.00008858259,"threshold_uncertainty_score":0.48142654},"labels":[],"label_agreement":null},{"id":"W3115031884","doi":"10.7416/ai.2021.2405","title":"Antibiotic resistance: is knowledge the only driver for awareness and appropriate use of antibiotics?","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Antibiotics; Anxiety; Antibiotic resistance; Resistance (ecology); Logistic regression; Medicine; Perception; Cross-sectional study; Psychology; Family medicine; Psychiatry; Internal medicine; Biology","score_opus":0.03205754410006672,"score_gpt":0.24240496532948408,"score_spread":0.21034742122941735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115031884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98246014,0.013724548,0.0005746042,0.00080634357,0.0008007286,0.0007476302,0.00015709976,0.000033297798,0.000695603],"genre_scores_gemma":[0.9706682,0.0008037174,0.00023150753,0.00017155701,0.00003616513,0.0000032509586,0.000031236323,0.000019559939,0.028034784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988086,0.0001248655,0.00028019966,0.0003574655,0.00003440387,0.0003944384],"domain_scores_gemma":[0.9989395,0.00030281246,0.00011877556,0.00040192797,0.0002103434,0.000026624635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023842501,0.00015978074,0.00032722802,0.000044108343,0.00025553745,0.000032408825,0.00016503767,0.00020596148,0.000017520402],"category_scores_gemma":[0.00018745167,0.00010988276,0.00010916111,0.00018350151,0.0004598414,0.00008215506,0.00010813625,0.00013746924,0.000011631191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026589134,0.003086713,0.3990714,0.006120293,0.0051515587,0.00008304603,0.008599297,0.00001175624,0.20701733,0.06854489,0.111674435,0.18798037],"study_design_scores_gemma":[0.0015114554,0.000023699815,0.53911036,0.00013174667,0.00022830295,0.000029046343,0.00036625197,0.000007403828,0.3574566,0.00033711776,0.1005235,0.00027451187],"about_ca_topic_score_codex":0.00002372509,"about_ca_topic_score_gemma":0.00026079812,"teacher_disagreement_score":0.18770586,"about_ca_system_score_codex":0.0000151744125,"about_ca_system_score_gemma":0.00011401348,"threshold_uncertainty_score":0.44808888},"labels":[],"label_agreement":null},{"id":"W3118291996","doi":"10.1016/j.cmi.2020.12.018","title":"Antibiotic prescribing in patients with COVID-19: rapid review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":880,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; North York General Hospital; Toronto East General Hospital; Toronto General Hospital; University Health Network; University of Toronto; Public Health Ontario; Ottawa Hospital; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"University of Toronto","keywords":"Medicine; Odds ratio; Meta-analysis; Antibiotics; Internal medicine; Observational study; Cohort study; Randomized controlled trial; MEDLINE; Antibiotic resistance; Pediatrics","score_opus":0.10073877611004692,"score_gpt":0.37229835283813334,"score_spread":0.2715595767280864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118291996","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035696008,0.9980908,0.000050146824,0.00013454416,0.000212807,0.00092121284,0.00015262364,0.000031849835,0.00004907676],"genre_scores_gemma":[0.00060438854,0.99599457,0.000029422252,0.0014496362,0.000015269166,0.000013082245,0.0014611331,0.000021599235,0.00041090534],"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501306,0.002298053,0.0012922314,0.0010353484,0.000013941891,0.0003473596],"domain_scores_gemma":[0.9978481,0.00089493993,0.00067323423,0.0004267779,0.00008089403,0.0000760375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011144298,0.0004903886,0.0058150245,0.00027746614,0.00018413678,0.00001716441,0.000118367054,0.0012912923,0.0006999799],"category_scores_gemma":[0.0005857138,0.00030360933,0.0011112785,0.00061115256,0.00077081134,0.0000672912,0.00016201506,0.0010062606,0.000041587205],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020281259,0.0024182012,0.06956024,0.09711413,0.6256952,0.000048048936,0.00006877606,0.0000014413845,0.000011229824,0.00036050624,0.010866322,0.19365303],"study_design_scores_gemma":[0.00054906815,0.00025686307,0.0012676877,0.0010059214,0.34683198,0.000055766144,0.0000019746112,1.9864327e-8,8.693716e-7,0.000002135422,0.64970845,0.00031925927],"about_ca_topic_score_codex":0.0000538728,"about_ca_topic_score_gemma":0.00013490584,"teacher_disagreement_score":0.6388421,"about_ca_system_score_codex":0.000039924642,"about_ca_system_score_gemma":0.0001904441,"threshold_uncertainty_score":0.9999416},"labels":[],"label_agreement":null},{"id":"W3118292205","doi":"10.1093/ofid/ofaa439.1755","title":"1575. Predictors of Negative Clinical Outcomes among Patients treated with Meropenem-Vaborbactam for Serious Gram-Negative Bacterial Infections: Impact of Delayed Appropriate Antibiotic Selection","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System","funders":"","keywords":"Medicine; Internal medicine; Logistic regression; Antibiotics; Meropenem; Urinary system; Cohort; Retrospective cohort study; Procalcitonin; Stepwise regression; Gastroenterology; Sepsis; Antibiotic resistance","score_opus":0.010303243106005921,"score_gpt":0.2794383380282106,"score_spread":0.26913509492220467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118292205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99526036,0.000037589878,0.00018018488,0.0000239534,0.0003504411,0.002627519,0.0011795008,0.00009282872,0.00024759836],"genre_scores_gemma":[0.9991808,0.000059031354,0.00004726456,0.000049112514,0.00003169375,0.00004187064,0.00044673638,0.00004893454,0.00009454388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790037,0.0002976379,0.00079546246,0.000521385,0.00007779504,0.0004073282],"domain_scores_gemma":[0.9978015,0.00041560916,0.0009253531,0.00023141391,0.00051075977,0.000115373936],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011128215,0.00038062068,0.0010120443,0.00010592288,0.00030106862,0.000045887977,0.0002876392,0.00027250723,0.00014812099],"category_scores_gemma":[0.00064614194,0.00026263477,0.00044257392,0.0004654407,0.00058322604,0.00043409888,0.00014731364,0.0002100886,0.000013866789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004886489,0.0018010417,0.9864296,0.00007320787,0.003653038,9.4027797e-7,0.00021403353,0.00008605949,0.0014494878,0.00003589306,0.0007438865,0.00062635564],"study_design_scores_gemma":[0.010073567,0.010265851,0.96922356,0.00012167696,0.0008304506,0.0000024664373,0.00015556169,0.000025074476,0.008864079,0.00007955226,0.000035706766,0.00032245868],"about_ca_topic_score_codex":0.0036950945,"about_ca_topic_score_gemma":0.00094277353,"teacher_disagreement_score":0.017206011,"about_ca_system_score_codex":0.00007980628,"about_ca_system_score_gemma":0.00030075514,"threshold_uncertainty_score":0.9999826},"labels":[],"label_agreement":null},{"id":"W3118574068","doi":"10.1093/ofid/ofaa439.228","title":"184. Pharmacist role in antimicrobial stewardship research: a 30-year experience","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Medicine; Pharmacist; Psychological intervention; Family medicine; Guideline; Clinical pharmacy; Audit; Pharmacy; Nursing; Antibiotics; Antibiotic resistance","score_opus":0.051131858767678375,"score_gpt":0.34009291246602297,"score_spread":0.28896105369834457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118574068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693636,0.0015310437,0.000020108413,0.001208657,0.00034744857,0.00075820886,0.0001398385,0.00011136395,0.026519781],"genre_scores_gemma":[0.99755967,0.0001693686,0.000008017411,0.0012952973,0.000045064746,0.000037488808,0.000053444437,0.000025504758,0.0008061423],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981939,0.00033081198,0.00026997068,0.00049350737,0.00007183799,0.00063995004],"domain_scores_gemma":[0.99940157,0.00009951651,0.00006919923,0.00025479414,0.00007530078,0.00009959792],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016289737,0.00018168274,0.0003096913,0.00009567174,0.0004307218,0.00013855485,0.00066536805,0.00012884723,0.0020636928],"category_scores_gemma":[0.00020249884,0.00016579809,0.00008677776,0.0004302366,0.0004068908,0.0002823954,0.00058445445,0.0003875036,0.0037694287],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013840203,0.0013403398,0.7508415,0.000119654156,0.00016800546,0.00015178461,0.0035925326,0.000023677414,0.11720683,0.0030415135,0.12009005,0.0020400756],"study_design_scores_gemma":[0.028403005,0.001964249,0.11171603,0.00090753386,0.00020956233,0.0001686833,0.02690354,0.000092325216,0.2842981,0.0032283259,0.5391849,0.0029237303],"about_ca_topic_score_codex":0.00047975764,"about_ca_topic_score_gemma":0.00013927458,"teacher_disagreement_score":0.63912547,"about_ca_system_score_codex":0.000057420788,"about_ca_system_score_gemma":0.00017020982,"threshold_uncertainty_score":0.99884856},"labels":[],"label_agreement":null},{"id":"W3118940970","doi":"10.1093/ofid/ofaa439.815","title":"621. Reporting Behaviors and Perceptions Towards the National Healthcare Safety Network Antimicrobial Use (AU) and Antimicrobial Resistance (AR) Options","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Shionogi; Pfizer Pharmaceuticals; Pfizer","keywords":"Medicine; Health care; Respondent; Family medicine","score_opus":0.02971124435270154,"score_gpt":0.29190386753956404,"score_spread":0.2621926231868625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118940970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973346,0.0015080579,0.00022818154,0.021074966,0.0005117597,0.0010028052,0.00091849756,0.00013892415,0.0012708398],"genre_scores_gemma":[0.9935051,0.00080600934,0.00014362966,0.0042829285,0.00014161423,0.000017391443,0.00026145633,0.000027141188,0.00081473053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980931,0.0002258582,0.0006344256,0.0005150159,0.0000645705,0.00046698833],"domain_scores_gemma":[0.9989556,0.00011945638,0.00046727227,0.00019118805,0.00016330856,0.00010319229],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00025337105,0.00023762012,0.0003641029,0.000037722304,0.0022686445,0.00024997047,0.00023233477,0.0001685465,0.00011172102],"category_scores_gemma":[0.00036083476,0.00018916086,0.00011144699,0.00023165089,0.0005514428,0.00038084164,0.00043227687,0.0003085604,0.000029005969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005812418,0.00028738938,0.86690354,0.00017148312,0.00029815553,0.000023968247,0.0011688386,0.00013235374,0.00975969,0.0073218932,0.11224883,0.0011026063],"study_design_scores_gemma":[0.0019467869,0.00018499946,0.9620394,0.0003769065,0.00033018357,0.0002673411,0.0008630846,0.000013134899,0.000458351,0.00041355443,0.03247801,0.0006282379],"about_ca_topic_score_codex":0.0009652922,"about_ca_topic_score_gemma":0.0023238873,"teacher_disagreement_score":0.09513586,"about_ca_system_score_codex":0.000077130826,"about_ca_system_score_gemma":0.0003135561,"threshold_uncertainty_score":0.9990303},"labels":[],"label_agreement":null},{"id":"W3118998861","doi":"10.1093/ofid/ofaa439.258","title":"214. Antibiotic Use for Common Infections in British Columbia: A Review of Outpatient Prescribing from 2000 - 2018","year":2020,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Western University; Lawson Health Research Institute; University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Pharmacy; Reimbursement; Formulary; Family medicine; Medical record; Drug Utilization Review; Antibiotics; Stewardship (theology); Population; Antibiotic resistance; Health care; Environmental health; Internal medicine; Nursing","score_opus":0.027748653387505724,"score_gpt":0.2929966711880953,"score_spread":0.2652480178005896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118998861","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003426429,0.9862263,0.000019649164,0.000032283726,0.00084687973,0.0051212045,0.006893084,0.000067149806,0.00045076798],"genre_scores_gemma":[0.0025948293,0.99255896,0.000017287559,0.00032325753,0.00003275338,0.00019000584,0.0032380836,0.00007917154,0.00096566835],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997013,0.0004893021,0.0012188293,0.0007281207,0.000060923423,0.00048986217],"domain_scores_gemma":[0.9977998,0.0006097532,0.0008432827,0.0005662808,0.00010599889,0.00007489744],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013732197,0.0003768777,0.002889401,0.00009203461,0.00031481218,0.00027103498,0.0005816473,0.00047817122,0.0005339112],"category_scores_gemma":[0.00055542984,0.00047024983,0.00076846196,0.00044250354,0.00022282034,0.00030243784,0.0004996592,0.00044249385,0.00011368018],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004094671,0.003011602,0.06351544,0.09990259,0.0019271045,0.000054196145,0.000044625172,8.1551696e-7,0.0000032050705,0.00004766732,0.20360227,0.6278495],"study_design_scores_gemma":[0.0008359161,0.00040024825,0.0009612684,0.16857791,0.0019071301,0.000043323933,0.000023237137,3.7108242e-7,0.0000012734149,0.00005971158,0.8267521,0.00043750354],"about_ca_topic_score_codex":0.057619616,"about_ca_topic_score_gemma":0.09600551,"teacher_disagreement_score":0.627412,"about_ca_system_score_codex":0.00024204949,"about_ca_system_score_gemma":0.0007127966,"threshold_uncertainty_score":0.99977493},"labels":[],"label_agreement":null},{"id":"W3119335254","doi":"10.4212/cjhp.v74i1.3037","title":"Profile of Antimicrobial Use in the Pediatric Population of a University Hospital Centre, 2015/16 to 2018/19","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Antimicrobial; Cefotaxime; Piperacillin; Antimicrobial stewardship; Population; Pharmacy; Ampicillin; Internal medicine; Defined daily dose; Trimethoprim; Tazobactam; Pediatrics; Antibiotics; Medical prescription; Antibiotic resistance; Family medicine; Microbiology; Imipenem; Pharmacology; Environmental health; Biology","score_opus":0.010834006067988854,"score_gpt":0.22628666369016825,"score_spread":0.2154526576221794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119335254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99394023,0.0011580717,0.000008535901,0.0037179948,0.0007733211,0.00016746906,0.00012307287,0.0000015100873,0.000109790366],"genre_scores_gemma":[0.99904794,0.00014052875,0.000037825623,0.00013800556,0.00006046068,5.999332e-8,0.000014761408,0.0000061438213,0.0005543067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999098,0.00025048264,0.00028545177,0.00009314807,0.00005170817,0.00022121011],"domain_scores_gemma":[0.99923146,0.00009171814,0.00027573342,0.00014967381,0.00018697667,0.00006443553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028775207,0.000090305155,0.0002007575,0.00014838121,0.00012167126,0.000012743741,0.00034282752,0.00005361704,0.00016487074],"category_scores_gemma":[0.00011911214,0.000061514875,0.00011218885,0.00033586708,0.000118351454,0.00014479835,0.000026298796,0.00025587608,0.000015324573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030091926,0.00031633,0.85847086,0.00006123391,0.00019550977,0.00032352083,0.005059628,0.000051528503,0.0076043634,0.00052642194,0.12678048,0.0003091953],"study_design_scores_gemma":[0.0049702716,0.0005664994,0.93451554,0.00022017078,0.00045979352,0.00021219235,0.0047217994,0.0000026352204,0.031381097,0.0001060909,0.022418424,0.00042549337],"about_ca_topic_score_codex":0.020804424,"about_ca_topic_score_gemma":0.01765647,"teacher_disagreement_score":0.104362056,"about_ca_system_score_codex":0.00009342361,"about_ca_system_score_gemma":0.0006523954,"threshold_uncertainty_score":0.9857161},"labels":[],"label_agreement":null},{"id":"W3119340562","doi":"10.1093/ofid/ofaa439.234","title":"190. Which antibiotic are you? Evaluation of a global antibiotic awareness personality quiz","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"","keywords":"Medicine; Personality; Respondent; Antibiotic resistance; Health professionals; Health care; Antibiotics; Family medicine; Psychology; Social psychology","score_opus":0.029469117937065234,"score_gpt":0.3065044823601044,"score_spread":0.27703536442303917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119340562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98286194,0.0043122075,0.00010538098,0.0014773065,0.00054079114,0.0008830319,0.0006329001,0.000102590355,0.009083847],"genre_scores_gemma":[0.9990423,0.000067313114,0.000008163674,0.00053699967,0.000037503276,0.0000040271743,0.00019594135,0.00001993671,0.00008784385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980093,0.0004500633,0.0003896861,0.00056297844,0.00016684555,0.00042108612],"domain_scores_gemma":[0.9986466,0.00005715874,0.00035825899,0.00037145455,0.0004734871,0.00009301826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002959602,0.00026962077,0.0005643097,0.000031051513,0.000363451,0.00007225181,0.0004911294,0.00020969457,0.00063752546],"category_scores_gemma":[0.0004964289,0.00023804065,0.00017200236,0.00055607496,0.00024853836,0.00025576656,0.00032266512,0.00014577694,0.00029003495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002447185,0.0006368502,0.98852676,0.00021349677,0.0003768125,0.0000052227115,0.000111476395,0.000080252285,0.0024898497,0.0013554064,0.004580999,0.0013781628],"study_design_scores_gemma":[0.0037465815,0.00043654838,0.9851422,0.00035012068,0.00094830425,0.000030324534,0.0014905208,0.00019827261,0.0057148053,0.0005742656,0.0008954693,0.00047264222],"about_ca_topic_score_codex":0.0011860875,"about_ca_topic_score_gemma":0.001312012,"teacher_disagreement_score":0.016180327,"about_ca_system_score_codex":0.00012165983,"about_ca_system_score_gemma":0.0005544951,"threshold_uncertainty_score":0.97070163},"labels":[],"label_agreement":null},{"id":"W3119611962","doi":"10.1093/ofid/ofaa439.306","title":"262. A Systematic Review and Meta-Analysis of the Impact of Delayed Appropriate Antibiotic Therapy on Mortality in Patients with Gram-Positive Bacteremia","year":2020,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bacteremia; Meta-analysis; Antibiotics; Confounding; Internal medicine; Antibiotic therapy; Intensive care medicine; Cohort study; Population; Combination therapy; Environmental health; Microbiology","score_opus":0.025558696559788423,"score_gpt":0.3156731887777186,"score_spread":0.2901144922179302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119611962","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075923214,0.98465955,0.0000015351881,0.000009188773,0.000022565882,0.0055078766,0.0020814545,0.000008807113,0.00011667147],"genre_scores_gemma":[0.30081448,0.69869125,6.591609e-7,0.00007525643,8.2116264e-7,0.00004119262,0.00031797672,0.00002306497,0.00003528986],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9972971,0.000987273,0.00094395265,0.00045497308,0.00008450181,0.00023221163],"domain_scores_gemma":[0.99732655,0.00020603769,0.0015884208,0.00072179927,0.00012073738,0.00003646855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019550597,0.00048652993,0.006965085,0.00015746336,0.00008888126,0.000025645013,0.0005040128,0.00018811718,0.000101583275],"category_scores_gemma":[0.000091868016,0.00020542076,0.0020594774,0.00097607815,0.00021556935,0.00007524653,0.00018685123,0.0002496853,0.000006626833],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020914647,0.0016380814,0.041490592,0.2535367,0.7016054,0.0000045388074,0.00008168156,0.000004667775,9.962353e-7,0.00015868194,0.00007065281,0.0011988621],"study_design_scores_gemma":[0.0008679908,0.0009679709,0.036308516,0.04184693,0.919489,0.000003955409,0.000010775641,2.9721002e-7,0.000005596823,0.00002229375,0.00007755848,0.00039908185],"about_ca_topic_score_codex":0.0009365731,"about_ca_topic_score_gemma":0.00014445942,"teacher_disagreement_score":0.29322216,"about_ca_system_score_codex":0.000071578375,"about_ca_system_score_gemma":0.00022632882,"threshold_uncertainty_score":0.83768153},"labels":[],"label_agreement":null},{"id":"W3119688345","doi":"10.1093/ofid/ofaa439.265","title":"221. Comparison of dental antibiotic prescribing between Australia, England, the United States and British Columbia in 2017","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Medical prescription; Family medicine; Antimicrobial stewardship; Population; Pharmacy; Psychological intervention; Public health; Antibiotic resistance; Antibiotics; Environmental health; Nursing","score_opus":0.028201199084033863,"score_gpt":0.2839056252294804,"score_spread":0.25570442614544653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119688345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99721134,0.0013785962,0.000011020247,0.00021975813,0.00009238019,0.00044563547,0.00032324405,0.000024233428,0.0002937949],"genre_scores_gemma":[0.9988526,0.00024532192,0.0000031987786,0.00015284444,0.000013988834,0.0000026528987,0.0003383746,0.000010803237,0.000380232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904346,0.0001548277,0.0002778913,0.00023248143,0.000033860204,0.00025748048],"domain_scores_gemma":[0.99951774,0.00014121628,0.00013530705,0.00013117371,0.000030578627,0.000043998123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007161056,0.00010090024,0.00034014307,0.000027718648,0.00027297626,0.00019608346,0.000275711,0.000094884585,0.00016493816],"category_scores_gemma":[0.00007099764,0.0001051089,0.00004632334,0.00018091006,0.0003084603,0.00012504133,0.00025808695,0.00017257845,0.000024434476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004382008,0.0001500702,0.9865691,0.00005987392,0.00012159904,0.000009370517,0.00033813692,0.000018572686,0.0003805208,0.000027901304,0.01147545,0.0008055942],"study_design_scores_gemma":[0.0020362712,0.00029974506,0.9890674,0.00019643712,0.00012243916,0.000016032758,0.0018791637,0.000023656376,0.0008011709,0.00010151895,0.0052803988,0.00017579022],"about_ca_topic_score_codex":0.07199573,"about_ca_topic_score_gemma":0.069320604,"teacher_disagreement_score":0.0061950516,"about_ca_system_score_codex":0.000013694839,"about_ca_system_score_gemma":0.00002686647,"threshold_uncertainty_score":0.9476619},"labels":[],"label_agreement":null},{"id":"W3119750168","doi":"10.1093/ofid/ofaa439.1033","title":"844. Nosocomial <i>Pseudomonas aeruginosa</i> Blood-Stream Infections; Susceptibility Pattern and Mortality at a Tertiary Care Centre in Edmonton, Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Teva Pharmaceutical Industries; Pfizer","keywords":"Medicine; Pseudomonas aeruginosa; Bacteremia; Incidence (geometry); Internal medicine; Epidemiology; Mortality rate; Antibiotics; Microbiology; Bacteria","score_opus":0.004706487905189371,"score_gpt":0.213027814838554,"score_spread":0.20832132693336464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119750168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99287015,0.0013846788,0.0000039744696,0.0010943058,0.0003314653,0.0008452447,0.0005100589,0.00005542426,0.0029047227],"genre_scores_gemma":[0.9970743,0.00011247935,0.0000011923763,0.0019222735,0.000037925103,0.000025962001,0.0003842199,0.00002460415,0.0004170203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981124,0.00022990978,0.0003901474,0.000670705,0.00006634411,0.0005305026],"domain_scores_gemma":[0.99912757,0.00015320341,0.00013947624,0.00035461504,0.00006638202,0.00015873775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000044202956,0.00032322248,0.00044546885,0.000034935172,0.00044492882,0.000065928216,0.00027725447,0.00013592806,0.0007453612],"category_scores_gemma":[0.00009919017,0.00029774194,0.00010735115,0.00015405728,0.00021318365,0.00019641695,0.00055234076,0.00025459172,0.000065895525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080342536,0.00039393615,0.98678493,0.00013456286,0.00021264663,0.00006558295,0.0004701844,0.000009572742,0.001104125,0.000029155432,0.009978522,0.0007364224],"study_design_scores_gemma":[0.0031940492,0.00014614822,0.9833842,0.00009018682,0.00026717992,0.00003960744,0.00091927336,0.000004393311,0.0041565737,0.000037653354,0.0072856243,0.00047513517],"about_ca_topic_score_codex":0.8015679,"about_ca_topic_score_gemma":0.98885065,"teacher_disagreement_score":0.18728276,"about_ca_system_score_codex":0.0001977553,"about_ca_system_score_gemma":0.00042735325,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W3119935863","doi":"10.1136/bmjopen-2020-039760","title":"Evaluation of an OPEN Stewardship generated feedback intervention to improve antibiotic prescribing among primary care veterinarians in Ontario, Canada and Israel: protocol for evaluating usability and an interrupted time-series analysis","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Institute for Work & Health; McMaster University; University of Guelph; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; European Commission; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Medicine; Usability; Antimicrobial stewardship; Psychological intervention; Cohort; Stewardship (theology); Protocol (science); Intervention (counseling); Family medicine; Vendor; Nursing; Antibiotic resistance; Antibiotics; Alternative medicine; Internal medicine; Marketing","score_opus":0.0933081767023643,"score_gpt":0.4037758707897611,"score_spread":0.31046769408739683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119935863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9085085,0.000021096825,0.000051286403,0.000024169529,0.0000554787,0.09111588,0.000066936904,0.0000055947103,0.00015109587],"genre_scores_gemma":[0.98501027,1.3421922e-7,0.0020534103,0.000036207544,0.0000067697156,0.011811675,0.00053221395,0.000014457382,0.0005348723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973942,0.0011660043,0.00055044383,0.0005723429,0.00011084497,0.00020616826],"domain_scores_gemma":[0.9986603,0.000044531305,0.00024780404,0.00042302668,0.00058309577,0.000041232495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002836803,0.00016064892,0.0004998786,0.00007464131,0.0001399377,0.00016212372,0.00033213684,0.00012496837,0.00014013608],"category_scores_gemma":[0.00026928197,0.00015001424,0.000037292048,0.00021908314,0.000080051665,0.0005395788,0.00061723794,0.000114977454,4.2986352e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005370466,0.0005711989,0.47551218,0.0012598033,0.0012161843,0.000011343887,0.006860333,0.000575601,0.47546396,0.000016661106,0.00006700391,0.033075273],"study_design_scores_gemma":[0.004977955,0.0018027956,0.93879163,0.0007973228,0.0005837483,0.00000792198,0.0060392106,0.0013856484,0.045262616,0.000022770524,0.000040354043,0.00028802294],"about_ca_topic_score_codex":0.8402897,"about_ca_topic_score_gemma":0.99214613,"teacher_disagreement_score":0.46327946,"about_ca_system_score_codex":0.000399556,"about_ca_system_score_gemma":0.0014979275,"threshold_uncertainty_score":0.6117403},"labels":[],"label_agreement":null},{"id":"W3120480956","doi":"10.26443/mjm.v19i1.217","title":"Mechanisms of action by antimicrobial agents: A review","year":2021,"lang":"en","type":"review","venue":"McGill Journal of Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Scope (computer science); Antimicrobial; Action (physics); Intensive care medicine; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Pathology; Microbiology","score_opus":0.06776011235385652,"score_gpt":0.35740084706052117,"score_spread":0.2896407347066646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120480956","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.3056514e-7,0.99628824,0.00032720657,0.0008292603,0.0020321372,0.00021522929,0.000089261994,0.000005358965,0.00021235671],"genre_scores_gemma":[0.000009437019,0.9966894,0.00009230145,0.001422101,0.00008867602,7.7302457e-7,0.00014069416,0.000027279111,0.0015293555],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974108,0.000498193,0.0015786091,0.00019315079,0.000110681736,0.00020856236],"domain_scores_gemma":[0.9969157,0.00013611988,0.0023784456,0.00025462,0.00027721972,0.000037897367],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081503956,0.00030238306,0.0033400333,0.00016891168,0.00008255237,0.0000014076204,0.00034909908,0.00041506,0.0012930842],"category_scores_gemma":[0.000264884,0.00018223723,0.0005947619,0.00026882224,0.00018408129,0.000044783083,0.000051603918,0.0007173095,0.000037087633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018584846,0.00014317465,7.753027e-8,0.050875064,0.0013705736,0.000102705555,0.000009151446,1.4658371e-8,0.010524518,0.00011851356,0.51319253,0.42364508],"study_design_scores_gemma":[0.0005480845,0.00021846696,1.1337635e-7,0.24645448,0.0026118706,0.0017934695,0.000019114825,2.8145672e-9,0.0012325199,0.0000085745305,0.74700755,0.000105778454],"about_ca_topic_score_codex":0.000008679602,"about_ca_topic_score_gemma":8.650116e-7,"teacher_disagreement_score":0.4235393,"about_ca_system_score_codex":0.00006366312,"about_ca_system_score_gemma":0.00013338622,"threshold_uncertainty_score":0.99961984},"labels":[],"label_agreement":null},{"id":"W3120576275","doi":"10.1136/bmjopen-2020-039810","title":"Evaluation of an automated feedback intervention to improve antimicrobial prescribing among primary care physicians (OPEN Stewardship): protocol for an interrupted time-series and usability analysis in Ontario, Canada and Southern Israel","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; St. Michael's Hospital; University of Guelph; Public Health Ontario; University of Toronto","funders":"Ministry of Health, State of Israel; Vetenskapsrådet; Canadian Institutes of Health Research; European Commission; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Antimicrobial stewardship; Medicine; Usability; Intervention (counseling); Stewardship (theology); Health care; Protocol (science); Family medicine; Nursing; Antibiotic resistance; Alternative medicine","score_opus":0.03941523314689881,"score_gpt":0.3535322829048531,"score_spread":0.3141170497579543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120576275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9231546,0.000007513039,0.00002678627,0.000027880178,0.000040580882,0.07635178,0.00019958933,0.000012261869,0.00017902341],"genre_scores_gemma":[0.98580325,8.382707e-8,0.00054009294,0.000056031626,0.000006231591,0.012142604,0.0006512535,0.000013529917,0.0007869297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982616,0.00060016307,0.00042555356,0.00046027632,0.00007174145,0.00018071571],"domain_scores_gemma":[0.9989955,0.000025497782,0.00022458877,0.0003475829,0.00038055872,0.000026277252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011143868,0.00014279055,0.00046232087,0.000057739882,0.000105483174,0.00010912247,0.00028979397,0.00011068587,0.000078635545],"category_scores_gemma":[0.00007509514,0.0001337865,0.00004769583,0.00016731017,0.000091155496,0.00043013185,0.00044382183,0.000096182586,8.427645e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00932758,0.001386848,0.49817106,0.0017934052,0.0023304527,0.00000901849,0.025166187,0.0005098348,0.41851035,0.000013334099,0.0006453933,0.042136542],"study_design_scores_gemma":[0.006335214,0.00082242605,0.9130204,0.000970145,0.0006766789,0.000004248173,0.012042686,0.0013441264,0.064296514,0.000019212139,0.00009799346,0.000370355],"about_ca_topic_score_codex":0.8927582,"about_ca_topic_score_gemma":0.99779963,"teacher_disagreement_score":0.41484934,"about_ca_system_score_codex":0.0002718043,"about_ca_system_score_gemma":0.00093212863,"threshold_uncertainty_score":0.5455655},"labels":[],"label_agreement":null},{"id":"W3121008802","doi":"10.1002/bies.202000163","title":"Accounting for variation in and overuse of antibiotics among humans","year":2021,"lang":"en","type":"article","venue":"BioEssays","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institutes of Health; Fondation Leducq; Canadian Institute for Advanced Research","keywords":"Antibiotics; Commodity; Antibiotic Stewardship; Business; Perspective (graphical); Stewardship (theology); Variation (astronomy); Accounting; Intensive care medicine; Marketing; Medicine; Antibiotic resistance; Finance; Political science; Biology","score_opus":0.010819264369623244,"score_gpt":0.23509024327300315,"score_spread":0.2242709789033799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121008802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967748,0.0012759981,0.00085211446,0.00005496415,0.00020136262,0.000087268054,0.000023075914,0.000009414267,0.0007209899],"genre_scores_gemma":[0.9988321,0.00014753813,0.00035345528,0.00003031857,0.0000149904,1.6338305e-7,0.000022897888,0.0000050639715,0.00059347996],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99953043,0.00002912749,0.00016284951,0.0001415514,0.000013099883,0.00012293161],"domain_scores_gemma":[0.9996879,0.00008048364,0.00007603681,0.00010103267,0.0000497726,0.000004772848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013039946,0.00005777579,0.00014010041,0.00003955824,0.00005063902,0.0000064984424,0.000041667005,0.00013714697,0.000028998764],"category_scores_gemma":[0.00007902607,0.00005302424,0.000027094751,0.00007535047,0.000087556495,0.000047829562,0.000029412891,0.000057162917,0.0000030987019],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028431452,0.000093315146,0.22380115,0.00014050507,0.000044071974,0.0000033589495,0.00058917445,0.0000018453893,0.7652008,0.009536801,0.00022080132,0.0003397649],"study_design_scores_gemma":[0.0010556009,0.000036630718,0.7062947,0.00014386853,0.000025227915,0.000003505295,0.0004931943,0.000022312128,0.28996986,0.00046901335,0.0013764751,0.00010960189],"about_ca_topic_score_codex":0.000060678612,"about_ca_topic_score_gemma":0.00019258981,"teacher_disagreement_score":0.48249355,"about_ca_system_score_codex":0.0000072674397,"about_ca_system_score_gemma":0.000027497255,"threshold_uncertainty_score":0.21622656},"labels":[],"label_agreement":null},{"id":"W3121891453","doi":"","title":"International Law Has a Role to Play in Addressing Antibiotic Resistance","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antibiotics; Political science; International law; Law and economics; Law; Sociology; Microbiology; Biology","score_opus":0.019461690813489276,"score_gpt":0.2600868775407895,"score_spread":0.24062518672730024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121891453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87253886,0.03663155,0.0031205956,0.008099172,0.0025451623,0.0003293284,0.000015295924,0.000091026894,0.07662902],"genre_scores_gemma":[0.98737633,0.00039077044,0.00014784922,0.0002830333,0.00011992742,7.22166e-7,0.000008449883,0.000017145754,0.011655789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783665,0.00012356117,0.00029704152,0.00022943232,0.00008278712,0.0014305061],"domain_scores_gemma":[0.99956954,0.000032008276,0.00011159654,0.0001492356,0.00008633729,0.00005131243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010007214,0.00014323459,0.00020890542,0.00014794066,0.00018404811,0.00006023825,0.0003830882,0.00014655806,0.000041623487],"category_scores_gemma":[0.000085251435,0.00012365212,0.00006121225,0.00016338997,0.00012610076,0.00015375116,0.000058503225,0.0012588585,0.0002982749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034198994,0.00092566834,0.024316996,0.00003577635,0.0011494798,0.00017831502,0.0058523235,0.0005020883,0.16742782,0.7738656,0.011321931,0.011004131],"study_design_scores_gemma":[0.0154929245,0.0014241637,0.010679422,0.0019757655,0.00014677076,0.0029976445,0.028366495,0.000041175965,0.04963897,0.22263905,0.664713,0.0018845967],"about_ca_topic_score_codex":0.00014507955,"about_ca_topic_score_gemma":0.0083323615,"teacher_disagreement_score":0.65339106,"about_ca_system_score_codex":0.00063568825,"about_ca_system_score_gemma":0.0010188866,"threshold_uncertainty_score":0.54691833},"labels":[],"label_agreement":null},{"id":"W3124371698","doi":"10.20944/preprints202004.0416.v1","title":"Antibiotics: A Bibliometric Analysis of top 100 classics","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scopus; Web of science; Citation; Citation analysis; Library science; Analytics; Field (mathematics); Bibliometrics; Data science; MEDLINE; Computer science; Political science; Mathematics; Law","score_opus":0.11069706558113789,"score_gpt":0.34793716800244695,"score_spread":0.23724010242130905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124371698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863234,0.0035179942,0.0008285044,0.00040827136,0.0010606857,0.00038680265,0.00022967828,0.00015578905,0.0070888796],"genre_scores_gemma":[0.99412036,0.0022179447,0.00014881592,0.00014398007,0.00006014742,0.0000018447076,0.00038590393,0.000038046517,0.0028829644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996927,0.0002754795,0.0009617248,0.0012023314,0.00014941485,0.0004840283],"domain_scores_gemma":[0.9970292,0.00021277917,0.0008164257,0.0015893338,0.0002794149,0.000072843475],"candidate_categories":["metaepi_narrow","bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics","insufficient_payload"],"category_scores_codex":[0.0005138541,0.00044816238,0.0014772948,0.0259067,0.00010280991,0.000015255177,0.0011050123,0.0011209967,0.0026764385],"category_scores_gemma":[0.0004868349,0.0004199944,0.00087355886,0.045566253,0.00041628964,0.00005011029,0.0021448827,0.0012829945,0.0021518013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012290085,0.00033028063,0.8451787,0.0004584793,0.009329571,0.0000198768,0.0005378919,0.00020032102,0.14208177,0.0005540424,0.00044603946,0.0007400962],"study_design_scores_gemma":[0.00036812798,0.000036108864,0.7604239,0.0001583768,0.0030034212,0.0000027383578,0.00011054787,0.000059607955,0.22932984,0.00023146912,0.0058812443,0.0003945961],"about_ca_topic_score_codex":0.00032272667,"about_ca_topic_score_gemma":0.000030766936,"teacher_disagreement_score":0.08724808,"about_ca_system_score_codex":0.00006992631,"about_ca_system_score_gemma":0.00025608958,"threshold_uncertainty_score":0.9998252},"labels":[],"label_agreement":null},{"id":"W3125898752","doi":"10.48087/bjmsoa.2020.7212","title":"Prescriptions of antimicrobials in a community pharmacy in Batna","year":2020,"lang":"fr","type":"article","venue":"Batna Journal of Medical Sciences (BJMS)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.08845122209786271,"score_gpt":0.35035793187238334,"score_spread":0.26190670977452063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125898752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8762924,0.04374025,0.00032586127,0.07646922,0.0015704634,0.0001506646,0.000028891207,0.0000050576755,0.0014172044],"genre_scores_gemma":[0.98273206,0.0146872355,0.00030725222,0.0018197661,0.00017234859,4.0954004e-7,0.0000018119537,0.000007313315,0.00027180256],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952137,0.0022091775,0.0014128134,0.00021006216,0.0004012801,0.0005530077],"domain_scores_gemma":[0.9981763,0.0007868689,0.0006347934,0.00012873815,0.00008135562,0.00019198106],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060047884,0.00019392149,0.00076668145,0.0002649768,0.00025703356,0.000026127416,0.0016633712,0.00036868724,0.0037981393],"category_scores_gemma":[0.0016517994,0.00015280707,0.0001921696,0.0010524243,0.003929843,0.0003044642,0.00028903817,0.0021362132,0.00006308431],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021244527,0.011855331,0.21667182,0.0031245556,0.0008161753,0.0021837146,0.03476742,0.00095780793,0.50683206,0.026776789,0.13724464,0.0566452],"study_design_scores_gemma":[0.060482584,0.014495171,0.1200016,0.052125305,0.0010300901,0.0065570334,0.03780209,0.004742782,0.16838764,0.0050223675,0.5264488,0.0029045385],"about_ca_topic_score_codex":0.0019154329,"about_ca_topic_score_gemma":0.0007995196,"teacher_disagreement_score":0.38920417,"about_ca_system_score_codex":0.000060896615,"about_ca_system_score_gemma":0.0012683293,"threshold_uncertainty_score":0.9987809},"labels":[],"label_agreement":null},{"id":"W3126867613","doi":"10.1136/bmjoq-2020-001088","title":"Improving antibiotic initiation and duration prescribing among nursing home physicians using an audit and feedback intervention: a theory-informed qualitative analysis","year":2021,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Public Health Ontario; Women's College Hospital","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Duration (music); Audit; Intervention (counseling); Medicine; Nursing; Family medicine; Psychology; Business","score_opus":0.07371508287644205,"score_gpt":0.41927881302082615,"score_spread":0.34556373014438413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126867613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97399676,0.00061664375,0.024108838,0.000119984856,0.0001564402,0.00056039414,0.00003672701,0.00002803594,0.00037618223],"genre_scores_gemma":[0.99807864,0.000025683456,0.0011166767,0.000073714495,0.00003037146,0.0000042078555,0.0002705592,0.000011861272,0.00038825843],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996762,0.001864666,0.0006113359,0.00045682729,0.00006206971,0.00024315232],"domain_scores_gemma":[0.99855894,0.00029002404,0.00064950564,0.00030246313,0.00016865511,0.00003041666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018957609,0.0001725814,0.00047671088,0.00010150034,0.00046796675,0.00024466275,0.00013342795,0.00016530848,0.00007050571],"category_scores_gemma":[0.00041544938,0.00016653546,0.000098791155,0.00037174174,0.0003529999,0.0010731329,0.00015416626,0.00016912287,0.000004448839],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022647553,0.002109022,0.09445408,0.002083397,0.0062126233,0.00005180053,0.23848177,0.00012598993,0.43003094,0.039717417,0.00013063465,0.18433757],"study_design_scores_gemma":[0.0028534816,0.00019757664,0.7624019,0.0016425891,0.0014554557,0.00003851669,0.17617194,0.0014786969,0.049738746,0.0031998726,0.000013009466,0.0008082469],"about_ca_topic_score_codex":0.00084641384,"about_ca_topic_score_gemma":0.0013834746,"teacher_disagreement_score":0.66794777,"about_ca_system_score_codex":0.00007621523,"about_ca_system_score_gemma":0.000106530446,"threshold_uncertainty_score":0.67911196},"labels":[],"label_agreement":null},{"id":"W3127055455","doi":"10.24265/10.24265/horizmed.2020.v20n2.05","title":"Características clínicas y microbiológicas de infecciones por Klebsiella pneumoniae productora de carbapenemasa MBL, tipo NDM, Hospital Geriátrico San Isidro Labrador EsSalud, 2018","year":2020,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Klebsiella pneumoniae; Medicine; Meropenem; Klebsiella pneumonia; Microbiology; Klebsiella; Antibiotics; Antibiotic resistance; Pseudomonas aeruginosa; Bacteria; Biology","score_opus":0.01500607923704574,"score_gpt":0.22936844721086574,"score_spread":0.21436236797382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127055455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9362425,0.0046935934,0.0014193394,0.043688506,0.0021893755,0.0012357894,0.00029478723,0.00084232277,0.009393793],"genre_scores_gemma":[0.994549,0.0005617466,0.0013467019,0.0011547148,0.00086607,0.000084755724,0.00039066406,0.00011507464,0.0009313113],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949476,0.0007290938,0.0010779065,0.0014168308,0.00028935593,0.0015392292],"domain_scores_gemma":[0.9971641,0.00035189744,0.0006353079,0.0009020014,0.00042691323,0.00051982934],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005789897,0.000827181,0.0009772269,0.000308568,0.0009890156,0.00022987876,0.0010799763,0.0011921994,0.0002107549],"category_scores_gemma":[0.00089357345,0.0007690377,0.00042922393,0.0008120827,0.00015479252,0.00043983507,0.0004560221,0.0013214325,0.00026099975],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012286665,0.0019926177,0.013726557,0.00058999436,0.0013278327,0.0012493519,0.007020146,0.000066018736,0.8233538,0.12519422,0.022281563,0.0019691836],"study_design_scores_gemma":[0.0022006794,0.0004574584,0.020459585,0.00023818605,0.00032787057,0.0025714485,0.00073411467,0.000059284506,0.03896177,0.00010286295,0.9327076,0.0011791604],"about_ca_topic_score_codex":0.000011821566,"about_ca_topic_score_gemma":0.00008606667,"teacher_disagreement_score":0.910426,"about_ca_system_score_codex":0.0006124047,"about_ca_system_score_gemma":0.0011607964,"threshold_uncertainty_score":0.9994761},"labels":[],"label_agreement":null},{"id":"W3127340348","doi":"10.1016/j.jhin.2021.01.012","title":"Healthcare-associated infections and the prescribing of antibiotics in hospitalized patients of the Caribbean Community (CARICOM) states: a mixed-methods systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"NIHR Oxford Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Medicine; Antimicrobial stewardship; Intensive care; Intensive care medicine; Infection control; Health care; MEDLINE; Antibiotics; Antibiotic resistance","score_opus":0.018379635268717717,"score_gpt":0.3256752806594446,"score_spread":0.3072956453907269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127340348","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028277405,0.9681145,0.00007610572,0.00007056583,0.0017856363,0.0016033452,0.00005083076,0.000005407364,0.00001621052],"genre_scores_gemma":[0.08810439,0.91176194,0.000019259367,0.000024758881,0.000009002091,0.0000025249497,0.000037513415,0.000019944833,0.000020658505],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9874859,0.009790732,0.0022793626,0.00013114962,0.00011256146,0.00020032578],"domain_scores_gemma":[0.992716,0.0013383797,0.0047838055,0.00044877626,0.00069168286,0.000021369156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036591843,0.00029462558,0.003326347,0.00017936481,0.00023605491,0.00001769954,0.00030035345,0.00039928965,0.0000038933413],"category_scores_gemma":[0.0030935057,0.0001522917,0.00091292994,0.000723687,0.00041698918,0.00009842931,0.00020038021,0.001569706,5.962935e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003027485,0.0026943998,0.013781094,0.9657017,0.0039909747,0.0000029566947,0.0018668162,0.000004488117,0.000007750016,0.00031844046,0.0005648286,0.011036255],"study_design_scores_gemma":[0.0020461835,0.0013427248,0.0067034117,0.97990847,0.006897894,0.000087129476,0.00046473872,0.000001543197,0.000071018105,0.00011198352,0.0020680581,0.00029685916],"about_ca_topic_score_codex":0.0014736403,"about_ca_topic_score_gemma":0.000234402,"teacher_disagreement_score":0.05982699,"about_ca_system_score_codex":0.00018582413,"about_ca_system_score_gemma":0.0002456782,"threshold_uncertainty_score":0.6819679},"labels":[],"label_agreement":null},{"id":"W3128376745","doi":"10.21203/rs.3.rs-96738/v1","title":"Antimicrobial-associated Organ Injury Among Older Adults: A Systematic Review and Meta-analyses Protocol","year":2020,"lang":"en","type":"review","venue":"Research Square (Research Square)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Protocol (science); Antimicrobial; Medicine; Systematic review; MEDLINE; Internal medicine; Biology; Pathology; Alternative medicine; Microbiology","score_opus":0.16472373633593113,"score_gpt":0.48407811477475526,"score_spread":0.31935437843882414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128376745","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000050118274,0.8017005,0.0000065880918,0.0005771949,0.000060349834,0.19635656,0.0008310965,0.00020416534,0.0002585445],"genre_scores_gemma":[0.00014217554,0.8948167,0.000017802899,0.00014525601,0.00008105053,0.09741323,0.0005750658,0.00028794984,0.0065207696],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9615825,0.027588418,0.003253278,0.0027129697,0.0015524882,0.0033103481],"domain_scores_gemma":[0.9865682,0.0058893496,0.001199722,0.0025435607,0.0032681832,0.00053098606],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.014694252,0.0016483774,0.012395082,0.0020053606,0.0017389127,0.0004653283,0.002817123,0.0020832652,0.0030619418],"category_scores_gemma":[0.014157163,0.0010435774,0.0024663429,0.0059826444,0.002701726,0.00036868482,0.0021101893,0.007905054,0.003572336],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007325344,0.0005699858,0.000008222473,0.913624,0.01598909,0.00026498162,0.00025064207,1.7893786e-8,0.000034693483,0.000056035216,0.065360054,0.0037690273],"study_design_scores_gemma":[0.0010045187,0.0007788395,0.000011578968,0.61243784,0.029232332,0.000094254494,0.00037960612,9.2669893e-7,0.00012804879,0.000018070417,0.35475639,0.0011575895],"about_ca_topic_score_codex":0.0006314834,"about_ca_topic_score_gemma":0.00018303546,"teacher_disagreement_score":0.30118614,"about_ca_system_score_codex":0.00077222317,"about_ca_system_score_gemma":0.0023486076,"threshold_uncertainty_score":0.99962634},"labels":[],"label_agreement":null},{"id":"W3128541845","doi":"10.2147/idr.s287792","title":"Encouraging the Development of New Antibiotics: Are Financial Incentives the Right Way Forward? A Systematic Review and Case Study","year":2021,"lang":"en","type":"review","venue":"Infection and Drug Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Incentive; Antibiotic resistance; Business; Sustainability; Public economics; Resistance (ecology); Action (physics); Risk analysis (engineering); Finance; Antibiotics; Economics","score_opus":0.01650171894803769,"score_gpt":0.28747728963117214,"score_spread":0.27097557068313444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128541845","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009826189,0.9963159,0.0001535737,0.000085530744,0.0002962554,0.0020265908,0.000011136648,0.00002054822,0.000107858636],"genre_scores_gemma":[0.0075700236,0.9876459,0.000027228596,0.00006218749,0.000026265625,0.00001559167,0.000008630447,0.000017595847,0.0046265502],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99730724,0.0010334158,0.0009661216,0.0004021404,0.00007089695,0.00022020593],"domain_scores_gemma":[0.9980533,0.0004396448,0.0009359854,0.00043831422,0.000105489125,0.000027225016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010985498,0.00035549264,0.001838683,0.0000687582,0.0007284301,0.00004583,0.00016505204,0.0001607317,0.000022218308],"category_scores_gemma":[0.0002684311,0.00017338526,0.00019803719,0.00031625875,0.0002339816,0.000052668925,0.00013940987,0.0004171682,0.000009438469],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008364408,0.00023841132,0.00018102763,0.9614112,0.0014324483,0.00022729009,0.004836554,4.338443e-8,0.0000022548863,0.00034263195,0.0038096071,0.027510189],"study_design_scores_gemma":[0.00038484766,0.000020718138,0.00013807719,0.50269365,0.005515204,0.0011548478,0.0026783182,7.5944726e-8,0.000032334876,0.000015045732,0.48695186,0.00041501434],"about_ca_topic_score_codex":0.00005673677,"about_ca_topic_score_gemma":0.0026503976,"teacher_disagreement_score":0.48314226,"about_ca_system_score_codex":0.00004500238,"about_ca_system_score_gemma":0.0003071362,"threshold_uncertainty_score":0.70704454},"labels":[],"label_agreement":null},{"id":"W3133168341","doi":"10.3390/ijerph18041940","title":"The Effectiveness of an Educational Intervention on Knowledge, Attitudes and Reported Practices on Antibiotic Use in Humans and Pigs: A Quasi-Experimental Study in Twelve Villages in Shandong Province, China","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Vetenskapsrådet; National Natural Science Foundation of China","keywords":"China; Intervention (counseling); Environmental health; Medicine; Psychology; Geography; Nursing","score_opus":0.055311443586205405,"score_gpt":0.4257411243368534,"score_spread":0.37042968075064797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133168341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99468714,0.0042090677,0.0000010706905,0.0006483973,0.00010884827,0.00027017054,0.000009922642,8.104953e-7,0.00006455176],"genre_scores_gemma":[0.9981236,0.0017169738,0.000009304423,0.000013238573,0.000017246184,0.0000030978822,0.000016435833,0.0000050862845,0.00009504696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972511,0.0017483698,0.000433718,0.00021047531,0.00017075399,0.00018558865],"domain_scores_gemma":[0.9985193,0.0010136385,0.00029254772,0.00008390257,0.000043396725,0.000047218455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035873726,0.00008039012,0.0001881068,0.00032753084,0.00009940904,0.000071514936,0.00011776099,0.000049156635,0.000020517838],"category_scores_gemma":[0.00055892754,0.000058664977,0.000020132316,0.000088576126,0.00026981218,0.0002978113,0.000094593874,0.00039607577,7.259732e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013363659,0.016878821,0.9712228,0.00005568409,0.00009860702,0.000074506206,0.0010872605,0.0000015059625,0.0058500213,0.0005234842,0.000006070418,0.0028648349],"study_design_scores_gemma":[0.0022219918,0.0036886286,0.9873435,0.00054005306,0.0000014243059,0.00007604149,0.0048444318,0.0000043869018,0.0011109681,0.00007507268,0.000049020193,0.000044515455],"about_ca_topic_score_codex":0.00045290706,"about_ca_topic_score_gemma":0.004157752,"teacher_disagreement_score":0.016120628,"about_ca_system_score_codex":0.0002339621,"about_ca_system_score_gemma":0.00023313407,"threshold_uncertainty_score":0.23922883},"labels":[],"label_agreement":null},{"id":"W3133621828","doi":"10.2147/idr.s294575","title":"Antibiotic Susceptibility Patterns of Bacterial Isolates from Routine Clinical Specimens from Referral Hospitals in Tanzania: A Prospective Hospital-Based Observational Study","year":2021,"lang":"en","type":"article","venue":"Infection and Drug Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Alliance for Accelerating Excellence in Science in Africa; African Academy of Sciences; New Partnership for Africa's Development; Government of the United Kingdom; Wellcome Trust; World Bank Group","keywords":"Medicine; Clindamycin; Antibiotic resistance; Ampicillin; Ceftazidime; Antibiotics; Trimethoprim; Amoxicillin; Internal medicine; Erythromycin; Clavulanic acid; Microbiology; Ceftriaxone; Gentamicin; Broth microdilution; Meropenem; Penicillin; Biology; Minimum inhibitory concentration; Bacteria","score_opus":0.025369549206429982,"score_gpt":0.29149933645943593,"score_spread":0.26612978725300596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133621828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964572,0.0009246254,0.00019012816,0.0003401426,0.0011190869,0.00046333327,0.00031682992,0.00004601676,0.00014261584],"genre_scores_gemma":[0.9986091,0.00012636474,0.00015777315,0.000060158363,0.00010552718,0.000005215553,0.00030625277,0.000016381691,0.00061319745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749285,0.0006517462,0.00081229,0.0007221251,0.00007433824,0.00024662205],"domain_scores_gemma":[0.9985773,0.00047538037,0.00031495898,0.00038618862,0.0002113635,0.00003483874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004404836,0.00023275167,0.00062049896,0.000057882044,0.0001169059,0.000030976804,0.00009685026,0.00023164463,0.000569837],"category_scores_gemma":[0.00029742144,0.00021611492,0.0001273571,0.00021040246,0.00020635693,0.00013276894,0.000072267016,0.0003486306,0.000021596945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004985076,0.0017559398,0.9792333,0.000029657367,0.00017699267,0.000019879286,0.00058428705,0.0000018898814,0.01729989,0.00009285098,0.0002117947,0.00009495599],"study_design_scores_gemma":[0.0040571354,0.0002085129,0.97533745,0.0002165866,0.000064682135,5.178154e-7,0.00059378595,0.000004520084,0.0187008,0.000381558,0.00020191728,0.00023252831],"about_ca_topic_score_codex":0.0017320925,"about_ca_topic_score_gemma":0.019886628,"teacher_disagreement_score":0.018154535,"about_ca_system_score_codex":0.00007290768,"about_ca_system_score_gemma":0.00013496065,"threshold_uncertainty_score":0.9979979},"labels":[],"label_agreement":null},{"id":"W3133812354","doi":"10.2147/ppa.s297581","title":"A Co-Design Process to Elaborate Educational Materials to Promote Appropriate Use of Antibiotics for Acute Lower Respiratory Tract Infections in Primary Healthcare in Catalonia (Spain)","year":2021,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research; University of Toronto","funders":"Fundació la Marató de TV3","keywords":"Medicine; Focus group; Health care; Promotion (chess); Target audience; Nursing; Sociology","score_opus":0.05375160453646014,"score_gpt":0.3137204321949953,"score_spread":0.25996882765853513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133812354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99714005,0.00027819021,0.00044066345,0.00028243937,0.0002173832,0.0012019809,0.0004154241,0.000011488731,0.000012355068],"genre_scores_gemma":[0.99779767,0.00008553187,0.0014096266,0.00034022867,0.000009246748,0.000037088266,0.0001516392,0.000012214303,0.00015675266],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985654,0.00018016591,0.0004707092,0.0004267706,0.00005305535,0.00030391026],"domain_scores_gemma":[0.99921596,0.0001228796,0.0001358352,0.00021094164,0.00026465236,0.000049712446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018934689,0.0001680941,0.00034379665,0.000121046774,0.00007783057,0.000028655488,0.00010919284,0.0001599418,0.000035846315],"category_scores_gemma":[0.00017927263,0.00015282564,0.000022136855,0.00037893548,0.00006704266,0.00017771345,0.000040502327,0.0001431094,0.000018922781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076546404,0.0015135447,0.0556638,0.00047333262,0.0000537764,0.000008523142,0.0025535645,0.000084396204,0.9347922,0.00029583464,0.00014323379,0.0036522986],"study_design_scores_gemma":[0.0012856977,0.0028038898,0.1722129,0.0017350233,0.00003874642,0.0000127372405,0.00028634316,0.0000043915124,0.82013494,0.00037104232,0.0006680848,0.0004461938],"about_ca_topic_score_codex":0.00010797623,"about_ca_topic_score_gemma":0.0003279061,"teacher_disagreement_score":0.11654909,"about_ca_system_score_codex":0.000047016798,"about_ca_system_score_gemma":0.0006514864,"threshold_uncertainty_score":0.6232049},"labels":[],"label_agreement":null},{"id":"W3135056770","doi":"10.1186/s12879-021-06483-z","title":"Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Institute of Population and Public Health; Institute of Infection and Immunity; Joint Programming Initiative on Antimicrobial Resistance; Canadian Institutes of Health Research; Svenska Forskningsrådet Formas; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Psychological intervention; Context (archaeology); Medicine; Environmental health; Nursing; Geography","score_opus":0.03062464569191264,"score_gpt":0.31434816068624327,"score_spread":0.28372351499433063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135056770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903532,0.0067663346,0.00094859104,0.0003826802,0.00025187273,0.00019701077,0.0010084133,0.000039482307,0.00005236009],"genre_scores_gemma":[0.99871975,0.00043405851,0.000013200114,0.000087578424,0.000022709626,0.000006194953,0.00034825626,0.000010135432,0.00035810831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814874,0.00050693913,0.0006998658,0.00029197903,0.000047808306,0.00030464347],"domain_scores_gemma":[0.99867135,0.00031681068,0.00064537424,0.0001907771,0.0001450974,0.00003059448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002549361,0.00015633715,0.0006923167,0.00010898398,0.000671287,0.000032180797,0.00014183017,0.00011469288,0.00034503636],"category_scores_gemma":[0.0002467078,0.00012392327,0.0008091682,0.00056901964,0.00060879544,0.000077301214,0.0001545213,0.00016930526,0.0000030958179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022079679,0.0024907344,0.95292616,0.0024014176,0.0040155714,0.0000041203803,0.0022452092,0.00001202949,0.031973742,0.002760871,0.0007690948,0.00018025417],"study_design_scores_gemma":[0.0006287902,0.00007289171,0.9875539,0.00046464574,0.0009106548,0.0000019970078,0.00213772,0.0000014468595,0.007946724,0.000045809134,0.00010827008,0.00012716695],"about_ca_topic_score_codex":0.00029195077,"about_ca_topic_score_gemma":0.009281069,"teacher_disagreement_score":0.034627724,"about_ca_system_score_codex":0.000048261645,"about_ca_system_score_gemma":0.000113745016,"threshold_uncertainty_score":0.5179055},"labels":[],"label_agreement":null},{"id":"W3135115065","doi":"10.1016/s2214-109x(21)00085-1","title":"Access to antibiotics: not a problem in some LMICs","year":2021,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Antibiotics; Medicine; Computer science; Microbiology; Biology","score_opus":0.04618793129662924,"score_gpt":0.34369682760212594,"score_spread":0.2975088963054967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135115065","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004848974,0.009521418,0.000055137763,0.98010874,0.0017767705,0.00082636764,0.000751604,0.00008617104,0.0020248215],"genre_scores_gemma":[0.009799772,0.0033804579,0.00024846982,0.98113555,0.0019486602,0.000002167671,0.00052159245,0.00003196115,0.0029313576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691474,0.0005492586,0.0005441704,0.0006235837,0.00009737936,0.0012708785],"domain_scores_gemma":[0.99864715,0.000106671214,0.0002726776,0.00087995664,0.000056982135,0.000036579895],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051107584,0.00036188005,0.001113563,0.00006510225,0.00018655024,0.0000763763,0.0012808959,0.0008498323,0.00007978145],"category_scores_gemma":[0.00003654162,0.00025211193,0.00011781798,0.00041448348,0.00016915049,0.0000704972,0.00042102867,0.0019033527,0.00065650005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009402408,0.0000470963,0.0011591166,0.0005325953,0.00009983727,0.0001315032,0.00012862473,0.000007320225,0.000059424885,0.0011780051,0.99516416,0.001398322],"study_design_scores_gemma":[0.00077586353,0.00011749401,0.009288187,0.0011782572,0.000026184645,0.00008992702,0.00004910226,9.46161e-7,0.00025496897,0.0010668151,0.986802,0.00035027132],"about_ca_topic_score_codex":0.0014447751,"about_ca_topic_score_gemma":0.001243628,"teacher_disagreement_score":0.008362148,"about_ca_system_score_codex":0.00041156053,"about_ca_system_score_gemma":0.0007958869,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W3135147299","doi":"10.1071/hc20040","title":"Antibiotic prescribing patterns of general practice registrars for infective conjunctivitis: a cross-sectional analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Primary Health Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Medicine; Medical prescription; Family medicine; Cross-sectional study; Guideline; Logistic regression; General practice; Antibiotics; Pediatrics; Internal medicine; Nursing","score_opus":0.016724231147856542,"score_gpt":0.3178711094498259,"score_spread":0.30114687830196935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135147299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9472208,0.0367906,0.012509178,0.00080049754,0.0014461506,0.00025212488,0.00038322623,0.000011720577,0.0005856841],"genre_scores_gemma":[0.99516004,0.001055086,0.0019806302,0.0010267796,0.00014903942,8.5226367e-7,0.00015316084,0.00001373554,0.0004606735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820936,0.00035026987,0.00081579265,0.00023126697,0.00010860174,0.00028470848],"domain_scores_gemma":[0.9966739,0.00041463575,0.0012933586,0.00019565859,0.0013721844,0.000050254832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058490195,0.0001359627,0.00065624184,0.00019351333,0.00019159392,0.000022075335,0.00012774886,0.00018054622,0.000050344246],"category_scores_gemma":[0.00038427734,0.00012067051,0.00044916684,0.0002629022,0.000100307116,0.0002288351,0.000041627416,0.00036114926,0.0000017945255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019596347,0.0007401478,0.93640196,0.0023047992,0.007217783,0.00017319739,0.0021252942,0.00050367275,0.039044186,0.0008382056,0.0044606905,0.0042304383],"study_design_scores_gemma":[0.0025632214,0.00091752823,0.9642416,0.00022949846,0.0007080827,0.00072680233,0.001589239,0.00000249667,0.017114993,0.000024304205,0.011707642,0.0001745652],"about_ca_topic_score_codex":0.00017457384,"about_ca_topic_score_gemma":0.00013503384,"teacher_disagreement_score":0.047939222,"about_ca_system_score_codex":0.00034185193,"about_ca_system_score_gemma":0.0014548795,"threshold_uncertainty_score":0.49208006},"labels":[],"label_agreement":null},{"id":"W3135173896","doi":"10.1016/j.jgar.2021.02.013","title":"Antimicrobial resistance research in a post-pandemic world: Insights on antimicrobial resistance research in the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Global Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity; Canadian Institutes of Health Research; McMaster University; Centre for Global Health Research; BC Children's Hospital; York University; University of British Columbia","funders":"European Regional Development Fund; Medical Research Foundation; Medical Research Council; Secretaría de Estado de Investigacion, Desarrollo e Innovacion; European Commission; Innovative Medicines Initiative; Bundesministerium für Bildung und Forschung; Instituto de Salud Carlos III; Joint Programming Initiative on Antimicrobial Resistance; National Institute for Health and Care Research; Ministerio de Ciencia, Innovación y Universidades","keywords":"Pandemic; Antibiotic resistance; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Infection control; Public health; Antimicrobial; Transmission (telecommunications); Disease; Intensive care medicine; Medicine; Environmental health; Biology; Antibiotics; Microbiology; Computer science; Pathology","score_opus":0.08027477765667743,"score_gpt":0.37926154478276713,"score_spread":0.29898676712608974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135173896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93913954,0.02078401,0.00007029198,0.025087763,0.0020714877,0.0011641557,0.00044212292,0.00007866755,0.011161937],"genre_scores_gemma":[0.97495675,0.0063716504,0.0005595709,0.0057157096,0.0005076438,0.00001369084,0.00007896219,0.00008538281,0.01171061],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98351747,0.007670253,0.0029579136,0.0017778678,0.0012201767,0.0028563472],"domain_scores_gemma":[0.9915341,0.0031396658,0.0011377943,0.0016730413,0.0022011702,0.0003142413],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.010000641,0.0009071399,0.0018318522,0.0016332221,0.0015330816,0.00040332062,0.0032119802,0.001091276,0.00011811797],"category_scores_gemma":[0.0024280113,0.00073219184,0.0006575715,0.008118334,0.002769701,0.0006029093,0.00053441385,0.005962325,0.00029054526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023858245,0.0029514558,0.029222999,0.0016029541,0.0003911613,0.00965571,0.0023946078,0.00013110679,0.45440823,0.011268287,0.46385223,0.0002630179],"study_design_scores_gemma":[0.020999782,0.00061681663,0.05014139,0.016275894,0.00020168681,0.0036988487,0.0037702378,0.0000016103071,0.033167988,0.007385379,0.8611771,0.0025633012],"about_ca_topic_score_codex":0.00041723924,"about_ca_topic_score_gemma":0.12867403,"teacher_disagreement_score":0.42124024,"about_ca_system_score_codex":0.0030942045,"about_ca_system_score_gemma":0.005498429,"threshold_uncertainty_score":0.9999442},"labels":[],"label_agreement":null},{"id":"W3135261731","doi":"10.3390/microbiolres12010013","title":"Looking for Solutions to the Pitfalls of Developing Novel Antibacterials in an Economically Challenging System","year":2021,"lang":"en","type":"article","venue":"Microbiology Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Civilization; Antibiotic resistance; Antibiotics; Antimicrobial; Medicine; Intensive care medicine; Business; Engineering ethics; Political science; Environmental ethics; Engineering; Biology; Law; Microbiology; Philosophy","score_opus":0.10021291131190582,"score_gpt":0.3485476434117559,"score_spread":0.2483347320998501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135261731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906374,0.0018390964,0.004116071,0.0020140898,0.0005035522,0.0005449075,0.00022504824,0.000020903586,0.00009892184],"genre_scores_gemma":[0.9982472,0.00006978782,0.0009900641,0.00009478598,0.000059565955,0.000026945518,0.00010643151,0.000016567707,0.00038864862],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978403,0.00052249775,0.00045503397,0.00042790917,0.000016872522,0.00073740404],"domain_scores_gemma":[0.99865097,0.0005509517,0.000073372925,0.00037628057,0.0003265279,0.000021876816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019174165,0.00012178209,0.00038170925,0.00020338676,0.00039715416,0.0000145652475,0.00043711608,0.00028492496,0.00003470896],"category_scores_gemma":[0.00019570164,0.00009460231,0.0000697938,0.00025116434,0.00027465395,0.000047162743,0.00029136747,0.00029519282,0.00008376038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009891308,0.000083198625,0.0005708648,0.000110455025,0.000075972785,0.0000031988493,0.00050942186,0.00003443693,0.9884064,0.009550412,0.0003026615,0.00025404742],"study_design_scores_gemma":[0.0016281741,0.00023922829,0.007046122,0.00065277726,0.000018667237,0.00017760402,0.0049530095,0.00001995654,0.9533813,0.00007514563,0.03151003,0.00029800585],"about_ca_topic_score_codex":0.000061908126,"about_ca_topic_score_gemma":0.00095450477,"teacher_disagreement_score":0.035025135,"about_ca_system_score_codex":0.0001222406,"about_ca_system_score_gemma":0.00028036203,"threshold_uncertainty_score":0.38577703},"labels":[],"label_agreement":null},{"id":"W3135386410","doi":"10.9778/cmajo.20200122","title":"Concordance between high antibiotic prescribing and high opioid prescribing among primary care physicians: a cross-sectional study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Toronto East General Hospital; Hotel Dieu Shaver Health and Rehabilitation Centre; Ottawa Hospital; Sunnybrook Health Science Centre; Toronto Public Health; St. Michael's Hospital","funders":"","keywords":"Medicine; Medical prescription; Concordance; Cross-sectional study; Opioid; Quartile; Opioid use disorder; Confidence interval; Family medicine; Emergency medicine; Internal medicine; Pharmacology","score_opus":0.021261812073436324,"score_gpt":0.27100251852367746,"score_spread":0.24974070645024113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135386410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918693,0.004439853,0.000095030045,0.000031408104,0.0008407738,0.0009572254,0.00015215388,0.0000659125,0.0015483896],"genre_scores_gemma":[0.99466664,0.00008260159,0.0002026652,0.00013834113,0.0001297096,0.000011485867,0.00045513074,0.000036191996,0.004277242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979317,0.00026016665,0.0004457735,0.000823694,0.00008874634,0.00044991798],"domain_scores_gemma":[0.99891263,0.00015365495,0.0001927722,0.0005069477,0.0001950134,0.00003899827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021641016,0.00027493594,0.000576058,0.000048929116,0.0006606874,0.00030328622,0.0005224117,0.00023232591,0.000105973595],"category_scores_gemma":[0.000051294606,0.00026260148,0.00007491947,0.00018577544,0.00040490917,0.00045365407,0.000895554,0.00041421177,0.00006784128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007703565,0.00017557129,0.9759363,0.00017165944,0.00035153618,0.00005648152,0.0013381488,0.0000070715705,0.01908077,0.00025351258,0.0002842991,0.0022676203],"study_design_scores_gemma":[0.0022794115,0.00018269043,0.96795726,0.00035103614,0.00010188383,0.000014632194,0.0019302726,6.5998967e-7,0.026203882,0.00008243917,0.00056725135,0.00032856432],"about_ca_topic_score_codex":0.0035415888,"about_ca_topic_score_gemma":0.0007824366,"teacher_disagreement_score":0.007979019,"about_ca_system_score_codex":0.00008604064,"about_ca_system_score_gemma":0.0001760791,"threshold_uncertainty_score":0.9999826},"labels":[],"label_agreement":null},{"id":"W3135392625","doi":"10.26685/urncst.251","title":"Scinapse 2020-2021 Undergraduate Science Case Competition: Antimicrobial Resistance: A Global Health Crisis","year":2021,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Competition (biology); Resistance (ecology); Test (biology); Health science; Undergraduate research; Key (lock); Medical education; Psychology; Public relations; Political science; Engineering ethics; Medicine; Engineering; Biology; Ecology","score_opus":0.027714949983710324,"score_gpt":0.3955007473864412,"score_spread":0.3677857974027309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135392625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.709877,0.021954177,0.00006096147,0.26567551,0.0014583975,0.00025184097,0.000020615911,0.000046245557,0.0006552537],"genre_scores_gemma":[0.9711545,0.026707463,0.00059638906,0.00053053576,0.00010804564,0.0000024932924,0.0000046348573,0.000009383133,0.00088651513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99447,0.0007337285,0.0010244587,0.001328811,0.0006003302,0.0018426845],"domain_scores_gemma":[0.9967202,0.0004061299,0.00029344432,0.0004889849,0.0017180629,0.00037319306],"candidate_categories":["sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.009302514,0.00029428507,0.000673822,0.00079751894,0.004448369,0.00046925005,0.0008719861,0.00041435627,0.00004433415],"category_scores_gemma":[0.0017652025,0.00022554061,0.00010457623,0.0078590475,0.016328871,0.00063209696,0.0010641651,0.0033010864,0.00006281699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014532111,0.0044325762,0.097020395,0.0006454587,0.00065106654,0.050106857,0.0004034419,0.0000061223263,0.078390874,0.4912811,0.10492622,0.17068268],"study_design_scores_gemma":[0.01739567,0.0035738347,0.03489575,0.0042072,0.00015633924,0.1956463,0.018387642,0.00031407678,0.01650189,0.66249526,0.04397958,0.0024464547],"about_ca_topic_score_codex":0.00014885949,"about_ca_topic_score_gemma":0.002801146,"teacher_disagreement_score":0.26514497,"about_ca_system_score_codex":0.00060659955,"about_ca_system_score_gemma":0.004569065,"threshold_uncertainty_score":0.99899834},"labels":[],"label_agreement":null},{"id":"W3135912168","doi":"10.3138/jammi-2020-0021","title":"Development and evaluation of a primary care antimicrobial stewardship program (PC-ASP) in Toronto, Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University Health Network; Toronto Western Hospital; Sinai Health System; University of Toronto","funders":"Office of Science; European Commission; U.S. Department of Veterans Affairs; United States Agency for International Development; U.S. Department of Homeland Security; National Science Foundation","keywords":"Antimicrobial stewardship; Primary care; Stewardship (theology); Medicine; Library science; Family medicine; Political science; Computer science; Microbiology; Biology; Antibiotic resistance","score_opus":0.005563540260936679,"score_gpt":0.22156763856338516,"score_spread":0.2160040983024485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135912168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900743,0.00807029,8.155346e-7,0.00061707414,0.0008442827,0.00013944929,0.00003791655,0.0000015228841,0.00021436469],"genre_scores_gemma":[0.9992489,0.00018778385,0.000017985152,0.00036262767,0.00001848104,0.0000015198822,0.000040341405,0.0000038036465,0.000118534976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859047,0.00042652374,0.0005220167,0.00011716983,0.00017780293,0.00016599224],"domain_scores_gemma":[0.99866617,0.00013352006,0.00057953625,0.00008163166,0.00048184898,0.00005729092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007569102,0.00009747898,0.0003477788,0.000023778475,0.00008429221,0.000003866447,0.00011693468,0.00019572387,0.00013008402],"category_scores_gemma":[0.0004451743,0.00007239643,0.000049032016,0.00006674184,0.00009016403,0.000036260884,0.00006975247,0.00028075487,5.5928577e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002402637,0.00042598008,0.9466406,0.00048639064,0.0008780377,0.000039653503,0.0010244086,0.000017415188,0.023471247,0.00008228333,0.011118041,0.015575676],"study_design_scores_gemma":[0.0031898904,0.00006411145,0.9645496,0.00053745287,0.00025065072,0.000108087435,0.00066533004,0.0000011541915,0.011445173,0.000010020198,0.019051887,0.00012663825],"about_ca_topic_score_codex":0.90402776,"about_ca_topic_score_gemma":0.99956673,"teacher_disagreement_score":0.09553894,"about_ca_system_score_codex":0.0029772145,"about_ca_system_score_gemma":0.022855993,"threshold_uncertainty_score":0.9826835},"labels":[],"label_agreement":null},{"id":"W3136014250","doi":"10.2139/ssrn.3746925","title":"Global Antibiotic Consumption in Humans, 2000 to 2018: A Spatial Modelling Study","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Centre","funders":"","keywords":"Consumption (sociology); Antibiotics; Intensive care medicine; Medicine; Geography; Biology; Microbiology; Sociology; Social science","score_opus":0.018943971503598726,"score_gpt":0.2587744673043454,"score_spread":0.23983049580074667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136014250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95594376,0.0052326475,0.03736607,0.00068701914,0.0002726159,0.00029205144,0.0000060650527,0.00003059199,0.0001691846],"genre_scores_gemma":[0.9982008,0.0010427535,0.000033842392,0.00022363874,0.0001016531,6.5500393e-7,0.0000051619927,0.000012383805,0.0003791211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976767,0.00017920758,0.00034886846,0.00029427113,0.000061957035,0.0014390023],"domain_scores_gemma":[0.9996927,0.000016128186,0.00009666166,0.000118234406,0.000027936634,0.000048375976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050377747,0.00016586272,0.00027232047,0.000068254296,0.00017847634,0.000023489669,0.00024829054,0.00012791212,0.00007983518],"category_scores_gemma":[0.000020703004,0.00014628014,0.00006876612,0.00018968192,0.000046584955,0.000074344476,0.00004527347,0.0010368327,0.0005448509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003211368,0.0018627255,0.92959327,0.000061673316,0.0012571452,0.00014442061,0.006118353,0.0106985,0.0154872425,0.015229878,0.0013617342,0.014973718],"study_design_scores_gemma":[0.08762936,0.049004987,0.6548836,0.00199062,0.0022794,0.0035859963,0.08632191,0.006250479,0.008171304,0.06629403,0.024722775,0.00886549],"about_ca_topic_score_codex":0.0005267484,"about_ca_topic_score_gemma":0.005823371,"teacher_disagreement_score":0.27470958,"about_ca_system_score_codex":0.00054142915,"about_ca_system_score_gemma":0.0006683371,"threshold_uncertainty_score":0.70031375},"labels":[],"label_agreement":null},{"id":"W3137154599","doi":"10.2196/24378","title":"Building Social-Ecological System Resilience to Tackle Antimicrobial Resistance Across the One Health Spectrum: Protocol for a Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; University of Guelph; University of Waterloo","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Protocol (science); Resilience (materials science); Resistance (ecology); Antibiotic resistance; Ecology; Environmental health; Medicine; Biology","score_opus":0.19020947105168431,"score_gpt":0.5762469499761252,"score_spread":0.38603747892444096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137154599","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038276876,0.0000125896,0.005950955,0.006730098,0.000049177244,0.98292583,0.000073792566,0.0001509187,0.0002789534],"genre_scores_gemma":[0.014319567,2.395152e-7,0.009166973,0.0002237284,0.00017899928,0.9706007,0.000006688983,0.000046846228,0.0054562557],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890373,0.006658732,0.0008818469,0.0011892118,0.00030961138,0.0019233432],"domain_scores_gemma":[0.99685866,0.00114125,0.00029135993,0.0009618938,0.0006311052,0.00011576354],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009787261,0.0003259739,0.00079196016,0.000110869034,0.00359897,0.00026401653,0.0012268157,0.0003390624,0.00008680832],"category_scores_gemma":[0.0007450092,0.00023002898,0.00020359053,0.0012372251,0.0006469461,0.00010625165,0.0009369901,0.001138505,0.000132193],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011625013,0.011907694,0.0012682009,0.009124583,0.0005198391,0.00015258444,0.009622584,0.000011592977,0.58404684,0.029275289,0.33033645,0.012109314],"study_design_scores_gemma":[0.008307116,0.0038576615,0.024756478,0.004282784,0.0000081223525,0.0000406686,0.010679627,0.000004747856,0.22083521,0.00048986205,0.7261298,0.00060793274],"about_ca_topic_score_codex":0.000049891005,"about_ca_topic_score_gemma":0.0006677442,"teacher_disagreement_score":0.39579332,"about_ca_system_score_codex":0.00045511307,"about_ca_system_score_gemma":0.00096861616,"threshold_uncertainty_score":0.9976982},"labels":[],"label_agreement":null},{"id":"W3137278670","doi":"10.1093/cid/ciab256","title":"Population-Wide Peer Comparison Audit and Feedback to Reduce Antibiotic Initiation and Duration in Long-Term Care Facilities with Embedded Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Women's College Hospital; Mount Sinai Hospital; Health Sciences Centre; Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Audit; Confidence interval; Antibiotics; Quarter (Canadian coin); Population; Long-term care; Emergency medicine; Pediatrics; Internal medicine; Nursing; Environmental health","score_opus":0.01686899782631268,"score_gpt":0.32325238147010876,"score_spread":0.3063833836437961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137278670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924623,0.0045173625,0.00016140893,0.00032707563,0.00059800886,0.0016549841,0.000033956207,0.000052687494,0.00019224078],"genre_scores_gemma":[0.9981664,0.0003956082,0.000011612389,0.00016983645,0.00007538094,0.000032680742,0.00038882715,0.000010859305,0.0007488419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975801,0.00091259694,0.00085635635,0.00039777858,0.000064969,0.00018818329],"domain_scores_gemma":[0.9974125,0.0018624892,0.0002536975,0.00016515957,0.00023279258,0.00007334532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034326772,0.00018274729,0.0012516133,0.000085420426,0.0001614727,0.00006579478,0.0000394914,0.00020889349,0.00009567428],"category_scores_gemma":[0.004422667,0.00013557641,0.00014504325,0.000117533724,0.0003022415,0.00010843458,0.000040120147,0.00018989942,0.00001708375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.29247823,0.00046537656,0.7047515,0.00014772828,0.00031378382,0.000016421896,0.0005904211,0.000024591112,0.00012882939,0.000115471936,0.00022245568,0.0007452204],"study_design_scores_gemma":[0.47607744,0.00031327235,0.52215576,0.00018475944,0.0002853663,0.000004883329,0.0005771939,0.000008917831,0.00016167344,0.000058156707,0.000018965091,0.00015362872],"about_ca_topic_score_codex":0.000057386074,"about_ca_topic_score_gemma":0.0009304893,"teacher_disagreement_score":0.18359922,"about_ca_system_score_codex":0.000030545114,"about_ca_system_score_gemma":0.00013455427,"threshold_uncertainty_score":0.55286455},"labels":[],"label_agreement":null},{"id":"W3139447619","doi":"10.2196/25473","title":"Antibiotic Prescription Rates After eVisits Versus Office Visits in Primary Care: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lunds Universitet; Västra Götalandsregionen","keywords":"Sore throat; Medicine; Dysuria; Medical prescription; Guideline; Pharmacy; Internal medicine; Emergency medicine; Family medicine; Surgery; Nursing","score_opus":0.026206547644584008,"score_gpt":0.2935243599437209,"score_spread":0.26731781229913687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139447619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939273,0.0022640964,0.000054359567,0.0001236977,0.00082384376,0.00038030985,0.0000148935305,0.00004427074,0.002367255],"genre_scores_gemma":[0.99785316,0.00012566602,0.00017720803,0.00070570107,0.00004836284,0.000010816542,0.00039023103,0.000009572748,0.0006792867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985897,0.0001307194,0.0006178222,0.00015309236,0.00020777163,0.0003009249],"domain_scores_gemma":[0.99927014,0.00016503195,0.00011353986,0.00025174214,0.00015035347,0.00004917227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021839711,0.00016207533,0.00029547082,0.000075406366,0.0000819915,0.000028297305,0.00019289846,0.0003210496,0.00047085548],"category_scores_gemma":[0.00014119441,0.00013613324,0.000058237893,0.0002832522,0.00009923612,0.00025927403,0.00015339917,0.00043751494,0.00045110687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071800635,0.007128577,0.82385176,0.005516052,0.0013458394,0.0010921648,0.08095434,0.00004801246,0.008335717,0.0013101546,0.018023653,0.045213662],"study_design_scores_gemma":[0.0063150562,0.00032722225,0.970166,0.00060127646,0.000055624634,0.00003028851,0.011980464,0.000062808766,0.0019256623,0.000006016769,0.008225686,0.00030388418],"about_ca_topic_score_codex":0.000011431853,"about_ca_topic_score_gemma":0.000117766605,"teacher_disagreement_score":0.14631425,"about_ca_system_score_codex":0.000092499744,"about_ca_system_score_gemma":0.00038409545,"threshold_uncertainty_score":0.57982165},"labels":[],"label_agreement":null},{"id":"W3139506961","doi":"10.1183/23120541.00944-2020","title":"Antibiotic use in children and youths with asthma: a population-based case-control study","year":2021,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Asthma; Odds ratio; Medical prescription; Confidence interval; Population; Demography; Pediatrics; Logistic regression; Socioeconomic status; Odds; Internal medicine; Environmental health","score_opus":0.03947224826838187,"score_gpt":0.3340399892690829,"score_spread":0.29456774100070104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139506961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729204,0.0008075338,0.000017682818,0.00021634516,0.000034137767,0.00133482,0.000057334866,0.000011865552,0.00022822678],"genre_scores_gemma":[0.9972195,0.000010473954,0.00011219898,0.000059666563,0.000010909799,0.000007265244,0.000054116685,0.000017078533,0.002508761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771774,0.0010814249,0.00020055758,0.00049025397,0.000088837725,0.00042119037],"domain_scores_gemma":[0.998998,0.0003802159,0.000036950536,0.0004021701,0.00014812557,0.000034541237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010269005,0.00012324346,0.00028908247,0.00015714216,0.00033871367,0.0001800226,0.00023109556,0.00012216305,0.00021989233],"category_scores_gemma":[0.00019899133,0.0000925117,0.000020290825,0.0004391265,0.0001502424,0.0001547764,0.00018840711,0.0004982172,0.00006342384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042707258,0.00055544387,0.9951125,0.000010141827,0.00014185194,0.0015433277,0.00027479194,0.000015597318,0.0009219795,0.000119176635,0.00015042,0.00072773837],"study_design_scores_gemma":[0.005276408,0.00035461466,0.99147207,0.00008534293,0.000018141356,0.0005052548,0.0014120117,0.000015778727,0.0006817766,0.000009801913,0.00003647229,0.00013234415],"about_ca_topic_score_codex":0.012731571,"about_ca_topic_score_gemma":0.017243678,"teacher_disagreement_score":0.004849335,"about_ca_system_score_codex":0.00003686311,"about_ca_system_score_gemma":0.00021319055,"threshold_uncertainty_score":0.9938427},"labels":[],"label_agreement":null},{"id":"W3139927610","doi":"10.1177/1715163521999417","title":"Community pharmacist prescribing of antimicrobials: A systematic review from an antimicrobial stewardship perspective","year":2021,"lang":"en","type":"review","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences; Toronto East General Hospital; University of Toronto; University Health Network; University of Alberta; Ottawa Hospital; St Joseph's Health Centre; Hotel Dieu Shaver Health and Rehabilitation Centre; Public Health Ontario","funders":"","keywords":"Antimicrobial stewardship; Medicine; Pharmacist; Family medicine; Intensive care medicine; MEDLINE; Antimicrobial; Pharyngitis; Clinical pharmacy; Antibiotic resistance; Pharmacy; Internal medicine; Antibiotics; Political science","score_opus":0.08132764461347355,"score_gpt":0.34117747767698364,"score_spread":0.25984983306351006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139927610","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00082483224,0.9853197,0.000025621108,0.00003198327,0.003447434,0.0019836468,0.008093901,0.00004204333,0.00023083517],"genre_scores_gemma":[0.008995525,0.9868016,0.000055306173,0.0013662328,0.00039021767,0.00002858906,0.0013940522,0.00018993199,0.00077849766],"study_design_codex":"systematic_review","study_design_gemma":"case_report","domain_scores_codex":[0.98781055,0.0066177505,0.0028963466,0.0008990242,0.00025877918,0.0015175593],"domain_scores_gemma":[0.9930934,0.00061504263,0.0025253072,0.0012318743,0.0015799486,0.00095444574],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0020948404,0.0013291859,0.006212811,0.00060178543,0.001707678,0.00020571575,0.0026807834,0.00048869,0.0011991466],"category_scores_gemma":[0.0008943194,0.0012255828,0.0013631749,0.0010698142,0.00063185045,0.00042726853,0.00023082772,0.003915926,0.000059599428],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000060030077,0.0004236792,0.0000050674216,0.8848896,0.007013227,0.02547743,0.0019002227,0.0000072979824,0.0018947715,0.00002918758,0.054084778,0.02421473],"study_design_scores_gemma":[0.0018101675,0.00007900594,8.316085e-8,0.3567998,0.017933259,0.3884094,0.00012936712,0.0000061106275,0.0020264373,0.000007914959,0.23082285,0.001975603],"about_ca_topic_score_codex":0.09597722,"about_ca_topic_score_gemma":0.065141305,"teacher_disagreement_score":0.52808976,"about_ca_system_score_codex":0.004520184,"about_ca_system_score_gemma":0.013706245,"threshold_uncertainty_score":0.99994594},"labels":[],"label_agreement":null},{"id":"W3141724645","doi":"10.1017/ice.2021.87","title":"Patterns of dental antibiotic prescribing in 2017: Australia, England, United States, and British Columbia (Canada)","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Agency for Healthcare Research and Quality; Soochow University; National Institute for Health and Care Research; Australian Government","keywords":"Medicine; Clindamycin; Amoxicillin; Medical prescription; Population; Antimicrobial stewardship; Antibiotic resistance; Penicillin; Azithromycin; Antibiotics; Family medicine; Environmental health; Nursing","score_opus":0.012178810994542835,"score_gpt":0.2357305260112929,"score_spread":0.22355171501675009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141724645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99452883,0.003984461,0.00022323473,0.00033491864,0.0005695046,0.00014656993,0.0001622141,0.000013395707,0.00003685344],"genre_scores_gemma":[0.9957458,0.0029607585,0.000014288759,0.00035012976,0.000025483445,0.000002136917,0.0001706218,0.000006949805,0.0007238636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984874,0.00044115385,0.00043585285,0.00030670795,0.000020794963,0.00030809717],"domain_scores_gemma":[0.99911135,0.00051354425,0.00016478017,0.000102452206,0.00007162745,0.0000362505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003279229,0.00010657309,0.00050878344,0.000044733217,0.00010399411,0.000015876254,0.000040040595,0.00023464844,0.00009837377],"category_scores_gemma":[0.00038583175,0.00013367484,0.000041922474,0.000084862535,0.00016732223,0.000057230347,0.000041620522,0.00024730066,0.0000020798489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028047356,0.00008411734,0.99529904,0.000070771785,0.00011541595,0.00006205423,0.00004542104,0.000018544053,0.0012266987,0.00010867713,0.0010745294,0.0018666846],"study_design_scores_gemma":[0.0025395167,0.00020559308,0.9906186,0.00013812016,0.00003977007,0.00023367011,0.00014356316,0.000055817225,0.00018614662,0.00014763717,0.0055407216,0.00015086263],"about_ca_topic_score_codex":0.88014734,"about_ca_topic_score_gemma":0.95838803,"teacher_disagreement_score":0.07824066,"about_ca_system_score_codex":0.000027020582,"about_ca_system_score_gemma":0.000059236918,"threshold_uncertainty_score":0.54511017},"labels":[],"label_agreement":null},{"id":"W3142527280","doi":"10.1186/s13031-021-00357-6","title":"The socioeconomic burden of antibiotic resistance in conflict-affected settings and refugee hosting countries: a systematic scoping review","year":2021,"lang":"en","type":"article","venue":"Conflict and Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American University of Beirut","keywords":"Socioeconomic status; Refugee; Medicine; MEDLINE; Systematic review; Public health; Scopus; Grey literature; Guideline; Environmental health; Family medicine; Political science; Population; Nursing; Pathology","score_opus":0.01978934381668982,"score_gpt":0.3079084727751282,"score_spread":0.28811912895843833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142527280","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16761334,0.82637763,0.0000088436955,0.0047192597,0.00011756106,0.0008897975,0.000010582332,0.000020318179,0.00024265691],"genre_scores_gemma":[0.555558,0.4408123,0.000051208666,0.0019635549,0.000022314167,0.00000785696,0.000017635288,0.000016718881,0.0015503531],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99822515,0.00034279126,0.0007640799,0.00028994575,0.000034475197,0.00034354423],"domain_scores_gemma":[0.9985778,0.0005503541,0.0004915772,0.00026088758,0.0000857045,0.00003369268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011915761,0.00015349346,0.0008225529,0.000039227984,0.00036064922,0.000027232027,0.00010406875,0.000119300414,0.000016205804],"category_scores_gemma":[0.00021363271,0.00011413481,0.000042602896,0.00009539156,0.00032458617,0.00004472904,0.00006370544,0.000212799,0.000012912014],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099224686,0.00005738226,0.0065969583,0.9590028,0.0003439991,0.000028210296,0.010323107,4.850627e-7,0.00810942,0.010556707,0.004139859,0.00074186554],"study_design_scores_gemma":[0.0025602619,0.0001736182,0.01380004,0.9577274,0.00016483944,0.00012801708,0.0039314483,0.0000135191995,0.0025520648,0.000043791548,0.01842569,0.0004793314],"about_ca_topic_score_codex":0.000104348925,"about_ca_topic_score_gemma":0.0006026262,"teacher_disagreement_score":0.38794473,"about_ca_system_score_codex":0.00004165077,"about_ca_system_score_gemma":0.00036434826,"threshold_uncertainty_score":0.46542823},"labels":[],"label_agreement":null},{"id":"W3143029697","doi":"10.1093/ijpp/riab015.061","title":"A systematic review to investigate the effect of digital antimicrobial stewardship tools on antimicrobial usage, length of stay, mortality and cost","year":2021,"lang":"en","type":"review","venue":"International Journal of Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Medicine; Antimicrobial stewardship; MEDLINE; Antimicrobial; Stewardship (theology); Intensive care medicine; Antibiotic resistance; Family medicine; Nursing; Psychological intervention; Antibiotics","score_opus":0.07502359337558541,"score_gpt":0.4177934870369648,"score_spread":0.3427698936613794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143029697","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003252934,0.99228257,0.000036980695,0.0006796507,0.0014701284,0.0014778828,0.0005787874,0.0000054129846,0.00021563304],"genre_scores_gemma":[0.008980031,0.9899343,0.000037451115,0.00062062807,0.00013145602,0.000007515503,0.00007067817,0.00002882007,0.0001890715],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9949995,0.0021709641,0.0020656085,0.00027060488,0.0002897025,0.00020360337],"domain_scores_gemma":[0.990267,0.004458633,0.0041321446,0.0003145731,0.00077117013,0.000056485038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002597514,0.00038762417,0.0025727954,0.0001994829,0.000059080332,0.000100652454,0.0009394883,0.00013558609,0.00005204428],"category_scores_gemma":[0.006977201,0.00022687901,0.00068804296,0.00022285544,0.0002592681,0.00048188888,0.00024002689,0.0008922181,0.00003263367],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016440151,0.00089458295,0.00013113437,0.8665644,0.030119186,0.00076606544,0.0002946046,0.00000782341,0.0033361765,0.00022304244,0.017845452,0.078173496],"study_design_scores_gemma":[0.0019956992,0.00038323805,0.000005129024,0.55776,0.012129502,0.0043016993,0.000029781293,3.2428585e-7,0.006908228,0.000001238537,0.416183,0.00030214625],"about_ca_topic_score_codex":0.000025269315,"about_ca_topic_score_gemma":0.0000017739623,"teacher_disagreement_score":0.39833754,"about_ca_system_score_codex":0.000088508015,"about_ca_system_score_gemma":0.00044333562,"threshold_uncertainty_score":0.92518574},"labels":[],"label_agreement":null},{"id":"W3147259446","doi":"10.1093/ijpp/riab006","title":"Economic evaluation of pharmacists prescribing for minor ailments in Ontario, Canada: a cost-minimization analysis","year":2021,"lang":"en","type":"article","venue":"International Journal of Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Medical prescription; Minor (academic); Government (linguistics); Family medicine; Pharmacist; Remuneration; Formulary; Cost-minimization analysis; Nursing; Pharmacy; Finance; Internal medicine","score_opus":0.05378284071852266,"score_gpt":0.3727269354749069,"score_spread":0.3189440947563842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147259446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991447,0.0016956237,0.0016554481,0.0012034165,0.002724835,0.00022944088,0.00007143505,0.0000019822967,0.0009708382],"genre_scores_gemma":[0.99836457,0.00015036811,0.00050291314,0.00024647612,0.000052776293,0.000003998811,0.00009944889,0.000005394266,0.00057404663],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871963,0.00025916137,0.0006067794,0.00012654552,0.00017916242,0.00010873995],"domain_scores_gemma":[0.9972009,0.00038163754,0.0008612259,0.000065907465,0.0014717928,0.000018555198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008686823,0.00007892331,0.00021355151,0.00018876845,0.00002822678,0.000016271446,0.00019487161,0.000032434367,0.0013582528],"category_scores_gemma":[0.0005377447,0.00007892444,0.000111408895,0.00009206676,0.00002106796,0.00040999608,0.000028629154,0.00017625453,0.000002948085],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017379088,0.0030159121,0.4325385,0.00010403516,0.0409669,0.0005418881,0.0044664014,0.10704161,0.3139766,0.00064192916,0.034794927,0.044532217],"study_design_scores_gemma":[0.041902654,0.000104212464,0.051494382,0.0002054778,0.010141285,0.00092424935,0.0016055809,0.01234828,0.58909875,0.0001235493,0.29161108,0.00044046735],"about_ca_topic_score_codex":0.16040234,"about_ca_topic_score_gemma":0.5722917,"teacher_disagreement_score":0.41188937,"about_ca_system_score_codex":0.0008874616,"about_ca_system_score_gemma":0.0029420482,"threshold_uncertainty_score":0.99955463},"labels":[],"label_agreement":null},{"id":"W3151080094","doi":"10.1093/trstmh/trab048","title":"Key considerations on the potential impacts of the COVID-19 pandemic on antimicrobial resistance research and surveillance","year":2021,"lang":"en","type":"article","venue":"Transactions of the Royal Society of Tropical Medicine and Hygiene","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity; Canadian Institutes of Health Research; McMaster University; Centre for Global Health Research; BC Children's Hospital; York University; University of British Columbia","funders":"Medical Research Council; Innovative Medicines Initiative; Bundesministerium für Bildung und Forschung; Instituto de Salud Carlos III; Joint Programming Initiative on Antimicrobial Resistance; National Institute for Health and Care Research; Ministerio de Ciencia, Innovación y Universidades; UK Research and Innovation","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antimicrobial; Virology; Antibiotic resistance; Key (lock); Biology; Medicine; Geography; Microbiology; Outbreak; Antibiotics; Infectious disease (medical specialty); Pathology; Ecology","score_opus":0.04322773513539661,"score_gpt":0.30330472646585743,"score_spread":0.2600769913304608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151080094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379568,0.002187284,0.0009677773,0.05817587,0.00022756768,0.00020372386,0.00007479819,0.000007596004,0.00019855631],"genre_scores_gemma":[0.99664754,0.0010677726,0.000060343664,0.00091233273,0.000026151503,0.000001502443,0.0000018299735,0.000005218562,0.0012773317],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99885875,0.00039079742,0.0002745428,0.00018095104,0.00012135707,0.00017360655],"domain_scores_gemma":[0.9982709,0.0011004442,0.000110475856,0.00033459216,0.00015360143,0.000029974724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035023477,0.00009623748,0.00026786065,0.000018227687,0.00061336654,0.000004336645,0.00015325354,0.00013726047,0.00014323856],"category_scores_gemma":[0.00034635703,0.00004573588,0.00013758449,0.00017382481,0.0026154828,0.00001231951,0.000027608725,0.00044205636,7.095613e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015994161,0.001196546,0.042510536,0.0012669363,0.0013359605,0.0000045133697,0.0074661337,0.0007779494,0.8244213,0.018141286,0.10077514,0.0005042963],"study_design_scores_gemma":[0.011511342,0.002185522,0.6273283,0.0024589584,0.0005182337,0.00016852331,0.0091486955,0.00013895576,0.3224744,0.0076427613,0.015887713,0.0005366302],"about_ca_topic_score_codex":0.00022800617,"about_ca_topic_score_gemma":0.00044410772,"teacher_disagreement_score":0.58481777,"about_ca_system_score_codex":0.000021764454,"about_ca_system_score_gemma":0.00015619627,"threshold_uncertainty_score":0.9636856},"labels":[],"label_agreement":null},{"id":"W3153240582","doi":"10.1093/ofid/ofab185","title":"Community Antibiotic Use at the Population Level During the SARS-CoV-2 Pandemic in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Interior Health; BC Centre for Disease Control","funders":"Ministry of Health, British Columbia","keywords":"Medicine; Medical prescription; Azithromycin; Amoxicillin; Population; Demography; Pandemic; Pediatrics; Coronavirus disease 2019 (COVID-19); Antibiotics; Internal medicine; Disease; Infectious disease (medical specialty); Environmental health","score_opus":0.022275278756799983,"score_gpt":0.25086982930429175,"score_spread":0.22859455054749175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153240582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967276,0.001458813,0.0000013934118,0.0002687733,0.00038348942,0.0003660877,0.00033271872,0.000027328737,0.00043382845],"genre_scores_gemma":[0.98958063,0.00016127444,8.022382e-7,0.0010330061,0.000008814692,0.0000068621043,0.00026049014,0.00001617867,0.008931947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985458,0.00062477327,0.00023574755,0.00020604652,0.000047406047,0.00034022026],"domain_scores_gemma":[0.99911964,0.00023098264,0.0001054739,0.00047371536,0.000054548706,0.0000156144],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00013559604,0.00010546217,0.00022026846,0.000012064025,0.0019144638,0.0003364193,0.00036665023,0.000095285985,0.00016679963],"category_scores_gemma":[0.00020410665,0.000101374215,0.00006559218,0.00019500457,0.00017081993,0.00017762628,0.00057968864,0.00035136865,0.000023087694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001766071,0.00014541871,0.9828641,0.000024712428,0.00008122183,0.00004363374,0.000035565652,0.000011743093,0.00427399,0.000014753648,0.0119703235,0.00051690434],"study_design_scores_gemma":[0.00077350566,0.000016110553,0.99337643,0.00012237675,0.00004290562,0.00027684768,0.00052204466,0.0000010850177,0.0014791039,0.0001017136,0.0031368583,0.00015099674],"about_ca_topic_score_codex":0.98490304,"about_ca_topic_score_gemma":0.999794,"teacher_disagreement_score":0.014890935,"about_ca_system_score_codex":0.00028621225,"about_ca_system_score_gemma":0.00028971612,"threshold_uncertainty_score":0.9993849},"labels":[],"label_agreement":null},{"id":"W3154382615","doi":"10.3390/tropicalmed6020057","title":"Decreasing Trends in Antibiotic Consumption in Public Hospitals from 2014 to 2017 Following the Decentralization of Drug Procurement in Myanmar","year":2021,"lang":"en","type":"article","venue":"Tropical Medicine and Infectious Disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Instituut voor Tropische Geneeskunde; Public Health Agency; University of Washington; Bahir Dar University; University of Toronto; World Health Organization","keywords":"Antibiotics; Procurement; Per capita; Medicine; Consumption (sociology); Environmental health; Defined daily dose; Public health; Business; Population; Biology","score_opus":0.016239364252763584,"score_gpt":0.2740161460608681,"score_spread":0.25777678180810454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154382615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98916197,0.007436778,0.00018621926,0.0026857296,0.00021948724,0.00016046989,0.000004367598,0.00000986588,0.00013513613],"genre_scores_gemma":[0.99874276,0.00084213924,0.000015808406,0.0002739179,0.000021019383,0.000003298428,0.00005040011,0.0000054564343,0.00004522684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899393,0.00021468084,0.00031159795,0.00022678344,0.00005027513,0.00020275141],"domain_scores_gemma":[0.9995909,0.00012930104,0.000058149253,0.00014458224,0.000023592302,0.00005348051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011428341,0.00010190302,0.00025900366,0.00017824526,0.000045794335,0.00000814273,0.000056712655,0.00006517194,0.0001270276],"category_scores_gemma":[0.00042171023,0.00007081503,0.000036678022,0.00027778966,0.00011156994,0.00006476824,0.000033135177,0.0001305663,0.0000068117106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074180316,0.0002150763,0.9912791,0.00004041764,0.000026998028,0.000038271555,0.0005867188,0.0000039432657,0.0039739492,0.001067697,0.00048278095,0.0022108606],"study_design_scores_gemma":[0.0018006508,0.00006088483,0.99556994,0.0006084913,0.000043717482,0.0000020056157,0.0002529146,0.0000150990145,0.00080543844,0.00050206255,0.00025931426,0.00007950623],"about_ca_topic_score_codex":0.0005271308,"about_ca_topic_score_gemma":0.0017420894,"teacher_disagreement_score":0.009580786,"about_ca_system_score_codex":0.00004536522,"about_ca_system_score_gemma":0.00005078389,"threshold_uncertainty_score":0.28877532},"labels":[],"label_agreement":null},{"id":"W3154541784","doi":"10.3390/antibiotics10040464","title":"Should the Increased Awareness of the One Health Approach Brought by the COVID-19 Pandemic Be Used to Further Tackle the Challenge of Antimicrobial Resistance?","year":2021,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Global health; Public health; Antibiotic resistance; Risk analysis (engineering); Business; Medicine; Intensive care medicine; Infectious disease (medical specialty); Biology; Disease; Nursing","score_opus":0.07971681267468458,"score_gpt":0.3097649602440265,"score_spread":0.23004814756934192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154541784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7750744,0.020456947,0.0030462102,0.19616501,0.0010023526,0.001725948,0.0011118851,0.00007581058,0.0013414156],"genre_scores_gemma":[0.98657393,0.0013710447,0.000087896275,0.008801478,0.00005631013,0.0000010402059,0.00008869703,0.000032975335,0.0029866172],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99714136,0.0011626051,0.00060715334,0.00042763777,0.0001723114,0.00048894534],"domain_scores_gemma":[0.99726033,0.00066888606,0.00045538336,0.0014128544,0.00015500505,0.000047511152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011413122,0.00026458356,0.00055421755,0.000029962286,0.00077934255,0.00002197195,0.0011116455,0.0002951164,0.00007385767],"category_scores_gemma":[0.00028962374,0.00012055019,0.00023008861,0.0005545901,0.0011627771,0.00003363651,0.00031958372,0.00055994076,0.000011298129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000848355,0.0024501954,0.051446825,0.0015532891,0.0018127012,0.0000074182744,0.026093975,0.00015635358,0.61521053,0.015982987,0.28392422,0.0005131202],"study_design_scores_gemma":[0.004770904,0.0002949529,0.019306557,0.0007830447,0.0006674571,0.0001443503,0.013820298,0.00001977157,0.5793141,0.0005103498,0.37943232,0.0009359059],"about_ca_topic_score_codex":0.0009509213,"about_ca_topic_score_gemma":0.0034759261,"teacher_disagreement_score":0.21149953,"about_ca_system_score_codex":0.000060458122,"about_ca_system_score_gemma":0.0007583837,"threshold_uncertainty_score":0.5994152},"labels":[],"label_agreement":null},{"id":"W3155668821","doi":"10.1016/s1473-3099(21)00196-1","title":"Antibiotic overuse in China: call for consolidated efforts to develop antibiotic stewardship programmes","year":2021,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Antibiotic Stewardship; Medical prescription; Antibiotics; Antimicrobial stewardship; Stewardship (theology); Medicine; Respiratory tract infections; China; Intensive care medicine; Family medicine; Antibiotic resistance; Nursing; Internal medicine; Geography; Political science; Respiratory system","score_opus":0.016595260244606478,"score_gpt":0.26296871059055926,"score_spread":0.2463734503459528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155668821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73331064,0.02527127,0.00025635908,0.21996589,0.006438935,0.0074172844,0.0036533044,0.0013439809,0.0023423526],"genre_scores_gemma":[0.80602336,0.0007157674,0.00006216295,0.18379113,0.001606351,0.00006166679,0.003379641,0.00015061219,0.00420932],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967027,0.00048511187,0.00057114253,0.0008450342,0.000106942265,0.001289087],"domain_scores_gemma":[0.9979649,0.0005322308,0.00028577438,0.0009330846,0.00022892503,0.000055064815],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002870794,0.00063052535,0.0013769882,0.0002309215,0.00034876764,0.00013127674,0.0006013115,0.00093457213,0.00007758707],"category_scores_gemma":[0.0006739512,0.00045115416,0.00025832825,0.00075093,0.00037237475,0.000065287364,0.00022549336,0.0012438004,0.00020679843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002668117,0.00038301942,0.047908437,0.0014749197,0.0008174476,0.00042664356,0.00028541597,0.000016358272,0.0006105022,0.00013116967,0.9462501,0.0014291864],"study_design_scores_gemma":[0.0038073931,0.00045983866,0.09935642,0.0022734436,0.0008163551,0.00022807803,0.00008113879,0.0000030439717,0.0036805084,0.00026375815,0.88768506,0.0013449583],"about_ca_topic_score_codex":0.00039529297,"about_ca_topic_score_gemma":0.00057616585,"teacher_disagreement_score":0.072712734,"about_ca_system_score_codex":0.00015235001,"about_ca_system_score_gemma":0.00054555887,"threshold_uncertainty_score":0.999794},"labels":[],"label_agreement":null},{"id":"W3157922476","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a2717","title":"Long-Term Sustainability and Acceptance of Antimicrobial Stewardship in Intensive Care","year":2021,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Sustainability; Term (time); Stewardship (theology); Antimicrobial stewardship; Business; Risk analysis (engineering); Political science","score_opus":0.008453453039952924,"score_gpt":0.2563843358004145,"score_spread":0.24793088276046155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157922476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943354,0.0041994005,0.00007634601,0.00039128098,0.0001444754,0.00012461116,0.000012293099,0.000012929292,0.0007032213],"genre_scores_gemma":[0.9978901,0.00021384373,0.000047566355,0.00023464175,0.0000061891087,7.361202e-7,0.000031634187,0.0000054774255,0.0015698064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923474,0.000095695425,0.00020616483,0.00024936342,0.000014715965,0.00019929848],"domain_scores_gemma":[0.9990326,0.00005294746,0.000050761508,0.00020249053,0.0006507845,0.000010422193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005894999,0.00009518946,0.00025446378,0.000039928404,0.000038535367,0.00000557597,0.0000788982,0.00015594104,0.00024103832],"category_scores_gemma":[0.00018472943,0.000081083905,0.00004535395,0.00011865549,0.00029353818,0.000045714725,0.00010552559,0.00013977161,0.000007137888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015849734,0.00007859427,0.73673135,0.00055976486,0.000053511285,0.00008941424,0.0026920105,0.0000011378559,0.25480688,0.0005106023,0.00040890847,0.003909324],"study_design_scores_gemma":[0.00077827275,0.000032050077,0.6680254,0.000080178004,0.000014308164,0.000034890647,0.012119883,1.4266601e-7,0.3186721,0.000032081673,0.00011214825,0.000098608194],"about_ca_topic_score_codex":0.00008372416,"about_ca_topic_score_gemma":0.0008578562,"teacher_disagreement_score":0.068706006,"about_ca_system_score_codex":0.000038018625,"about_ca_system_score_gemma":0.00014208788,"threshold_uncertainty_score":0.33065057},"labels":[],"label_agreement":null},{"id":"W3158026339","doi":"10.1136/bmjgh-2020-004010","title":"Antibiotic use for acute respiratory infections among under-5 children in Bangladesh: a population-based survey","year":2021,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; International Centre for Diarrhoeal Disease Research, Bangladesh; Medical Research Council; Australian Government","keywords":"Medicine; Antibiotics; Medical prescription; Public health; Population; Respiratory infection; Environmental health; Pediatrics; Demography; Internal medicine; Respiratory system","score_opus":0.031447740829972495,"score_gpt":0.35625086458291927,"score_spread":0.3248031237529468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158026339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99436283,0.001052101,0.0016031034,0.0005561571,0.0005279769,0.0007460992,0.0010428365,0.00006367466,0.000045218803],"genre_scores_gemma":[0.9961194,0.000048808775,0.0001490972,0.0018998955,0.000029615614,0.000005800825,0.0015000923,0.000013410272,0.0002339238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981521,0.00055111153,0.00042952094,0.00036938855,0.00004035103,0.00045752784],"domain_scores_gemma":[0.99916023,0.00021779146,0.00016688218,0.000308918,0.000096447315,0.000049753908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045971677,0.00015600711,0.00034693175,0.00006892995,0.00026841517,0.000024494588,0.000094262636,0.00024570132,0.00002904981],"category_scores_gemma":[0.00017289323,0.00015317656,0.000094934876,0.00045593551,0.00008111469,0.00008653307,0.000030452775,0.00016787175,0.000036246347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076102,0.00024246397,0.9946925,0.00003080197,0.000101744205,0.0000051843285,0.000010822176,0.00013323622,0.00009889879,0.0010710905,0.003139287,0.00039785603],"study_design_scores_gemma":[0.0013466162,0.00014659911,0.997515,0.00013765783,0.000023383938,0.0000143521975,0.000018591574,0.000015783224,0.00020738544,0.00009197822,0.00032835506,0.00015429665],"about_ca_topic_score_codex":0.0093535865,"about_ca_topic_score_gemma":0.06549885,"teacher_disagreement_score":0.056145266,"about_ca_system_score_codex":0.00031449174,"about_ca_system_score_gemma":0.00090208557,"threshold_uncertainty_score":0.9972432},"labels":[],"label_agreement":null},{"id":"W3158486212","doi":"10.52403/ijhsr.20210506","title":"Characterization and Antimicrobial Susceptibility Profiles of Bacteria Isolated from Various Specimens among Mary Begg Health Facilities","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Sciences and Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Microbiology; Clindamycin; Amikacin; Antimicrobial; Amoxicillin; Antibiotic resistance; Gentamicin; Ampicillin; Staphylococcus aureus; Antibiotics; Ertapenem; Bacteria; Meropenem; Biology","score_opus":0.03938367657223785,"score_gpt":0.34962763508719796,"score_spread":0.3102439585149601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158486212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883428,0.0037113188,0.0002961567,0.006691144,0.00064121647,0.00009528749,0.00018974836,0.0000029716073,0.000029330491],"genre_scores_gemma":[0.99315226,0.005730332,0.00028060927,0.00012308019,0.0000621714,2.485028e-7,0.000050674164,0.0000028948475,0.00059770804],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99825716,0.0005280932,0.00056997273,0.0002029479,0.0001949822,0.00024681678],"domain_scores_gemma":[0.9987863,0.00017206793,0.00036464958,0.00006900308,0.00056068355,0.00004731717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020204426,0.000070562695,0.0002718129,0.00017741621,0.00031587397,0.000059996837,0.0002005442,0.00007174974,0.00022279953],"category_scores_gemma":[0.00009277212,0.00005200586,0.00003496577,0.00014306224,0.0010286835,0.00018921294,0.0001271048,0.0002808167,0.0000021703434],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030136036,0.00023983899,0.10402565,0.0001849907,0.00015085458,0.0000218853,0.0046372,0.0000016486666,0.87753457,0.00037296582,0.0007228102,0.011806229],"study_design_scores_gemma":[0.0011078328,0.0009884485,0.9365535,0.0008538157,0.0000048731586,0.0002316266,0.005153873,0.00004249582,0.0493439,0.0003615237,0.0052367123,0.000121443554],"about_ca_topic_score_codex":0.0014301236,"about_ca_topic_score_gemma":0.00029066694,"teacher_disagreement_score":0.8325278,"about_ca_system_score_codex":0.000049977327,"about_ca_system_score_gemma":0.00083666865,"threshold_uncertainty_score":0.3790227},"labels":[],"label_agreement":null},{"id":"W3159307853","doi":"10.1007/s42399-021-00913-4","title":"The Complexity of Co-Infections in the Era of COVID-19","year":2021,"lang":"en","type":"review","venue":"SN Comprehensive Clinical Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Intensive care medicine; Pandemic; Pathogen; Medicine; Antibiotics; Disease; Respiratory tract infections; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Infection control; Antimicrobial; Virus; Immunology; Biology; Respiratory system; Internal medicine; Microbiology","score_opus":0.2527365143813184,"score_gpt":0.4798783505467201,"score_spread":0.22714183616540173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159307853","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009452889,0.99334157,0.00008769449,0.003386545,0.001526595,0.0007094819,0.00008812576,0.00001195742,0.0007535081],"genre_scores_gemma":[0.00090778415,0.99739575,0.000017090393,0.0010290967,0.0001625921,0.000011489652,0.00025423116,0.00001434257,0.00020761674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936773,0.0034892727,0.0020810526,0.00037870338,0.00010146957,0.00027219136],"domain_scores_gemma":[0.97873276,0.019056741,0.0010427485,0.00086015015,0.00026394887,0.000043631404],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014252806,0.00029295453,0.0028887235,0.00007230627,0.00024707665,0.0000032757805,0.00068875006,0.0005466391,0.00033820682],"category_scores_gemma":[0.0036856828,0.00013097627,0.0006412432,0.00049016986,0.008683767,0.0000105091,0.00013314608,0.0018018167,0.00004304037],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032512756,0.0028213263,0.0015179148,0.03501575,0.0056269076,0.00019528983,0.0017277162,0.0000016668031,0.00012520583,0.056195606,0.15991794,0.7365295],"study_design_scores_gemma":[0.0009397577,0.00043407822,0.00035249614,0.008083164,0.0005998607,0.00010792204,0.0008097941,1.3233651e-7,0.0000033864155,0.0004736548,0.9880792,0.00011655783],"about_ca_topic_score_codex":0.00022251754,"about_ca_topic_score_gemma":0.00018343542,"teacher_disagreement_score":0.82816124,"about_ca_system_score_codex":0.000030847164,"about_ca_system_score_gemma":0.0006750473,"threshold_uncertainty_score":0.994014},"labels":[],"label_agreement":null},{"id":"W3159623853","doi":"10.1136/ejhpharm-2020-002656","title":"Assessment of adherence to at-home oral anti-infective therapy among paediatric patients discharged from a Quebec hospital","year":2021,"lang":"en","type":"article","venue":"European Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Psychological intervention; Pediatrics; Internal medicine; Emergency medicine","score_opus":0.010135811601598214,"score_gpt":0.2625474836769724,"score_spread":0.2524116720753742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159623853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933601,0.0028633312,0.00019016936,0.00015412476,0.0025929243,0.00020921198,0.000098540135,0.000015383088,0.0005162266],"genre_scores_gemma":[0.9982949,0.00071933126,0.00023013202,0.000090979534,0.00014829019,7.5513225e-7,0.000045356468,0.00003590092,0.00043434813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997898,0.0006743931,0.0006883675,0.00029068266,0.0001394605,0.0003091198],"domain_scores_gemma":[0.99841875,0.000097051925,0.0007043421,0.0002108163,0.00047285113,0.000096177224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030041338,0.00024217996,0.00049423595,0.00010312215,0.0001219622,0.000028457709,0.0003715793,0.0000363344,0.0006808763],"category_scores_gemma":[0.00007868439,0.00018751115,0.00029079133,0.0002461383,0.00016231323,0.00026783004,0.0002018966,0.00041858293,0.00014407009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016470811,0.0017530941,0.9141555,0.00001335196,0.00068242,0.00032566788,0.0015375966,0.000008275246,0.068677075,0.000015110657,0.0041641593,0.008503045],"study_design_scores_gemma":[0.0047032977,0.0019795178,0.9487715,0.00010332005,0.00007990441,0.000004779597,0.000215873,9.613939e-7,0.041558903,0.00000814244,0.0023200966,0.00025370962],"about_ca_topic_score_codex":0.00017001796,"about_ca_topic_score_gemma":0.000025612846,"teacher_disagreement_score":0.034616,"about_ca_system_score_codex":0.0000801888,"about_ca_system_score_gemma":0.00015960074,"threshold_uncertainty_score":0.7646483},"labels":[],"label_agreement":null},{"id":"W3160856436","doi":"10.1093/fampra/cmab030","title":"Antibiotic prescribing for respiratory tract infection: exploring drivers of cognitive effort and factors associated with inappropriate prescribing","year":2021,"lang":"en","type":"article","venue":"Family Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Medical Research Council","keywords":"Medicine; Psychological intervention; Otitis; Intensive care medicine; Cognition; Formulary; Respiratory tract infections; Upper respiratory tract infection; Duration (music); Family medicine; Psychiatry; Internal medicine; Surgery","score_opus":0.08059996325464129,"score_gpt":0.2742806294519134,"score_spread":0.1936806661972721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160856436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947818,0.002107384,0.00091116724,0.000036193967,0.00041452868,0.0004027425,0.000047849335,0.00006248258,0.0012358879],"genre_scores_gemma":[0.9990888,0.0002801445,0.00014284764,0.00012780735,0.000022955408,0.000007817704,0.00007284876,0.000029035653,0.00022771764],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99863243,0.0002555471,0.00030787775,0.00040968801,0.00007444882,0.00032000357],"domain_scores_gemma":[0.99739414,0.0015866404,0.00038824434,0.00016955487,0.00043020575,0.00003119698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004252745,0.00020670111,0.00036169277,0.00008497297,0.00029714807,0.000031497635,0.00006651359,0.00021409008,0.000009863502],"category_scores_gemma":[0.0022227506,0.00017877252,0.00007529823,0.00022563605,0.00020875197,0.0007127573,0.00006283885,0.0003407699,0.000003859493],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014495818,0.0014923275,0.4840402,0.000494099,0.0031069394,0.00009487152,0.0061671687,0.000050466075,0.49907357,0.00093826605,0.000362175,0.0027303598],"study_design_scores_gemma":[0.004315779,0.000889565,0.6809391,0.0016911463,0.0010851264,0.00002771693,0.015100458,0.0000105646795,0.29149446,0.000019764799,0.003974196,0.0004521414],"about_ca_topic_score_codex":0.00009157497,"about_ca_topic_score_gemma":0.0000335037,"teacher_disagreement_score":0.20757908,"about_ca_system_score_codex":0.000042805743,"about_ca_system_score_gemma":0.00016712652,"threshold_uncertainty_score":0.72901314},"labels":[],"label_agreement":null},{"id":"W3161426636","doi":"10.3138/jammi-2020-0010","title":"Development of a provincial interactive antibiogram tool for Ontario","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences; Toronto East General Hospital; University of Toronto; Western University; London Health Sciences Centre; Kraft Heinz (Canada); Hotel Dieu Shaver Health and Rehabilitation Centre; Public Health Ontario; Ottawa Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Antibiogram; Antimicrobial stewardship; Medicine; Health care; Antibiotic resistance; Ciprofloxacin; Environmental health; Antibiotics; Political science; Microbiology; Biology","score_opus":0.003463613576635772,"score_gpt":0.20873314207116217,"score_spread":0.2052695284945264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161426636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99652797,0.000710645,0.00012284615,0.0011667449,0.001266803,0.00009756719,0.00006129792,0.0000015689568,0.000044563443],"genre_scores_gemma":[0.99886394,0.000041728912,0.000065629436,0.00033182692,0.00003284147,7.7324376e-7,0.000016655797,0.0000033314604,0.0006432933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907285,0.00014973417,0.00048890384,0.00008560215,0.00006968503,0.00013324252],"domain_scores_gemma":[0.9984574,0.0002703544,0.0007845941,0.00006625953,0.0003856481,0.00003579193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045232152,0.00007566384,0.00029264254,0.00003079338,0.00010892517,0.0000029953012,0.00012914033,0.00017888391,0.000101465674],"category_scores_gemma":[0.0011445712,0.00005103561,0.00012149968,0.00006177204,0.00009315531,0.00002815388,0.000059138958,0.00024865143,2.5396744e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011526404,0.000972484,0.67296517,0.0003753812,0.0037123468,0.00002721617,0.0014596692,0.0000048959387,0.2647789,0.0008884422,0.046622828,0.0070400513],"study_design_scores_gemma":[0.006158594,0.00026263288,0.5098542,0.0008179791,0.0005847181,0.00022987224,0.0005004132,0.000001735115,0.18287237,0.0002479986,0.29819465,0.00027483382],"about_ca_topic_score_codex":0.016748048,"about_ca_topic_score_gemma":0.6736745,"teacher_disagreement_score":0.65692645,"about_ca_system_score_codex":0.0003310234,"about_ca_system_score_gemma":0.00671619,"threshold_uncertainty_score":0.9989148},"labels":[],"label_agreement":null},{"id":"W3162274014","doi":"10.3138/jammi-2020-0041","title":"Appropriateness of antibiotic use in community hospitals in rural Newfoundland and Labrador","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. John’s Health Sciences Centre; Memorial University of Newfoundland","funders":"Canadian Animal Health Institute","keywords":"Antibiotics; Geography; Medicine; Microbiology; Biology","score_opus":0.004075711080101293,"score_gpt":0.20433683506564448,"score_spread":0.2002611239855432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162274014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949507,0.0030960971,0.000002761726,0.0013402604,0.00049794395,0.00005679253,0.000039225877,0.0000010820224,0.000015145303],"genre_scores_gemma":[0.99881625,0.00079451874,0.0000027689748,0.0002761621,0.000010935421,1.5922264e-7,0.000008532035,0.0000032676508,0.0000873905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984343,0.00084990944,0.00045353954,0.00006378258,0.000059050955,0.00013938687],"domain_scores_gemma":[0.998699,0.00053026,0.0004920688,0.00009609569,0.00014184529,0.00004072114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007659841,0.00007843998,0.00036665626,0.000057104124,0.000066704604,0.000004779844,0.00012891043,0.00021830024,0.000023980914],"category_scores_gemma":[0.0017184368,0.000054503085,0.000051117833,0.00013947024,0.00019725457,0.00005346174,0.00008472332,0.00050166115,1.18845485e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008143294,0.00016886803,0.98057014,0.000094095674,0.00013397512,0.000018221068,0.00011460109,0.000004505798,0.017929932,0.00013009546,0.00043657143,0.0003175412],"study_design_scores_gemma":[0.0019533744,0.00005613542,0.9941994,0.00040750587,0.00005171461,0.00008257195,0.00033460816,0.000001629651,0.0024452163,0.00011531402,0.00029240863,0.00006011813],"about_ca_topic_score_codex":0.104688525,"about_ca_topic_score_gemma":0.54596484,"teacher_disagreement_score":0.44127628,"about_ca_system_score_codex":0.00015533292,"about_ca_system_score_gemma":0.0008770225,"threshold_uncertainty_score":0.9012734},"labels":[],"label_agreement":null},{"id":"W3163445195","doi":"10.15694/mep.2021.000113.1","title":"Using a behavioural framework to optimize antibiotic prescribing by family medicine residents","year":2021,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; College of Family Physicians of Canada","funders":"Sunnybrook Research Institute","keywords":"Antibiotics; Medicine; Family medicine; Psychology; Traditional medicine; Intensive care medicine; Biology; Microbiology","score_opus":0.05825584151446012,"score_gpt":0.3018368970992572,"score_spread":0.2435810555847971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163445195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562253,0.024833754,0.0076108146,0.00393979,0.0031284953,0.00034774304,0.00007357595,0.0001791095,0.0036614172],"genre_scores_gemma":[0.98163676,0.00012252454,0.0052112374,0.0026287863,0.00010733098,0.0000018903856,0.00015862063,0.00004227313,0.010090594],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99803567,0.00021591074,0.0004199219,0.00058302114,0.00012759665,0.0006178752],"domain_scores_gemma":[0.9988966,0.0001421987,0.00011571015,0.00054544857,0.00021995541,0.00008011425],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028420734,0.00024915874,0.0005327306,0.00012384211,0.00029985307,0.00010094431,0.00038712993,0.00040752237,0.0009172615],"category_scores_gemma":[0.00064538495,0.00021653483,0.00012242573,0.0005144922,0.00021563172,0.0002447574,0.00023091107,0.00048161938,0.00015261116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011031649,0.00025322623,0.015213395,0.00006403843,0.0009404633,0.00017983533,0.0011794243,0.000023149767,0.6843955,0.00086468144,0.2960962,0.00067977107],"study_design_scores_gemma":[0.009612379,0.0010160746,0.12438403,0.005579274,0.006702443,0.000950433,0.01595426,0.000077080236,0.7573719,0.0016592611,0.07287311,0.003819784],"about_ca_topic_score_codex":0.00089460495,"about_ca_topic_score_gemma":0.000051172225,"teacher_disagreement_score":0.2232231,"about_ca_system_score_codex":0.00006260708,"about_ca_system_score_gemma":0.00012313732,"threshold_uncertainty_score":0.999996},"labels":[],"label_agreement":null},{"id":"W3164675378","doi":"10.21203/rs.3.rs-369104/v1","title":"Medications and Supplements Prescription Patterns During COVID 19 Pandemic in Yemen: A Questionnaire-Based Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medical prescription; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Family medicine; Traditional medicine; Geography; Virology; Pharmacology; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease","score_opus":0.05798619231391853,"score_gpt":0.39599867804925987,"score_spread":0.3380124857353413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164675378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900761,0.006794968,0.00040185906,0.0006590856,0.00023499558,0.0015813609,0.00016418577,0.000061806706,0.000025616848],"genre_scores_gemma":[0.9965552,0.0014897204,0.000019193236,0.000035772402,0.000039188373,0.00026510496,0.0009552758,0.000020807414,0.00061975286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963543,0.001738856,0.00041707282,0.00074579014,0.00022007307,0.0005239481],"domain_scores_gemma":[0.9988592,0.00017143502,0.00010080592,0.0005962195,0.00018174651,0.000090590474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014931227,0.00020494887,0.00033313318,0.0004669314,0.0004200538,0.000071481525,0.0003092158,0.00041025435,0.0005798973],"category_scores_gemma":[0.0004317248,0.00019321915,0.000058903148,0.0002199887,0.00019855861,0.000054553508,0.00069944933,0.0014923689,0.000025573698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011496918,0.00074560085,0.98947924,0.0015238264,0.00015045934,0.00008592208,0.0029007776,0.000039152856,0.004542389,0.000018674105,0.00019657302,0.00020239467],"study_design_scores_gemma":[0.0025952414,0.00017843446,0.98510456,0.0018132401,0.000038394202,0.0000106467,0.0088445805,0.000022946377,0.0005766306,0.000074206255,0.0005150866,0.00022601585],"about_ca_topic_score_codex":0.0035267367,"about_ca_topic_score_gemma":0.010967869,"teacher_disagreement_score":0.0074411323,"about_ca_system_score_codex":0.00039808007,"about_ca_system_score_gemma":0.0007720607,"threshold_uncertainty_score":0.7879248},"labels":[],"label_agreement":null},{"id":"W3165780314","doi":"10.3138/jammi-2020-0036","title":"Clinical impact of accepting or rejecting a recommendation from a clinical decision support system–assisted antibiotic stewardship program","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"National Center for Emerging and Zoonotic Infectious Diseases; National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention; National Center for Immunization and Respiratory Diseases; Centers for Disease Control and Prevention","keywords":"Stewardship (theology); Antibiotic Stewardship; Clinical decision support system; Decision support system; Antimicrobial stewardship; Antibiotics; Business; Medicine; Political science; Computer science; Antibiotic resistance; Artificial intelligence; Chemistry","score_opus":0.01738126616020589,"score_gpt":0.3365871125983336,"score_spread":0.3192058464381277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165780314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952398,0.00065165473,0.00007969173,0.00080741406,0.0028523004,0.00014325476,0.00015023135,0.000009998215,0.00006567962],"genre_scores_gemma":[0.99891526,0.00043451827,0.000093336166,0.00023890185,0.00015485784,4.582486e-7,0.000059019825,0.0000088400875,0.00009479628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958889,0.0017737275,0.0017585036,0.00021324771,0.00013389149,0.00023174478],"domain_scores_gemma":[0.9937735,0.0027518212,0.0026025914,0.00017970517,0.00056220026,0.00013018821],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002937317,0.00014298044,0.0007842674,0.00005323566,0.00015497493,0.0000110625315,0.0002454466,0.0005474035,0.00034227126],"category_scores_gemma":[0.0105317505,0.00008546419,0.00045829665,0.00020931914,0.00020194383,0.0000586692,0.00013391848,0.0007425094,0.0000013643026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007715272,0.0005786808,0.93993765,0.000095561125,0.0016211532,0.00004427581,0.00003449993,0.0000026862451,0.003321801,0.000013261609,0.013136653,0.040442277],"study_design_scores_gemma":[0.004322429,0.0007353763,0.98759246,0.0011285559,0.0006113945,0.00033221615,0.000397274,0.000020620631,0.0009609395,0.00002188698,0.003735157,0.00014168616],"about_ca_topic_score_codex":0.008208829,"about_ca_topic_score_gemma":0.0409858,"teacher_disagreement_score":0.04765484,"about_ca_system_score_codex":0.00034783405,"about_ca_system_score_gemma":0.004638094,"threshold_uncertainty_score":0.9983956},"labels":[],"label_agreement":null},{"id":"W3166844536","doi":"10.1097/cce.0000000000000430","title":"Epidemiological and Clinical Characterization of Superinfections in Critically Ill Coronavirus Disease 2019 Patients","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Epidemiology; Critically ill; Coronavirus; Medicine; Disease; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Virology; Infectious disease (medical specialty); Pathology","score_opus":0.05417296177364609,"score_gpt":0.35840248955683207,"score_spread":0.30422952778318596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166844536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919555,0.0013691582,0.0035305524,0.0018257039,0.00058843184,0.00014052087,0.000356533,0.000028421413,0.0002051486],"genre_scores_gemma":[0.9976451,0.00044475924,0.00019188688,0.0005921174,0.000029116494,0.000010578847,0.0009902067,0.000007815395,0.00008844625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985862,0.000406656,0.00048206537,0.00029307217,0.000032964363,0.00019906757],"domain_scores_gemma":[0.998229,0.0006524344,0.000027650582,0.00017822009,0.000843917,0.00006876349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010689492,0.000103511666,0.00027436714,0.000042079966,0.00012392075,0.000011249835,0.000053508622,0.00018638714,0.00021966358],"category_scores_gemma":[0.0055732206,0.00009319153,0.00008369362,0.00012439763,0.0005739756,0.00014724003,0.000068313995,0.000220035,0.000054945685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011533641,0.0013661464,0.9072449,0.00014685105,0.000035270434,0.000033458957,0.0003163876,0.0000014519726,0.024610486,0.06088802,0.00013399686,0.0051076678],"study_design_scores_gemma":[0.00055207335,0.00014307845,0.99429387,0.000073943,0.000059301095,0.0000031237535,0.0005675194,0.000008454627,0.001139205,0.0006711001,0.0023600971,0.00012826256],"about_ca_topic_score_codex":0.00000770858,"about_ca_topic_score_gemma":0.000038702743,"teacher_disagreement_score":0.08704891,"about_ca_system_score_codex":0.000018687077,"about_ca_system_score_gemma":0.00009922806,"threshold_uncertainty_score":0.6672068},"labels":[],"label_agreement":null},{"id":"W3169646277","doi":"10.3138/jammi-2021-04-29","title":"Duration of antibiotic therapy for common infections","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Vancouver General Hospital; Children's Hospital of Eastern Ontario; University of British Columbia","funders":"","keywords":"Duration (music); Antibiotics; Medicine; Antibiotic therapy; Intensive care medicine; Microbiology; Biology; Art","score_opus":0.004154660069807148,"score_gpt":0.22137581618438942,"score_spread":0.2172211561145823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169646277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989555,0.004214485,0.00008940091,0.004396237,0.0014947478,0.00009703196,0.00009007895,0.0000025188024,0.000060527578],"genre_scores_gemma":[0.9980492,0.0010692056,0.0000048288503,0.0005439909,0.00004416229,4.7284368e-7,0.00001874804,0.0000040750497,0.00026533907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998985,0.00028863497,0.00046913468,0.00007577092,0.00006412903,0.00011731278],"domain_scores_gemma":[0.9982086,0.00046510083,0.00081719825,0.00009103142,0.00038023095,0.00003783173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047693614,0.000072125076,0.00029242903,0.00003573959,0.00012891328,0.0000031418292,0.000113118425,0.00020225915,0.00007136337],"category_scores_gemma":[0.0012520886,0.000048546844,0.00013585929,0.00010484945,0.00012911503,0.000030775635,0.000029218869,0.0002088267,2.4898037e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030443404,0.00071144645,0.65902245,0.00019551012,0.0014971974,0.000008019883,0.000110663765,0.000021915856,0.2872045,0.002208681,0.046475854,0.0022393172],"study_design_scores_gemma":[0.008493916,0.00069237995,0.61592937,0.0006487046,0.0005910272,0.00040876912,0.00028735335,0.000010930156,0.27870706,0.0010745493,0.092882,0.00027396265],"about_ca_topic_score_codex":0.00319614,"about_ca_topic_score_gemma":0.043436665,"teacher_disagreement_score":0.046406146,"about_ca_system_score_codex":0.00009823228,"about_ca_system_score_gemma":0.0014650368,"threshold_uncertainty_score":0.9740181},"labels":[],"label_agreement":null},{"id":"W3170263647","doi":"10.30699/fhi.v10i1.281","title":"Evaluation of the effect of informing patients through text messaging on antibiotic prescription by physicians in outpatient setting: a study protocol","year":2021,"lang":"en","type":"article","venue":"Frontiers in Health Informatics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Mashhad University of Medical Sciences","keywords":"Medical prescription; Medicine; Antibiotics; Randomized controlled trial; Family medicine; Randomization; Protocol (science); Outpatient clinic; Antibiotic resistance; Intervention (counseling); Alternative medicine; Pediatrics; Internal medicine; Nursing","score_opus":0.011800624979693709,"score_gpt":0.2982997334691752,"score_spread":0.2864991084894815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170263647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635096,0.000164576,0.00019359367,0.00004536142,0.00058038015,0.03471713,0.000018509734,0.000007890873,0.00076296885],"genre_scores_gemma":[0.99883384,0.0000091278225,0.00025376378,0.000106644606,0.0000029580997,0.00071865914,0.00002892761,0.000007726701,0.000038371578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733627,0.00083794235,0.0011990736,0.0001067422,0.00025480223,0.00026514343],"domain_scores_gemma":[0.9985728,0.00006823431,0.00091607764,0.0002876941,0.00014659972,0.000008573761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018216431,0.0001408617,0.0004034753,0.00009629224,0.00009111979,0.0000056213976,0.00015314376,0.00011038865,0.000003825408],"category_scores_gemma":[0.00034325442,0.000100624406,0.000051938925,0.0003487333,0.00007833936,0.00017710851,0.00006578927,0.00028699086,0.0000019008158],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023104377,0.0009998415,0.918781,0.0025138778,0.00008878041,1.8870023e-7,0.03205931,0.0014525916,0.00013805114,0.000016884742,0.0033191035,0.040399328],"study_design_scores_gemma":[0.04277688,0.0100189075,0.69612426,0.013661501,0.0002806213,0.0000027386177,0.06893547,0.010819096,0.1505112,0.00013717297,0.0060004527,0.0007316902],"about_ca_topic_score_codex":0.00008846575,"about_ca_topic_score_gemma":0.00003613355,"teacher_disagreement_score":0.22265674,"about_ca_system_score_codex":0.00024667496,"about_ca_system_score_gemma":0.00020861076,"threshold_uncertainty_score":0.4103344},"labels":[],"label_agreement":null},{"id":"W3171115011","doi":"10.1371/journal.pone.0252407","title":"Impact of a mobile decision support tool on antimicrobial stewardship indicators in St. John’s, Canada","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women in Science and Engineering Newfoundland and Labrador; St. John’s Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Antimicrobial stewardship; Medicine; Medical prescription; Antimicrobial; Antibiotic resistance; Incidence (geometry); Population; Defined daily dose; Emergency medicine; Retrospective cohort study; Antibiotics; Internal medicine; Environmental health; Biology; Pharmacology","score_opus":0.012519984599708076,"score_gpt":0.23162499760244512,"score_spread":0.21910501300273705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171115011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99847245,0.0004086101,0.000003949741,0.000038205257,0.00011311221,0.00017049591,0.00024797418,0.000011261883,0.00053393806],"genre_scores_gemma":[0.9983078,0.00016875296,0.00009854836,0.00010115309,0.000014912329,0.0000031184277,0.00013555084,0.000013461134,0.0011566727],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99894065,0.000089823065,0.00033573186,0.0002556741,0.000082479855,0.0002956281],"domain_scores_gemma":[0.9993664,0.00013839696,0.000112582835,0.00030003197,0.000058988255,0.000023607212],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011817721,0.000135129,0.00040020145,0.00015748625,0.000048354184,0.0000053718436,0.00015100963,0.00017934055,0.0012600172],"category_scores_gemma":[0.00011282874,0.00011347552,0.000080355254,0.00034696967,0.00007216085,0.00003209181,0.00005732457,0.0002515834,0.00005336547],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062824355,0.0042249113,0.23715623,0.00013277317,0.00081953267,0.00021073391,0.00026449017,0.00002311384,0.74079,0.0000679185,0.013530184,0.0021518718],"study_design_scores_gemma":[0.0017105268,0.0005277879,0.19638206,0.0005952501,0.00007653366,0.00001402227,0.00011141256,0.0000012670578,0.7994192,0.00001363158,0.000916502,0.00023180927],"about_ca_topic_score_codex":0.019781115,"about_ca_topic_score_gemma":0.070162214,"teacher_disagreement_score":0.058629207,"about_ca_system_score_codex":0.00014678448,"about_ca_system_score_gemma":0.0012340134,"threshold_uncertainty_score":0.999653},"labels":[],"label_agreement":null},{"id":"W3172745185","doi":"10.3855/jidc.13924","title":"Antibiotic prescription in primary care from the perspective of family physicians: a qualitative study","year":2021,"lang":"en","type":"article","venue":"The Journal of Infection in Developing Countries","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Workload; Medicine; Qualitative research; Public health; Health care; Feeling; Family medicine; Nursing; Psychology; Sociology; Social psychology; Political science","score_opus":0.017328126418891154,"score_gpt":0.2947915553223761,"score_spread":0.27746342890348497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172745185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846836,0.013308268,0.0005135084,0.0005512694,0.0005630819,0.00015419451,0.0000080934005,0.000004332706,0.00021368706],"genre_scores_gemma":[0.9962097,0.003447003,0.000045394667,0.00021336557,0.000033742526,5.800405e-7,0.00000413625,0.00000552006,0.00004058845],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982111,0.0010746125,0.00043299366,0.00009207353,0.000076902834,0.00011232091],"domain_scores_gemma":[0.99838424,0.0005682464,0.00036804247,0.00012212645,0.00055413414,0.0000032019852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007104985,0.0000931667,0.00027658892,0.0000829327,0.00011727973,0.000012093121,0.000113851645,0.000070724585,0.0000074760715],"category_scores_gemma":[0.00015663484,0.000055877732,0.0000503458,0.00033038648,0.00020267487,0.0001294024,0.0000412286,0.00032412744,0.000004524933],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007975578,0.00033663952,0.3047586,0.00011422797,0.0005695347,0.00002017265,0.6764233,0.00013802537,0.014201589,0.0019883232,0.00042994614,0.00022208938],"study_design_scores_gemma":[0.00082496955,0.00011403533,0.72986776,0.00078870443,0.000049829825,0.000012309393,0.25807074,2.9511617e-7,0.009493725,0.00043204645,0.00028268082,0.00006293899],"about_ca_topic_score_codex":0.0015613826,"about_ca_topic_score_gemma":0.002137339,"teacher_disagreement_score":0.42510915,"about_ca_system_score_codex":0.0002658736,"about_ca_system_score_gemma":0.0003663645,"threshold_uncertainty_score":0.23603538},"labels":[],"label_agreement":null},{"id":"W3174868730","doi":"10.4212/cjhp.v75i1.3250","title":"Patterns of Antimicrobial Use in an Outpatient Hemodialysis Unit","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial; Medicine; Medical prescription; Hemodialysis; Internal medicine; Observational study; Cephalosporin; Retrospective cohort study; Antibiotics; Defined daily dose; Intensive care medicine; Surgery; Emergency medicine; Pharmacology; Microbiology","score_opus":0.021946556582522165,"score_gpt":0.24885929791630357,"score_spread":0.2269127413337814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174868730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99728364,0.00056096684,0.000007227794,0.0008052714,0.0010562845,0.0001029025,0.0001510949,0.0000019837257,0.00003065633],"genre_scores_gemma":[0.9993959,0.000029306193,0.000008776373,0.00027652085,0.000032313525,6.756159e-7,0.000019258587,0.0000105797035,0.00022664209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895203,0.0002934094,0.00036508555,0.00008952271,0.000049989063,0.0002499783],"domain_scores_gemma":[0.9993579,0.00004640848,0.00027840358,0.00015478733,0.00009477684,0.00006774365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003249712,0.000093961586,0.0002180252,0.00021992036,0.00026073417,0.000017692008,0.00044717142,0.00002944808,0.0006752099],"category_scores_gemma":[0.000026191272,0.000071512484,0.000108475084,0.00016430872,0.00011465932,0.00015065193,0.000037652488,0.00049829134,0.0000067964015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029968948,0.00038929287,0.9621954,0.000019129395,0.0002861156,0.0003055527,0.007182964,0.00086231466,0.023394428,0.00019443482,0.0035387431,0.0013319581],"study_design_scores_gemma":[0.017521994,0.005032424,0.67241466,0.0003448919,0.00085736177,0.00078822265,0.013242327,0.00006280558,0.17078176,0.00027264134,0.11724156,0.0014393213],"about_ca_topic_score_codex":0.029908212,"about_ca_topic_score_gemma":0.051488105,"teacher_disagreement_score":0.28978068,"about_ca_system_score_codex":0.00009382086,"about_ca_system_score_gemma":0.00049561023,"threshold_uncertainty_score":0.9765517},"labels":[],"label_agreement":null},{"id":"W3175638899","doi":"10.1371/journal.pmed.1003682","title":"Sales of antibiotics and hydroxychloroquine in India during the COVID-19 epidemic: An interrupted time series analysis","year":2021,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; McGill University","funders":"School of Medicine, University of California, San Francisco; School of Public Health, Imperial College London; University of California, San Francisco; Imperial College London","keywords":"Azithromycin; Medicine; Hydroxychloroquine; Antibiotics; Coronavirus disease 2019 (COVID-19); Interrupted time series; Interrupted Time Series Analysis; Pediatrics; Internal medicine; Disease; Infectious disease (medical specialty); Psychological intervention; Biology","score_opus":0.017281051206406512,"score_gpt":0.27118730615117753,"score_spread":0.25390625494477104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175638899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99074703,0.0060442886,0.000054427215,0.0027656667,0.00006768704,0.00009184635,0.000022244123,0.000024349743,0.00018247034],"genre_scores_gemma":[0.9970304,0.0009385316,0.00006473282,0.00044673827,0.000030029705,1.7067467e-7,0.00015104566,0.000008803226,0.0013295751],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99885786,0.00025614264,0.0003904322,0.00024974026,0.000046442787,0.0001993829],"domain_scores_gemma":[0.9991851,0.00026775745,0.0001435164,0.0003122286,0.00004964502,0.000041739386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003243921,0.0001299747,0.00053272274,0.00018566789,0.00009828471,0.0000031655281,0.00014269029,0.00013701455,0.00047541782],"category_scores_gemma":[0.00063450733,0.000081355254,0.00004422204,0.00056080543,0.00074396434,0.000056946014,0.00008037338,0.00020671735,0.000013919985],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014629679,0.00011439482,0.26399347,0.00016824406,0.0008197446,0.0000671891,0.0025177775,0.000009097133,0.73190004,0.00012994104,0.00009383359,0.0000399543],"study_design_scores_gemma":[0.0026414976,0.0003347664,0.6417615,0.00035859784,0.0011979141,0.00021480626,0.0046553286,0.000086553315,0.34701136,0.00017347523,0.0013054853,0.00025873788],"about_ca_topic_score_codex":0.00010331327,"about_ca_topic_score_gemma":0.00041896736,"teacher_disagreement_score":0.3848887,"about_ca_system_score_codex":0.000023047629,"about_ca_system_score_gemma":0.000047511094,"threshold_uncertainty_score":0.5205492},"labels":[],"label_agreement":null},{"id":"W3175748422","doi":"10.1097/inf.0000000000003170","title":"Establishing Benchmarks for Antimicrobial Use in Canadian Children’s Hospitals","year":2021,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Antimicrobial; Antibiotics; Pneumonia; Pediatrics; Penicillin; Antimicrobial stewardship; Intensive care medicine; Emergency medicine; Internal medicine; Antibiotic resistance","score_opus":0.004920826406925534,"score_gpt":0.20728408857522784,"score_spread":0.2023632621683023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175748422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930276,0.0039337375,0.00008908929,0.00071077776,0.001633991,0.00024104842,0.00016017567,0.000016635982,0.00018688962],"genre_scores_gemma":[0.9967678,0.0015126528,0.000027620485,0.0005250333,0.0006207927,0.0000044869826,0.00009650002,0.000018709825,0.00042641367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985761,0.00019874609,0.0003145592,0.00021479688,0.00004131836,0.00065449066],"domain_scores_gemma":[0.9990544,0.00028368164,0.00014260082,0.00021270264,0.00015147265,0.00015515025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040807913,0.0001618307,0.00020365827,0.00021813725,0.0007271783,0.00019304125,0.00019985012,0.00014856875,0.00031821366],"category_scores_gemma":[0.00082848326,0.00012171359,0.00018788646,0.00029518575,0.0000677762,0.00024765354,0.000042535183,0.0005357529,0.000033150387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004888962,0.000099597615,0.97574294,0.00001762474,0.00007951157,0.000085224754,0.00012457451,0.00010441632,0.00024378113,0.0001578139,0.023112545,0.00018310046],"study_design_scores_gemma":[0.0017677543,0.00004675316,0.99304765,0.000040414485,0.00032257935,0.00092472153,0.000070110975,0.0000065771937,0.00023770281,0.00048264506,0.0027589418,0.0002941509],"about_ca_topic_score_codex":0.017530376,"about_ca_topic_score_gemma":0.06144047,"teacher_disagreement_score":0.043910094,"about_ca_system_score_codex":0.00016650152,"about_ca_system_score_gemma":0.0013643372,"threshold_uncertainty_score":0.989012},"labels":[],"label_agreement":null},{"id":"W3179337467","doi":"10.1038/s41598-021-94308-z","title":"Assessment of quarter billion primary care prescriptions from a nationwide antimicrobial stewardship program","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Türkiye Bilimler Akademisi","keywords":"Antimicrobial stewardship; Quarter (Canadian coin); Primary care; Medical prescription; Stewardship (theology); Medicine; Family medicine; Geography; Political science; Nursing; Biology; Antibiotic resistance; Antibiotics; Microbiology","score_opus":0.01079379893678073,"score_gpt":0.2580571254536352,"score_spread":0.24726332651685445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179337467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98415846,0.0019991626,0.0003576164,0.00010391104,0.008514249,0.00036796634,0.000059686852,0.00008128034,0.004357696],"genre_scores_gemma":[0.9908881,0.00001699366,0.0024832487,0.00003003988,0.00003110908,0.000010310615,0.0021035678,0.000009769321,0.0044268714],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842215,0.00013075552,0.0004943771,0.00060347473,0.00011439258,0.00023484563],"domain_scores_gemma":[0.9985484,0.000031713098,0.00028621592,0.0006693558,0.00044120022,0.00002312673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027169363,0.000121227065,0.00024686026,0.00010198813,0.00028530014,0.00008152255,0.000104741346,0.00015695544,0.00024297381],"category_scores_gemma":[0.00003818689,0.00010340153,0.0001412562,0.0003180918,0.00034175278,0.00011245227,0.000077904624,0.00015092915,0.000024369427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007754094,0.00040301224,0.025830992,0.000117925214,0.000098986675,0.00012149095,0.0005979192,0.000007968248,0.95876575,0.00007670484,0.0118224295,0.0021490918],"study_design_scores_gemma":[0.0005753752,0.00008557572,0.20708607,0.00041206495,0.00014097907,0.00017534198,0.001716972,0.0000048300612,0.7143143,0.0004986942,0.0747035,0.00028630983],"about_ca_topic_score_codex":0.00007043031,"about_ca_topic_score_gemma":0.00016508777,"teacher_disagreement_score":0.24445145,"about_ca_system_score_codex":0.00005063224,"about_ca_system_score_gemma":0.0005697625,"threshold_uncertainty_score":0.4216592},"labels":[],"label_agreement":null},{"id":"W3181684285","doi":"10.1080/14787210.2021.1951705","title":"Antimicrobial resistance in low- and middle-income countries: current status and future directions","year":2021,"lang":"en","type":"article","venue":"Expert Review of Anti-infective Therapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":364,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Pandemic; Low and middle income countries; Development economics; Politics; Psychological intervention; Coronavirus disease 2019 (COVID-19); Political science; Resistance (ecology); Global health; Developing country; Economic growth; Business; Environmental health; Medicine; Health care; Economics","score_opus":0.009199652737129351,"score_gpt":0.28212055787719614,"score_spread":0.2729209051400668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181684285","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35407102,0.6443527,0.000012915234,0.0005626111,0.000525828,0.00023295709,0.000030587296,0.000016796796,0.00019462846],"genre_scores_gemma":[0.1728983,0.8263952,0.00007782934,0.00042604716,0.00006618761,0.000007706783,0.00002149597,0.000013739596,0.00009345949],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985554,0.00030405167,0.00039807524,0.00039324287,0.000044108187,0.00030507398],"domain_scores_gemma":[0.9992508,0.000121310026,0.00017005605,0.0002556074,0.00017250866,0.000029682795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002096222,0.00022862379,0.00066076,0.00007813751,0.00014326247,0.000013598394,0.00007388126,0.0001287145,0.00017341478],"category_scores_gemma":[0.000039430844,0.00018149496,0.00009629612,0.00029272886,0.00036736365,0.00010508712,0.00004659618,0.00024115341,0.000010280317],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016785634,0.0050439816,0.39526004,0.08642752,0.0029229491,0.00022998895,0.028599106,4.004503e-7,0.33360666,0.022736672,0.00930643,0.114187695],"study_design_scores_gemma":[0.002180735,0.000090448724,0.14831328,0.028896164,0.000028548184,0.00003785905,0.00022381356,1.2341599e-7,0.050422013,0.000077921424,0.769328,0.00040112154],"about_ca_topic_score_codex":0.000046499306,"about_ca_topic_score_gemma":0.00012042942,"teacher_disagreement_score":0.76002157,"about_ca_system_score_codex":0.000038215196,"about_ca_system_score_gemma":0.00012541549,"threshold_uncertainty_score":0.740115},"labels":[],"label_agreement":null},{"id":"W3181713473","doi":"10.3138/jammi-2021-05-28","title":"Sleeping with the enemy: Will the COVID-19 pandemic turn the tide of antimicrobial-resistant infections?","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta; Royal Inland Hospital","funders":"","keywords":"Pandemic; Antimicrobial; Coronavirus disease 2019 (COVID-19); Epidemiology; Antibiotic resistance; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Microbiology; Virology; Biology; Medicine; Antibiotics; Infectious disease (medical specialty); Outbreak; Internal medicine; Disease","score_opus":0.0055168437191689245,"score_gpt":0.21886637875292878,"score_spread":0.21334953503375986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181713473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92951167,0.005984601,0.0001403532,0.063060746,0.00097407505,0.00014966044,0.000109353714,0.00000561602,0.00006391891],"genre_scores_gemma":[0.9909354,0.0012188139,0.0000014269292,0.0073609627,0.000075575605,0.0000014768996,0.000008729637,0.0000070395595,0.00039060766],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781775,0.0011855252,0.0005046539,0.00012784696,0.00013807694,0.00022612864],"domain_scores_gemma":[0.9965171,0.0017012423,0.0011415719,0.00023936672,0.0003280789,0.00007260706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014646745,0.00013446352,0.00034205482,0.000032407228,0.00061946193,0.000011513424,0.00039860298,0.00020796248,0.000115213894],"category_scores_gemma":[0.0024395457,0.000054436056,0.00016787244,0.00024031075,0.0007047728,0.00004190567,0.000114730276,0.00069801323,5.1921813e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006072636,0.00037046007,0.6184463,0.00022253451,0.003711967,0.000046097783,0.00073516427,0.00032777461,0.1654771,0.0018014053,0.20770188,0.0005520853],"study_design_scores_gemma":[0.0065376037,0.00037352965,0.23496078,0.0007334317,0.0022061989,0.0034437422,0.0016751438,0.000007773831,0.017699959,0.00051980146,0.7313912,0.00045081123],"about_ca_topic_score_codex":0.0126229655,"about_ca_topic_score_gemma":0.18328294,"teacher_disagreement_score":0.5236893,"about_ca_system_score_codex":0.00026537263,"about_ca_system_score_gemma":0.0034854673,"threshold_uncertainty_score":0.99395204},"labels":[],"label_agreement":null},{"id":"W3181988690","doi":"10.1093/jac/dkab205","title":"Measuring the impacts of the <i>Using Antibiotics Wisely</i> campaign on Canadian community utilization of oral antibiotics for respiratory tract infections: a time-series analysis from 2015 to 2019","year":2021,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Ministry of Health, Ontario","keywords":"Medical prescription; Antibiotics; Medicine; Respiratory tract infections; Population; Cephalosporin; Pediatrics; Internal medicine; Environmental health; Pharmacology; Respiratory system","score_opus":0.03508287645835394,"score_gpt":0.2807586981176695,"score_spread":0.24567582165931556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181988690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965469,0.0006616653,0.0008651953,0.00096720963,0.0004276995,0.00021756711,0.0002798699,0.000004908609,0.000028956403],"genre_scores_gemma":[0.99790466,0.0002876101,0.00063838455,0.0010074972,0.000046159188,2.0117074e-8,0.000019814763,0.000022333355,0.000073509946],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984312,0.000477901,0.0006337525,0.00012355314,0.00008567167,0.00024791498],"domain_scores_gemma":[0.9979218,0.00022028547,0.0007183428,0.00042973802,0.00066262664,0.00004716574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007466065,0.00017873284,0.00056983624,0.00023474985,0.00039102457,0.000027680826,0.00036272535,0.00021678979,0.000045033525],"category_scores_gemma":[0.00022289818,0.00011684158,0.00041375848,0.00074900745,0.00023751601,0.00010142098,0.000031682106,0.000393969,0.0000025060408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000363834,0.00047621276,0.023312,0.000031600717,0.0012892691,0.0000017386973,0.00090439763,0.0012585862,0.96849704,0.000025855437,0.0037310992,0.00010834272],"study_design_scores_gemma":[0.0010259182,0.00032044773,0.030987676,0.00036346784,0.00054983294,0.000025090025,0.0004022517,0.00001586753,0.9628575,0.000022924767,0.0032951306,0.00013389613],"about_ca_topic_score_codex":0.005136752,"about_ca_topic_score_gemma":0.0155954175,"teacher_disagreement_score":0.010458665,"about_ca_system_score_codex":0.000097809796,"about_ca_system_score_gemma":0.00073987583,"threshold_uncertainty_score":0.8702609},"labels":[],"label_agreement":null},{"id":"W3184194312","doi":"10.1136/bmjopen-2020-046097","title":"Consideration of antimicrobial resistance and contextual factors in infectious disease guidelines: a systematic survey","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane; Impact; Institute of Health Services and Policy Research; McMaster University; University of Toronto","funders":"National Institute for Health and Care Research; McMaster University; World Health Organization","keywords":"Medicine; Antibiotic resistance; Infectious disease (medical specialty); Epidemiology; Antimicrobial; Disease; Family medicine; Intensive care medicine; Environmental health; Internal medicine; Antibiotics; Microbiology","score_opus":0.16493302289912604,"score_gpt":0.4244349012981591,"score_spread":0.25950187839903305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184194312","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008831018,0.9911993,0.000025343921,0.000018268805,0.00034866203,0.006956212,0.0004079701,0.000010521761,0.00015058722],"genre_scores_gemma":[0.0063046743,0.98946416,0.000026753793,0.000051485804,0.000015116252,0.0001346791,0.0009486191,0.000031364234,0.0030231432],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.995835,0.0019926494,0.0014870967,0.00043613263,0.00004440197,0.00020474194],"domain_scores_gemma":[0.99753934,0.00085041,0.00087664946,0.0004808159,0.0002242619,0.000028522812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013075458,0.00032347004,0.0028762168,0.00013032998,0.00008705845,0.00006793783,0.00029596357,0.00035648677,0.0000539219],"category_scores_gemma":[0.0027226561,0.00023797448,0.00016998408,0.00022231594,0.00017773332,0.000088475055,0.00028685873,0.00022765045,0.000021718402],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032349772,0.00041656097,0.0058249314,0.95933527,0.0017997744,0.00020465365,0.00054187415,0.0000015411662,0.00007628234,0.0014827441,0.026819179,0.003173723],"study_design_scores_gemma":[0.0021639285,0.000058321613,0.0016431818,0.92394257,0.0013677091,0.00010942014,0.00035025284,5.754199e-7,0.0000555992,0.000021753049,0.06923641,0.0010502584],"about_ca_topic_score_codex":0.0006337635,"about_ca_topic_score_gemma":0.00634298,"teacher_disagreement_score":0.042417236,"about_ca_system_score_codex":0.000046298093,"about_ca_system_score_gemma":0.0009437684,"threshold_uncertainty_score":0.9704318},"labels":[],"label_agreement":null},{"id":"W3184431097","doi":"10.1017/ash.2021.175","title":"Physician experiences implementing antimicrobial stewardship rounds in pediatric hospital medicine: An exploratory, qualitative study","year":2021,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Nursing; Qualitative research; Medicine; Referral; Family medicine; Medical education; Exploratory research; Grounded theory; Pharmacist; Psychology; Pharmacy; Antibiotic resistance; Political science; Sociology","score_opus":0.06047839901805906,"score_gpt":0.3840615818881671,"score_spread":0.323583182870108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184431097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807066,0.0051872474,0.00014961029,0.008181562,0.0040912004,0.0011577591,0.000102637576,0.00021175799,0.00021165486],"genre_scores_gemma":[0.99176884,0.00095561775,0.00028826552,0.0049747587,0.0009722105,0.000091820984,0.0006159904,0.00009858399,0.00023390913],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97967994,0.012582289,0.0027480558,0.0022033062,0.00017250793,0.0026139233],"domain_scores_gemma":[0.995047,0.0019231155,0.0011454999,0.0011003502,0.0005478355,0.00023623701],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006585809,0.0009190337,0.002540883,0.00048379606,0.0009882927,0.000040477906,0.0009523021,0.00088986417,0.0002680001],"category_scores_gemma":[0.0014033534,0.00084564515,0.00033292198,0.0012953632,0.0009918673,0.00057071727,0.00049768196,0.0015195027,0.00018684463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006817558,0.0061219768,0.3931259,0.00085217983,0.00050150685,0.0005573098,0.55494213,0.000014453928,0.0201455,0.0027259816,0.01800102,0.002330291],"study_design_scores_gemma":[0.006973657,0.0055228807,0.05970464,0.00054851605,0.00027684946,0.0001272936,0.91063637,0.0000050395074,0.0101440875,0.00081844,0.003211259,0.0020309908],"about_ca_topic_score_codex":0.004273082,"about_ca_topic_score_gemma":0.010729751,"teacher_disagreement_score":0.35569423,"about_ca_system_score_codex":0.00028001243,"about_ca_system_score_gemma":0.000904083,"threshold_uncertainty_score":0.9993994},"labels":[],"label_agreement":null},{"id":"W3185947844","doi":"10.1093/jacamr/dlab098","title":"Metrics for evaluating antibiotic use and prescribing in outpatient settings","year":2021,"lang":"en","type":"review","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario; Hotel Dieu Shaver Health and Rehabilitation Centre; Toronto East General Hospital","funders":"","keywords":"Antimicrobial stewardship; Context (archaeology); Medicine; Medical prescription; Psychological intervention; Metric (unit); Intensive care medicine; Antibiotics; Antibiotic resistance; Nursing; Business; Geography","score_opus":0.07989768125036495,"score_gpt":0.33684046243513105,"score_spread":0.2569427811847661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185947844","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023650515,0.99369115,0.00024487948,0.000057449102,0.00094647595,0.0020425415,0.00049383944,0.00006575153,0.000092882365],"genre_scores_gemma":[0.00073836546,0.9851151,0.00546461,0.00015718168,0.00007001011,0.00003074745,0.00064653216,0.00013527714,0.0076421667],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951943,0.00073331135,0.001515434,0.0014400322,0.000115775365,0.0010011268],"domain_scores_gemma":[0.9959728,0.001980075,0.000984844,0.00072719983,0.0002789683,0.000056071454],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001039847,0.0007924682,0.0028979152,0.0005338852,0.00036961064,0.00020882687,0.00045812395,0.0011551462,0.000025767937],"category_scores_gemma":[0.002874471,0.00071579334,0.0006117156,0.0009120532,0.0002977101,0.00022338878,0.00028446596,0.0009740347,0.000036136855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000575993,0.0013203113,0.001052416,0.19193307,0.0027101506,0.00025937715,0.0011731623,0.0000099637155,0.010318796,0.0026297946,0.092992775,0.6950242],"study_design_scores_gemma":[0.0010706105,0.000092206625,0.00007292112,0.058256455,0.0010217895,0.00004835404,0.00006156988,0.0000034982581,0.0008001031,0.000007621833,0.9377548,0.00081008865],"about_ca_topic_score_codex":0.00006357943,"about_ca_topic_score_gemma":0.00017637535,"teacher_disagreement_score":0.844762,"about_ca_system_score_codex":0.0002573083,"about_ca_system_score_gemma":0.0005146789,"threshold_uncertainty_score":0.9995293},"labels":[],"label_agreement":null},{"id":"W3186250325","doi":"10.29130/dubited.891524","title":"Bibliometric Analysis of The Last 40 Years of Chest Journal","year":2021,"lang":"en","type":"article","venue":"Düzce Üniversitesi Bilim ve Teknoloji Dergisi","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical physics; Intensive care medicine","score_opus":0.009927943281877702,"score_gpt":0.21984323181074084,"score_spread":0.20991528852886313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186250325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907486,0.0071745613,0.00013970265,0.00017666142,0.0003722025,0.0000587919,0.000052611707,0.0000151490285,0.0012617618],"genre_scores_gemma":[0.99601173,0.0010934044,0.00017533607,0.000060598042,0.000014290679,1.5035937e-7,0.000020916335,0.000009386132,0.0026141552],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99878,0.00021701147,0.0003543802,0.00025327242,0.00011776158,0.0002775896],"domain_scores_gemma":[0.998383,0.00033766584,0.00038855957,0.0004941941,0.00036774323,0.000028865767],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.00023852497,0.00013276658,0.0004652942,0.01267863,0.000154863,0.000012899952,0.00048039173,0.00022772438,0.0008225059],"category_scores_gemma":[0.00030704084,0.0001049056,0.0005034817,0.06736529,0.00041174868,0.000093135706,0.00021217996,0.0003118559,0.000059016016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019697643,0.0006992226,0.40861407,0.00010859424,0.0081724925,0.00014142654,0.0012988789,0.00025477153,0.5622329,0.0006241853,0.007564679,0.0100917835],"study_design_scores_gemma":[0.00069617777,0.00007245359,0.8556468,0.000056686178,0.0014501308,0.000055831875,0.0018509617,0.000008355376,0.12771481,0.000030448653,0.0122812735,0.00013604702],"about_ca_topic_score_codex":0.00004019787,"about_ca_topic_score_gemma":0.00010126179,"teacher_disagreement_score":0.44703272,"about_ca_system_score_codex":0.000044266915,"about_ca_system_score_gemma":0.0001881595,"threshold_uncertainty_score":0.9985118},"labels":[],"label_agreement":null},{"id":"W3186565642","doi":"10.2147/dhps.s311926","title":"Rational Drug Use Evaluation Based on World Health Organization Core Drug Use Indicators in Ethiopia: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Drug Healthcare and Patient Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Drug; Alternative medicine; Intensive care medicine; Management science; Pharmacology; Pathology","score_opus":0.052934232086903246,"score_gpt":0.33587940891784834,"score_spread":0.2829451768309451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186565642","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016229447,0.9899888,0.000016852131,0.0025587336,0.00071301,0.006039069,0.00045678462,0.000048051417,0.000016408088],"genre_scores_gemma":[0.0015491424,0.97994816,0.000050184466,0.005604442,0.00002640105,0.00013361737,0.011769613,0.000064610584,0.00085382006],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99042296,0.005616708,0.0022836959,0.0008664452,0.00031898066,0.00049119926],"domain_scores_gemma":[0.9953477,0.0016724668,0.0017521597,0.0007064924,0.00039927097,0.000121905876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020665117,0.00059466687,0.0029247634,0.0007832013,0.00047489145,0.00004476738,0.00020040174,0.00040225073,0.00015755615],"category_scores_gemma":[0.0010641926,0.00046366086,0.00025009463,0.001997193,0.00009814204,0.00015736096,0.00007826603,0.001210721,0.00007388189],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036638143,0.00030787152,0.0010705441,0.9363209,0.00020912553,0.000014911556,0.0017717276,0.000009064792,9.0299764e-8,0.0018304022,0.0112696625,0.047159053],"study_design_scores_gemma":[0.0006003191,0.00006469036,0.00023784523,0.7787424,0.0006750015,0.00001923179,0.00021015694,0.000011390143,0.0000013820024,0.0000066860853,0.21892647,0.00050446205],"about_ca_topic_score_codex":0.0006100598,"about_ca_topic_score_gemma":0.0023625577,"teacher_disagreement_score":0.2076568,"about_ca_system_score_codex":0.00073355064,"about_ca_system_score_gemma":0.002608644,"threshold_uncertainty_score":0.9997815},"labels":[],"label_agreement":null},{"id":"W3186890131","doi":"10.1016/s1473-3099(20)30854-9","title":"Comparison of antibiotics included in national essential medicines lists of 138 countries using the WHO Access, Watch, Reserve (AWaRe) classification: a cross-sectional study","year":2021,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; St. Michael's Hospital","funders":"National Institute for Health and Care Research; World Health Organization","keywords":"Essential medicines; Antibiotics; Medicine; Listing (finance); Database; Cross-sectional study; Computer science; Business; Public health; Finance; Biology","score_opus":0.07987961663412044,"score_gpt":0.4161456888057415,"score_spread":0.3362660721716211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186890131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958877,0.0023364173,0.00008402745,0.0004664192,0.00048704405,0.0002562321,0.00016315407,0.00002735172,0.0002916413],"genre_scores_gemma":[0.99926037,0.00023309911,0.0000025705408,0.00010419032,0.00019066768,0.000001589194,0.00008386189,0.00000909216,0.000114573435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984776,0.00039896843,0.00053501886,0.00021344423,0.00018392105,0.0001910692],"domain_scores_gemma":[0.99824214,0.0005215978,0.00036254938,0.00031771275,0.0005436944,0.000012287333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004016876,0.00012950732,0.00044582324,0.000054472737,0.00032914212,0.000043981167,0.00035487022,0.000102106125,0.0001276695],"category_scores_gemma":[0.00032836644,0.00007987778,0.000080150996,0.00037207291,0.0008033678,0.000109304674,0.00018497648,0.00021675271,0.000003832669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025499542,0.00068766903,0.99001783,0.0001280007,0.00024106134,0.000003280756,0.00063726614,0.000409243,0.0053369007,0.001201009,0.0010714155,0.000011328368],"study_design_scores_gemma":[0.0013699271,0.00006620019,0.9837934,0.00010412158,0.00009073751,0.000014162685,0.00082661485,0.00017355954,0.012751992,0.0004161581,0.0003035919,0.000089541376],"about_ca_topic_score_codex":0.00046803706,"about_ca_topic_score_gemma":0.0015215331,"teacher_disagreement_score":0.0074150916,"about_ca_system_score_codex":0.000050989704,"about_ca_system_score_gemma":0.0003026172,"threshold_uncertainty_score":0.32573214},"labels":[],"label_agreement":null},{"id":"W3187062000","doi":"10.1093/jac/dkab180","title":"Analysing the trend over time of antibiotic consumption in the community: a tutorial on the detection of common change-points","year":2021,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universiteit Antwerpen; Fonds Wetenschappelijk Onderzoek; European Centre for Disease Prevention and Control; GlaxoSmithKline; Vlaamse regering; Pfizer","keywords":"Consumption (sociology); Quarter (Canadian coin); Index (typography); Set (abstract data type); Data set; Computer science; Econometrics; Operations research; Statistics; Geography; Mathematics; Artificial intelligence; Social science; Sociology","score_opus":0.02631497986883574,"score_gpt":0.265613589811933,"score_spread":0.23929860994309726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187062000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99658215,0.00063084415,0.000026567017,0.0021235195,0.00042402768,0.00012351168,0.000012062789,0.0000028118577,0.00007447997],"genre_scores_gemma":[0.9979547,0.00078081695,0.000011944621,0.0010758484,0.00011258979,1.6602824e-7,0.0000059720687,0.000010004813,0.000047954043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980236,0.0011547676,0.0005112218,0.000078209734,0.00008261492,0.00014953915],"domain_scores_gemma":[0.9983574,0.0005693363,0.0006659724,0.0003179474,0.00008256322,0.0000067605815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201525,0.00012617103,0.0003885271,0.0001021789,0.00019976111,0.0000182607,0.0003465673,0.0001459886,0.00009686358],"category_scores_gemma":[0.00005248402,0.000062452935,0.00023040049,0.00028837632,0.0003425941,0.00006283187,0.000025473126,0.00065620383,0.0000062827794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006597693,0.00048028512,0.001877181,0.000031237865,0.00027127098,0.000005668852,0.0034640518,0.000004421473,0.9908462,0.000049584818,0.0007170133,0.0015932866],"study_design_scores_gemma":[0.0018070498,0.00026368926,0.03126221,0.00042036912,0.00010845482,0.0001622856,0.0006555796,0.000009079974,0.9639742,0.000052807383,0.0012036179,0.00008067287],"about_ca_topic_score_codex":0.00009506949,"about_ca_topic_score_gemma":0.00022137947,"teacher_disagreement_score":0.029385028,"about_ca_system_score_codex":0.000027800595,"about_ca_system_score_gemma":0.000037817725,"threshold_uncertainty_score":0.28509158},"labels":[],"label_agreement":null},{"id":"W3189488529","doi":"10.1186/s12879-021-06467-z","title":"Regional variation in the potentially inappropriate first-line use of fluoroquinolones in Canada as a key to antibiotic stewardship? A drug utilization review study","year":2021,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Saskatchewan; University of British Columbia; Dalhousie University; University of Calgary; Institute for Clinical Evaluative Sciences; Saskatchewan Health Quality Council; Jewish General Hospital; Sunnybrook Health Science Centre; University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"Canadian Institutes of Health Research; Ministry of Health, British Columbia","keywords":"Medicine; Levofloxacin; Ciprofloxacin; Antimicrobial stewardship; Intensive care medicine; Antibiotics; Moxifloxacin; Exacerbation; Nitrofurantoin; Cefepime; Internal medicine; Emergency medicine; Imipenem; Antibiotic resistance","score_opus":0.02839436735258987,"score_gpt":0.25570543365365644,"score_spread":0.22731106630106657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189488529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869102,0.011347479,0.00014771138,0.00043058748,0.00023182482,0.0008521466,0.000034801054,0.000016266504,0.000028977758],"genre_scores_gemma":[0.9965618,0.0025348708,0.000014884508,0.00063999335,0.0000147125065,0.00001520832,0.00008443278,0.000010025938,0.00012403251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983055,0.00067553396,0.00042240095,0.00029070495,0.00010159048,0.00020424055],"domain_scores_gemma":[0.9991386,0.0002248346,0.00015206159,0.0003131382,0.00015069568,0.000020673448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019629372,0.00014460615,0.00032347714,0.00009480201,0.000091714806,0.0000158565,0.00013277272,0.00005265996,0.000069348076],"category_scores_gemma":[0.00060106756,0.00011177492,0.00006195455,0.00058694225,0.000036750418,0.00008463759,0.0000581568,0.000115649076,0.000015061903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002876065,0.0024833845,0.9888692,0.0012953565,0.00014624475,0.000122437,0.0015067775,0.0010434546,0.001077886,0.00045560638,0.001715095,0.0009969466],"study_design_scores_gemma":[0.0011379013,0.00013824628,0.99528724,0.0011953419,0.00015218565,0.000030510902,0.0006410493,0.00000977498,0.00032611482,0.00007244909,0.0008528165,0.00015638361],"about_ca_topic_score_codex":0.35288486,"about_ca_topic_score_gemma":0.91721815,"teacher_disagreement_score":0.56433326,"about_ca_system_score_codex":0.00012194731,"about_ca_system_score_gemma":0.0011638581,"threshold_uncertainty_score":0.65142435},"labels":[],"label_agreement":null},{"id":"W3189988486","doi":"10.2471/blt.20.270934","title":"Progress towards antibiotic use targets in eight high-income countries","year":2021,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Imperial College London; National Institute for Health and Care Research; World Health Organization","keywords":"Per capita; Antibiotics; Medicine; Consumption (sociology); Business; Environmental health; Population; Biology","score_opus":0.006258178793764222,"score_gpt":0.23242604785160634,"score_spread":0.2261678690578421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189988486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73584855,0.030561455,0.00064183865,0.22668171,0.0042027216,0.0012493236,0.00013601243,0.00015850138,0.000519913],"genre_scores_gemma":[0.9852089,0.0005776843,0.00043244468,0.0013562038,0.000024173212,6.0408325e-7,0.00007621255,0.000022422568,0.012301354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987282,0.00030714387,0.00040380377,0.0002220908,0.00006166514,0.00027710595],"domain_scores_gemma":[0.99912685,0.00008066757,0.00025838698,0.00030321104,0.00021280491,0.000018076666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021829223,0.00012074269,0.00029270854,0.0000776204,0.0002114159,0.0000146901775,0.00018420827,0.00010690242,0.0012307944],"category_scores_gemma":[0.00016432273,0.00009010196,0.000031858803,0.00062997936,0.00023738122,0.000024261486,0.00012211378,0.00018176415,0.00015859367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017070062,0.0006730389,0.8438048,0.0017594949,0.00017969123,0.000028944722,0.0013091542,0.000078375306,0.0044788322,0.030809307,0.115034126,0.0016735751],"study_design_scores_gemma":[0.00082681584,0.000036196965,0.6744779,0.00074141106,0.000018413699,0.000017115282,0.00008752053,8.00606e-7,0.14416108,0.000052150965,0.17943557,0.0001450488],"about_ca_topic_score_codex":0.0003871141,"about_ca_topic_score_gemma":0.00078230945,"teacher_disagreement_score":0.24936037,"about_ca_system_score_codex":0.000102470614,"about_ca_system_score_gemma":0.00031402678,"threshold_uncertainty_score":0.9996822},"labels":[],"label_agreement":null},{"id":"W3191004595","doi":"10.2196/29954","title":"Implementation of the World Health Organization Global Antimicrobial Resistance Surveillance System in Uganda, 2015-2020: Mixed-Methods Study Using National Surveillance Data","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Action plan; Public health; Public health surveillance; Quality assurance; Data collection; Environmental health; Medicine; External quality assessment; Nursing","score_opus":0.03020699374511129,"score_gpt":0.3796839727386197,"score_spread":0.34947697899350844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191004595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702837,0.010865212,0.0016356169,0.011732301,0.0020308746,0.0015249051,0.0016875956,0.00009323168,0.00014657392],"genre_scores_gemma":[0.99699044,0.00037572917,0.00089486386,0.0006330438,0.0000736638,0.000007867477,0.0007814681,0.000025488816,0.00021744473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927164,0.0041515995,0.0012518542,0.00088078476,0.00023260701,0.00076680456],"domain_scores_gemma":[0.9971561,0.0003728646,0.0008904008,0.0008540325,0.00060826744,0.000118323675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0050446526,0.0002906243,0.00082414644,0.00011188298,0.0005606299,0.000075484575,0.0005669577,0.00013912143,0.00004060577],"category_scores_gemma":[0.0005071532,0.00025017004,0.000050001596,0.0023379882,0.00020354445,0.00021693019,0.00043965154,0.00030202192,0.0000047525077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049637547,0.0002500241,0.980651,0.0006153519,0.00007444108,0.000003482782,0.0004901655,0.000009245022,0.0005476726,0.000509024,0.01389415,0.0029057795],"study_design_scores_gemma":[0.0019936457,0.000054976168,0.97952396,0.00012585727,0.0000012295932,0.000059030226,0.0041415575,0.000053204018,0.000078079756,0.000009059683,0.013697476,0.00026190747],"about_ca_topic_score_codex":0.0010874432,"about_ca_topic_score_gemma":0.094661914,"teacher_disagreement_score":0.09357447,"about_ca_system_score_codex":0.0005443602,"about_ca_system_score_gemma":0.0038581332,"threshold_uncertainty_score":0.99999505},"labels":[],"label_agreement":null},{"id":"W3193380878","doi":"10.1093/jacamr/dlab116","title":"Outpatient antibiotic use in British Columbia, Canada: reviewing major trends since 2000","year":2021,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Western University; Sinai Health System; University of British Columbia; BC Centre for Disease Control; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Antimicrobial stewardship; Medicine; Medical prescription; Psychological intervention; Stewardship (theology); Population; Antibiotic Stewardship; Defined daily dose; Family medicine; Antibiotics; Antibiotic resistance; Environmental health; Nursing; Political science","score_opus":0.010922653313655864,"score_gpt":0.20602067226857915,"score_spread":0.1950980189549233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193380878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750742,0.020239238,0.000028959405,0.00070232764,0.001498661,0.00025021593,0.00045677077,0.000067016095,0.0016826283],"genre_scores_gemma":[0.8702491,0.0011483482,0.00063913874,0.0012571946,0.000036930163,0.0000032392995,0.00019875473,0.000048587182,0.12641872],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99664825,0.000388541,0.0008967479,0.00096491433,0.00013240137,0.00096912816],"domain_scores_gemma":[0.99850523,0.00020033948,0.0002958957,0.0007071749,0.0002190543,0.00007228919],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023901225,0.00029344833,0.0008445546,0.00007838262,0.00040037872,0.0002731472,0.0003885368,0.00035680333,0.00074085523],"category_scores_gemma":[0.00040266025,0.0004426026,0.00019571025,0.00086265145,0.0002647789,0.00023648386,0.00014175619,0.00060639303,0.000084880114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024076586,0.0009839305,0.2545934,0.00095609104,0.000383642,0.003846327,0.000388803,0.00001549961,0.2169782,0.00016912624,0.51569486,0.0057493863],"study_design_scores_gemma":[0.0022797473,0.000047290796,0.59148204,0.003952377,0.00011130708,0.00023007931,0.00017351935,0.0000010468428,0.025503268,0.000009036025,0.3752361,0.00097419583],"about_ca_topic_score_codex":0.6038555,"about_ca_topic_score_gemma":0.99641424,"teacher_disagreement_score":0.39255878,"about_ca_system_score_codex":0.00055228587,"about_ca_system_score_gemma":0.0014811568,"threshold_uncertainty_score":0.9998026},"labels":[],"label_agreement":null},{"id":"W3196335678","doi":"10.1016/j.pharma.2021.08.012","title":"Exploration de l’évolution de la consommation d’antibiotiques d’un centre hospitalier universitaire mère-enfant selon la classification AWaRe de l’Organisation mondiale de la santé","year":2021,"lang":"fr","type":"article","venue":"Annales Pharmaceutiques Françaises","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Antibiotics; Antibiotic Stewardship; Antimicrobial stewardship; Pediatrics; Consumption (sociology); Gynecology; Family medicine; Antibiotic resistance","score_opus":0.014450425742215967,"score_gpt":0.31272934247320666,"score_spread":0.2982789167309907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196335678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9335683,0.033716664,0.022094283,0.0037188327,0.00040930702,0.00035522392,0.0001883913,0.00025246877,0.00569654],"genre_scores_gemma":[0.9261677,0.06829878,0.0011132841,0.00043769184,0.00025741282,0.0000058444452,0.0006145081,0.000059901206,0.0030448604],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9921644,0.0058338745,0.00053322146,0.0005818907,0.00014025845,0.0007464056],"domain_scores_gemma":[0.99758905,0.0011450335,0.000416703,0.00033938416,0.00035895786,0.00015088162],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015898771,0.00043021893,0.0004155822,0.00018599835,0.0008134488,0.00019511084,0.00028202563,0.0013171888,0.0006387286],"category_scores_gemma":[0.00036985715,0.0004904598,0.00023147531,0.00034818973,0.001239763,0.000894349,0.00009041283,0.0008070236,0.00012428837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004918221,0.001566796,0.21172708,0.0007955071,0.00079912634,0.0005103359,0.04077563,0.00027443698,0.6576182,0.016465103,0.017534964,0.051441],"study_design_scores_gemma":[0.0015824399,0.00012079442,0.12774733,0.00077295373,0.00062439346,0.00052172877,0.021708203,0.0019628163,0.7279036,0.0027434092,0.113660604,0.0006517024],"about_ca_topic_score_codex":0.00043363764,"about_ca_topic_score_gemma":0.0001669558,"teacher_disagreement_score":0.09612564,"about_ca_system_score_codex":0.00063761295,"about_ca_system_score_gemma":0.0012740243,"threshold_uncertainty_score":0.9999793},"labels":[],"label_agreement":null},{"id":"W3199023725","doi":"10.1186/s12879-021-06682-8","title":"Impact of a hospital-wide computerised approach to optimise the quality of antimicrobial prescriptions in patients with severe obesity: a quasi-experimental study","year":2021,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Antimicrobial; Body mass index; Obesity; Internal medicine; Retrospective cohort study; Emergency medicine; Intensive care medicine; Antibiotics; Antibiotic resistance; Pharmacology","score_opus":0.010692169760529016,"score_gpt":0.2612315364428876,"score_spread":0.2505393666823586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199023725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99784344,0.00022094851,0.00055647735,0.0000046866917,0.00012602808,0.00091703085,0.00019292002,0.00002515791,0.00011328597],"genre_scores_gemma":[0.9997219,0.000003201865,0.0000907172,0.000023644481,0.000007831321,0.000016997079,0.000080087106,0.000011689674,0.00004392205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987121,0.00041764975,0.00033186944,0.0002779673,0.00006264186,0.00019775674],"domain_scores_gemma":[0.9991877,0.00009826424,0.00016535974,0.00036286845,0.00015562844,0.000030156221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007433441,0.00016471988,0.0003949884,0.000065523855,0.000109161236,0.000013591383,0.00014076843,0.00006274511,0.000029827885],"category_scores_gemma":[0.00007493861,0.00010917513,0.00015938963,0.0002660435,0.00015265388,0.00006345596,0.00011411039,0.00009420098,0.0000051384577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064923475,0.046059582,0.94936705,0.00006943032,0.0003223687,0.0000013759693,0.0014472571,0.00060907076,0.0011582325,0.000030216812,0.00027356,0.000012651787],"study_design_scores_gemma":[0.0041267974,0.002172338,0.99160314,0.000058496535,0.000074511736,0.000001798535,0.0008651018,0.0000038320254,0.0009373339,0.0000031430177,0.000002707173,0.00015080624],"about_ca_topic_score_codex":0.0006237034,"about_ca_topic_score_gemma":0.00015640426,"teacher_disagreement_score":0.043887243,"about_ca_system_score_codex":0.00005854035,"about_ca_system_score_gemma":0.00019327155,"threshold_uncertainty_score":0.44520327},"labels":[],"label_agreement":null},{"id":"W3199199983","doi":"10.1186/s12875-021-01536-3","title":"A pragmatic randomized trial of a primary care antimicrobial stewardship intervention in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Southlake Regional Health Center; Women's College Hospital; St. Michael's Hospital; Regional Municipality of Durham; University of Toronto; University Health Network; Sinai Health System; Mount Sinai Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Odds ratio; Randomized controlled trial; Confidence interval; Intervention (counseling); Respiratory tract infections; Academic detailing; Antibiotics; Family medicine; Primary care; Antibiotic resistance; Internal medicine; Nursing","score_opus":0.015368920682407555,"score_gpt":0.24112727980037224,"score_spread":0.22575835911796469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199199983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773343,0.0058387807,0.00027502855,0.00012290123,0.0017495933,0.0008676983,0.000023139903,0.000015252557,0.013773299],"genre_scores_gemma":[0.994425,0.00011244642,0.0012944525,0.00040408224,0.000020829253,0.000016352797,0.0002674903,0.000013607513,0.0034457569],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9970678,0.0016535221,0.00068297016,0.00027827633,0.000080873,0.00023654923],"domain_scores_gemma":[0.99761,0.0014323004,0.0004393621,0.00028946562,0.00021309793,0.00001579331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008017609,0.00015363586,0.00071054295,0.00006126594,0.00005686957,0.000014573412,0.00014150592,0.00018079797,0.000120039],"category_scores_gemma":[0.0013968442,0.00013848713,0.00019091085,0.00014694937,0.00010868539,0.00016357971,0.00008044431,0.00041733257,0.000015849773],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9375012,0.0014125468,0.0017137694,0.0012751293,0.00053109654,0.00016764745,0.002198537,0.00002386881,0.050424334,0.0003523268,0.0036086098,0.0007909652],"study_design_scores_gemma":[0.9591443,0.00017407753,0.008610126,0.0008931518,0.00042156293,0.00008495424,0.00555537,0.0000014496974,0.009230782,0.000016061227,0.015589706,0.00027845203],"about_ca_topic_score_codex":0.8789072,"about_ca_topic_score_gemma":0.9784165,"teacher_disagreement_score":0.0995093,"about_ca_system_score_codex":0.00039456904,"about_ca_system_score_gemma":0.0038395848,"threshold_uncertainty_score":0.6811258},"labels":[],"label_agreement":null},{"id":"W3199361537","doi":"10.11575/prism/44320","title":"Increasing incidence and antimicrobial resistance in Escherichia coli bloodstream infections: a multinational population-based cohort study","year":2021,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Royal Inland Hospital; Université de Sherbrooke; University of Calgary; University of Guelph","funders":"","keywords":"Incidence (geometry); Cephalosporin; Medicine; Population; Antibiotic resistance; Demography; Cohort; Rate ratio; Internal medicine; Microbiology; Biology; Antibiotics; Environmental health","score_opus":0.004496232968215722,"score_gpt":0.20638121820166275,"score_spread":0.20188498523344703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199361537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99849397,0.0002519133,0.00018515678,0.0003996567,0.00006192417,0.00026938564,0.000017720507,0.000067317735,0.00025296237],"genre_scores_gemma":[0.9970773,0.000073046154,0.0024033145,0.000017834478,0.0000030787987,5.6455684e-7,0.00002958011,0.000005833523,0.00038943754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908155,0.00014735207,0.000190356,0.00036558317,0.000042348638,0.0001728052],"domain_scores_gemma":[0.9993508,0.00010930839,0.00014384185,0.00024577943,0.00013603701,0.000014237958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002154621,0.00012057427,0.0002855433,0.00027697242,0.00021762495,0.0000061520027,0.00014530931,0.00026494305,0.00007596671],"category_scores_gemma":[0.00021406739,0.00013978325,0.000037469297,0.00045419246,0.00027263127,0.000067654175,0.0001358934,0.00027176295,0.000011430102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009732496,0.0005314704,0.9739007,0.000032398977,0.00008152351,0.000061708735,0.00009991228,0.000011359831,0.024587404,0.0004236769,0.000032021533,0.00014054365],"study_design_scores_gemma":[0.0017924967,0.000040941995,0.9891881,0.00016803805,0.00005255395,0.000013277283,0.0007446644,0.000011171589,0.0073913955,0.00013199782,0.0003273758,0.00013803018],"about_ca_topic_score_codex":0.002352525,"about_ca_topic_score_gemma":0.008501615,"teacher_disagreement_score":0.017196009,"about_ca_system_score_codex":0.00006187398,"about_ca_system_score_gemma":0.00012292675,"threshold_uncertainty_score":0.57001954},"labels":[],"label_agreement":null},{"id":"W3199946468","doi":"10.1097/pcc.0000000000002834","title":"Antimicrobial Stewardship in Bronchiolitis: A Retrospective Cohort Study of Three PICUs in Canada.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; University of Ottawa; University of Saskatchewan; Université de Montréal; McGill University Health Centre; University of Toronto; McGill University","funders":"","keywords":"Medicine; Antimicrobial stewardship; Interquartile range; Bronchiolitis; Retrospective cohort study; Odds ratio; Logistic regression; Antimicrobial; Cohort study; Odds; Emergency medicine; Pediatrics; Intensive care medicine; Internal medicine; Antibiotic resistance; Antibiotics; Biology","score_opus":0.009182750845980359,"score_gpt":0.18247270456964965,"score_spread":0.1732899537236693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199946468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964743,0.00048599046,8.978638e-7,0.00008550507,0.0005285423,0.0012499813,0.000067620414,0.0000095591,0.0010976006],"genre_scores_gemma":[0.9991658,0.000009999008,0.0000013987826,0.000056230616,0.0000091632855,0.00028028555,0.000014167648,0.000009823494,0.0004531392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865174,0.00023615974,0.00033338033,0.00029226573,0.00007116713,0.000415279],"domain_scores_gemma":[0.999592,0.00004500472,0.00011017307,0.00021732062,0.000021131826,0.000014381796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038137235,0.00010849623,0.00037287848,0.0001215681,0.0000766,0.0000025931845,0.00023226651,0.000047547626,0.00007739526],"category_scores_gemma":[0.00004154936,0.00010747078,0.000027411887,0.00031456116,0.00005333177,0.000026862634,0.00014667175,0.00037677007,0.0000016566283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001473505,0.00046796535,0.997168,0.000010012101,0.000083487226,0.00006376608,0.0003533972,0.000039538416,0.00022655324,0.000069982925,0.0006101136,0.00075982994],"study_design_scores_gemma":[0.0018098167,0.000043804816,0.9956924,0.0000069350212,0.000015706133,0.000011964587,0.0015867855,6.7825573e-7,0.00048398203,0.000031981333,0.00020173435,0.000114247574],"about_ca_topic_score_codex":0.7771633,"about_ca_topic_score_gemma":0.9809227,"teacher_disagreement_score":0.20375943,"about_ca_system_score_codex":0.0007790931,"about_ca_system_score_gemma":0.0003172942,"threshold_uncertainty_score":0.43825313},"labels":[],"label_agreement":null},{"id":"W3200337283","doi":"10.1002/psb.1939","title":"Using defined daily doses to review antibiotic prescribing","year":2021,"lang":"en","type":"article","venue":"Prescriber","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Antibiotics; Defined daily dose; Primary care; Consumption (sociology); Antibiotic resistance; Antimicrobial; Intensive care medicine; Drug; Family medicine; Pharmacology; Microbiology","score_opus":0.04697146401545001,"score_gpt":0.2894402019775237,"score_spread":0.2424687379620737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200337283","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43841738,0.5194786,0.0032055967,0.004247926,0.0028905522,0.0010874319,0.000083568135,0.00033779163,0.030251164],"genre_scores_gemma":[0.95964575,0.0061298087,0.0054874867,0.0065355543,0.00009660168,0.0000041518724,0.00008875494,0.000055845067,0.021956062],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985556,0.00018469396,0.00032350086,0.00044188468,0.00005333849,0.00044097754],"domain_scores_gemma":[0.99917233,0.00007298037,0.000071500974,0.0005010842,0.00013594919,0.000046149355],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016787238,0.00019439809,0.00038136606,0.00004803403,0.00018831613,0.00002705468,0.00020515505,0.00014069605,0.0010032604],"category_scores_gemma":[0.00028734942,0.00016874542,0.00012405677,0.00027616048,0.00007461004,0.00009751263,0.00020936914,0.00020120309,0.0009997636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053563403,0.00018587655,0.0036231736,0.0010892999,0.00025195736,0.000103881415,0.000240821,0.000015883395,0.91362953,0.0011955706,0.07627667,0.0033337742],"study_design_scores_gemma":[0.0011377147,0.00008286588,0.008450014,0.008749298,0.00052378565,0.0004324905,0.00022081581,0.000010977393,0.61235946,0.0001456498,0.36708263,0.0008042927],"about_ca_topic_score_codex":0.000075948,"about_ca_topic_score_gemma":0.00003649428,"teacher_disagreement_score":0.5212284,"about_ca_system_score_codex":0.000029110683,"about_ca_system_score_gemma":0.00010954536,"threshold_uncertainty_score":0.99990994},"labels":[],"label_agreement":null},{"id":"W3202974838","doi":"10.3390/microorganisms9102024","title":"A Multi-Point Surveillance for Antimicrobial Resistance Profiles among Clinical Isolates of Gram-Negative Bacteria Recovered from Major Ha’il Hospitals, Saudi Arabia","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; McGill University","funders":"University of Hail","keywords":"Acinetobacter baumannii; Proteus mirabilis; Klebsiella pneumoniae; Pseudomonas aeruginosa; Microbiology; Antibiotic resistance; Acinetobacter; Drug resistance; Biology; Medicine; Bacteria; Antibiotics; Escherichia coli","score_opus":0.012276665727754958,"score_gpt":0.24687661592562207,"score_spread":0.2345999501978671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202974838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861704,0.002812532,0.0030770616,0.0005128401,0.0016807012,0.00068615295,0.004916978,0.000087946566,0.000055376033],"genre_scores_gemma":[0.9649343,0.0005594253,0.026903763,0.00020178613,0.00011346344,0.000013829434,0.0012953344,0.00007622253,0.0059018796],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970321,0.00042730282,0.0010868649,0.00082736695,0.000041827836,0.00058451603],"domain_scores_gemma":[0.99758285,0.0006457121,0.00065406866,0.0006423113,0.00042219853,0.000052863135],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041835557,0.00040225024,0.0010389928,0.000054266715,0.00026219757,0.00004941904,0.0004064884,0.0005504608,0.0004674036],"category_scores_gemma":[0.0006124035,0.00037282283,0.00038623798,0.0002178,0.00075199903,0.00013777478,0.00017751964,0.0003751743,0.00013408075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065841194,0.00042646358,0.039195314,0.000157067,0.0005784559,0.000015736106,0.0005114256,2.6504839e-7,0.94662535,0.000038238337,0.011642016,0.00015125217],"study_design_scores_gemma":[0.0035304204,0.00014597105,0.13525781,0.0003781237,0.000089696776,0.000009908068,0.0004606007,0.0000015651169,0.85666746,0.00027117532,0.0027475762,0.00043971738],"about_ca_topic_score_codex":0.00023112932,"about_ca_topic_score_gemma":0.0018202837,"teacher_disagreement_score":0.0960625,"about_ca_system_score_codex":0.00005393382,"about_ca_system_score_gemma":0.00023729935,"threshold_uncertainty_score":0.9998724},"labels":[],"label_agreement":null},{"id":"W3203680532","doi":"","title":"Antimicrobial Resistance: A Bottleneck in the Achievement of the United Nations’ Sustainable Development Goals","year":2021,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bottleneck; Sustainable development; Economic growth; Resistance (ecology); Political science; Development economics; Economics; Operations management; Biology; Law","score_opus":0.009864000452048164,"score_gpt":0.2267202640320337,"score_spread":0.21685626357998555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203680532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755547,0.0013173202,0.00012988814,0.006256658,0.00017434855,0.00030023293,0.000005678311,0.0000135618675,0.01624761],"genre_scores_gemma":[0.9191215,0.00015614848,0.00029250883,0.00075186515,0.000005860744,0.0000053117697,0.00003320462,0.0000052227315,0.079628386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897325,0.00026192333,0.00029630118,0.00016083043,0.000050320046,0.00025736223],"domain_scores_gemma":[0.9993333,0.00012401701,0.00008569578,0.00030617203,0.0001457319,0.000005088817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003611837,0.00009413309,0.00013940525,0.00018485232,0.00029651012,0.000012565925,0.00030466606,0.00009936311,0.00015649048],"category_scores_gemma":[0.0000982952,0.000050884515,0.000052983516,0.0015176696,0.00014175166,0.000030595245,0.00011922395,0.00016101729,0.00002416604],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026215677,0.0019155735,0.028447332,0.00066669023,0.00044601233,0.00010468005,0.01114052,0.000058589692,0.39156228,0.45319244,0.11199856,0.00020514749],"study_design_scores_gemma":[0.0008906342,0.00001012906,0.059106335,0.00015636909,0.000019986725,0.000010739372,0.009375502,2.6955217e-7,0.4791831,0.00014607026,0.45097983,0.00012104584],"about_ca_topic_score_codex":0.000121780315,"about_ca_topic_score_gemma":0.0018586115,"teacher_disagreement_score":0.45304638,"about_ca_system_score_codex":0.000039403894,"about_ca_system_score_gemma":0.00028247113,"threshold_uncertainty_score":0.22805461},"labels":[],"label_agreement":null},{"id":"W3205532724","doi":"10.3389/fpubh.2021.726484","title":"Knowledge Gaps in the Understanding of Antimicrobial Resistance in Canada","year":2021,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Agriculture and Agri-Food Canada; Alberta Health Services; University of Lethbridge; University of Alberta; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Dairy Commission","keywords":"Enforcement; Knowledge management; Resistance (ecology); Business; Risk analysis (engineering); Medicine; Public relations; Political science; Computer science","score_opus":0.06987013980162637,"score_gpt":0.30787442384649194,"score_spread":0.23800428404486557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205532724","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000040398485,0.9938859,0.00023313539,0.0010084528,0.0021902006,0.00059603294,0.00010160953,0.0000056367026,0.0019386656],"genre_scores_gemma":[0.0047450545,0.994039,0.00017612994,0.00022478511,0.000025012947,0.000012252499,0.00021918169,0.00002605058,0.00053253927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951551,0.0021394296,0.0012823923,0.00048501836,0.00007124813,0.000866829],"domain_scores_gemma":[0.99866486,0.00028789,0.00049647375,0.00048584313,0.000028990056,0.0000359176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017989487,0.00031695145,0.0021580916,0.00055545836,0.000096188436,0.00001682458,0.0006971884,0.0004022831,0.000027272785],"category_scores_gemma":[0.00014346416,0.00024064825,0.00015192843,0.0015653836,0.00019796564,0.000059336617,0.000081042686,0.0011595574,0.0000031966442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000034323028,0.0006588053,0.005350132,0.053129606,0.00037329138,0.0002239999,0.004991499,8.583461e-7,0.0000011002242,0.013145776,0.73527545,0.18681514],"study_design_scores_gemma":[0.0004318453,0.000010428857,0.00018009992,0.016183956,0.000015737383,0.000013270082,0.0032731236,2.3253213e-7,5.1111965e-7,0.000044249435,0.97963834,0.00020820256],"about_ca_topic_score_codex":0.17214727,"about_ca_topic_score_gemma":0.9264009,"teacher_disagreement_score":0.7542536,"about_ca_system_score_codex":0.0039973934,"about_ca_system_score_gemma":0.020605637,"threshold_uncertainty_score":0.9998261},"labels":[],"label_agreement":null},{"id":"W3207374273","doi":"10.21203/rs.3.rs-955203/v1","title":"Antimicrobial Resistance (AMR) in COVID-19 Patients: A Systematic Review and Meta-Analysis (November 2019 - June 2021)","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"University of Alberta; Government of Alberta; Alberta Health Services","keywords":"Coronavirus disease 2019 (COVID-19); Meta-analysis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Antimicrobial; Antibiotic resistance; Virology; Internal medicine; Microbiology; Biology; Outbreak; Infectious disease (medical specialty); Antibiotics","score_opus":0.08315829141195337,"score_gpt":0.4110574408451123,"score_spread":0.32789914943315895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207374273","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011616138,0.9930011,0.000015411231,0.00073999097,0.00010876405,0.0046367114,0.0011736633,0.00002377947,0.000299437],"genre_scores_gemma":[0.000012540101,0.94097584,0.000027984155,0.00036586018,0.000016489696,0.00029255185,0.002045543,0.000059100315,0.056204088],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98785895,0.007423862,0.0019109696,0.0014295235,0.00033125796,0.0010454464],"domain_scores_gemma":[0.99502265,0.0019005581,0.0006889786,0.0016634384,0.000567077,0.00015730297],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003910145,0.00072663644,0.011019163,0.0011374283,0.00036892496,0.00012232212,0.00079247804,0.0008998014,0.0033304938],"category_scores_gemma":[0.0026312326,0.000489838,0.0025693567,0.003948653,0.00051368127,0.00013827028,0.0005409386,0.0017027836,0.00074658374],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011430892,0.0002448701,0.000007618028,0.8616406,0.065772414,0.000113002316,0.00005424944,1.7804797e-7,6.248989e-7,0.0001313562,0.071844086,0.00017957362],"study_design_scores_gemma":[0.00035906903,0.000028232726,0.0000021678516,0.15620749,0.3110325,0.000019887138,0.000055977944,3.5672468e-8,0.0000012433514,0.000007584664,0.5317971,0.0004887097],"about_ca_topic_score_codex":0.00018647246,"about_ca_topic_score_gemma":0.0011362052,"teacher_disagreement_score":0.70543313,"about_ca_system_score_codex":0.00040167308,"about_ca_system_score_gemma":0.0010751075,"threshold_uncertainty_score":0.9997553},"labels":[],"label_agreement":null},{"id":"W3207784675","doi":"10.1096/fasebj.30.1_supplement.100.2","title":"The Ying And Yang Of Antibiotic Discovery And Resistance","year":2016,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Antibiotics; Antibiotic resistance; Drug discovery; Resistance (ecology); Antimicrobial; Drug resistance; Biotechnology; Biology; Computational biology; Microbiology; Bioinformatics; Ecology","score_opus":0.007967745777223468,"score_gpt":0.21158996707044794,"score_spread":0.20362222129322446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207784675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97080594,0.025630008,0.00036556306,0.0021331403,0.0004159145,0.00004503628,0.0000068011964,0.000004426993,0.0005931965],"genre_scores_gemma":[0.986211,0.0066410927,0.000026122958,0.000040412033,0.00005672535,8.638538e-8,1.6561803e-7,0.0000049488035,0.007019449],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994427,0.000123186,0.00015915981,0.000078431825,0.000027509932,0.00016904237],"domain_scores_gemma":[0.9993234,0.00037149593,0.00013470385,0.00013354684,0.000024475918,0.000012369582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042050178,0.000067731555,0.000109316934,0.000017518765,0.0005369957,0.000031271495,0.0001341705,0.00004662954,0.000010064593],"category_scores_gemma":[0.000069038884,0.000024239558,0.00003162944,0.000033463155,0.00068680645,0.00009174417,0.00005056545,0.00013611675,0.0000065505756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016219776,0.000009620702,0.007132947,0.000013073874,0.00009456541,0.00000381145,0.00023048677,4.9950973e-8,0.9818602,0.0048219417,0.0016951816,0.0039758994],"study_design_scores_gemma":[0.0024714721,0.00018401368,0.10500428,0.0013435414,0.00016102652,0.0009047726,0.0036499035,7.4289443e-7,0.8654979,0.0058472543,0.014661034,0.00027406894],"about_ca_topic_score_codex":0.0000042106913,"about_ca_topic_score_gemma":0.000027265718,"teacher_disagreement_score":0.11636233,"about_ca_system_score_codex":0.0000070089236,"about_ca_system_score_gemma":0.000023212435,"threshold_uncertainty_score":0.4130191},"labels":[],"label_agreement":null},{"id":"W3207958455","doi":"10.1016/j.ijantimicag.2021.106451","title":"Variability in oral antibiotic step-down therapy in the management of Gram-negative bloodstream infections","year":2021,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Bloodstream infection; Pneumonia; Internal medicine; Gram; Intensive care medicine","score_opus":0.014745524086831835,"score_gpt":0.2803940886677214,"score_spread":0.2656485645808896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207958455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99637234,0.00012680468,0.0005014349,0.00084769784,0.0012181539,0.00013090175,0.000029374025,0.000003180072,0.00077012304],"genre_scores_gemma":[0.99780935,0.0010911773,0.00062170933,0.0002612401,0.000032072912,3.888883e-7,0.000016634887,0.000006036314,0.00016140447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857485,0.00041905788,0.0005863046,0.00015164343,0.00010585313,0.00016228388],"domain_scores_gemma":[0.99912035,0.00014137052,0.0003173152,0.00013754469,0.000272857,0.000010585775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064289704,0.00011723714,0.00025474775,0.00016371247,0.000039222792,0.000021678623,0.00041835962,0.000097647535,0.00016902223],"category_scores_gemma":[0.00005492524,0.000083476785,0.00015113445,0.0002572991,0.00014551716,0.00010578666,0.000072458926,0.00031043426,0.000013772982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013784455,0.015003985,0.702546,0.00016420816,0.005143734,0.0022623974,0.0030814672,0.00037041766,0.22873439,0.0044468734,0.007613992,0.029254066],"study_design_scores_gemma":[0.009667959,0.00035192835,0.80443406,0.0013173934,0.00012862921,0.0008411831,0.0018464961,0.000018478126,0.17472728,0.00059228804,0.0057876175,0.00028671065],"about_ca_topic_score_codex":0.00019087848,"about_ca_topic_score_gemma":0.00018117718,"teacher_disagreement_score":0.101888016,"about_ca_system_score_codex":0.000059727372,"about_ca_system_score_gemma":0.00008541163,"threshold_uncertainty_score":0.34040847},"labels":[],"label_agreement":null},{"id":"W3208326175","doi":"10.1371/journal.pone.0259317","title":"Self-medication practices to prevent or manage COVID-19: A systematic review","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Self-medication; MEDLINE; Coronavirus disease 2019 (COVID-19); Population; Systematic review; Family medicine; Environmental health; Internal medicine; Disease","score_opus":0.1029956715144682,"score_gpt":0.3594447222662217,"score_spread":0.2564490507517535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208326175","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.394218e-7,0.9926808,0.000044384513,0.0010741142,0.00013650212,0.0054646563,0.000045898923,0.00012834679,0.000424879],"genre_scores_gemma":[4.6092444e-7,0.9722743,0.0005948533,0.0017129149,0.000051476094,0.0005279572,0.00040558545,0.000039578917,0.024392858],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99650645,0.0014198053,0.0010524298,0.0005847749,0.00013056734,0.0003059532],"domain_scores_gemma":[0.996202,0.0008010504,0.001850292,0.0009540476,0.000088794506,0.00010385254],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00093060016,0.00037022113,0.0033994077,0.0001234664,0.00014573311,0.000024349194,0.0005471263,0.00043906376,0.0010428111],"category_scores_gemma":[0.00539232,0.00023652098,0.00029885463,0.00042170793,0.00004427171,0.000056156907,0.00017247115,0.0004422316,0.0033396762],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039319034,0.0013674637,9.293296e-8,0.98667806,0.0042486447,0.000057182828,0.00008134977,2.7718663e-9,0.0000054385587,0.00010111378,0.00624501,0.0012116964],"study_design_scores_gemma":[0.000049759543,0.000040053077,2.0854456e-8,0.494904,0.01344805,0.00006229578,0.000023819955,3.515971e-8,0.00000738221,9.366868e-7,0.49130014,0.0001635097],"about_ca_topic_score_codex":0.000011673292,"about_ca_topic_score_gemma":0.000019213068,"teacher_disagreement_score":0.49177405,"about_ca_system_score_codex":0.00020647957,"about_ca_system_score_gemma":0.0008229565,"threshold_uncertainty_score":0.99987036},"labels":[],"label_agreement":null},{"id":"W3208693906","doi":"10.1371/journal.pone.0259069","title":"Exploring gender differences in knowledge and practices related to antibiotic use in Southeast Asia: A scoping review","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Psychological intervention; Context (archaeology); Antibiotic resistance; Thematic analysis; Socioeconomic status; Medicine; Antibiotics; Environmental health; Qualitative research; Population; Geography; Biology; Sociology; Nursing; Social science","score_opus":0.37753472410570416,"score_gpt":0.36242138975259075,"score_spread":0.015113334353113406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208693906","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007892494,0.9900155,6.1072103e-7,0.00005482233,0.00012938878,0.0014807783,0.000013154376,0.000030199935,0.0003830377],"genre_scores_gemma":[0.0019538146,0.9971661,0.00010045601,0.000015462254,0.000017497334,0.000045479697,0.000055340148,0.000037906793,0.00060791697],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9970813,0.000881241,0.0008743065,0.0006936346,0.000054392993,0.00041511844],"domain_scores_gemma":[0.9984604,0.0005674669,0.0005117067,0.00036885406,0.000052820174,0.000038761427],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045965816,0.00038319934,0.002628522,0.00032222745,0.000072335955,0.00003703307,0.00021201042,0.00038504796,0.00007586828],"category_scores_gemma":[0.0009424045,0.00030736875,0.00012060969,0.0006829938,0.00008516641,0.00021603504,0.0002167503,0.000838204,0.00026057704],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028233248,0.0033575175,0.006560228,0.867525,0.0023836396,0.00031656862,0.0014524541,4.3298343e-8,0.00030264666,0.0005256371,0.00007112143,0.11747691],"study_design_scores_gemma":[0.00024053379,0.00004226636,0.00065299124,0.9928615,0.001013106,0.00003672406,0.00026279848,1.4575096e-7,0.000035329478,0.0000016596897,0.0044607054,0.00039224565],"about_ca_topic_score_codex":0.000040852246,"about_ca_topic_score_gemma":0.00032166,"teacher_disagreement_score":0.1253365,"about_ca_system_score_codex":0.00005358414,"about_ca_system_score_gemma":0.00025808706,"threshold_uncertainty_score":0.99993783},"labels":[],"label_agreement":null},{"id":"W3209912185","doi":"10.1016/j.cmi.2021.10.013","title":"The impact of COVID-19 on community antibiotic use in Canada: an ecological study","year":2021,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto; Public Health Ontario; Public Health Agency of Canada; Toronto Public Health; Ottawa Hospital","funders":"","keywords":"Medical prescription; Medicine; Pandemic; Antibiotics; Incidence (geometry); Ecological study; Pharmacy; Respiratory tract infections; Coronavirus disease 2019 (COVID-19); Rate ratio; Demography; Pediatrics; Environmental health; Infectious disease (medical specialty); Internal medicine; Family medicine; Disease; Population; Biology; Respiratory system","score_opus":0.06921774408835663,"score_gpt":0.36646461846379935,"score_spread":0.2972468743754427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209912185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99872684,0.00029368958,0.000006278911,0.00010279497,0.0005510779,0.00020706236,0.00003221378,0.000012824485,0.00006721323],"genre_scores_gemma":[0.9990732,0.00044296953,0.0000024977694,0.00030013392,0.000013794224,0.0000012256461,0.000066942695,0.0000049139144,0.00009433518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950473,0.0039037033,0.0005359704,0.00026041878,0.000009083881,0.00024357096],"domain_scores_gemma":[0.9965349,0.0028374963,0.00016777146,0.00034612915,0.00006587541,0.000047850717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011702054,0.00013687575,0.00040240376,0.0000357353,0.0004376781,0.000009754417,0.0001172699,0.0003246956,0.000064170155],"category_scores_gemma":[0.0016849545,0.000082606806,0.00009450158,0.0001368483,0.00058659614,0.00004615981,0.00009854574,0.0008937603,0.000009936665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003835118,0.002262418,0.98058486,0.000009149947,0.00016460867,0.00001567293,0.00010202105,0.000035981575,0.014982953,0.0001201964,0.00071542524,0.0006232137],"study_design_scores_gemma":[0.0014320597,0.0023080967,0.9933202,0.000014444132,0.00002507137,0.00007369003,0.00068855484,0.000002423808,0.0010511454,0.000054211614,0.0009324493,0.000097653035],"about_ca_topic_score_codex":0.48920506,"about_ca_topic_score_gemma":0.92145175,"teacher_disagreement_score":0.43224669,"about_ca_system_score_codex":0.0001826109,"about_ca_system_score_gemma":0.0010064035,"threshold_uncertainty_score":0.51419634},"labels":[],"label_agreement":null},{"id":"W3209991846","doi":"10.1002/pds.5377","title":"General practitioner prescribing trends among pediatric patients in the United Kingdom: 1998–2018","year":2021,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Medical prescription; Rate ratio; Confidence interval; Retrospective cohort study; Pediatrics; Internal medicine; Population; Pharmacology","score_opus":0.031911166948738474,"score_gpt":0.3012157028012019,"score_spread":0.26930453585246344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209991846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99179894,0.0026806593,0.00016886044,0.002567495,0.0009012399,0.00012457259,0.000042993855,0.000038032482,0.001677231],"genre_scores_gemma":[0.9925666,0.0016823724,0.000095471165,0.0031947703,0.00016849613,0.000009941409,0.0006392922,0.000012080145,0.0016310131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603224,0.0025603636,0.0005015944,0.00041631685,0.00003778177,0.00045170478],"domain_scores_gemma":[0.9980858,0.0014112768,0.00020362344,0.00021893487,0.000047904447,0.000032465996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013790312,0.0002043717,0.00034922708,0.00017229299,0.00037687348,0.000009082841,0.00017980192,0.00022368666,0.00024662548],"category_scores_gemma":[0.000389416,0.00014083508,0.000088662346,0.00046004294,0.0002753146,0.00013788801,0.00010366957,0.0006489185,0.000060236333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023936713,0.00031969557,0.94282126,0.000037791702,0.000117059964,0.00003753028,0.00070292794,0.00007870792,0.0009220469,0.0024133536,0.05108884,0.0012214374],"study_design_scores_gemma":[0.0025042705,0.00003089047,0.8829358,0.000025305088,0.00016415694,0.000029900557,0.00017544824,0.00011083707,0.00065930234,0.00017437355,0.11293845,0.00025125896],"about_ca_topic_score_codex":0.0005165902,"about_ca_topic_score_gemma":0.00020026405,"teacher_disagreement_score":0.06184961,"about_ca_system_score_codex":0.00002486749,"about_ca_system_score_gemma":0.00003793475,"threshold_uncertainty_score":0.5743088},"labels":[],"label_agreement":null},{"id":"W3210368323","doi":"10.1093/ofid/ofab533","title":"The Impact of COVID-19 on Outpatient Antibiotic Prescriptions in Ontario, Canada; An Interrupted Time Series Analysis","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Joseph's Health Centre; Women's College Hospital; University of Waterloo; McMaster University; St. Michael's Hospital; Sinai Health System; McMaster University Medical Centre; University Health Network; Ottawa Hospital; Public Health Agency of Canada; Institute for Clinical Evaluative Sciences; University of Ottawa; Sunnybrook Hospital; Toronto East General Hospital; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"Institut canadien d'information sur la santé; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Medical prescription; Antibiotics; Antimicrobial stewardship; Specialty; Pediatrics; Pandemic; Respiratory tract infections; Coronavirus disease 2019 (COVID-19); Internal medicine; Emergency medicine; Family medicine; Respiratory system; Antibiotic resistance; Infectious disease (medical specialty); Disease","score_opus":0.011123724735034757,"score_gpt":0.2715000164165392,"score_spread":0.26037629168150445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210368323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99433696,0.00056364905,0.0000144590485,0.00031003237,0.00019023636,0.00029654085,0.00029720998,0.00001896947,0.0039719106],"genre_scores_gemma":[0.99278426,0.00003678532,0.0000021453473,0.00018204843,0.000002799425,0.0000054190964,0.00045550047,0.000008733277,0.006522296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988286,0.00028019393,0.00028355158,0.00027124758,0.000045643268,0.00029076403],"domain_scores_gemma":[0.99914193,0.00012005636,0.00013839867,0.00044040545,0.000084012754,0.00007521354],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008281283,0.00015281186,0.0003430068,0.000095245414,0.00038587867,0.0000654544,0.00027948598,0.000079414705,0.0015099683],"category_scores_gemma":[0.00019533458,0.000103667066,0.00017534274,0.00038197622,0.00016210257,0.00014065944,0.00015539837,0.00016006852,0.000020373362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004146002,0.0008478469,0.98304784,0.000010791775,0.0015062483,0.0000297959,0.00037240007,0.0016760146,0.0010793923,0.00055325805,0.010312101,0.00014969186],"study_design_scores_gemma":[0.00094785803,0.00070656836,0.9906166,0.000048101225,0.00038330955,0.000015665135,0.0013478663,0.00002400285,0.0013004364,0.00021975001,0.004176805,0.00021302432],"about_ca_topic_score_codex":0.9457315,"about_ca_topic_score_gemma":0.9970802,"teacher_disagreement_score":0.05134869,"about_ca_system_score_codex":0.0006361386,"about_ca_system_score_gemma":0.0027079273,"threshold_uncertainty_score":0.99940276},"labels":[],"label_agreement":null},{"id":"W3211757920","doi":"10.1016/j.cmi.2021.10.022","title":"Estimating daily antibiotic harms: an umbrella review with individual study meta-analysis","year":2021,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":133,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Shaver Health and Rehabilitation Centre; Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; Public Health Ontario; Sinai Health System; Sunnybrook Health Science Centre; University of Toronto; University Health Network; Toronto East General Hospital; Health Sciences Centre","funders":"","keywords":"Medicine; Meta-analysis; Intensive care medicine; Antibiotics; MEDLINE; Internal medicine; Biology; Microbiology","score_opus":0.1853544816567044,"score_gpt":0.43024347370194116,"score_spread":0.24488899204523676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211757920","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00104322,0.99643695,0.00016621739,0.000033402524,0.0007795186,0.0012130921,0.00015833574,0.00008999872,0.000079273785],"genre_scores_gemma":[0.00071698136,0.9950852,0.0002978664,0.00044299758,0.0001093012,0.000026546086,0.002524543,0.000046665707,0.0007499074],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9912196,0.004730259,0.0019659293,0.0015721256,0.000031610834,0.00048050805],"domain_scores_gemma":[0.99660134,0.0009780048,0.0012832982,0.0008955232,0.00016817483,0.000073626645],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026024908,0.0007696797,0.0078066536,0.00027901208,0.00041360702,0.000052559953,0.0003294169,0.0014368346,0.0007959256],"category_scores_gemma":[0.00029611445,0.00047094715,0.002244691,0.0008955701,0.0007813473,0.000119722536,0.0002436526,0.001638187,0.00020171235],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049377173,0.0034601837,0.0035112388,0.021477908,0.72268194,0.00009060996,0.000086938424,0.000003022318,0.000024734163,0.000048809885,0.0043353396,0.24422991],"study_design_scores_gemma":[0.00046915805,0.0012702255,0.00024230979,0.0035099287,0.61363214,0.000491831,0.000024323566,3.7989832e-7,0.0000036022807,0.0000014785282,0.37978348,0.0005711294],"about_ca_topic_score_codex":0.00006298397,"about_ca_topic_score_gemma":0.00025780764,"teacher_disagreement_score":0.37544814,"about_ca_system_score_codex":0.000024117033,"about_ca_system_score_gemma":0.00023141089,"threshold_uncertainty_score":0.9998595},"labels":[],"label_agreement":null},{"id":"W3214944786","doi":"10.1017/ice.2021.480","title":"Leveraging implementation science to advance antibiotic stewardship practice and research","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"U.S. Department of Veterans Affairs","keywords":"Stewardship (theology); Content (measure theory); Antibiotic Stewardship; Action (physics); Call to action; Computer science; World Wide Web; Business; Antibiotics; Political science; Microbiology; Advertising; Biology; Mathematics","score_opus":0.03474144392191426,"score_gpt":0.39639344328509624,"score_spread":0.361651999363182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214944786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692181,0.00882187,0.0045106323,0.015204802,0.0009420994,0.0003329751,0.000008232314,0.00004466474,0.0009166402],"genre_scores_gemma":[0.9958127,0.0012447665,0.00056361186,0.0020555216,0.00006736832,0.000007402755,0.000007799735,0.000007969992,0.00023283248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751973,0.0009072437,0.00033287547,0.00057850545,0.000053484237,0.00060816377],"domain_scores_gemma":[0.99721146,0.001923618,0.000115346986,0.0001885721,0.00048028797,0.00008074148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037872237,0.0001261184,0.00033095223,0.00017444724,0.00069643656,0.000032060878,0.00007168747,0.0001344266,0.000036685466],"category_scores_gemma":[0.0058262465,0.00011196069,0.000032867098,0.00037010657,0.00073342666,0.00029470093,0.00012748768,0.00035037022,0.000069579066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034088254,0.0003019113,0.5516165,0.00012034936,0.00026748204,0.000048218768,0.002018915,0.000073039024,0.26804805,0.038611013,0.0029540386,0.13559964],"study_design_scores_gemma":[0.0023839106,0.0010910295,0.9013997,0.00008677539,0.000066096145,0.00034095548,0.0024863645,0.00005213964,0.014307666,0.0020307798,0.075430475,0.00032413885],"about_ca_topic_score_codex":0.0006894344,"about_ca_topic_score_gemma":0.00011669574,"teacher_disagreement_score":0.3497832,"about_ca_system_score_codex":0.0000618065,"about_ca_system_score_gemma":0.00016266308,"threshold_uncertainty_score":0.6974982},"labels":[],"label_agreement":null},{"id":"W3215135571","doi":"10.3390/antibiotics10111428","title":"Quantifying the Gap between Expected and Actual Rates of Antibiotic Prescribing in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Sinai Health System; Lawson Health Research Institute; BC Centre for Disease Control; University of British Columbia; Public Health Ontario; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Antibiotics; Medicine; Biology; Microbiology","score_opus":0.03208263822769956,"score_gpt":0.2503018217342765,"score_spread":0.21821918350657696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215135571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853805,0.01368411,0.000023803188,0.00019860764,0.00032177003,0.00014098555,0.000088349436,0.000015841471,0.0001460854],"genre_scores_gemma":[0.9974351,0.00092817616,0.0000849641,0.00016352633,0.00002713604,5.1412087e-8,0.000071017676,0.00001796918,0.0012720706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986303,0.00019125153,0.00041110103,0.00031960328,0.00006568426,0.00038208225],"domain_scores_gemma":[0.9990798,0.00037762657,0.00014055482,0.0002756253,0.0001023509,0.000024016908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017071661,0.00012131751,0.00040467895,0.000026760052,0.00022543914,0.00007719226,0.00018240201,0.00018708635,0.00009212142],"category_scores_gemma":[0.00021536282,0.00014123102,0.00004055117,0.0002906211,0.00032276465,0.000060058563,0.00013241585,0.00030428992,0.0000038504536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062158165,0.00006499905,0.9084729,0.00013618423,0.00015093834,0.000112682115,0.00025303778,0.0000019004776,0.08503709,0.000039178754,0.004562326,0.001162563],"study_design_scores_gemma":[0.0006508897,0.000043691907,0.8326574,0.000516694,0.00007166144,0.00008909946,0.0032254448,0.000006383883,0.16092427,0.000015303589,0.0015839353,0.0002152596],"about_ca_topic_score_codex":0.5449188,"about_ca_topic_score_gemma":0.9589889,"teacher_disagreement_score":0.4140701,"about_ca_system_score_codex":0.00002954326,"about_ca_system_score_gemma":0.0004030424,"threshold_uncertainty_score":0.5759234},"labels":[],"label_agreement":null},{"id":"W3216128019","doi":"10.1016/j.cmi.2021.11.008","title":"Predictors and microbiology of respiratory and bloodstream bacterial infection in patients with COVID-19: living rapid review update and meta-regression","year":2021,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University Health Network; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; North York General Hospital; University of Toronto; Toronto East General Hospital; Toronto General Hospital; Public Health Ontario; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Bloodstream infection; Meta-regression; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Microbiology; Meta-analysis; Intensive care medicine; Biology; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak; Disease","score_opus":0.043331204316311996,"score_gpt":0.3363485607081347,"score_spread":0.2930173563918227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216128019","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17799073,0.82050025,0.000011828745,0.00003698833,0.00050806283,0.00074598327,0.00017649721,0.000024117184,0.00000552643],"genre_scores_gemma":[0.003264612,0.99541724,0.000025126186,0.0004277002,0.000045648474,0.000024504125,0.0007325848,0.000026579382,0.000036035268],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946535,0.0026847867,0.0013715865,0.00095686235,0.000013314179,0.00031990223],"domain_scores_gemma":[0.9973814,0.0011516908,0.0010004343,0.00028456686,0.00009174811,0.00009014176],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012633078,0.00056102016,0.0033040913,0.00023099838,0.00019283818,0.000013600598,0.00007166253,0.0016962332,0.00020421237],"category_scores_gemma":[0.00078335137,0.00034883607,0.00024658727,0.0001976972,0.0015941265,0.00010395375,0.00023402298,0.0008782473,0.0000045018455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008069755,0.0019412104,0.49541646,0.083889075,0.014211408,0.000026046102,0.00015266555,1.8102936e-7,0.0019392469,0.00015334396,0.004720155,0.39674324],"study_design_scores_gemma":[0.0019831543,0.0014454001,0.01559487,0.013951089,0.009042214,0.00038296118,0.0000038693493,2.7513755e-8,0.000043035685,0.000005500107,0.9570304,0.000517487],"about_ca_topic_score_codex":0.00005314021,"about_ca_topic_score_gemma":0.00017381416,"teacher_disagreement_score":0.95231026,"about_ca_system_score_codex":0.00003264087,"about_ca_system_score_gemma":0.00019323589,"threshold_uncertainty_score":0.99989635},"labels":[],"label_agreement":null},{"id":"W35221235","doi":"10.1016/j.japh.2022.02.001","title":"Строительный комплекс и внешняя среда: межорганизационные отношения","year":2013,"lang":"en","type":"article","venue":"Российское предпринимательство","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Health Canada; National Institutes of Health; Michael Smith Health Research BC; Vancouver Foundation","keywords":"Computer science","score_opus":0.0044150463407117545,"score_gpt":0.18374388885732545,"score_spread":0.1793288425166137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35221235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8317661,0.014314514,0.0011436013,0.0047001634,0.005267828,0.0018053963,0.00009166543,0.001240704,0.13967003],"genre_scores_gemma":[0.91917676,0.00035859502,0.0005540662,0.0016034881,0.00026385684,0.00006667946,0.00013942443,0.000093356204,0.07774377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964658,0.00024683762,0.0008176153,0.000934456,0.0001602537,0.0013750328],"domain_scores_gemma":[0.9979438,0.0002205429,0.00029723812,0.0011350315,0.00024675514,0.00015664275],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003257729,0.0006163756,0.00074818,0.0002496308,0.00054622715,0.00011219349,0.0008761125,0.000731562,0.018117666],"category_scores_gemma":[0.00015646056,0.00051319756,0.0003549295,0.0004738826,0.0006087523,0.00043406957,0.0002601365,0.0007759891,0.046650294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016806666,0.0008186785,0.013019091,0.00021071767,0.0007781886,0.000072253984,0.0010380134,0.0000119823735,0.39198193,0.014536307,0.54723364,0.030131117],"study_design_scores_gemma":[0.004691923,0.0006376372,0.0804053,0.00035640656,0.00025814565,0.0003631031,0.0014992065,0.000047952093,0.13142888,0.005387417,0.772689,0.002235058],"about_ca_topic_score_codex":0.00075103645,"about_ca_topic_score_gemma":0.000102017446,"teacher_disagreement_score":0.26055303,"about_ca_system_score_codex":0.00009814987,"about_ca_system_score_gemma":0.00015412121,"threshold_uncertainty_score":0.99973196},"labels":[],"label_agreement":null},{"id":"W4200040434","doi":"10.1093/ofid/ofab466.301","title":"99. Presence of Chronic Diseases and Compliance with Québec Provincial Guidelines for Outpatient Antibiotic Prescription, Québec, Canada, 2010-2017","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère de la Santé et des Services Sociaux (Québec); Université de Montréal; Université Laval; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Medical prescription; Chronic bronchitis; Internal medicine; Antimicrobial; Bronchitis; COPD; Sinusitis; Amoxicillin; Asthma; Intensive care medicine; Poisson regression; Pneumonia; Antibiotics; Pediatrics; Respiratory infection; Respiratory system; Surgery; Population; Environmental health","score_opus":0.021572597900850296,"score_gpt":0.2679426164757472,"score_spread":0.24637001857489688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200040434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80543333,0.16951859,0.0014926061,0.010018067,0.0026967346,0.004373413,0.00466322,0.00015035825,0.001653663],"genre_scores_gemma":[0.99266726,0.00040653552,0.000045129385,0.00041605363,0.000050988776,0.00003835905,0.00017125238,0.000023770397,0.0061806277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866563,0.0000764709,0.00036112237,0.00045482765,0.000072907555,0.0003690284],"domain_scores_gemma":[0.9985107,0.00014393945,0.00025881387,0.0003920143,0.0006176152,0.00007687717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042788983,0.00022740802,0.00042474482,0.000032490632,0.00046944382,0.000056789482,0.00028416494,0.00008143996,0.00010623186],"category_scores_gemma":[0.00041840557,0.00017839749,0.00007111383,0.000094142146,0.00037684562,0.00020189413,0.00023656338,0.00008337549,0.000006477974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006596762,0.0009173464,0.62512165,0.00081880577,0.0004789805,0.000025268806,0.00008079415,0.0001028899,0.0032027473,0.00071985036,0.36373174,0.0041402285],"study_design_scores_gemma":[0.006878694,0.0020915158,0.7738438,0.0019935211,0.0009870491,0.00015113915,0.0010348934,0.00017965263,0.014073765,0.00020280655,0.19745117,0.0011119817],"about_ca_topic_score_codex":0.82884616,"about_ca_topic_score_gemma":0.9851164,"teacher_disagreement_score":0.18723394,"about_ca_system_score_codex":0.00018161471,"about_ca_system_score_gemma":0.005721612,"threshold_uncertainty_score":0.999915},"labels":[],"label_agreement":null},{"id":"W4200068174","doi":"10.1093/ofid/ofab466.345","title":"143. Antibiotic Use for Common Infections in British Columbia and Ontario: A Review of Outpatient Prescribing to Seniors from 2000 – 2018","year":2021,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Toronto; Lawson Health Research Institute; University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Medical prescription; Population; Antibiotics; Pediatrics; Emergency medicine; Family medicine; Environmental health","score_opus":0.02257971336719333,"score_gpt":0.28717647617850656,"score_spread":0.2645967628113132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200068174","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070936154,0.9847135,0.000012619786,0.000017023483,0.00067277165,0.0042367144,0.0030105894,0.000029409208,0.0002137414],"genre_scores_gemma":[0.00293753,0.9914738,0.000034511108,0.00028607988,0.000013981048,0.0001530147,0.0020135208,0.000053629232,0.0030339144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752253,0.00037826505,0.0009223278,0.0006939866,0.000050744515,0.0004321213],"domain_scores_gemma":[0.99836016,0.00046448025,0.00046029815,0.00051072025,0.00012162244,0.00008275094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015236114,0.00032022194,0.00238936,0.000101217774,0.00029374167,0.00031177438,0.00030450558,0.00037007357,0.0005324421],"category_scores_gemma":[0.00035946385,0.00040151042,0.0004366808,0.0003325654,0.0001418573,0.0002185841,0.00052493945,0.00032644713,0.000025312627],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037258564,0.0029931308,0.33039817,0.060452603,0.0019162883,0.000060391445,0.00019255333,0.0000014553046,0.0000055530704,0.0000364364,0.14449409,0.45941207],"study_design_scores_gemma":[0.0006455967,0.00033823465,0.005666253,0.19274491,0.0014792136,0.00006921129,0.000043573502,7.81698e-8,0.0000014900679,0.000021177293,0.7985624,0.0004278302],"about_ca_topic_score_codex":0.5168699,"about_ca_topic_score_gemma":0.8928062,"teacher_disagreement_score":0.65406835,"about_ca_system_score_codex":0.00032715805,"about_ca_system_score_gemma":0.00086951215,"threshold_uncertainty_score":0.99984366},"labels":[],"label_agreement":null},{"id":"W4200086086","doi":"10.1093/ofid/ofab466.1014","title":"818. Understanding Current Practices of an Electronic Antimicrobial Resistant Organism (ARO) Screening Tool Used in Healthcare Facilities in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital; Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Pediatrics; Isolation (microbiology); Retrospective cohort study; Electronic medical record; Medical record; Emergency medicine; Health care; Electronic health record; Internal medicine","score_opus":0.023364155512332375,"score_gpt":0.2807461165345931,"score_spread":0.2573819610222607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200086086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936353,0.0033782031,0.0000562485,0.0015085086,0.0003430826,0.00042960423,0.00021151287,0.000018120807,0.00041943006],"genre_scores_gemma":[0.9986283,0.00028505144,0.00000901595,0.000171455,0.0000089558835,0.00000910734,0.0002826791,0.000019950696,0.0005854384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798876,0.00040622868,0.0004655492,0.00043506114,0.000071172384,0.00063321827],"domain_scores_gemma":[0.99899507,0.0002492498,0.0003442367,0.00030325187,0.00006620579,0.000042006995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016309007,0.00020749119,0.00045450375,0.000109220855,0.00025038773,0.00006810498,0.00026981215,0.000121234625,0.00014582262],"category_scores_gemma":[0.0002548366,0.00020701379,0.000058119294,0.0003332527,0.00011019228,0.0003931955,0.0001839126,0.00034639263,0.0000050657895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000825065,0.0009694856,0.95826375,0.00049867714,0.00021022162,0.000113459064,0.00064953486,0.000085175,0.015744088,0.020327222,0.0014984858,0.000814819],"study_design_scores_gemma":[0.027748672,0.0024867745,0.6708126,0.0056771664,0.0005627585,0.00040610018,0.052756414,0.000089894434,0.15684476,0.014164912,0.064192675,0.004257265],"about_ca_topic_score_codex":0.69317174,"about_ca_topic_score_gemma":0.9891726,"teacher_disagreement_score":0.29600084,"about_ca_system_score_codex":0.0005575215,"about_ca_system_score_gemma":0.0027352436,"threshold_uncertainty_score":0.8441777},"labels":[],"label_agreement":null},{"id":"W4200126817","doi":"10.1136/bmjopen-2020-047515","title":"Cost–utility analysis of antimicrobial stewardship programme at a tertiary teaching hospital in Ethiopia","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of Toronto; University Health Network","funders":"University of Toronto; McGill University Health Centre; United States Agency for International Development; McGill University; Fonds de Recherche du Québec - Santé; Addis Ababa University","keywords":"Medicine; Antimicrobial stewardship; Incremental cost-effectiveness ratio; Emergency medicine; Cohort; Population; Cost effectiveness; Economic evaluation; Cohort study; Health care; Quality-adjusted life year; Intensive care medicine; Antibiotic resistance; Internal medicine; Environmental health; Antibiotics","score_opus":0.04933760094248521,"score_gpt":0.352336245750959,"score_spread":0.3029986448084738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200126817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944218,0.00028245113,0.0000777795,0.0008031713,0.0002306953,0.0016862066,0.00006639786,0.00001675675,0.0024147348],"genre_scores_gemma":[0.99557775,0.000012999313,0.00045621226,0.00021861964,0.000010353666,0.000034366047,0.0002730269,0.0000094236775,0.0034072322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823546,0.0005279145,0.00045295616,0.00039144573,0.000044509132,0.0003476897],"domain_scores_gemma":[0.9991292,0.00010720725,0.0001796348,0.00050030753,0.00006134585,0.000022315375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009754184,0.00013834242,0.00056170876,0.000109942725,0.00012165893,0.000030369814,0.00041163276,0.00024133848,0.0004505383],"category_scores_gemma":[0.00021863596,0.00012097641,0.0001856669,0.00038489842,0.00016140178,0.00009738251,0.0006984649,0.00032235667,0.00005437476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048468393,0.0010823709,0.8809882,0.00015463121,0.0018814561,0.00012875293,0.0029375015,0.000009569698,0.103262335,0.00034065018,0.0032377962,0.0054920926],"study_design_scores_gemma":[0.0021062663,0.00007829591,0.89864784,0.00033091282,0.00054197066,0.000023835157,0.0011095394,0.000029600478,0.090658106,0.000028213854,0.006104446,0.0003409913],"about_ca_topic_score_codex":0.0009446575,"about_ca_topic_score_gemma":0.0036212294,"teacher_disagreement_score":0.017659666,"about_ca_system_score_codex":0.00005136764,"about_ca_system_score_gemma":0.00018704905,"threshold_uncertainty_score":0.4933275},"labels":[],"label_agreement":null},{"id":"W4200166136","doi":"10.1093/ofid/ofab466.010","title":"10. Impact of Infectious Disease Consultation and Theoretical Management Bundle in Patients with Candidemia","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Fluconazole; Blood culture; Echinocandin; Septic shock; Infectious disease (medical specialty); Intensive care unit; Internal medicine; Emergency medicine; Pediatrics; Intensive care medicine; Disease; Antifungal; Sepsis; Antibiotics","score_opus":0.0026227074650554457,"score_gpt":0.23009920918558827,"score_spread":0.22747650172053283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200166136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909852,0.00072062964,0.000030793304,0.000047986632,0.000046024954,0.00044580543,0.000121659104,0.000020156765,0.0075817537],"genre_scores_gemma":[0.99857014,0.00009600808,0.0000049497403,0.00007997988,0.0000025500324,0.0000172027,0.00024413623,0.000012266497,0.0009727825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917233,0.00011543644,0.00018918717,0.00025681822,0.000039145332,0.00022709146],"domain_scores_gemma":[0.9994712,0.00008975152,0.00008939198,0.00019069827,0.00010137337,0.000057586618],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045673896,0.00013960303,0.00024112737,0.0000682852,0.00011801688,0.000036766,0.00008369167,0.000061014278,0.0015008736],"category_scores_gemma":[0.00008841181,0.000103581486,0.000053962387,0.00017995194,0.00031070033,0.00012882911,0.00014236568,0.000076330616,0.00004511806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010341874,0.0010925124,0.9855657,0.000062482635,0.00027206345,0.000015433685,0.000039837218,0.000052168645,0.00001692312,0.010212788,0.0008582317,0.0007776207],"study_design_scores_gemma":[0.0050678942,0.000541355,0.99147344,0.00014465446,0.00014991927,0.000004234044,0.00009811698,0.0000038574804,0.00008978331,0.0020275973,0.00024014601,0.00015902356],"about_ca_topic_score_codex":0.00027404234,"about_ca_topic_score_gemma":0.00019760583,"teacher_disagreement_score":0.008185191,"about_ca_system_score_codex":0.00006238454,"about_ca_system_score_gemma":0.00012453018,"threshold_uncertainty_score":0.9994119},"labels":[],"label_agreement":null},{"id":"W4200168834","doi":"10.1093/ofid/ofab466.342","title":"140. Variations in Rates of Antimicrobial Use in Primary Care, in Relation to the Presence of Chronic Diseases, Québec, Canada, 2014-2017","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère de la Santé et des Services Sociaux (Québec); Université de Montréal; Université Laval; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Antimicrobial; Poisson regression; Medical prescription; Cohort; Pediatrics; COPD; Diabetes mellitus; Internal medicine; Environmental health; Population","score_opus":0.006313961094253029,"score_gpt":0.22912231613301276,"score_spread":0.22280835503875973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200168834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863081,0.010154975,0.000034833174,0.0009672406,0.000351809,0.0007397654,0.00059892243,0.000007165526,0.00083717576],"genre_scores_gemma":[0.9986318,0.00040167157,0.0000072745706,0.00019453718,0.000007635484,0.000020305268,0.00028883194,0.000008843599,0.0004391153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889725,0.00023510709,0.00035255484,0.00024183457,0.000041295847,0.00023195033],"domain_scores_gemma":[0.9991759,0.0002528924,0.00013846657,0.00032373474,0.000086318825,0.000022700615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006489612,0.00011143437,0.0002814607,0.00009696907,0.000094101095,0.00002118016,0.00025273167,0.000076571916,0.00008570147],"category_scores_gemma":[0.00022782007,0.00009362576,0.000045386027,0.00032696762,0.000091298105,0.00020437146,0.00022283616,0.00012314453,0.000008690811],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016163965,0.00042127093,0.97866577,0.000111779795,0.000042184027,0.000018400564,0.00020152591,0.0015018729,0.0042014387,0.0004836432,0.013854104,0.00033634994],"study_design_scores_gemma":[0.0010933665,0.000051532625,0.99263793,0.00033638944,0.000033563447,0.00000409441,0.00017326712,0.000010376294,0.0022472579,0.000031009542,0.003265259,0.00011595821],"about_ca_topic_score_codex":0.72199506,"about_ca_topic_score_gemma":0.98694724,"teacher_disagreement_score":0.26495215,"about_ca_system_score_codex":0.00036580712,"about_ca_system_score_gemma":0.0031359615,"threshold_uncertainty_score":0.55630606},"labels":[],"label_agreement":null},{"id":"W4200320255","doi":"10.1016/j.jgar.2021.12.003","title":"A national, multicentre, web-based point prevalence survey of antimicrobial use and quality indices among hospitalised paediatric patients across South Africa","year":2021,"lang":"en","type":"article","venue":"Journal of Global Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; South African Medical Research Council; Saint Mary’s University; National Department of Health","keywords":"Medicine; Antimicrobial; Antimicrobial stewardship; Antibiotic resistance; Medical prescription; Population; Cloxacillin; Public health; Ampicillin; Environmental health; Intensive care medicine; Pediatrics; Family medicine; Antibiotics; Nursing","score_opus":0.019849467689270095,"score_gpt":0.2646962805899144,"score_spread":0.2448468129006443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200320255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920955,0.0034072052,0.000102431244,0.00011369658,0.0006918035,0.00021178364,0.003299623,0.000016435035,0.00006157252],"genre_scores_gemma":[0.9981494,0.00057064585,0.00069697027,0.0001566284,0.000037663325,5.581819e-7,0.00007160408,0.000017405784,0.00029915775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965454,0.00083032146,0.0013400324,0.00045551723,0.00028373604,0.00054504245],"domain_scores_gemma":[0.99462414,0.0004825935,0.0019426021,0.00026929207,0.0025905087,0.0000908674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011148078,0.00032908955,0.0007981836,0.000080143625,0.00025109618,0.000106646556,0.00040131246,0.0003358168,0.00003484309],"category_scores_gemma":[0.0024437662,0.00028927965,0.0002776789,0.0006751703,0.00069732737,0.0004642652,0.00015582121,0.00035751736,0.000009171977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002139516,0.0009247103,0.9401501,0.00063474727,0.00028923826,0.000031320356,0.00044410484,0.000037640584,0.04825906,0.000032255994,0.0070209224,0.000036377136],"study_design_scores_gemma":[0.0052435673,0.00009165412,0.97191703,0.00074382575,0.00011433195,0.000010373459,0.00010706468,0.00000313411,0.02108171,0.00000701758,0.0003620877,0.0003181746],"about_ca_topic_score_codex":0.0001293598,"about_ca_topic_score_gemma":0.0012916311,"teacher_disagreement_score":0.031766955,"about_ca_system_score_codex":0.00015543662,"about_ca_system_score_gemma":0.00075708696,"threshold_uncertainty_score":0.99995595},"labels":[],"label_agreement":null},{"id":"W4200410160","doi":"10.1093/ofid/ofab466.319","title":"117. How Does Antimicrobial Stewardship Provider Role Affect Prospective Audit and Feedback Acceptance by the Attending Physician?","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Family medicine; Antimicrobial stewardship; Medical prescription; Pharmacist; Audit; Pharmacy; Odds ratio; Logistic regression; Emergency medicine; Nursing; Internal medicine; Antibiotics; Antibiotic resistance","score_opus":0.005040342862376342,"score_gpt":0.23155354076596732,"score_spread":0.22651319790359098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200410160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97079414,0.0101639,0.00009038243,0.00545049,0.0012050524,0.0015121232,0.0005191058,0.00015528708,0.010109507],"genre_scores_gemma":[0.98637754,0.00026630238,0.000008937686,0.0014897394,0.00008797598,0.000051015995,0.000102412996,0.00003474695,0.011581327],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984349,0.00024336629,0.0001605993,0.0005969218,0.00005406198,0.00051016244],"domain_scores_gemma":[0.9991458,0.00015519402,0.00016700279,0.00038975134,0.00009853004,0.000043702188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000882571,0.00028674223,0.000383915,0.000028117962,0.0009810065,0.00039437774,0.0003502889,0.00013822952,0.00018047198],"category_scores_gemma":[0.00009709712,0.00017875941,0.00013366879,0.00020693138,0.00049953896,0.00044711554,0.00048631246,0.00025362463,0.00009337155],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037709804,0.0011409789,0.46975502,0.00021700333,0.0012220411,0.000041473162,0.0005726477,0.0000049690593,0.2054001,0.0029268106,0.30915216,0.0091896895],"study_design_scores_gemma":[0.007989007,0.0006587458,0.27271518,0.0009101365,0.00096087786,0.00026266955,0.011470569,0.000008593271,0.582648,0.0046466757,0.11587912,0.001850445],"about_ca_topic_score_codex":0.00012907153,"about_ca_topic_score_gemma":0.00055677915,"teacher_disagreement_score":0.3772479,"about_ca_system_score_codex":0.00006619269,"about_ca_system_score_gemma":0.00013527404,"threshold_uncertainty_score":0.7545209},"labels":[],"label_agreement":null},{"id":"W4200432911","doi":"10.3390/antibiotics10121484","title":"Appropriateness of Outpatient Antibiotic Use in Seniors across Two Canadian Provinces","year":2021,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; University of Calgary; Western University; Sinai Health System; Lawson Health Research Institute; BC Centre for Disease Control; University of British Columbia","funders":"Lawson Health Research Institute; Canadian Institutes of Health Research; Schulich School of Medicine and Dentistry, Western University; University of British Columbia; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Medical prescription; Population; Antibiotics; Health care; Family medicine; Ambulatory care; Emergency medicine; Pediatrics; Environmental health; Nursing","score_opus":0.01506455306672186,"score_gpt":0.2531570667974052,"score_spread":0.23809251373068333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200432911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967477,0.0011660705,0.000052824893,0.00012973564,0.00090458494,0.00020299677,0.00013643688,0.000025027428,0.000634667],"genre_scores_gemma":[0.99706703,0.0002130885,0.00037678727,0.00013296645,0.0000193413,7.1442415e-8,0.000118644544,0.000023902569,0.002048193],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982047,0.00016694405,0.00048350776,0.00041586746,0.00006353326,0.00066542794],"domain_scores_gemma":[0.9990545,0.000098784425,0.00015696291,0.00044383726,0.00018774798,0.000058164565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022575697,0.00021282995,0.0004447532,0.00012152908,0.00014136054,0.00003283954,0.00022413759,0.00031610005,0.00005178242],"category_scores_gemma":[0.00016489592,0.00019048998,0.00010097734,0.0004328032,0.00034374432,0.0001274787,0.00009861859,0.000300047,0.000101173],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087326654,0.00059879216,0.86173666,0.00025613562,0.0001663967,0.00032431088,0.0016777165,0.0001074884,0.13050243,0.00206407,0.00031402166,0.0021646675],"study_design_scores_gemma":[0.0014542121,0.00012413217,0.21471441,0.00041359293,0.000045085137,0.000060942424,0.002693541,0.000029454202,0.7772076,0.00004187583,0.0028296025,0.00038554682],"about_ca_topic_score_codex":0.06111249,"about_ca_topic_score_gemma":0.36306882,"teacher_disagreement_score":0.64702225,"about_ca_system_score_codex":0.00009076948,"about_ca_system_score_gemma":0.00056514994,"threshold_uncertainty_score":0.94513965},"labels":[],"label_agreement":null},{"id":"W4200452605","doi":"10.51731/cjht.2021.222","title":"An Overview of Emerging Point-of-Care Tests for Differentiating Bacterial and Viral Infections","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Point-of-care testing; Antibiotic resistance; Intensive care medicine; Point of care; Antimicrobial stewardship; Medicine; Antibiotics; Psychological intervention; Antibiotic Stewardship; Health care; Diagnostic test; Stewardship (theology); Risk analysis (engineering); Immunology; Biology; Pediatrics; Pathology; Nursing; Microbiology","score_opus":0.03145847286048498,"score_gpt":0.3149869575421082,"score_spread":0.2835284846816232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200452605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81983393,0.1782436,0.000300253,0.0010060926,0.00044774468,0.000082907354,0.000060816183,0.000013736376,0.000010895723],"genre_scores_gemma":[0.9973629,0.0020506983,0.000522047,0.000027647315,0.000006268868,7.549818e-7,0.000012656015,0.000006082246,0.000010946703],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992081,0.00006402421,0.00041422798,0.000086946566,0.0000152081,0.00021148426],"domain_scores_gemma":[0.99920666,0.000065033804,0.0003915697,0.00012585423,0.00019307404,0.000017804276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015107414,0.000072816634,0.00033311272,0.00018823628,0.00018973758,0.0000071880595,0.00010967478,0.00014370371,0.00002490499],"category_scores_gemma":[0.00029248244,0.000062549254,0.000061320854,0.00010269576,0.0001815215,0.00006872664,0.000015537771,0.00016678369,2.7394304e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082180035,0.00013233503,0.075930685,0.003247856,0.0003861109,0.00002656854,0.0038299162,0.000007196436,0.22110751,0.009195075,0.00081899675,0.68523556],"study_design_scores_gemma":[0.006024371,0.0075724083,0.2208604,0.0076295906,0.0003318474,0.0011203476,0.07652416,0.000009418026,0.554299,0.009015174,0.115788795,0.00082449603],"about_ca_topic_score_codex":0.00048805485,"about_ca_topic_score_gemma":0.0045932857,"teacher_disagreement_score":0.68441105,"about_ca_system_score_codex":0.000040799114,"about_ca_system_score_gemma":0.0008065229,"threshold_uncertainty_score":0.25631613},"labels":[],"label_agreement":null},{"id":"W4200461906","doi":"10.3138/jammi-2021-0020","title":"Antibiotic prescribing patterns among patients admitted to an academic teaching hospital for COVID-19 during the first wave of the pandemic in Toronto: A retrospective, controlled study","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Retrospective cohort study; Pneumonia; Odds ratio; Community-acquired pneumonia; Antibiotics; Logistic regression; Guideline; Internal medicine; Emergency department; Coronavirus disease 2019 (COVID-19); Medical record; Concordance; Pandemic; Pediatrics; Disease; Infectious disease (medical specialty)","score_opus":0.004547717593352212,"score_gpt":0.23835487502949362,"score_spread":0.23380715743614142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200461906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956501,0.00060774037,0.000013361473,0.0018951095,0.0010628013,0.0006473468,0.00011345572,0.0000033417725,0.000006754567],"genre_scores_gemma":[0.99904704,0.000099440425,6.9824415e-7,0.00070523913,0.000046118203,0.0000038340536,0.000005845864,0.000007023282,0.00008474385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979683,0.0008644688,0.0006481265,0.00016664482,0.00013139591,0.00022104158],"domain_scores_gemma":[0.9980306,0.0005597977,0.0009416788,0.00016878989,0.0002123062,0.00008684542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011878448,0.00012252801,0.00045482087,0.000029806444,0.00034326053,0.0000066780226,0.00031485915,0.00022316266,0.000029446368],"category_scores_gemma":[0.0064862887,0.00006591419,0.00014816847,0.00008646278,0.000109721455,0.0000640593,0.00013807211,0.0006211589,5.069889e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032972984,0.00032935824,0.9949648,0.000050591327,0.00040160122,0.000003826594,0.00074167043,0.000015210445,0.0025156613,0.000021489466,0.0005833721,0.000042737684],"study_design_scores_gemma":[0.0068681985,0.00021154662,0.99066406,0.00022059021,0.00017937942,0.00001232949,0.0011373836,0.000005064102,0.00041841352,0.000017099152,0.00018976224,0.000076158045],"about_ca_topic_score_codex":0.02553583,"about_ca_topic_score_gemma":0.49046358,"teacher_disagreement_score":0.46492776,"about_ca_system_score_codex":0.00094558584,"about_ca_system_score_gemma":0.0009651668,"threshold_uncertainty_score":0.9809532},"labels":[],"label_agreement":null},{"id":"W4200471092","doi":"10.1093/ofid/ofab466.988","title":"792. Outbreak of Multidrug-resistant <i>Pseudomonas aeruginosa</i> in a Tertiary Healthcare System in Detroit","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakeshore General Hospital","funders":"","keywords":"Pseudomonas aeruginosa; Medicine; Outbreak; Multiple drug resistance; Antibiotic resistance; Epidemiology; Antimicrobial; Antibiotics; Drug resistance; Infection control; Microbiology; Intensive care medicine; Internal medicine; Virology; Biology; Bacteria","score_opus":0.006352822735447208,"score_gpt":0.2426592570574656,"score_spread":0.2363064343220184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200471092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786858,0.0127460165,0.000027356376,0.0006938255,0.00052238506,0.00074570253,0.00034256515,0.00007064205,0.006165726],"genre_scores_gemma":[0.9986057,0.00016554743,0.000022259757,0.00036787527,0.000012444897,0.00004379006,0.00013839365,0.000024932024,0.00061902305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980194,0.00034939597,0.0005955282,0.00046401672,0.000059058773,0.00051259884],"domain_scores_gemma":[0.99908143,0.00013631185,0.000189276,0.0004424619,0.00009559938,0.000054924116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014745191,0.00022578186,0.0005813506,0.00016464178,0.00013429142,0.000034197863,0.00032344493,0.00019954257,0.00007755775],"category_scores_gemma":[0.00008624143,0.00020892183,0.00013803024,0.00038183585,0.00014066556,0.00017080418,0.00034318623,0.00022802317,0.00008102452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034179978,0.0009445424,0.97142595,0.0005460404,0.00010440615,0.00032658005,0.00020717611,0.000019666511,0.020142475,0.0035367142,0.0011757467,0.0012289118],"study_design_scores_gemma":[0.009118087,0.00033233964,0.9194165,0.0033048203,0.00012733556,0.00023800724,0.006735086,0.000026784734,0.054835506,0.00063310907,0.004444914,0.0007875084],"about_ca_topic_score_codex":0.0070569417,"about_ca_topic_score_gemma":0.015932003,"teacher_disagreement_score":0.052009437,"about_ca_system_score_codex":0.00018419966,"about_ca_system_score_gemma":0.0003526804,"threshold_uncertainty_score":0.9995552},"labels":[],"label_agreement":null},{"id":"W4200476360","doi":"10.9778/cmajo.20200274","title":"The 2018 Global Point Prevalence Survey of antimicrobial consumption and resistance in 47 Canadian hospitals: a cross-sectional survey","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Antimicrobial; Cross-sectional study; Medical prescription; Antibiotic resistance; Family medicine; Pharmacist; Emergency medicine; Pharmacy; Antibiotics; Nursing","score_opus":0.031560995632607516,"score_gpt":0.30401209564261167,"score_spread":0.27245110001000417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200476360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98868835,0.0081681255,0.00001120649,0.00012831281,0.0005055109,0.00026844983,0.0013575843,0.000004594209,0.00086783635],"genre_scores_gemma":[0.9951976,0.0011986704,0.00005190304,0.00007592417,0.000006078415,0.0000030425076,0.00017388849,0.000005863811,0.0032870248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841005,0.0006169614,0.0003222562,0.00032787057,0.000033224027,0.00028966775],"domain_scores_gemma":[0.99908155,0.00027986185,0.000116589574,0.00027877718,0.00021053119,0.000032700038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014137842,0.000108725035,0.00021090977,0.000022358654,0.000290688,0.000100037934,0.00035172573,0.00017180668,0.00015189449],"category_scores_gemma":[0.00048562922,0.00008871907,0.000025918871,0.0001798338,0.000552808,0.00011757816,0.0001742143,0.00013995082,0.00005257556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024315968,0.000029078354,0.99432576,0.000044235603,0.000045425426,0.000008504458,0.00004544378,6.7932183e-7,0.0015455515,0.00043441603,0.0032157246,0.00006205005],"study_design_scores_gemma":[0.0006347284,0.000016516573,0.996854,0.00009266928,0.0000042257966,0.000019618294,0.000018777802,3.9312417e-7,0.0013467323,0.000079140904,0.0008224571,0.00011071073],"about_ca_topic_score_codex":0.23488574,"about_ca_topic_score_gemma":0.94112706,"teacher_disagreement_score":0.7062413,"about_ca_system_score_codex":0.00009506878,"about_ca_system_score_gemma":0.0005852323,"threshold_uncertainty_score":0.7702092},"labels":[],"label_agreement":null},{"id":"W4200536891","doi":"10.1093/ofid/ofab466.419","title":"217. Antimicrobial Activity of Dalbavancin against Gram-Positive Bacteria Isolated from Patients Hospitalized with Bacteremia in United States and European Medical Centers: Results from the International Dalbavancin Evaluation of Activity (IDEA) Program (2018-202)","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dalbavancin; Medicine; Broth microdilution; Enterococcus faecium; Teicoplanin; Microbiology; Bacteremia; Internal medicine; Antimicrobial; Minimum inhibitory concentration; Antibiotics; Vancomycin; Staphylococcus aureus; Biology; Bacteria","score_opus":0.008718277267917005,"score_gpt":0.2505035499939312,"score_spread":0.2417852727260142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200536891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99394774,0.000089354886,0.000037603444,0.00035673304,0.00038226548,0.0008333823,0.003909114,0.000026690766,0.00041708618],"genre_scores_gemma":[0.9916471,0.00026795178,0.000029744884,0.00016403425,0.000015111641,0.000010246055,0.007821045,0.000022033399,0.000022713557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750656,0.0011544457,0.000422206,0.00047598788,0.00019125771,0.00024957204],"domain_scores_gemma":[0.99835783,0.00032297455,0.00050087395,0.0003345505,0.00043254826,0.000051198414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003636045,0.00022900112,0.0004143013,0.000062499596,0.0001293893,0.000077287004,0.00034477806,0.00013561443,0.00012955724],"category_scores_gemma":[0.00052092783,0.00016685533,0.00006995131,0.00024233757,0.00033717035,0.00030918207,0.00042149736,0.00023342876,0.0000054364327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067194407,0.004086859,0.87569577,0.000029263909,0.0011866821,0.000024795787,0.0007748988,0.000035654102,0.08820313,0.000007813369,0.0013950116,0.021840706],"study_design_scores_gemma":[0.010460318,0.00035896784,0.9490386,0.0008510571,0.00020249846,0.0000025347417,0.00016058378,0.00021240162,0.03820246,0.000033309738,0.00026946186,0.00020776437],"about_ca_topic_score_codex":0.0058795135,"about_ca_topic_score_gemma":0.0045948294,"teacher_disagreement_score":0.0733429,"about_ca_system_score_codex":0.000099434386,"about_ca_system_score_gemma":0.0002598236,"threshold_uncertainty_score":0.8888105},"labels":[],"label_agreement":null},{"id":"W4200574557","doi":"10.1093/ofid/ofab466.351","title":"149. Impact of Stewardship on Antibiotic Utilization Rates During the COVID-19 Pandemic: Successes and Challenges in a Regional Hospital","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Quarter (Canadian coin); Antimicrobial stewardship; Psychological intervention; Piperacillin; Antibiotics; Antibiotic Stewardship; Coronavirus disease 2019 (COVID-19); Levofloxacin; Health care; Emergency medicine; Intensive care medicine; Antibiotic resistance; Internal medicine; Nursing; Infectious disease (medical specialty); Microbiology","score_opus":0.058903336736490126,"score_gpt":0.3308904888723399,"score_spread":0.2719871521358498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200574557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9642455,0.03355821,0.0000029285309,0.0011033346,0.00010316935,0.00029040602,0.0000642674,0.000026191403,0.0006060246],"genre_scores_gemma":[0.98228383,0.017288666,8.5149554e-7,0.00015257996,0.000010228859,0.0000053884414,0.000055252844,0.000011551608,0.00019165657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990267,0.00021976889,0.00019285725,0.00029076746,0.000038415255,0.00023146835],"domain_scores_gemma":[0.99927634,0.0002830369,0.00012526882,0.00021901766,0.00005558649,0.000040751034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010736351,0.00014749302,0.00025760868,0.00006782867,0.00024472867,0.0000422294,0.00016811395,0.000106778076,0.00010333046],"category_scores_gemma":[0.00030093934,0.00009862862,0.00008300513,0.00016209192,0.00024192277,0.00014112328,0.00015704875,0.00011261528,0.000007889294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021601749,0.0005177077,0.99415165,0.00018923332,0.0001704607,0.000020004676,0.0002706627,0.00005252428,0.001686873,0.0015804861,0.00035611546,0.00078824133],"study_design_scores_gemma":[0.0017118832,0.00037998473,0.9919601,0.00018453332,0.000045814213,0.00010931259,0.001334595,0.0000016898251,0.0023305346,0.00079611683,0.0009727731,0.00017267006],"about_ca_topic_score_codex":0.0006343552,"about_ca_topic_score_gemma":0.0015300112,"teacher_disagreement_score":0.018038353,"about_ca_system_score_codex":0.000073364885,"about_ca_system_score_gemma":0.00025447184,"threshold_uncertainty_score":0.4021958},"labels":[],"label_agreement":null},{"id":"W4205714483","doi":"10.1136/bmjgh-2021-007456","title":"Prescribing practices for presumptive TB among private general practitioners in South Africa: a cross-sectional, standardised patient study","year":2022,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Centre for Global Health Research; McGill University Health Centre; McGill University; Queen's University","funders":"McGill University Health Centre; McGill University; Human Sciences Research Council; Bill and Melinda Gates Foundation","keywords":"Cross-sectional study; Medicine; Family medicine; Public health; Environmental health; Pediatrics; Nursing; Pathology","score_opus":0.05013833092195546,"score_gpt":0.3836731985718621,"score_spread":0.33353486764990664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205714483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917411,0.001486351,0.00028880668,0.00021581548,0.0009506172,0.0035142042,0.0012267593,0.00006399435,0.000512336],"genre_scores_gemma":[0.9982388,0.000014513508,0.00027372813,0.00019848153,0.000047728503,0.00038060432,0.0001532769,0.000014323562,0.0006785353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737996,0.0007376626,0.00061205873,0.00054418354,0.00016312755,0.000562983],"domain_scores_gemma":[0.9984542,0.000122254,0.0010263959,0.00025388348,0.00009395831,0.000049281614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010639968,0.00018225203,0.00031682075,0.000074126634,0.0009847612,0.00004432172,0.00019127093,0.00008719981,0.00009304139],"category_scores_gemma":[0.00023570388,0.00017168146,0.000091974354,0.00026040414,0.00011749624,0.00020033061,0.0001879578,0.00033164825,0.000011405744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049445936,0.0019250469,0.96814597,0.00011108682,0.0003435766,0.000031163476,0.013568918,0.002189223,0.00024235467,0.0013510126,0.006696673,0.0004503778],"study_design_scores_gemma":[0.0057083284,0.0029654002,0.93937725,0.000053620737,0.000039142848,0.00003324058,0.02049397,0.000100850215,0.00010593077,0.00025916463,0.03048724,0.00037586366],"about_ca_topic_score_codex":0.0009214284,"about_ca_topic_score_gemma":0.0004987643,"teacher_disagreement_score":0.028768724,"about_ca_system_score_codex":0.00080563326,"about_ca_system_score_gemma":0.0006129437,"threshold_uncertainty_score":0.7574086},"labels":[],"label_agreement":null},{"id":"W4206028649","doi":"10.1093/jacamr/dlac005","title":"Survey of infectious diseases providers reveals variability in duration of antibiotic therapy for the treatment of Gram-negative bloodstream infections","year":2022,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Bloodstream infection; Antibiotics; Internal medicine; Duration (music); Pediatrics","score_opus":0.014208324231236334,"score_gpt":0.25898595250776285,"score_spread":0.24477762827652652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206028649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993751,0.0020643738,0.00040546004,0.00014265087,0.00037153898,0.001580192,0.0015971327,0.000018735887,0.000068928784],"genre_scores_gemma":[0.9981571,0.0010887766,0.000069822316,0.000022289516,0.000009980591,0.00004410791,0.00012750874,0.000016437874,0.0004639817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997666,0.000961378,0.00073246297,0.00033267,0.00006403771,0.0002434372],"domain_scores_gemma":[0.9962991,0.0023209783,0.0007007235,0.00043177532,0.00023433949,0.000013123237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065321213,0.00019142336,0.0005822224,0.00012452358,0.0002743333,0.000006190807,0.0001971303,0.0001000792,0.00005090624],"category_scores_gemma":[0.00061204645,0.00014313645,0.00021087678,0.0005641365,0.0005375492,0.00006160721,0.000030858937,0.000118633,7.8280146e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027651961,0.006252284,0.63234395,0.00038165602,0.000746379,0.0000012495792,0.0015361658,0.00039850886,0.35193065,0.00068655255,0.0011901923,0.001767181],"study_design_scores_gemma":[0.003991291,0.0013593491,0.75421906,0.00010973363,0.00016136748,0.0000028968248,0.00027022787,0.000011709119,0.23860314,0.00028959961,0.0007831022,0.00019849195],"about_ca_topic_score_codex":0.0032681038,"about_ca_topic_score_gemma":0.004691501,"teacher_disagreement_score":0.12187511,"about_ca_system_score_codex":0.00011990953,"about_ca_system_score_gemma":0.00024365982,"threshold_uncertainty_score":0.5836935},"labels":[],"label_agreement":null},{"id":"W4206212200","doi":"10.18203/2394-6040.ijcmph20220079","title":"Most common concurrent infections with COVID-19","year":2022,"lang":"en","type":"article","venue":"International Journal of Community Medicine and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Pseudomonas aeruginosa; Staphylococcus aureus; Antibiotics; Coinfection; Prospective cohort study; Intensive care medicine; Internal medicine; Immunology; Microbiology; Biology; Virus; Bacteria","score_opus":0.07972090133248072,"score_gpt":0.38253077720078493,"score_spread":0.3028098758683042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206212200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6470495,0.008684277,0.005117653,0.33402443,0.0025519964,0.00015499411,0.00007503883,0.00002931639,0.002312816],"genre_scores_gemma":[0.9812516,0.00097600697,0.000012093615,0.017428346,0.000079365236,0.0000015960076,0.00009548082,0.0000052196315,0.00015031213],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803853,0.0012173257,0.00039848883,0.000046768335,0.00014752276,0.00015138031],"domain_scores_gemma":[0.99846727,0.000573291,0.00044203957,0.00012200522,0.0002606466,0.00013472493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018082953,0.00008139143,0.00025366296,0.00026591218,0.00085055374,0.000012565757,0.00038747067,0.000030552143,0.0006542167],"category_scores_gemma":[0.00034267738,0.00005697425,0.000026056892,0.00017129678,0.00033403913,0.00008834117,0.00014000731,0.0011400526,0.0000019231788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008670003,0.0047555175,0.16907814,0.00026347666,0.0027761254,0.00015403493,0.062024258,0.00015006587,0.00078211003,0.06252133,0.54481965,0.1518083],"study_design_scores_gemma":[0.0029627767,0.0025119171,0.0053286776,0.00006588388,0.000016548805,0.0030662464,0.023830527,0.0000024614556,0.000007473263,0.0003415044,0.9617941,0.00007191995],"about_ca_topic_score_codex":0.0029535643,"about_ca_topic_score_gemma":0.0006128504,"teacher_disagreement_score":0.41697443,"about_ca_system_score_codex":0.0002014684,"about_ca_system_score_gemma":0.0010666903,"threshold_uncertainty_score":0.7163214},"labels":[],"label_agreement":null},{"id":"W4206476398","doi":"10.2196/26122","title":"Reversing the Antibiotic Resistance “Yelp Effect” Through the Use of Emotionally Framed Responses to Negative Reviews of Providers: Questionnaire Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Credibility; Resistance (ecology); Health care; Perception; Reputation; Psychology; Medicine","score_opus":0.0781585688993518,"score_gpt":0.38481448753810565,"score_spread":0.30665591863875385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206476398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855135,0.003981858,0.00026248596,0.004484705,0.00026167926,0.0050207716,0.00009241413,0.000021080728,0.00036150785],"genre_scores_gemma":[0.996638,0.00016470277,0.000113523165,0.00014791942,0.000017349861,0.00011169941,0.000008530845,0.000013520523,0.0027847642],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98940706,0.008940955,0.0005941398,0.00028574857,0.00036599516,0.0004060713],"domain_scores_gemma":[0.99543464,0.0031326173,0.0003472196,0.00065519114,0.00041067254,0.0000196735],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037969558,0.00017067224,0.00044721906,0.00016646071,0.0016441011,0.000029464218,0.0006777491,0.00007210848,0.00010263395],"category_scores_gemma":[0.0019915744,0.000092327355,0.00013690568,0.001167424,0.001057174,0.0002952266,0.00050931884,0.00095523073,0.000056135123],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022672411,0.004707964,0.021980964,0.0028689974,0.001817672,0.00004031393,0.5264795,0.00031700535,0.059634276,0.008407634,0.3421032,0.008970068],"study_design_scores_gemma":[0.005808137,0.016431917,0.4324256,0.005328115,0.00023936773,0.00006247897,0.14678073,0.000032348198,0.07105873,0.0016422936,0.31927034,0.00091993896],"about_ca_topic_score_codex":0.00024793606,"about_ca_topic_score_gemma":0.00015452529,"teacher_disagreement_score":0.41044462,"about_ca_system_score_codex":0.0001451499,"about_ca_system_score_gemma":0.00017681356,"threshold_uncertainty_score":0.9996556},"labels":[],"label_agreement":null},{"id":"W4206625608","doi":"10.1155/2000/467634","title":"Executive Summary","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Business","score_opus":0.0029697360711363487,"score_gpt":0.1964277643325014,"score_spread":0.19345802826136504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206625608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94557047,0.04605958,0.00003779473,0.00100542,0.0011640032,0.00008144474,0.00011580617,0.000014101558,0.005951372],"genre_scores_gemma":[0.99321413,0.0023193532,0.000004617094,0.001459985,0.00011733083,6.0727166e-7,0.000024158564,0.000009010635,0.0028508236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905044,0.00013251614,0.0003029327,0.00013990981,0.000017424505,0.00035678648],"domain_scores_gemma":[0.99925536,0.0001010276,0.0000914816,0.000086643864,0.000075081334,0.00039040938],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001298632,0.00012685286,0.00031147373,0.00013339301,0.00019027562,0.000010589858,0.00015121688,0.00029188185,0.006048213],"category_scores_gemma":[0.0001512603,0.00009468464,0.00011026706,0.00008016358,0.000805893,0.000045971414,0.000010012825,0.00032581596,0.000096593954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057709496,0.00045959867,0.23116603,0.00015994272,0.0018043135,0.0028699993,0.0011259663,0.0000073972797,0.025080713,0.0033077518,0.48917887,0.24426232],"study_design_scores_gemma":[0.0024453925,0.0006599358,0.019089725,0.00031442524,0.00016971801,0.008857657,0.00020889456,6.53391e-7,0.00053442555,0.00055278325,0.96689475,0.00027164063],"about_ca_topic_score_codex":0.0018147315,"about_ca_topic_score_gemma":0.004125562,"teacher_disagreement_score":0.47771588,"about_ca_system_score_codex":0.000046405003,"about_ca_system_score_gemma":0.00096233556,"threshold_uncertainty_score":0.9948604},"labels":[],"label_agreement":null},{"id":"W4206898348","doi":"10.1016/j.jsps.2022.01.013","title":"Patterns of antibiotic use, knowledge, and perceptions among different population categories: A comprehensive study based in Arabic countries","year":2022,"lang":"en","type":"article","venue":"Saudi Pharmaceutical Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medical prescription; Medicine; Family medicine; Pharmacy; Health care; Health professionals; Population; Antibiotics; Cross-sectional study; Arabic; Environmental health; Nursing; Geography","score_opus":0.027227197046075912,"score_gpt":0.3134777795788252,"score_spread":0.2862505825327493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206898348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969744,0.0018816618,0.00017411227,0.000114642746,0.00046835668,0.00030875433,0.000050416158,0.0000139229,0.00001374321],"genre_scores_gemma":[0.9993996,0.00031006764,0.000007867668,0.00008272169,0.000022687373,0.0000034242985,0.000027865382,0.00001258473,0.00013315571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983419,0.00065796095,0.0004279791,0.00020611801,0.00008625993,0.000279785],"domain_scores_gemma":[0.9993733,0.00023349575,0.0001519054,0.00011036953,0.00008396744,0.00004695305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017588286,0.00015993195,0.00034636338,0.00020578805,0.0004285111,0.000025675614,0.00012868182,0.00006682942,0.0006942717],"category_scores_gemma":[0.000022595661,0.00013078532,0.000068213194,0.00014128056,0.00017136362,0.000101191064,0.00011420954,0.0007389572,0.0000060041493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025697754,0.0010028607,0.9876887,0.0000751827,0.00011911862,0.000034798333,0.0013377091,0.00007895224,0.00886726,0.00008973104,0.00009538158,0.00035333267],"study_design_scores_gemma":[0.0025807673,0.000311198,0.99087834,0.00007644887,0.00011661275,0.00008952185,0.004434016,0.00013149536,0.0007124349,0.000033750384,0.00049277797,0.0001426129],"about_ca_topic_score_codex":0.000121599754,"about_ca_topic_score_gemma":0.00020521367,"teacher_disagreement_score":0.008154825,"about_ca_system_score_codex":0.0000975933,"about_ca_system_score_gemma":0.000047039943,"threshold_uncertainty_score":0.76017886},"labels":[],"label_agreement":null},{"id":"W4206931034","doi":"10.1186/s13756-022-01059-1","title":"Dimensions of poverty as risk factors for antimicrobial resistant organisms in Canada: a structured narrative review","year":2022,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary; Alberta Health Services","funders":"University of Calgary","keywords":"Medicine; Poverty; Medical microbiology; MEDLINE; Univariate analysis; Demography; Environmental health; Internal medicine; Multivariate analysis; Biology; Immunology","score_opus":0.01140265676482406,"score_gpt":0.25535293153094984,"score_spread":0.2439502747661258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206931034","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029999155,0.9894458,0.000052003357,0.000112919945,0.0012682133,0.002801243,0.0031866594,0.000032366515,0.000100845],"genre_scores_gemma":[0.011490733,0.9862571,0.000024394412,0.0005714631,0.00003660803,0.00006298673,0.00067618326,0.000072503084,0.00080808054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960055,0.00082967005,0.0015352506,0.0008809641,0.000111654386,0.00063696486],"domain_scores_gemma":[0.99667704,0.00101345,0.0016007391,0.0004941557,0.00015628974,0.000058336882],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044314718,0.0007378976,0.0032406002,0.00026985497,0.00065387733,0.000020497506,0.0002957349,0.00046901923,0.00039722168],"category_scores_gemma":[0.00069608487,0.0005408892,0.00059857505,0.0005850122,0.00022643877,0.00011742446,0.000101239224,0.0009150969,0.000005730925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005370744,0.0012804449,0.0021603361,0.24662222,0.010358442,0.00015294824,0.00196532,0.000027413296,0.024280531,0.0014392936,0.6114432,0.09489906],"study_design_scores_gemma":[0.0019112941,0.0001606965,0.00014535118,0.01768738,0.0016754781,0.00003081631,0.00011226441,2.6594125e-7,0.0006510199,0.00001995801,0.9769567,0.00064873183],"about_ca_topic_score_codex":0.22252475,"about_ca_topic_score_gemma":0.5891491,"teacher_disagreement_score":0.36662436,"about_ca_system_score_codex":0.00063920254,"about_ca_system_score_gemma":0.0032008672,"threshold_uncertainty_score":0.99970424},"labels":[],"label_agreement":null},{"id":"W4207011026","doi":"10.1093/jac/dkac028","title":"Global consumption of antimicrobials: impact of the WHO Global Action Plan on Antimicrobial Resistance and 2019 coronavirus pandemic (COVID-19)","year":2022,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Antimicrobial; Antibiotic resistance; Medicine; Consumption (sociology); Action plan; Population; Defined daily dose; Antibiotics; Environmental health; Coronavirus disease 2019 (COVID-19); Internal medicine; Biology; Medical prescription; Microbiology; Infectious disease (medical specialty); Pharmacology","score_opus":0.04390081301588254,"score_gpt":0.33822714352567845,"score_spread":0.2943263305097959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207011026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943162,0.0018017993,0.000183022,0.00088677567,0.0010662363,0.00032197105,0.0013278758,0.000018417984,0.00007768728],"genre_scores_gemma":[0.9953703,0.0029075458,0.000102432525,0.0011697663,0.000067460496,5.2689177e-7,0.000024372777,0.00002210344,0.0003354793],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99764454,0.0005010263,0.0009827514,0.00032346713,0.00016304152,0.0003851864],"domain_scores_gemma":[0.9974408,0.00014021146,0.001837978,0.00035864292,0.0001553923,0.00006698868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065407576,0.00033244392,0.0008331215,0.00011995814,0.00040705013,0.000020713898,0.0005981012,0.00026323902,0.00029346402],"category_scores_gemma":[0.000075410506,0.00024505807,0.0005551302,0.00038299948,0.000704288,0.00013415705,0.00012863141,0.000489877,0.0000044595904],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0083852885,0.00051259995,0.12412913,0.00016838776,0.0006521141,0.0000105951785,0.00030053282,0.0005699232,0.8002119,0.000108253626,0.06428471,0.0006665628],"study_design_scores_gemma":[0.026388202,0.0027966904,0.5393664,0.0014145562,0.0006023706,0.0055579795,0.00046386963,0.000008278908,0.38936907,0.00036761805,0.032433644,0.001231298],"about_ca_topic_score_codex":0.00032319708,"about_ca_topic_score_gemma":0.00013981422,"teacher_disagreement_score":0.4152373,"about_ca_system_score_codex":0.00059365894,"about_ca_system_score_gemma":0.0006887507,"threshold_uncertainty_score":0.9993178},"labels":[],"label_agreement":null},{"id":"W4210332097","doi":"10.1093/jacamr/dlac012","title":"The feasibility and generalizability of assessing the appropriateness of antimicrobial prescribing in hospitals: a review of the Australian National Antimicrobial Prescribing Survey","year":2022,"lang":"en","type":"review","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Royal Melbourne Hospital; Public Health Agency of Canada; National Health and Medical Research Council; Australian Commission on Safety and Quality in Health Care","keywords":"Generalizability theory; Medicine; Antimicrobial; Family medicine; Psychology; Microbiology","score_opus":0.07766631296516817,"score_gpt":0.33892547732592204,"score_spread":0.26125916436075386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210332097","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034284245,0.95860946,0.000015316427,0.00039445073,0.00130933,0.0033389071,0.0018564455,0.000021758595,0.00017010212],"genre_scores_gemma":[0.03671591,0.961785,0.00015219927,0.0001280731,0.000050632898,0.000036086472,0.00026011007,0.00007720967,0.0007947539],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98803955,0.006250122,0.0033277862,0.0011742839,0.0003927865,0.00081545004],"domain_scores_gemma":[0.9916729,0.0023661684,0.0036647634,0.0016925018,0.0005667213,0.00003698236],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007731302,0.00080926646,0.0030882184,0.00016310926,0.0008799458,0.00008031295,0.0023062956,0.00061431096,0.00006702089],"category_scores_gemma":[0.00290124,0.00046827766,0.0010829361,0.0014307766,0.0028750694,0.00020416344,0.0010182626,0.0014842302,0.0000022413221],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016718612,0.0032097045,0.031345423,0.718856,0.0042617787,0.000022794373,0.001567184,0.00007247822,0.085658856,0.0019588072,0.09998754,0.051387608],"study_design_scores_gemma":[0.0028397173,0.00012720609,0.03459662,0.24205643,0.0024086412,0.00015486463,0.00019180273,0.0000031507311,0.01892052,0.000096684904,0.6965004,0.0021039313],"about_ca_topic_score_codex":0.0009782874,"about_ca_topic_score_gemma":0.0010748211,"teacher_disagreement_score":0.5965129,"about_ca_system_score_codex":0.00033186423,"about_ca_system_score_gemma":0.0017358781,"threshold_uncertainty_score":0.99983853},"labels":[],"label_agreement":null},{"id":"W4210639564","doi":"10.1007/978-3-030-84126-3","title":"Emerging Modalities in Mitigation of Antimicrobial Resistance","year":2022,"lang":"en","type":"book","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Modalities; Scalability; Enhanced Data Rates for GSM Evolution; Antimicrobial; Antibiotic resistance; Resistance (ecology); Sustainability; Computer science; Biology; Artificial intelligence; Microbiology; Ecology; Sociology; Social science; Antibiotics; Operating system","score_opus":0.0068015672571302595,"score_gpt":0.21550534210983507,"score_spread":0.2087037748527048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210639564","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008382797,0.009447273,0.00005127375,0.00028446232,0.0009878206,0.00030386038,0.00022729253,0.000054579752,0.98026067],"genre_scores_gemma":[0.035276026,0.0005172404,0.00007716714,0.000087640234,0.000024561417,0.000003138687,0.00050345407,0.00002506609,0.9634857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887484,0.000097055476,0.00046961947,0.00028876113,0.00004381015,0.00022594012],"domain_scores_gemma":[0.9993606,0.00008046024,0.00025884202,0.00025621886,0.000037666945,0.0000061975893],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016517156,0.00018966194,0.00045144107,0.00021333451,0.00008712778,0.000003719058,0.00022618243,0.00034087992,0.0037524311],"category_scores_gemma":[0.000015641335,0.00018710054,0.00012007685,0.00007980049,0.0002414707,0.000040247225,0.000094867704,0.00043620222,0.00005303923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044722084,0.00018344118,0.000448765,0.001892573,0.00042354336,0.000045926638,0.0019123624,0.00003316014,0.08349893,0.13839418,0.772213,0.000506927],"study_design_scores_gemma":[0.0011651049,0.00004578374,0.000325064,0.0011501305,0.00007331214,0.000010355744,0.00061735674,6.7809196e-7,0.035191737,0.003731156,0.95715487,0.0005344781],"about_ca_topic_score_codex":0.000063370266,"about_ca_topic_score_gemma":0.00047061933,"teacher_disagreement_score":0.18494187,"about_ca_system_score_codex":0.00011390544,"about_ca_system_score_gemma":0.0002783012,"threshold_uncertainty_score":0.9971583},"labels":[],"label_agreement":null},{"id":"W4210681105","doi":"10.17269/s41997-021-00600-w","title":"Integrated surveillance of antimicrobial resistance and antimicrobial use: Evaluation of the status in Canada (2014–2019)","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; Public Health Ontario; Alberta Health; University of Alberta","funders":"Public Health Agency of Canada","keywords":"Prioritization; Antimicrobial stewardship; Business; Health surveillance; Corporate governance; Antibiotic resistance; Environmental health; Medicine; Process management; Finance","score_opus":0.028711971505613477,"score_gpt":0.24496954527107964,"score_spread":0.21625757376546617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210681105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878915,0.0059207715,0.0000146798675,0.0042058183,0.001024252,0.00019486474,0.0007019261,0.0000010252757,0.000045160516],"genre_scores_gemma":[0.99900866,0.00030381468,0.000038650727,0.0004252091,0.00001018147,5.1240113e-7,0.000029266266,0.000008915766,0.00017477745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969866,0.0014798571,0.000710438,0.0001364809,0.00013085685,0.00055571966],"domain_scores_gemma":[0.9983076,0.00011419395,0.0007797347,0.00019720929,0.00044004194,0.00016120642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002718486,0.00010232662,0.0003852815,0.00024217449,0.00022395354,0.000011389878,0.0002849082,0.00005491187,0.0001918433],"category_scores_gemma":[0.0005202425,0.00008218896,0.00004692503,0.00042715162,0.0002371319,0.00009012491,0.00003086966,0.000445721,3.1406103e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100660334,0.00006237281,0.82291496,0.00014668568,0.00014198072,0.000014362959,0.0015460573,0.00022101357,0.01023481,0.0003561229,0.15963921,0.004621782],"study_design_scores_gemma":[0.002182908,0.000091706286,0.91098803,0.00021021895,0.00001784025,0.00013084112,0.0018904988,0.000012677506,0.0013447292,0.000016585023,0.08295854,0.00015544395],"about_ca_topic_score_codex":0.93506247,"about_ca_topic_score_gemma":0.996828,"teacher_disagreement_score":0.088073075,"about_ca_system_score_codex":0.001630466,"about_ca_system_score_gemma":0.06046318,"threshold_uncertainty_score":0.94486314},"labels":[],"label_agreement":null},{"id":"W4210710416","doi":"10.47988/janany.91819423.1.1","title":"Nursing and Antimicrobial Stewardship:An Unacknowledged and Underutilized Focal Point","year":2021,"lang":"en","type":"article","venue":"Journal of the American Nurses Association - New York","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Nursing; Antimicrobial stewardship; Medicine; Stewardship (theology); Health care; Inclusion (mineral); Nurse education; MEDLINE; Psychology; Political science; Antibiotic resistance; Psychological intervention","score_opus":0.012142676514474203,"score_gpt":0.2688061808321324,"score_spread":0.2566635043176582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210710416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98862576,0.0032347618,0.00018225014,0.005830796,0.0016520327,0.000059606395,0.000006592633,0.000011859979,0.00039631253],"genre_scores_gemma":[0.99338025,0.000386999,0.00038647722,0.00048823122,0.00016094442,9.062044e-8,0.000002398794,0.000012176328,0.005182442],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99885213,0.00042324944,0.00031165907,0.00013976426,0.00006952542,0.00020365368],"domain_scores_gemma":[0.9986402,0.00018456658,0.0008615079,0.00013098314,0.00013440801,0.00004834755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025249892,0.00011413825,0.00037286655,0.000044989767,0.00021103205,0.000047454403,0.00012653675,0.00009384994,0.000032143198],"category_scores_gemma":[0.00028874006,0.00008164435,0.0001142879,0.00016058395,0.00025855543,0.00009123177,0.000030511696,0.00030746945,0.0000053190643],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012534789,0.0009067007,0.141233,0.00003770615,0.0015947816,0.00002604032,0.007456361,0.000017900895,0.6187125,0.0011820736,0.16184326,0.065736204],"study_design_scores_gemma":[0.008739924,0.0012430999,0.7756323,0.0015041515,0.0013764893,0.0014703957,0.018043604,0.000021101983,0.15005349,0.004267269,0.03692077,0.0007273725],"about_ca_topic_score_codex":0.00004874258,"about_ca_topic_score_gemma":0.00010535725,"teacher_disagreement_score":0.63439935,"about_ca_system_score_codex":0.00015622457,"about_ca_system_score_gemma":0.0002521886,"threshold_uncertainty_score":0.332936},"labels":[],"label_agreement":null},{"id":"W4210821419","doi":"","title":"One Health and antimicrobial stewardship: Where to go from here?","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Antimicrobial; Medicine; Business; Microbiology; Political science; Antibiotic resistance; Biology; Antibiotics; Law","score_opus":0.016227543147455867,"score_gpt":0.21116906429675214,"score_spread":0.19494152114929628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210821419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97349435,0.013644211,0.000052127998,0.0099223275,0.0009341975,0.0006592627,0.00028440586,0.000078004035,0.0009311418],"genre_scores_gemma":[0.9872405,0.00021806071,0.00009483879,0.003044655,0.00004882961,0.00009402237,0.00008148603,0.000015597088,0.00916203],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888206,0.00018170266,0.000178696,0.00030392525,0.00003495468,0.00041868072],"domain_scores_gemma":[0.9996112,0.00004265894,0.00006732852,0.0001967985,0.000012043767,0.00006997322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019656317,0.00010126321,0.00023736471,0.000049528557,0.00034898866,0.00001364645,0.00016513413,0.000062705716,0.00024900376],"category_scores_gemma":[0.000018510167,0.000104081184,0.000036512436,0.0001080578,0.00006710404,0.00002969291,0.00022307213,0.00023571713,0.00013123613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001875294,0.001196881,0.045502927,0.0002281924,0.0009918592,0.00003578343,0.0054442664,0.000015550206,0.046043817,0.0015814549,0.5429232,0.35416073],"study_design_scores_gemma":[0.0022887161,0.00022689292,0.3429369,0.000040241597,0.00003889042,0.000032703832,0.0015162608,3.6158616e-7,0.008505123,0.00016246077,0.643818,0.00043343013],"about_ca_topic_score_codex":0.00052483374,"about_ca_topic_score_gemma":0.0002544365,"teacher_disagreement_score":0.3537273,"about_ca_system_score_codex":0.00006131522,"about_ca_system_score_gemma":0.000052979613,"threshold_uncertainty_score":0.42443076},"labels":[],"label_agreement":null},{"id":"W4210847079","doi":"10.1097/inf.0000000000003355","title":"Antimicrobial Stewardship and Infection Prevention and Control in Low- and Middle-income Countries: Current Status and Best Practices","year":2022,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Infection control; Antibiotic resistance; Antimicrobial; Best practice; Health care; Limiting; Respiratory infection; Stewardship (theology)","score_opus":0.01081923959521946,"score_gpt":0.26026225947918397,"score_spread":0.2494430198839645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210847079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95850015,0.040122777,0.00005276423,0.00024809915,0.00066827826,0.00031972126,0.000050149665,0.000017283603,0.000020769463],"genre_scores_gemma":[0.95951194,0.040182956,0.0000021368282,0.00006741494,0.0001285567,0.000009027312,0.00000474997,0.000010889836,0.00008233087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855524,0.0005671192,0.0002921348,0.00021971861,0.000067521345,0.0002982647],"domain_scores_gemma":[0.9990351,0.0002767688,0.0004685805,0.000088089,0.000049098682,0.000082359904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006502193,0.00015885006,0.00020921005,0.00020381574,0.0010132663,0.00010674068,0.00004707884,0.000061697734,0.000048888145],"category_scores_gemma":[0.00016157467,0.00012193325,0.000036486203,0.00014483187,0.00019277417,0.00022501024,0.000113239534,0.0006490455,0.0000035807086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045467907,0.00025782146,0.99748987,0.000378497,0.00007027459,0.000015527128,0.00049105653,0.000021199588,0.00010794954,0.000056331366,0.000051840245,0.00060496386],"study_design_scores_gemma":[0.0061837807,0.0006293764,0.9873171,0.00020114955,0.0008893118,0.0013360758,0.00037531464,0.000050200753,0.0000110060555,0.0007743888,0.0019242096,0.00030807135],"about_ca_topic_score_codex":0.0001754132,"about_ca_topic_score_gemma":0.00010717302,"teacher_disagreement_score":0.010172745,"about_ca_system_score_codex":0.00006431438,"about_ca_system_score_gemma":0.00017965541,"threshold_uncertainty_score":0.77933276},"labels":[],"label_agreement":null},{"id":"W4211038882","doi":"10.3390/antibiotics11020212","title":"Contribution of Governance and Socioeconomic Factors to the P. aeruginosa MDR in Europe","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Georgian College","funders":"","keywords":"Pooling; Corporate governance; Panel data; Language change; Antibiotic resistance; Pseudomonas aeruginosa; Socioeconomic status; Business; Medicine; Environmental health; Computer science; Antibiotics; Econometrics; Economics; Biology; Artificial intelligence; Microbiology","score_opus":0.006411140928655928,"score_gpt":0.21126342679831037,"score_spread":0.20485228586965443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211038882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959865,0.0020786258,0.00004007726,0.0010767953,0.00037538641,0.00014527116,0.00009045535,0.000008950749,0.00019793396],"genre_scores_gemma":[0.9986408,0.00035880972,0.000010589284,0.00024259681,0.000008633752,1.2566015e-7,0.000023468074,0.000006416261,0.00070857455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993738,0.00010122795,0.00018070762,0.00014810955,0.000022953247,0.00017320683],"domain_scores_gemma":[0.999632,0.00008363843,0.000096309705,0.00014986363,0.000029275658,0.000008905719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017775352,0.000077924924,0.000162343,0.000025455905,0.00016535918,0.0000045716083,0.00015585718,0.00004606904,0.00010721978],"category_scores_gemma":[0.00005556132,0.000058520374,0.000025005007,0.00012241937,0.00011700162,0.000022948143,0.00014911647,0.00018523214,0.000043618544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017517895,0.00023255106,0.7740595,0.00003530077,0.00012809387,0.000010677741,0.0021393474,0.000241052,0.17856926,0.0313945,0.011788136,0.0012264492],"study_design_scores_gemma":[0.0007685646,0.00020703369,0.8170026,0.00002673889,0.000025630505,0.000013784103,0.0010399378,0.000015035989,0.09606233,0.000059070833,0.084604114,0.00017515398],"about_ca_topic_score_codex":0.0001577524,"about_ca_topic_score_gemma":0.00014849368,"teacher_disagreement_score":0.082506925,"about_ca_system_score_codex":0.00002957957,"about_ca_system_score_gemma":0.00003387725,"threshold_uncertainty_score":0.23863916},"labels":[],"label_agreement":null},{"id":"W4211098652","doi":"10.1136/bmjopen-2021-055210","title":"Antimicrobial-associated organ injury among the elderly: a systematic review and meta-analysis protocol","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Bath","keywords":"Medicine; PsycINFO; MEDLINE; Systematic review; Meta-analysis; Geriatrics; Protocol (science); Population; Family medicine; Cohort study; Publication bias; Funnel plot; Gerontology; Cohort; Alternative medicine; Environmental health; Psychiatry; Pathology","score_opus":0.12185134634169427,"score_gpt":0.41830176348672665,"score_spread":0.2964504171450324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211098652","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.939755e-8,0.6675487,0.0000012243976,0.00015869334,0.00003317038,0.33159536,0.00021313361,0.00002378589,0.00042583403],"genre_scores_gemma":[7.9718956e-7,0.70836973,0.000005411947,0.0005875728,0.0000048937954,0.2686551,0.00023002604,0.000042708583,0.022103732],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99263513,0.004597091,0.0016187755,0.0006785021,0.000092357746,0.00037812625],"domain_scores_gemma":[0.9955691,0.0005621654,0.002282186,0.0014947754,0.000064075335,0.000027662394],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035617736,0.0005927939,0.009852766,0.0001560378,0.00060107687,0.00015897966,0.0019133231,0.0004063892,0.00590347],"category_scores_gemma":[0.00055589864,0.00028877173,0.002099747,0.0012471556,0.00022360387,0.00009314254,0.0014026185,0.00065441354,0.00019910211],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008597667,0.00007739132,0.000001649821,0.69978696,0.27575952,0.00001405144,0.000037331967,1.957827e-8,4.477366e-7,0.000029646728,0.02367268,0.0006117076],"study_design_scores_gemma":[0.00010703315,0.000051477284,6.421654e-7,0.025969217,0.55948216,0.000036232486,0.00001585703,1.9247972e-8,8.493693e-7,0.0000020298262,0.41404825,0.00028624496],"about_ca_topic_score_codex":0.00018760005,"about_ca_topic_score_gemma":0.00021496878,"teacher_disagreement_score":0.67381775,"about_ca_system_score_codex":0.00007156215,"about_ca_system_score_gemma":0.0003464226,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W4211134046","doi":"10.1136/bmjopen-2021-054541","title":"Multicentre point-prevalence survey of antibiotic use and healthcare-associated infections in Ethiopian hospitals","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Center for Advancing Translational Sciences; Alliance for Health Policy and Systems Research; National Institutes of Health; Ministry of Education, India; Bundesministerium für Gesundheit; World Health Organization","keywords":"Medicine; Antibiotics; Antimicrobial stewardship; Public health; Medical prescription; Emergency medicine; Metronidazole; Pediatrics; Antibiotic resistance; Intensive care medicine; Internal medicine","score_opus":0.05781621166839012,"score_gpt":0.34908377625185194,"score_spread":0.2912675645834618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211134046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959151,0.00076778524,0.0000025848133,0.0006590246,0.00028299345,0.0019732763,0.00027809816,0.0000137851,0.00010735081],"genre_scores_gemma":[0.9975311,0.00018034274,0.000023744293,0.00021115087,0.0000018892639,0.00001767102,0.000091832706,0.000010038414,0.001932201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793464,0.0012002699,0.00033414038,0.00025201793,0.00004242598,0.00023650486],"domain_scores_gemma":[0.9990568,0.00037326952,0.00021264717,0.00026107495,0.00007675496,0.000019454872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013013423,0.00009960862,0.0003065927,0.000079399186,0.00022833154,0.000021556434,0.00026924472,0.00010971751,0.00020345308],"category_scores_gemma":[0.0007408438,0.000096651434,0.000028442237,0.00028548954,0.00011815865,0.00014709367,0.0005365743,0.00030022225,0.000016676415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015628111,0.00028008825,0.9945474,0.00010630311,0.0000623855,0.00000860774,0.0007946183,0.000012416769,0.002913904,0.00017354553,0.00079306413,0.00015137898],"study_design_scores_gemma":[0.0011451024,0.00023344009,0.9967954,0.00020765822,0.000014067159,0.000015420754,0.0005189005,0.000010913843,0.00078656,0.000020684309,0.00012289354,0.00012894644],"about_ca_topic_score_codex":0.03126613,"about_ca_topic_score_gemma":0.019220052,"teacher_disagreement_score":0.012046078,"about_ca_system_score_codex":0.00005440059,"about_ca_system_score_gemma":0.00014619641,"threshold_uncertainty_score":0.9986766},"labels":[],"label_agreement":null},{"id":"W4213071979","doi":"10.1371/journal.pone.0263914","title":"Factors influencing antimicrobial resistance in the European food system and potential leverage points for intervention: A participatory, One Health study","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; British Columbia Centre for Disease Control; Consortium of International Agricultural Research Centers; Stockholms Universitet; Svenska Forskningsrådet Formas; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Government of Canada; Public Health Agency; Scottish Funding Council; UK Research and Innovation; Joint Programming Initiative on Antimicrobial Resistance; Public Health Agency of Canada; Dairy Farmers of Canada; World Health Organization; Bill and Melinda Gates Foundation","keywords":"Causal loop diagram; Psychological intervention; Leverage (statistics); Thematic analysis; Citizen journalism; Intervention (counseling); Food systems; Agriculture; Food security; Medicine; System dynamics; Qualitative research; Computer science; Ecology; Biology; Sociology; Social science; Nursing","score_opus":0.07632446064733465,"score_gpt":0.25955446617197,"score_spread":0.1832300055246353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213071979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967147,0.0011924637,0.000100006015,0.00059045973,0.00013325256,0.0010383236,0.0001097334,0.000043390526,0.00007767118],"genre_scores_gemma":[0.99945986,0.000007678831,0.00004802796,0.00015584512,0.000028806537,0.000034386332,0.000034611014,0.000019502942,0.0002112726],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9973954,0.0014750668,0.00041380493,0.00030890736,0.00008482082,0.0003220282],"domain_scores_gemma":[0.99943995,0.00007352041,0.000194668,0.00024341693,0.000029936395,0.000018488032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013472389,0.00013742756,0.0003351014,0.000075819735,0.00063022523,0.000025323394,0.00024568313,0.000032641372,0.00002340378],"category_scores_gemma":[0.000032187872,0.00011121122,0.00006459359,0.00012165871,0.000068476984,0.00005247284,0.00014681723,0.00028309133,0.000005387143],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005697653,0.09392939,0.30273274,0.013347244,0.010265325,0.00028390487,0.23940593,0.00005276319,0.3177865,0.009172016,0.0062846392,0.0010418638],"study_design_scores_gemma":[0.014110035,0.0071406164,0.8606475,0.002155067,0.00068684726,0.000023751676,0.100450985,0.000012627205,0.013171508,0.0000988748,0.0006575729,0.0008445915],"about_ca_topic_score_codex":0.000059151203,"about_ca_topic_score_gemma":0.0004159848,"teacher_disagreement_score":0.5579148,"about_ca_system_score_codex":0.000087180364,"about_ca_system_score_gemma":0.000033911776,"threshold_uncertainty_score":0.48472467},"labels":[],"label_agreement":null},{"id":"W4213230648","doi":"10.1186/s13012-022-01194-8","title":"Optimizing responsiveness to feedback about antibiotic prescribing in primary care: protocol for two interrelated randomized implementation trials with embedded process evaluations","year":2022,"lang":"en","type":"article","venue":"Implementation Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; Public Health Ontario; University of Toronto; Women's College Hospital","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Randomized controlled trial; Medical prescription; Intervention (counseling); Audit; Family medicine; Academic detailing; Public health; Protocol (science); Health administration; Health care; Cluster randomised controlled trial; Alternative medicine; Nursing; Internal medicine","score_opus":0.07140061285184186,"score_gpt":0.4701567760621247,"score_spread":0.39875616321028284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213230648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70465803,0.00008717273,0.021595206,0.00045150216,0.00043993042,0.27218437,0.00020443839,0.00008670485,0.00029260988],"genre_scores_gemma":[0.9053297,8.962756e-7,0.0028217142,0.00026746662,0.000013301153,0.09118117,0.00028380638,0.000019072304,0.000082854924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963185,0.0011987078,0.0010626538,0.0006180873,0.00028457792,0.00051746494],"domain_scores_gemma":[0.99800974,0.0006553241,0.0006010812,0.00023878002,0.00045589145,0.0000391885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069522136,0.00019731362,0.0005750602,0.0005679151,0.0010355233,0.000101017074,0.00040910795,0.0000337291,0.0004442381],"category_scores_gemma":[0.00036627793,0.00016116923,0.00008845354,0.0012499669,0.00028268708,0.00043846277,0.00014550438,0.0001600929,0.000008078989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11941328,0.00027443294,0.0031020786,0.00038623568,0.00020974618,0.000005200139,0.062861554,0.011964436,0.7737927,0.00097481976,0.000420347,0.026595207],"study_design_scores_gemma":[0.36061618,0.001194213,0.007942528,0.0003890464,0.00021618654,0.000027215758,0.10274109,0.00027395584,0.52491,0.00015395442,0.0009015815,0.0006340824],"about_ca_topic_score_codex":0.00014944973,"about_ca_topic_score_gemma":0.0002698142,"teacher_disagreement_score":0.2488827,"about_ca_system_score_codex":0.0005220717,"about_ca_system_score_gemma":0.0013858584,"threshold_uncertainty_score":0.7964513},"labels":[],"label_agreement":null},{"id":"W4213355393","doi":"10.3329/bjmm.v6i2.19366","title":"Antibiotic Stewardship","year":2012,"lang":"en","type":"article","venue":"Bangladesh Journal of Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Antibiotics; Stewardship (theology); Antibiotic Stewardship; Geography; Traditional medicine; Medicine; Political science; Biology; Microbiology; Antibiotic resistance; Law","score_opus":0.01463801606987267,"score_gpt":0.26090095437517524,"score_spread":0.24626293830530258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213355393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93790615,0.050826345,0.0009055364,0.0029778874,0.0061906413,0.00010333837,0.000017912605,0.000031588123,0.0010406026],"genre_scores_gemma":[0.99693096,0.0006772518,0.00021392481,0.000903313,0.00054988824,2.2747682e-7,0.000018092906,0.000018111456,0.0006882532],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979471,0.00041896477,0.00071149645,0.00014412984,0.00008910194,0.00068921084],"domain_scores_gemma":[0.9988277,0.0002907924,0.00041287008,0.00018918276,0.00011884216,0.00016064633],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00171733,0.0001956359,0.0005585214,0.00016837982,0.00009702024,0.000007729226,0.00064482226,0.0007927297,0.0029000968],"category_scores_gemma":[0.00049850513,0.00013331267,0.00022902497,0.00014956138,0.00058064976,0.000117453346,0.000113104645,0.00086813845,0.0007922033],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032473204,0.0010486388,0.026619846,0.000110486326,0.0007559241,0.00017394053,0.0006696811,5.217548e-7,0.84875524,0.0043426976,0.099766985,0.01743129],"study_design_scores_gemma":[0.005341547,0.0009030315,0.019484976,0.000745859,0.00028211108,0.028212897,0.000942413,6.4017377e-7,0.23801929,0.00011132316,0.7053982,0.0005577029],"about_ca_topic_score_codex":0.0000125419,"about_ca_topic_score_gemma":0.0000045080997,"teacher_disagreement_score":0.61073595,"about_ca_system_score_codex":0.00004409941,"about_ca_system_score_gemma":0.00020004109,"threshold_uncertainty_score":0.9999858},"labels":[],"label_agreement":null},{"id":"W4214722385","doi":"10.1016/j.ijid.2021.12.033","title":"Antimicrobial Resistance in South East Asia: A Participatory Systems Modelling Approach","year":2022,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Citizen journalism; Resistance (ecology); East Asia; Antimicrobial; Geography; Political science; Biology; Microbiology; Ecology; China; Archaeology","score_opus":0.01884189803312221,"score_gpt":0.24053527029607683,"score_spread":0.2216933722629546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214722385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792471,0.010001147,0.0057546543,0.0001125416,0.0030659514,0.00012590618,0.00014576495,0.00002735244,0.0015196007],"genre_scores_gemma":[0.9992455,0.00005469714,0.000035691726,0.00007393661,0.00014002658,0.0000078182775,0.000020574265,0.000013145801,0.00040857337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987879,0.00023762092,0.00048185862,0.00015413386,0.00014444259,0.00019403792],"domain_scores_gemma":[0.99923825,0.000048212492,0.0004043344,0.00009693117,0.00018243131,0.000029835079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023901195,0.00011474318,0.00024368237,0.00028143238,0.00014707992,0.00003342486,0.00032931144,0.00005070156,0.000085538515],"category_scores_gemma":[0.00004159421,0.00010551218,0.00014504556,0.00012698173,0.00009085757,0.000116066294,0.00008370422,0.00035138396,0.000012444191],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040012533,0.0054182573,0.4237022,0.00024341319,0.002462557,0.0013027113,0.008728427,0.52067477,0.009523339,0.011576074,0.012060905,0.00030607608],"study_design_scores_gemma":[0.14435796,0.0052970434,0.2835088,0.010250923,0.0047057983,0.027368888,0.14147334,0.029450426,0.010979265,0.0125406105,0.31868917,0.011377763],"about_ca_topic_score_codex":0.000029165923,"about_ca_topic_score_gemma":0.000009169041,"teacher_disagreement_score":0.49122438,"about_ca_system_score_codex":0.00019921416,"about_ca_system_score_gemma":0.00017506392,"threshold_uncertainty_score":0.4302662},"labels":[],"label_agreement":null},{"id":"W4214824189","doi":"10.1093/ofid/ofac111","title":"Behavioral Nudges to Improve Audit and Feedback Report Opening Among Antibiotic Prescribers: A Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Women's College Hospital; Sunnybrook Health Science Centre; Sinai Health System; Health Sciences Centre; Public Health Ontario; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Nudge theory; Randomized controlled trial; Audit; Family medicine; Internal medicine; Social psychology; Psychology; Management","score_opus":0.007602603616230553,"score_gpt":0.26240799942630744,"score_spread":0.2548053958100769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214824189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799523,0.0015264977,0.000052639945,0.00040400252,0.0022043993,0.009659293,0.000116332056,0.000116529256,0.0059680464],"genre_scores_gemma":[0.98366904,0.00004075722,0.000019178371,0.00035752144,0.000041935135,0.00073397305,0.00012391391,0.00003629781,0.014977365],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99733984,0.00069393043,0.0006999952,0.0006562593,0.00009760755,0.00051233993],"domain_scores_gemma":[0.9986228,0.00030902875,0.00045839153,0.00043725132,0.000070169684,0.000102379105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007101957,0.00030633243,0.001511594,0.00013969473,0.0011474775,0.00023682296,0.00042005078,0.00011242266,0.0010570703],"category_scores_gemma":[0.00041916608,0.0002447324,0.0003699358,0.00015571638,0.00034632467,0.00027952643,0.0011391324,0.0002791518,0.00005226004],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9503991,0.0014271294,0.02684987,0.000029942057,0.0011506812,0.0002697111,0.00030900043,0.000027592188,0.0028781744,0.0006320149,0.015061905,0.00096488494],"study_design_scores_gemma":[0.98934436,0.0014277974,0.002416844,0.00006695628,0.0010898608,0.00021901465,0.0011546556,0.000009001161,0.00058935495,0.00030435465,0.0028916595,0.00048616147],"about_ca_topic_score_codex":0.0016928792,"about_ca_topic_score_gemma":0.00022828377,"teacher_disagreement_score":0.038945246,"about_ca_system_score_codex":0.000076999524,"about_ca_system_score_gemma":0.0002086195,"threshold_uncertainty_score":0.9998561},"labels":[],"label_agreement":null},{"id":"W4214874709","doi":"10.3410/f.717961104.793479261","title":"Faculty Opinions recommendation of The origins of antibiotic resistance.","year":2013,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Resistome; Antibiotics; Antibiotic resistance; Biology; Bacteria; Resistance (ecology); Gene; Pathogenic bacteria; Drug resistance; Microbiology; Biotechnology; Genetics; Ecology","score_opus":0.023186308434390013,"score_gpt":0.31577019743700885,"score_spread":0.29258388900261884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214874709","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000047857466,0.0049315966,0.000010424971,0.10279763,0.001988731,0.0012356105,0.8888812,0.000020299045,0.00012971193],"genre_scores_gemma":[0.0001348344,0.00095882616,0.00016238538,0.0016888814,0.00010476298,0.000027052813,0.9900572,0.000021724947,0.006844348],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614215,0.00071443885,0.0017133902,0.0005707375,0.0004809759,0.00037828248],"domain_scores_gemma":[0.99154377,0.00018524005,0.0023881455,0.0019188924,0.0038868072,0.00007712356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089868996,0.00047956523,0.0011082048,0.00021854094,0.00030619928,0.000039294264,0.0022018426,0.0010592157,0.00082420965],"category_scores_gemma":[0.003424802,0.00024961654,0.0007729155,0.0016440783,0.0011038216,0.00018481143,0.00051549426,0.0011697893,0.00013062653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017474777,0.00037568124,0.000016257552,0.008246427,0.0002936575,7.752144e-8,0.00007607708,2.7359649e-8,0.00006732569,0.0013601774,0.9891962,0.0003506509],"study_design_scores_gemma":[0.0005957841,0.0000672956,0.0029379989,0.018041873,0.00026710637,0.000016312088,0.000042401967,2.573962e-7,0.00055531465,0.000024669318,0.97720337,0.00024760162],"about_ca_topic_score_codex":0.00015124136,"about_ca_topic_score_gemma":0.0000298349,"teacher_disagreement_score":0.10117597,"about_ca_system_score_codex":0.000120073324,"about_ca_system_score_gemma":0.00058415195,"threshold_uncertainty_score":0.9999956},"labels":[],"label_agreement":null},{"id":"W4220783704","doi":"10.2147/phmt.s348204","title":"Antimicrobial Use and Management of Childhood Diarrhea at Community Drug Retail Outlets in Eastern Ethiopia: A Matched Questionnaire-Based and Simulated Patient-Case Study","year":2022,"lang":"en","type":"article","venue":"Pediatric Health Medicine and Therapeutics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Haramaya University","keywords":"Quarter (Canadian coin); Diarrhea; Antimicrobial; Drug; Antimicrobial drug","score_opus":0.039994494111617006,"score_gpt":0.29614838643621627,"score_spread":0.2561538923245993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220783704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98153555,0.015638452,0.000015940617,0.0018056341,0.00017396374,0.0007777524,0.000025199592,0.000022549597,0.0000049506025],"genre_scores_gemma":[0.99273616,0.0055047395,0.000022917322,0.0016225651,0.000015036449,0.0000058384844,0.000027893882,0.000015119434,0.00004972479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770063,0.0011970968,0.0005220874,0.00023693817,0.000075141084,0.000268093],"domain_scores_gemma":[0.9991488,0.0002794999,0.00024468295,0.00023912409,0.000035675246,0.000052215186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008723458,0.00017815839,0.00043891076,0.00017543157,0.00056026597,0.0000057291486,0.00007639568,0.00007674316,0.000014623056],"category_scores_gemma":[0.000014973038,0.00014824225,0.000019267347,0.00023619672,0.00019401412,0.000034723187,0.00020021273,0.0005633878,7.0357856e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039333623,0.0015117596,0.9387354,0.0010227029,0.00018303098,0.0002588212,0.05081329,0.00002511726,0.00008628848,0.000020851798,0.000109596185,0.0068397634],"study_design_scores_gemma":[0.033112414,0.0058986684,0.8788071,0.0007055458,0.0010600045,0.000921094,0.07585107,0.00032876834,0.00011280584,0.00007475806,0.0023453631,0.00078238477],"about_ca_topic_score_codex":0.0036874493,"about_ca_topic_score_gemma":0.0006914862,"teacher_disagreement_score":0.05992832,"about_ca_system_score_codex":0.000044501565,"about_ca_system_score_gemma":0.00006303897,"threshold_uncertainty_score":0.60451436},"labels":[],"label_agreement":null},{"id":"W4220831836","doi":"10.1017/ice.2021.519","title":"Antimicrobial use in Canadian acute-care hospitals: Findings from three national point-prevalence surveys between 2002 and 2017","year":2022,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal University Hospital; Alberta Hospital Edmonton; Ottawa Hospital; University of Alberta Hospital; Health Sciences Centre; Université de Montréal; Hospital for Sick Children; Hamilton Health Sciences; Alberta Children's Hospital; Hôpital Maisonneuve-Rosemont; Children's Hospital of Eastern Ontario; Queen Elizabeth II Health Sciences Centre; Sunnybrook Health Science Centre; Sinai Health System; Public Health Agency of Canada; McGill University Health Centre; University of Calgary; McMaster University; Alberta Health Services","funders":"","keywords":"Medicine; Acute care; Prevalence; Antimicrobial; Family medicine; MEDLINE; Environmental health; Emergency medicine; Health care; Microbiology; Population; Political science","score_opus":0.01834622462589991,"score_gpt":0.25920848224266885,"score_spread":0.24086225761676894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220831836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98649776,0.0076854164,0.0003901802,0.002190662,0.0009065041,0.00036136704,0.0018033816,0.000035816214,0.00012890245],"genre_scores_gemma":[0.9976912,0.00078950066,0.00004144367,0.00085560384,0.0000718266,0.000024012212,0.00029799883,0.000013855668,0.00021453835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973694,0.0010226205,0.00045772703,0.00055255136,0.000037558482,0.0005601245],"domain_scores_gemma":[0.99815357,0.0013515642,0.00016872713,0.00014935441,0.000090497946,0.00008631534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013980296,0.00022299493,0.0005783304,0.00023336562,0.0005675264,0.000019676243,0.00013239299,0.00031858956,0.00031377625],"category_scores_gemma":[0.0007794316,0.0002173331,0.00008532421,0.00011426401,0.0003610223,0.00022034756,0.00011064834,0.0005563991,0.00005082849],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039869166,0.000027188378,0.9931855,0.000016194228,0.00019055122,0.000013161757,0.00020949332,0.000022583452,0.0005089577,0.0004117417,0.004332841,0.001041888],"study_design_scores_gemma":[0.0017550669,0.00028860656,0.99172693,0.000027098398,0.00006842611,0.000027798944,0.000042456322,0.000034806537,0.000025853114,0.00058858533,0.0051521366,0.00026224245],"about_ca_topic_score_codex":0.24733461,"about_ca_topic_score_gemma":0.1734369,"teacher_disagreement_score":0.07389773,"about_ca_system_score_codex":0.00016603881,"about_ca_system_score_gemma":0.00014663597,"threshold_uncertainty_score":0.88625866},"labels":[],"label_agreement":null},{"id":"W4220898212","doi":"10.1371/journal.pone.0265493","title":"Efficacy and safety of antimicrobial stewardship prospective audit and feedback in patients hospitalized with COVID-19: A protocol for a pragmatic clinical trial","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Covenant Health; Alberta Health Services; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Antimicrobial stewardship; Randomized controlled trial; Clinical trial; Intensive care unit; Psychological intervention; Emergency medicine; Infection control; Pneumonia; Protocol (science); Clinical endpoint; Intensive care medicine; Internal medicine; Antibiotic resistance; Antibiotics; Nursing","score_opus":0.03797043834013596,"score_gpt":0.30588004222380333,"score_spread":0.26790960388366736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220898212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88680655,0.000014737774,0.00002679079,0.00021495129,0.0000333195,0.112731814,0.000116274845,0.000017856102,0.000037731337],"genre_scores_gemma":[0.9745648,0.0000073549554,0.00066674926,0.00014159652,0.000020850368,0.024270196,0.000049187965,0.000019459108,0.0002598253],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985469,0.00033021095,0.0005011385,0.00034762325,0.00006503254,0.00020908886],"domain_scores_gemma":[0.99911594,0.00031894716,0.0003114726,0.00015866262,0.00005855897,0.000036405505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048926915,0.00013637147,0.0005476424,0.00006336059,0.00018398199,0.000007220347,0.00010242243,0.00011034107,0.00007072472],"category_scores_gemma":[0.0005364758,0.00010783961,0.000040458646,0.000115230454,0.000339663,0.00003914086,0.00011829367,0.000238477,0.0000016018204],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6520056,0.021118285,0.31726205,0.001903036,0.0011845273,0.0000049894957,0.0016984217,0.00000295016,0.0035085757,0.00025292722,0.00082113454,0.00023745657],"study_design_scores_gemma":[0.64538884,0.019180877,0.32985213,0.00069381035,0.00033791646,0.00000492836,0.00019396654,0.0000068224504,0.0027199106,0.0001584462,0.0010604287,0.00040190818],"about_ca_topic_score_codex":0.00001866613,"about_ca_topic_score_gemma":0.000013158252,"teacher_disagreement_score":0.088461615,"about_ca_system_score_codex":0.000052793646,"about_ca_system_score_gemma":0.00021456051,"threshold_uncertainty_score":0.43975717},"labels":[],"label_agreement":null},{"id":"W4220943256","doi":"10.1155/2022/5630361","title":"In-Hospital Macro-, Meso-, and Micro-Drivers and Interventions for Antibiotic Use and Resistance: A Rapid Evidence Synthesis of Data from Canada and Other OECD Countries","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cochrane; McMaster University; Impact","funders":"","keywords":"Psychological intervention; Systematic review; Antimicrobial stewardship; Antibiotic resistance; MEDLINE; Health care; Medicine; Agency (philosophy); Resistance (ecology); Cochrane Library; Family medicine; Political science; Nursing; Antibiotics; Sociology; Social science","score_opus":0.025926827279734665,"score_gpt":0.2834821798472645,"score_spread":0.2575553525675298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220943256","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09238156,0.89973086,0.0000067901055,0.00021980114,0.00045497174,0.00030914356,0.0068911426,0.000002395395,0.0000033441424],"genre_scores_gemma":[0.044386957,0.95516145,0.000037265283,0.00020918262,0.00004142128,0.0000038614467,0.000095548,0.000021178645,0.000043152053],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808544,0.00039318603,0.0007142249,0.0004381519,0.000034424367,0.00033457295],"domain_scores_gemma":[0.99672943,0.0021799083,0.0005272284,0.00021108735,0.000057108013,0.0002952561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003925682,0.00028834544,0.0013604572,0.00026324825,0.00022547154,0.000038272636,0.00025086777,0.00035009038,0.0003195193],"category_scores_gemma":[0.0010326171,0.00023166204,0.00011328025,0.000069074005,0.0014905084,0.00014487807,0.00016356961,0.00039593386,3.4217706e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010195442,0.0007456461,0.28461668,0.105970904,0.014383538,0.0028041247,0.0019741054,2.3609067e-7,0.0006932852,0.0011108905,0.08766634,0.4990147],"study_design_scores_gemma":[0.0011206688,0.00036563756,0.005107035,0.017674305,0.0022331856,0.0012245448,0.00032203938,2.6141623e-7,0.00001064905,0.00004505144,0.9715132,0.00038340536],"about_ca_topic_score_codex":0.1498346,"about_ca_topic_score_gemma":0.66198903,"teacher_disagreement_score":0.8838469,"about_ca_system_score_codex":0.00011252423,"about_ca_system_score_gemma":0.0022416608,"threshold_uncertainty_score":0.94469035},"labels":[],"label_agreement":null},{"id":"W4220959533","doi":"10.1016/j.lanwpc.2022.100420","title":"The response to COVID-19 among drug retail outlets in Indonesia: A cross-sectional survey of knowledge, attitudes, and practices","year":2022,"lang":"en","type":"article","venue":"The Lancet Regional Health - Western Pacific","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Department of Foreign Affairs and Trade, Australian Government","keywords":"Pharmacy; Pandemic; Cross-sectional study; Medicine; Family medicine; Psychological intervention; Personal protective equipment; Referral; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Outbreak; Environmental health; Nursing; Infectious disease (medical specialty); Disease; Geography","score_opus":0.1014222550165869,"score_gpt":0.3969149607973724,"score_spread":0.29549270578078546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220959533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691147,0.01359779,0.000010089594,0.016244622,0.00036262153,0.00044960942,0.00012340688,0.000022720573,0.00007440163],"genre_scores_gemma":[0.9944515,0.00077315286,0.0000050984704,0.0009220309,0.00004538387,0.000042148404,0.00004648883,0.000011366076,0.003702802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950869,0.003562259,0.0004588431,0.0003510325,0.00011970666,0.00042127894],"domain_scores_gemma":[0.99558586,0.0033012086,0.00055608194,0.00041958064,0.00007201779,0.00006522913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007330114,0.00014436415,0.0003577876,0.00009495106,0.0011629623,0.000032395215,0.00045943994,0.000077159646,0.000028564908],"category_scores_gemma":[0.00040814004,0.00009283167,0.00004015611,0.00033223373,0.0006759556,0.00006135091,0.00019276148,0.00059653394,0.000025151838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006627991,0.000120052646,0.98300385,0.000102979706,0.00004742471,0.0000057801262,0.0024881598,0.0000248654,0.00016950346,0.00019366328,0.0070687723,0.00014692532],"study_design_scores_gemma":[0.0009510246,0.00015124066,0.94046366,0.00003189518,0.0000027019933,0.00008155108,0.0006794887,0.000001806773,0.000008269408,0.00003806465,0.057497382,0.000092926486],"about_ca_topic_score_codex":0.0021751348,"about_ca_topic_score_gemma":0.012974038,"teacher_disagreement_score":0.05042861,"about_ca_system_score_codex":0.00017029203,"about_ca_system_score_gemma":0.00070197723,"threshold_uncertainty_score":0.89446837},"labels":[],"label_agreement":null},{"id":"W4221011217","doi":"10.1002/jac5.1622","title":"Global resilience and new strategies needed for antimicrobial stewardship during the COVID‐19 pandemic and beyond","year":2022,"lang":"en","type":"article","venue":"JACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; University Health Network; Public Health Ontario","funders":"","keywords":"Pandemic; Antimicrobial stewardship; Resilience (materials science); Context (archaeology); Stewardship (theology); Coronavirus disease 2019 (COVID-19); Political science; Business; Psychological resilience; Public relations; Environmental resource management; Economic growth; Medicine; Geography; Infectious disease (medical specialty); Psychology; Disease; Biology; Antibiotic resistance; Economics","score_opus":0.057333422143915375,"score_gpt":0.38695556935562625,"score_spread":0.3296221472117109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221011217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98531353,0.0040768483,0.00014749581,0.009209231,0.00069202035,0.0002579307,0.00023030369,0.000007192463,0.00006544824],"genre_scores_gemma":[0.99395066,0.0013182719,0.00015994864,0.003715865,0.00012820783,0.0000011342768,7.0046985e-7,0.000008353881,0.0007168716],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795276,0.00068709545,0.00084632856,0.00018789645,0.00009617333,0.00022974261],"domain_scores_gemma":[0.99708587,0.0012074583,0.0013595261,0.00018624132,0.00007289036,0.00008800365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013009742,0.0001347552,0.00057314103,0.00003810412,0.00056780624,0.000015961983,0.00060167833,0.000035338784,0.000058480095],"category_scores_gemma":[0.0005570645,0.00007888136,0.00024055192,0.00026615855,0.0013893297,0.000095313815,0.00031924126,0.00050387514,4.2441494e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.033991847,0.0006943852,0.5460515,0.00025921295,0.0017606847,0.00007670936,0.0009416364,0.00078403886,0.10423329,0.0016429494,0.30057064,0.0089930855],"study_design_scores_gemma":[0.049842414,0.004828016,0.38930368,0.00020951637,0.0018608348,0.012429399,0.043655083,0.0000831054,0.008423604,0.010002419,0.4782102,0.0011517061],"about_ca_topic_score_codex":0.00016044619,"about_ca_topic_score_gemma":0.00003476988,"teacher_disagreement_score":0.17763957,"about_ca_system_score_codex":0.00004229224,"about_ca_system_score_gemma":0.0008895826,"threshold_uncertainty_score":0.5119043},"labels":[],"label_agreement":null},{"id":"W4221021274","doi":"10.1136/bmjopen-2021-058746","title":"Do private providers give patients what they demand, even if it is inappropriate? A randomised study using unannounced standardised patients in Kenya","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Department for International Development; Department for International Development, UK Government; Bill and Melinda Gates Foundation","keywords":"Medicine; Health services research; Family medicine; Alternative medicine; Public health; Health economics; Emergency medicine; Nursing","score_opus":0.02938162895718937,"score_gpt":0.3183167095371503,"score_spread":0.2889350805799609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221021274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798184,0.00014126931,0.000019038715,0.00020232289,0.0006993605,0.018579781,0.00013800165,0.000019956018,0.00038188705],"genre_scores_gemma":[0.9979404,0.000028911065,0.000048089834,0.00046766747,0.0000100288335,0.0005518195,0.00015871266,0.000034975128,0.0007593944],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966572,0.0012739989,0.00071066,0.0006379812,0.00022402313,0.0004961551],"domain_scores_gemma":[0.9987029,0.00009483687,0.00046100182,0.00056844874,0.00013765169,0.00003514926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388655,0.00029172908,0.0006708363,0.00013832097,0.00060933025,0.0001807379,0.0008598245,0.00012686793,0.0004472784],"category_scores_gemma":[0.00014475694,0.00023861266,0.00011262908,0.00027039088,0.00008699796,0.0005461138,0.0012752762,0.00036356467,0.000048090988],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06356539,0.0055436734,0.8425939,0.00014398863,0.0012045709,0.00006287898,0.07498336,0.00040114528,0.002042329,0.000027932729,0.006424124,0.0030067146],"study_design_scores_gemma":[0.43992156,0.004979578,0.4229789,0.0015335629,0.000530715,0.000011170471,0.10548717,0.0000961358,0.0025702175,0.00090269675,0.018552529,0.0024357415],"about_ca_topic_score_codex":0.00053508795,"about_ca_topic_score_gemma":0.00020799322,"teacher_disagreement_score":0.41961497,"about_ca_system_score_codex":0.00028059082,"about_ca_system_score_gemma":0.00028859288,"threshold_uncertainty_score":0.9730342},"labels":[],"label_agreement":null},{"id":"W4221077375","doi":"10.1186/s13756-022-01085-z","title":"Antimicrobial resistance (AMR) in COVID-19 patients: a systematic review and meta-analysis (November 2019–June 2021)","year":2022,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":208,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; Provincial Laboratory of Public Health; University of Calgary; University of Alberta","funders":"University of Alberta; Government of Alberta; Alberta Health Services","keywords":"Medicine; Antimicrobial; Medical microbiology; Antibiotic resistance; Drug resistance; Acinetobacter; Staphylococcus aureus; Acinetobacter baumannii; Meta-analysis; Pseudomonas aeruginosa; Pneumonia; Pandemic; Internal medicine; Microbiology; Coronavirus disease 2019 (COVID-19); Antibiotics; Virology; Biology; Infectious disease (medical specialty); Disease","score_opus":0.022567470113056997,"score_gpt":0.29081244047517246,"score_spread":0.2682449703621155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221077375","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012421547,0.9918196,0.00020469887,0.000841841,0.0004737735,0.0045848186,0.0015915852,0.00007560969,0.0003956414],"genre_scores_gemma":[0.0002846028,0.9714785,0.000023325834,0.0041402658,0.000036492504,0.00035766276,0.00097063795,0.000088571935,0.022619894],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921535,0.0024735585,0.002619329,0.0016903499,0.00017909007,0.00088416575],"domain_scores_gemma":[0.9955078,0.0010584884,0.0020359517,0.0010713487,0.00017475725,0.00015167498],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016226826,0.0012161244,0.0103955455,0.0009747317,0.0007986571,0.00016437961,0.0004572995,0.0008208369,0.0021358365],"category_scores_gemma":[0.00085743086,0.00096198136,0.0024141667,0.0019526512,0.000494134,0.00037529162,0.00022505858,0.0012181608,0.00012949239],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023756387,0.00051330635,0.00006319071,0.79274404,0.09764396,0.000060176855,0.00008594134,0.0000029197515,0.000020722695,0.00021684894,0.10794706,0.00046428246],"study_design_scores_gemma":[0.0014817871,0.000034606237,0.000009897918,0.016750915,0.3525076,0.000030700325,0.0000069308644,1.3572377e-7,0.0000029847777,0.000009004741,0.6283539,0.0008115671],"about_ca_topic_score_codex":0.0003243238,"about_ca_topic_score_gemma":0.0040428187,"teacher_disagreement_score":0.7759931,"about_ca_system_score_codex":0.00037489156,"about_ca_system_score_gemma":0.0004514153,"threshold_uncertainty_score":0.9992831},"labels":[],"label_agreement":null},{"id":"W4221094346","doi":"10.1093/ijpp/riac021.007","title":"Antimicrobial consumption in hospitalised COVID-19 patients: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"International Journal of Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; Coronavirus disease 2019 (COVID-19); MEDLINE; Scopus; Meta-analysis; Antimicrobial; Internal medicine; Pediatrics; Intensive care medicine; Psychological intervention","score_opus":0.11145288843363944,"score_gpt":0.43684203694073215,"score_spread":0.3253891485070927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221094346","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000063566813,0.9968805,0.000060632134,0.0012278621,0.0006016376,0.0008656402,0.00028718187,0.000007311705,0.00006291412],"genre_scores_gemma":[0.00014169732,0.9950326,0.000055368408,0.004112664,0.00002338943,0.000026699101,0.00022154649,0.000019136281,0.00036687078],"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949511,0.0024592609,0.0019169975,0.00028385248,0.0002242763,0.0001644785],"domain_scores_gemma":[0.99313784,0.0019273714,0.004371902,0.00018836303,0.00031849995,0.000056031473],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002049285,0.000317677,0.0036770832,0.0007357256,0.00007849752,0.00005205796,0.00070373726,0.00010362103,0.0036157763],"category_scores_gemma":[0.0031090996,0.0002223903,0.0015468872,0.00035236537,0.00009058927,0.0004542948,0.00016380215,0.00089071307,0.000056470537],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023931266,0.0009400449,0.000053345066,0.4465149,0.5435331,0.00057033234,0.00019378371,0.0000041624917,0.0000025460406,0.00006759778,0.006676553,0.0012043368],"study_design_scores_gemma":[0.0008696354,0.000019111338,6.451981e-7,0.0036147826,0.48689172,0.0007713037,0.000017923963,1.5081842e-7,6.8086007e-7,0.0000014565372,0.50767815,0.00013440421],"about_ca_topic_score_codex":0.00005222557,"about_ca_topic_score_gemma":0.0000051920474,"teacher_disagreement_score":0.5010016,"about_ca_system_score_codex":0.00033554874,"about_ca_system_score_gemma":0.0003318792,"threshold_uncertainty_score":0.9972951},"labels":[],"label_agreement":null},{"id":"W4221096196","doi":"10.1016/j.cmi.2022.03.014","title":"Exposure to World Health Organization's AWaRe antibiotics and isolation of multidrug resistant bacteria: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":179,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"Washington University in St. Louis; World Health Organization","keywords":"Isolation (microbiology); Antibiotics; Antibiotic resistance; Multiple drug resistance; Intensive care medicine; Meta-analysis; Medicine; Biology; Microbiology; Internal medicine","score_opus":0.06679570400999817,"score_gpt":0.3592336755443561,"score_spread":0.2924379715343579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221096196","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024049752,0.9968128,0.00026236218,0.00025592698,0.00023976338,0.0017416175,0.00040712557,0.00003277449,0.0000070949877],"genre_scores_gemma":[0.0022170576,0.9952479,0.000115128685,0.00064976787,0.000014288617,0.0000076429515,0.0010279086,0.000027423384,0.0006928558],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9943718,0.0026104737,0.0020396821,0.0007201306,0.000018852503,0.0002390812],"domain_scores_gemma":[0.9968419,0.001034246,0.0015283074,0.00042291125,0.00011285208,0.000059784346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016167245,0.0004076688,0.006359004,0.00038283106,0.00032445817,0.000015958633,0.000117611184,0.00054413115,0.00037965548],"category_scores_gemma":[0.00063382596,0.00028317407,0.000633367,0.00096657855,0.00032244928,0.000052448828,0.00023373967,0.0005703269,0.000014849974],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044763958,0.00033799614,0.0008799083,0.8718493,0.12196695,0.0000027072595,0.00012623252,5.6269147e-7,0.0002480169,0.00021292179,0.0014648848,0.002865735],"study_design_scores_gemma":[0.000491982,0.0011093242,0.00052346557,0.017646572,0.7625664,0.00021840632,0.000036356312,4.936916e-7,0.000019110888,0.000007340651,0.21666552,0.0007150525],"about_ca_topic_score_codex":0.00005341194,"about_ca_topic_score_gemma":0.00020276872,"teacher_disagreement_score":0.85420275,"about_ca_system_score_codex":0.00003952567,"about_ca_system_score_gemma":0.00010093627,"threshold_uncertainty_score":0.99996203},"labels":[],"label_agreement":null},{"id":"W4221126973","doi":"10.9778/cmajo.20210095","title":"Interprovincial variation in antibiotic use in Canada, 2019: a retrospective cross-sectional study","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Medical prescription; Medicine; Population; Antibiotic resistance; Antibiotics; Cross-sectional study; Demography; Environmental health; Nursing","score_opus":0.014245683525172219,"score_gpt":0.2645008051423311,"score_spread":0.2502551216171589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221126973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99734974,0.00008027096,0.000010781323,0.000040434916,0.0010143028,0.0007503437,0.00010252722,0.0000072052117,0.00064439],"genre_scores_gemma":[0.9958428,0.0000021251735,0.000011132386,0.000116029056,0.000014339914,0.000013022694,0.000045531746,0.000009538607,0.0039454894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875927,0.0002858709,0.0003082369,0.00035524202,0.000060794813,0.00023059448],"domain_scores_gemma":[0.999607,0.000062217245,0.00009952629,0.00019037521,0.000029823092,0.000011058456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043451914,0.00010018026,0.00021817652,0.000102291306,0.00021450302,0.000052178933,0.00039856884,0.000054986835,0.00075435376],"category_scores_gemma":[0.0000774423,0.00010030548,0.000021861179,0.0002516498,0.000039494676,0.00018297955,0.0005009342,0.0004115167,0.00003436326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003958627,0.00033833162,0.99493444,0.000002711013,0.000037798338,0.00005714199,0.0007106094,0.000108934,0.0023284815,0.0001875345,0.0008526332,0.000045515168],"study_design_scores_gemma":[0.0016915331,0.00016961362,0.99671084,0.000009442164,0.0000046172363,0.000012024367,0.00070185773,0.000013723109,0.00015447137,0.00004313142,0.00036628975,0.00012244441],"about_ca_topic_score_codex":0.97973967,"about_ca_topic_score_gemma":0.98736745,"teacher_disagreement_score":0.007627781,"about_ca_system_score_codex":0.0012946184,"about_ca_system_score_gemma":0.0011747545,"threshold_uncertainty_score":0.82596445},"labels":[],"label_agreement":null},{"id":"W4223484243","doi":"10.14745/ccdr.v48i04a06","title":"Antibiotic prescribing for respiratory tract infection across a national primary care network in 2019","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; North York General Hospital; Ottawa Hospital; Queen's University; University of British Columbia","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Interquartile range; Respiratory tract infections; Bronchitis; Internal medicine; Primary care; Otitis; Asthma; Pediatrics; Emergency medicine; Family medicine; Respiratory system; Surgery","score_opus":0.01839134226185553,"score_gpt":0.26045528283830166,"score_spread":0.24206394057644615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223484243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96094304,0.03419681,0.000028183515,0.00017453403,0.0010709943,0.00070988346,0.00054485793,0.00005038614,0.0022813329],"genre_scores_gemma":[0.9961653,0.00006539912,0.000025559839,0.00067131774,0.00003781828,0.00004300212,0.0017017355,0.000022440234,0.0012674651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847394,0.00025996438,0.00041713682,0.00029022005,0.00012579352,0.00043292687],"domain_scores_gemma":[0.99887955,0.0001652502,0.00021264616,0.000564771,0.00012786213,0.000049915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058280805,0.00014300564,0.0002621682,0.000042496802,0.0010031811,0.000014696837,0.00027358576,0.00006911123,0.00005182466],"category_scores_gemma":[0.00011627445,0.00015667333,0.00009751519,0.00020125191,0.000086686014,0.00007651043,0.00026960255,0.00040350418,0.0000016089796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000704885,0.00048774635,0.8694606,0.00050738803,0.0002103791,0.00074774993,0.00027896208,0.014389809,0.00223828,0.00041851684,0.10946392,0.0010917853],"study_design_scores_gemma":[0.0011648122,0.000054822427,0.59626055,0.00012935273,0.000041106636,0.00009160871,0.00049118814,0.000023594435,0.00012534315,0.00007047897,0.4012647,0.0002824393],"about_ca_topic_score_codex":0.097494535,"about_ca_topic_score_gemma":0.2178566,"teacher_disagreement_score":0.29180077,"about_ca_system_score_codex":0.0010002202,"about_ca_system_score_gemma":0.0036097595,"threshold_uncertainty_score":0.90851533},"labels":[],"label_agreement":null},{"id":"W4224089959","doi":"10.4212/cjhp.v75i2.3093","title":"A Point Prevalence Survey of Antimicrobial Usage in New Brunswick Hospitals","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Saint John Regional Hospital; Dr. Georges-L.-Dumont University Hospital Centre; Horizon Health Network; Vitalité Health Network; Moncton Hospital; Dr. Everett Chalmers Regional Hospital","funders":"","keywords":"Survey research; Point (geometry); Family medicine; Medicine; Geography; Socioeconomics; Mathematics; Sociology","score_opus":0.0156675935900597,"score_gpt":0.2502326703440947,"score_spread":0.23456507675403498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224089959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868421,0.008920524,0.000009247702,0.002240978,0.0015115055,0.00019749346,0.000088785506,0.000002912424,0.00018643898],"genre_scores_gemma":[0.9976477,0.00020259575,0.000015848304,0.0002776143,0.000037671045,3.161893e-7,0.000007512755,0.000013979874,0.001796751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845654,0.0004533383,0.00052074215,0.00013025563,0.00007072026,0.00036839253],"domain_scores_gemma":[0.999063,0.000119124474,0.00041983393,0.00018383621,0.00011272245,0.00010144061],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001154368,0.00013198983,0.00030404923,0.00018745895,0.00026231448,0.000016558874,0.00074795366,0.000038618207,0.0012129247],"category_scores_gemma":[0.00013888675,0.00010206864,0.00011993075,0.00030890174,0.0002883717,0.00012425017,0.00006482614,0.0006492458,0.000022440108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052662106,0.00026500862,0.88294214,0.000087355904,0.00040435325,0.00042510612,0.005766841,0.0003134746,0.021548314,0.0004613615,0.08549812,0.0017613228],"study_design_scores_gemma":[0.004138489,0.00088977296,0.9547911,0.00019504102,0.000106912084,0.00043333942,0.0005075947,0.000005012028,0.025030185,0.00016200761,0.013358656,0.00038186493],"about_ca_topic_score_codex":0.20010148,"about_ca_topic_score_gemma":0.13103673,"teacher_disagreement_score":0.072139464,"about_ca_system_score_codex":0.00014083849,"about_ca_system_score_gemma":0.00478297,"threshold_uncertainty_score":0.9997001},"labels":[],"label_agreement":null},{"id":"W4224979603","doi":"10.1186/s40545-022-00428-w","title":"India’s ban on antimicrobial fixed-dose combinations: winning the battle, losing the war?","year":2022,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Antimicrobial; Business; Government (linguistics); Toxicology; Descriptive statistics; Agricultural science; Biotechnology; Biology; Mathematics; Statistics","score_opus":0.03638267695576912,"score_gpt":0.3648282612139333,"score_spread":0.32844558425816417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224979603","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42173728,0.020517971,0.00028206536,0.5333368,0.0056447824,0.0005291878,0.00007444167,0.000037574086,0.017839858],"genre_scores_gemma":[0.98186845,0.0011774441,0.000040436258,0.016138243,0.00029094738,0.000001251803,0.0000024644803,0.000010710318,0.00047004572],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977534,0.0014226305,0.00034320235,0.00011375152,0.00010930614,0.0002577387],"domain_scores_gemma":[0.99322635,0.0061224666,0.00039681373,0.00013492782,0.000082881124,0.00003654112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019066428,0.00011844661,0.00017161039,0.00010181572,0.0012730836,0.000040472063,0.00031366825,0.000054303375,0.00018805997],"category_scores_gemma":[0.002239185,0.00006662115,0.00009113294,0.0002420072,0.00037182093,0.00020614648,0.00015041474,0.001560264,0.00002723183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014367492,0.004716956,0.0010216202,0.00017313282,0.0033639378,0.00054295914,0.01727105,0.0007262095,0.39692017,0.14867903,0.36306915,0.049148273],"study_design_scores_gemma":[0.0022948403,0.00040266584,0.0014220575,0.00004806191,0.00030949232,0.0040922994,0.0024456256,0.000025344398,0.007627198,0.0002700827,0.9809271,0.00013524675],"about_ca_topic_score_codex":0.00003285578,"about_ca_topic_score_gemma":6.4842914e-7,"teacher_disagreement_score":0.61785793,"about_ca_system_score_codex":0.00005774523,"about_ca_system_score_gemma":0.00017268142,"threshold_uncertainty_score":0.97916585},"labels":[],"label_agreement":null},{"id":"W4225003249","doi":"10.3390/ijerph19095270","title":"COVID-19 Clinical Profiles and Fatality Rates in Hospitalized Patients Reveal Case Aggravation and Selective Co-Infection by Limited Gram-Negative Bacteria","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; McGill University","funders":"University of Hail","keywords":"Case fatality rate; Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Infection control; Bacteria; Gram-negative bacteria; Intensive care medicine; Virology; Environmental health; Emergency medicine; Biology; Internal medicine; Epidemiology; Disease; Infectious disease (medical specialty); Outbreak; Escherichia coli","score_opus":0.05831334654134543,"score_gpt":0.40980116065450445,"score_spread":0.351487814113159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225003249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995138,0.00089607324,0.000022327604,0.0030675172,0.0001628546,0.00027389493,0.00041953503,0.000003059755,0.000016734239],"genre_scores_gemma":[0.9956467,0.0035724763,0.000033502743,0.0003795818,0.000023814075,0.0000068695695,0.00024471723,0.0000056218664,0.00008667927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975364,0.0013698271,0.00046765932,0.00020652243,0.00018590325,0.00023366144],"domain_scores_gemma":[0.9989548,0.00045171232,0.00030118314,0.000046376776,0.00006588204,0.0001800598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024120593,0.000083347964,0.0001925782,0.00022615622,0.0003629556,0.00004312226,0.0000837826,0.000068916714,0.00014939664],"category_scores_gemma":[0.00075520546,0.00007249207,0.000024989526,0.000091030524,0.00047320922,0.00021003456,0.00013303025,0.0005915011,0.0000012781489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091390626,0.0011923063,0.97878027,0.000024998186,0.00016280646,0.00007483288,0.0012648308,2.3373316e-7,0.0019421545,0.00006981751,0.0037480944,0.011825739],"study_design_scores_gemma":[0.004026082,0.0024743394,0.98191416,0.000022262771,0.000003467292,0.0006593436,0.0020327312,0.0000064591272,0.00034468263,0.00050052925,0.007924165,0.00009177076],"about_ca_topic_score_codex":0.00090905867,"about_ca_topic_score_gemma":0.000076507415,"teacher_disagreement_score":0.011733969,"about_ca_system_score_codex":0.00046318196,"about_ca_system_score_gemma":0.0002673107,"threshold_uncertainty_score":0.29561406},"labels":[],"label_agreement":null},{"id":"W4225588997","doi":"10.3389/fpubh.2022.847420","title":"Antimicrobial Stewardship in Surgery: A Literature Bibliometric Analysis","year":2022,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"China International Medical Foundation; Shanghai Shen Kang Hospital Development Center","keywords":"Antimicrobial stewardship; Bibliometrics; Citation; Library science; Medicine; Web of science; MEDLINE; Ranking (information retrieval); Stewardship (theology); Antibiotic resistance; Political science; Internal medicine; Meta-analysis; Antibiotics; Computer science; Biology","score_opus":0.02237268627922744,"score_gpt":0.2587835507543104,"score_spread":0.23641086447508297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225588997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9397573,0.040775433,0.0022796432,0.01154821,0.004275181,0.00045825084,0.0003218835,0.000094294715,0.0004898406],"genre_scores_gemma":[0.99466765,0.0016577262,0.00033438602,0.0016193601,0.000022645017,0.00001628619,0.0005836429,0.00001624465,0.0010820884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660516,0.0012882095,0.0006113002,0.000483699,0.00010176319,0.0009098703],"domain_scores_gemma":[0.9991865,0.00013645654,0.00021692568,0.00035350755,0.000041106694,0.00006551351],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.002891863,0.00017667696,0.0007647568,0.09280477,0.0002832041,0.00005178179,0.00036728062,0.00017790587,0.0002819142],"category_scores_gemma":[0.00017617078,0.0001742727,0.00021029785,0.19440398,0.00009706681,0.00015605446,0.00014344678,0.0008554769,0.000012041956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060919647,0.00045274975,0.7752854,0.00007957848,0.0003088833,0.00005249418,0.0012047053,0.00003555979,0.00005214415,0.00013368923,0.20572565,0.016608229],"study_design_scores_gemma":[0.0011011008,0.000090795285,0.7578171,0.000052841708,0.000029478275,0.000027412274,0.0013802671,0.000049316553,0.000037666854,0.00008091574,0.23899913,0.0003339889],"about_ca_topic_score_codex":0.000440116,"about_ca_topic_score_gemma":0.00017409977,"teacher_disagreement_score":0.10159921,"about_ca_system_score_codex":0.00046500308,"about_ca_system_score_gemma":0.0007881369,"threshold_uncertainty_score":0.91747755},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4225625450","doi":"10.1093/cid/ciac256","title":"Introducing the Escalation Antibiogram: A Simple Tool to Inform Changes in Empiric Antimicrobials in the Nonresponding Patient","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Meropenem; Amikacin; Piperacillin; Ertapenem; De-escalation; Piperacillin/tazobactam; Tazobactam; Tobramycin; Sulfamethoxazole; Internal medicine; Ciprofloxacin; Ceftazidime; Cefotetan; Gentamicin; Imipenem; Antibiotics; Microbiology; Antibiotic resistance; Biology","score_opus":0.02550592131914265,"score_gpt":0.3306452291838887,"score_spread":0.3051393078647461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225625450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950156,0.0005121528,0.00003413313,0.0027894664,0.0006976804,0.000722783,0.00005948981,0.00004356434,0.00012513493],"genre_scores_gemma":[0.99494207,0.000091620095,0.0000032659007,0.0046805255,0.0000759865,0.000047951144,0.000078592144,0.000011180924,0.00006881486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777293,0.00091362116,0.0005643623,0.0003271674,0.00006987496,0.00035202136],"domain_scores_gemma":[0.9982704,0.0011456638,0.0001637219,0.00036911428,0.00003059291,0.000020487101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00116813,0.00014440414,0.00029075754,0.00020840403,0.00054748903,0.000042308275,0.00029044898,0.00008831274,0.0002727897],"category_scores_gemma":[0.0009027968,0.000090817746,0.00013073809,0.00096731354,0.00014810184,0.0000602869,0.0002612876,0.00046626848,0.00007084265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003140867,0.0011636396,0.95348376,0.00002617339,0.000067863664,0.000024676743,0.0022181517,0.0010070793,0.0029436613,0.00024304003,0.012877087,0.025630765],"study_design_scores_gemma":[0.0010878588,0.00078817096,0.940457,0.00004737353,0.000051789222,0.000015863545,0.0018531113,0.000026742146,0.00043567512,0.00021778465,0.05478,0.00023866275],"about_ca_topic_score_codex":0.00014712427,"about_ca_topic_score_gemma":0.00087581034,"teacher_disagreement_score":0.04190291,"about_ca_system_score_codex":0.00006973516,"about_ca_system_score_gemma":0.00006922918,"threshold_uncertainty_score":0.42108983},"labels":[],"label_agreement":null},{"id":"W4225875717","doi":"10.1093/ofid/ofac083","title":"Pathogen Species Is Associated With Mortality in Nosocomial Bloodstream Infection in Patients With COVID-19","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion; NYU Grossman School of Medicine; Genentech; Centers for Disease Control and Prevention; Janssen Biotech; York University; Regeneron Pharmaceuticals; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Pfizer","keywords":"Medicine; Pneumonia; Pandemic; Enterococcus; Epidemiology; Retrospective cohort study; Mortality rate; Pathogen; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Antibiotics; Immunology; Infectious disease (medical specialty); Microbiology; Biology","score_opus":0.010299451829825876,"score_gpt":0.24395631937593315,"score_spread":0.23365686754610726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225875717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954383,0.00010619776,0.000009212246,0.0001324968,0.00016406183,0.00093016383,0.0007633454,0.000059589205,0.0023966634],"genre_scores_gemma":[0.99754035,0.000019636753,0.0000012973894,0.00083839614,0.000005808453,0.0001061992,0.00080370664,0.000020752172,0.00066382997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985342,0.00033777798,0.00025178216,0.00039733134,0.00009336413,0.00038553937],"domain_scores_gemma":[0.9993782,0.000086799584,0.00019458332,0.0002473234,0.00004102571,0.000052041014],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014817405,0.00020273196,0.00035190216,0.00015189548,0.0005016801,0.000046530055,0.0002149767,0.00009152927,0.0012433449],"category_scores_gemma":[0.000097272314,0.00016487442,0.000054791013,0.00048921915,0.0001683493,0.00019009256,0.0002758193,0.00027656605,0.000018454952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067989377,0.0024379073,0.9940449,0.00001565213,0.00021469936,0.000035394376,0.00022075801,0.00020897304,0.000052858828,0.00017420163,0.0018425273,0.00007224308],"study_design_scores_gemma":[0.0071989424,0.0008664234,0.9883578,0.00003885517,0.000086691,0.0000054098828,0.0002293997,0.000001158586,0.000084991676,0.00018335707,0.0026846142,0.0002623497],"about_ca_topic_score_codex":0.0054237884,"about_ca_topic_score_gemma":0.022087129,"teacher_disagreement_score":0.01666334,"about_ca_system_score_codex":0.0004076794,"about_ca_system_score_gemma":0.0003363735,"threshold_uncertainty_score":0.9996697},"labels":[],"label_agreement":null},{"id":"W4225974011","doi":"10.3399/bjgp.2021.0639","title":"Factors predicting amoxicillin prescribing in primary care among children: a cohort study","year":2022,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"University College London; Department of Health and Social Care; Great Ormond Street Institute of Child Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Odds ratio; Amoxicillin; Pediatrics; Confidence interval; Pregnancy; Cohort study; Cohort; Attendance; Internal medicine; Antibiotics","score_opus":0.009642689639275588,"score_gpt":0.22955136075698707,"score_spread":0.21990867111771148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225974011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823202,0.015082517,0.000020710197,0.000034375185,0.00078600727,0.000458835,0.000036458743,0.00001749579,0.0012434229],"genre_scores_gemma":[0.99870753,0.00030703662,0.00010789876,0.00013909362,0.000107738335,0.0000048804613,0.00005098816,0.000023142773,0.0005517174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974423,0.00112388,0.0006755642,0.00025696994,0.00018960903,0.000311649],"domain_scores_gemma":[0.9987463,0.00020137234,0.00071589096,0.00014277647,0.00015980027,0.000033896664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011706721,0.0001486066,0.00040074257,0.00013456719,0.0005272626,0.000056164452,0.0003364781,0.00008757708,0.00014015383],"category_scores_gemma":[0.0003713441,0.00015764924,0.000120114266,0.0002113957,0.000078413075,0.0005008258,0.00020118794,0.0014046063,0.0000025900204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020882604,0.0007107552,0.9895107,0.000014389465,0.00040878498,0.00068653515,0.0019818495,0.0006685939,0.0028123057,0.0000021084197,0.0010660103,0.0019291481],"study_design_scores_gemma":[0.0017205727,0.00053682225,0.9788491,0.00010912108,0.000190515,0.0024616027,0.014482933,0.0000024381345,0.0005148333,0.0000017976319,0.00095767813,0.00017254571],"about_ca_topic_score_codex":0.002180585,"about_ca_topic_score_gemma":0.00028165473,"teacher_disagreement_score":0.016387325,"about_ca_system_score_codex":0.00023312801,"about_ca_system_score_gemma":0.00016034709,"threshold_uncertainty_score":0.6428749},"labels":[],"label_agreement":null},{"id":"W4226110159","doi":"10.1038/s43856-022-00094-8","title":"Personalized antibiograms for machine learning driven antibiotic selection","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Antibiotics; Piperacillin; Intensive care medicine; Tazobactam; Medical prescription; Antimicrobial stewardship; Antibiotic resistance; Pseudomonas aeruginosa; Pharmacology; Microbiology; Imipenem; Biology","score_opus":0.03169289898127345,"score_gpt":0.2934846891022257,"score_spread":0.2617917901209522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226110159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44104356,0.3558636,0.05960022,0.09988312,0.00580694,0.006939789,0.00050827756,0.0024671103,0.027887383],"genre_scores_gemma":[0.9855827,0.0013124018,0.0013849927,0.00029732383,0.00003226683,0.000021269007,0.0012238657,0.00002114371,0.010124056],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988884,0.00037975368,0.00025273208,0.00020296877,0.0000477061,0.00022847578],"domain_scores_gemma":[0.99887854,0.00032371728,0.0001547993,0.00054126815,0.00008228094,0.00001939717],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00042288494,0.00012029013,0.00025124612,0.00014271068,0.0019534226,0.0000051310153,0.0006003773,0.000064971566,0.0007344273],"category_scores_gemma":[0.00015030781,0.00010501357,0.00008003899,0.0003692258,0.0005699912,0.000032156924,0.0002512064,0.0004996111,0.000036493533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046899717,0.000952575,0.055309422,0.00014177215,0.0007218091,0.0000023839955,0.004875584,0.000121770805,0.8826637,0.023392152,0.019247392,0.012102432],"study_design_scores_gemma":[0.0035329899,0.0009514479,0.002771901,0.000095334144,0.00020665779,0.00010382473,0.003337987,0.0016406372,0.0037970515,0.00020848917,0.98310906,0.00024460925],"about_ca_topic_score_codex":0.0001736929,"about_ca_topic_score_gemma":0.000059759415,"teacher_disagreement_score":0.9638617,"about_ca_system_score_codex":0.00005981119,"about_ca_system_score_gemma":0.000041878277,"threshold_uncertainty_score":0.9993459},"labels":[],"label_agreement":null},{"id":"W4226145435","doi":"10.4212/cjhp.v75i2.3173","title":"Assessment of Intravenous versus Oral Antimicrobials in a Large Regional Health Authority","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Medicine; Antimicrobial; Levofloxacin; Metronidazole; Trimethoprim; Clindamycin; Adverse effect; Discontinuation; Ciprofloxacin; Internal medicine; Antibiotics","score_opus":0.028464693639431153,"score_gpt":0.3200086822763493,"score_spread":0.29154398863691816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226145435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98296064,0.0045996294,0.00002798523,0.009452102,0.0023875865,0.00017659503,0.00014627654,0.000002914096,0.00024624632],"genre_scores_gemma":[0.9991677,0.00012549858,0.000058089954,0.00045113184,0.000040388077,8.921871e-7,0.000014477449,0.000008684081,0.00013316199],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862504,0.00040294792,0.00043368523,0.00009651852,0.00006760177,0.00037418457],"domain_scores_gemma":[0.9992686,0.00006237839,0.0004020845,0.000117090254,0.000069858645,0.00008000225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011751201,0.00009553989,0.00030072586,0.00015975157,0.0004540643,0.000009762842,0.00040298028,0.000028602091,0.00065999455],"category_scores_gemma":[0.000023270966,0.00007476183,0.00010732217,0.00018965558,0.00018204021,0.000058896996,0.000040693478,0.0007043495,0.0000043643868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046352926,0.006003969,0.307071,0.00044452073,0.0046654046,0.0029126797,0.048554953,0.001866397,0.054404043,0.07332016,0.47645503,0.019666562],"study_design_scores_gemma":[0.03557564,0.009189258,0.46364322,0.00037710607,0.00030359975,0.0013241243,0.011889515,0.00006330435,0.006394025,0.0015285105,0.46866348,0.0010482124],"about_ca_topic_score_codex":0.015877131,"about_ca_topic_score_gemma":0.02419816,"teacher_disagreement_score":0.15657224,"about_ca_system_score_codex":0.0003594617,"about_ca_system_score_gemma":0.0030624038,"threshold_uncertainty_score":0.9936077},"labels":[],"label_agreement":null},{"id":"W4230044291","doi":"10.1155/2002/879527","title":"Antimicrobial Resistance in Canada: Update on Activities of the Canadian Committee on Antibiotic Resistance","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antimicrobial; Antibiotics; Medicine; Microbiology; Biology; Ecology","score_opus":0.004912650882284368,"score_gpt":0.18146259549774463,"score_spread":0.17654994461546025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230044291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802359,0.009291217,0.0000010653299,0.0059828223,0.0016343836,0.00014974737,0.0004228638,0.0000036801168,0.0022783582],"genre_scores_gemma":[0.9955014,0.0005740283,0.0000030767787,0.0033013455,0.00005223035,5.413618e-7,0.000008490079,0.000014211914,0.0005446756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833155,0.00030248356,0.0005034153,0.00022212071,0.000059633174,0.00058082945],"domain_scores_gemma":[0.9988026,0.00021521404,0.00029467326,0.00024146827,0.00008384805,0.00036220445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001804769,0.0002121593,0.00050424243,0.00029582094,0.00034996355,0.00001347846,0.00037447407,0.00027871152,0.00044239394],"category_scores_gemma":[0.00034421554,0.00015155827,0.00011366319,0.00022173402,0.0009285115,0.000037658323,0.000019609855,0.00068467937,0.000010331707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005713324,0.00045100696,0.54581356,0.00048471047,0.00072781293,0.0019241058,0.0008842089,0.000045699624,0.008658826,0.00975334,0.42719772,0.0034876666],"study_design_scores_gemma":[0.008738444,0.00074637844,0.5715099,0.0066535664,0.00030916234,0.0015993468,0.00076834986,0.0000037310297,0.011592024,0.00047981567,0.39631394,0.001285352],"about_ca_topic_score_codex":0.8610393,"about_ca_topic_score_gemma":0.99976057,"teacher_disagreement_score":0.1387213,"about_ca_system_score_codex":0.00076675037,"about_ca_system_score_gemma":0.0052732155,"threshold_uncertainty_score":0.9354458},"labels":[],"label_agreement":null},{"id":"W4230194769","doi":"10.15585/mmwr.mm6544a9","title":"<i>Announcement:</i> Get Smart About Antibiotics Week — November 14–20, 2016","year":2016,"lang":"en","type":"article","venue":"MMWR Morbidity and Mortality Weekly Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotic Stewardship; Stewardship (theology); Health care; Public health; Antibiotics; Nursing; European union; Antibiotic resistance; Family medicine; Environmental health; Public relations; Economic growth; Business; Political science","score_opus":0.026532901644324272,"score_gpt":0.26362139101504517,"score_spread":0.2370884893707209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230194769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97271997,0.0024715778,0.001630232,0.0017265022,0.0025867694,0.0003980012,0.00033409472,0.00019731757,0.017935535],"genre_scores_gemma":[0.9107527,0.0014017986,0.000093757495,0.00049821445,0.0001745546,0.000002617085,0.00021164697,0.000033881763,0.08683082],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971668,0.00014679926,0.0008703261,0.00088855845,0.00017365167,0.00075384363],"domain_scores_gemma":[0.99816924,0.00011436897,0.0004392736,0.00096817256,0.00019399112,0.00011495484],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089879247,0.00041968914,0.0006357958,0.00007911022,0.00041075892,0.00004588598,0.0002676307,0.0004945647,0.0006606031],"category_scores_gemma":[0.0001551526,0.00028515494,0.00020382555,0.00014215051,0.000916512,0.0002636091,0.00021583802,0.00031020865,0.0005063817],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016057071,0.0008953203,0.4897114,0.00019494779,0.00085172046,0.0010400452,0.00019065602,6.4615773e-7,0.35586402,0.0015700795,0.14717223,0.0023483622],"study_design_scores_gemma":[0.0017731,0.00022841287,0.3136994,0.00034490516,0.00025931207,0.000995457,0.00010470525,0.0000010564981,0.0683343,0.00052074477,0.6130288,0.0007098146],"about_ca_topic_score_codex":0.0007925294,"about_ca_topic_score_gemma":0.00072666525,"teacher_disagreement_score":0.46585658,"about_ca_system_score_codex":0.000054643686,"about_ca_system_score_gemma":0.00021601845,"threshold_uncertainty_score":0.99996006},"labels":[],"label_agreement":null},{"id":"W4230274683","doi":"10.1155/2000/239174","title":"Health Care Profiles","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre; Hôpital Maisonneuve-Rosemont; University of Saskatchewan","funders":"","keywords":"Medicine","score_opus":0.0027160509642793445,"score_gpt":0.2114980190668208,"score_spread":0.20878196810254146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230274683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8818875,0.1134882,0.000023714581,0.002497265,0.0008958424,0.00010477371,0.00014883673,0.000013825995,0.00094005646],"genre_scores_gemma":[0.9951996,0.0019720152,0.000008208672,0.0022127945,0.00011621317,7.588738e-7,0.000043730153,0.000008911661,0.00043777507],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998978,0.00015071794,0.0003297773,0.00013926615,0.000017557073,0.00038464583],"domain_scores_gemma":[0.9992235,0.000053870794,0.000115496616,0.00008697953,0.00007968184,0.0004404823],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001062958,0.00012153542,0.00035370767,0.00012319772,0.00025378782,0.000010672552,0.0001362526,0.00022446406,0.004456767],"category_scores_gemma":[0.000095225,0.00008992345,0.00009788162,0.000070982554,0.00059018104,0.000034021632,0.000008151994,0.0002919022,0.00008041394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027996575,0.00024209275,0.1851281,0.00041365591,0.00088777445,0.0007680059,0.0031321845,0.0000053729477,0.005167084,0.0017843521,0.16099352,0.6411979],"study_design_scores_gemma":[0.00296072,0.0013565948,0.038577735,0.00047736434,0.00010497267,0.00851267,0.0008787454,2.53564e-7,0.00044653672,0.00015907548,0.946212,0.00031332672],"about_ca_topic_score_codex":0.0031828617,"about_ca_topic_score_gemma":0.010128437,"teacher_disagreement_score":0.7852185,"about_ca_system_score_codex":0.000079423866,"about_ca_system_score_gemma":0.002040646,"threshold_uncertainty_score":0.9964533},"labels":[],"label_agreement":null},{"id":"W4232059913","doi":"10.3138/jammi.2019-08-15.en","title":"Antimicrobial resistance (AMR)","year":2019,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Resistance (ecology); Microbiology; Biology; Antibiotics","score_opus":0.002015145683495616,"score_gpt":0.1863665866449415,"score_spread":0.18435144096144587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232059913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98648965,0.0029395216,0.000008784523,0.007052449,0.0028983576,0.0000928159,0.00005752197,0.0000040951,0.00045682685],"genre_scores_gemma":[0.9943446,0.00035111685,0.0000030929145,0.0014741812,0.000055725297,2.382932e-7,0.0000057542657,0.00000556724,0.0037597257],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988569,0.00029328436,0.0004432169,0.00011012353,0.00010065003,0.00019581876],"domain_scores_gemma":[0.9985518,0.00027786996,0.00078907516,0.00013171996,0.00018914793,0.00006039575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005965231,0.00010068032,0.0003251838,0.00004142116,0.00010550547,0.0000048595493,0.00028269633,0.00025257602,0.00030523443],"category_scores_gemma":[0.0007104697,0.00006528827,0.00012224849,0.000100187244,0.00014575993,0.0000417522,0.00006945849,0.00041670675,0.0000066091],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004088611,0.00019259598,0.58565253,0.00022643487,0.0008284437,0.000020060521,0.00007986468,0.000009986546,0.11417163,0.0015865045,0.29652128,0.00030182855],"study_design_scores_gemma":[0.0077442545,0.00018447872,0.38131616,0.0012580693,0.00046474786,0.00035795558,0.00016649181,0.0000022415284,0.028025331,0.00042167914,0.57962906,0.00042954346],"about_ca_topic_score_codex":0.00403367,"about_ca_topic_score_gemma":0.05039873,"teacher_disagreement_score":0.2831078,"about_ca_system_score_codex":0.00018397697,"about_ca_system_score_gemma":0.0013420956,"threshold_uncertainty_score":0.966929},"labels":[],"label_agreement":null},{"id":"W4232155455","doi":"10.21203/rs.3.rs-179136/v1","title":"Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: Analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Institute of Population and Public Health; Joint Programming Initiative on Antimicrobial Resistance; Institute of Infection and Immunity; Svenska Forskningsrådet Formas; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Psychological intervention; Context (archaeology); Business; Environmental health; Public relations; Medicine; Political science; Geography; Nursing","score_opus":0.09800239859467763,"score_gpt":0.4171984055087037,"score_spread":0.31919600691402605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232155455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97942865,0.014068269,0.00043714186,0.0031292823,0.0002855414,0.00074000465,0.0018278516,0.000025960766,0.000057313675],"genre_scores_gemma":[0.99490184,0.0027501315,0.000042493273,0.000029122828,0.000037806356,0.000020826661,0.0013687478,0.000021745584,0.0008272739],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9947779,0.0022730718,0.0013116276,0.0006727859,0.00020323592,0.0007613759],"domain_scores_gemma":[0.9970864,0.0007299155,0.0010205149,0.0005118187,0.00060158735,0.000049734525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028705508,0.0002751523,0.0014612535,0.00042137242,0.0011066049,0.00010654874,0.00066691526,0.00053038175,0.0005413102],"category_scores_gemma":[0.0005033477,0.0002155418,0.0013386447,0.0010370656,0.0017169935,0.000075029704,0.0016152253,0.0017099046,0.000003577722],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025931667,0.012838684,0.33767286,0.10248454,0.05404145,0.000069767964,0.09640526,0.000084036175,0.37150866,0.010148367,0.009570743,0.0025824814],"study_design_scores_gemma":[0.0005949563,0.00018893766,0.9496562,0.007648307,0.0005293304,0.0000012791079,0.022626359,0.0000051884867,0.018162588,0.00005997842,0.00025244,0.00027445972],"about_ca_topic_score_codex":0.0018575742,"about_ca_topic_score_gemma":0.0119332,"teacher_disagreement_score":0.6119833,"about_ca_system_score_codex":0.00016384464,"about_ca_system_score_gemma":0.00030791148,"threshold_uncertainty_score":0.878954},"labels":[],"label_agreement":null},{"id":"W4232671221","doi":"10.1097/ipc.0000000000000592","title":"In Demand","year":2018,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Mary's Hospital","funders":"","keywords":"Medicine; Division (mathematics); Family medicine; Library science; Arithmetic; Computer science","score_opus":0.02033979576928391,"score_gpt":0.38931420090456076,"score_spread":0.36897440513527685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232671221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94837683,0.0039445213,0.00024171485,0.0013554795,0.0036911971,0.00025840558,0.000009795568,0.000085229716,0.04203681],"genre_scores_gemma":[0.9953473,0.00047700765,0.000045531688,0.0030957896,0.0002326353,0.0000050632734,0.000004418801,0.000010581347,0.0007816757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810505,0.00067088805,0.00058231794,0.00033121117,0.00003428913,0.00027622684],"domain_scores_gemma":[0.99654615,0.0029030493,0.00016662848,0.00027158813,0.0000790683,0.000033517656],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079373963,0.00011133352,0.0002579259,0.00008760286,0.000079833386,0.000013462746,0.00013700254,0.00026215304,0.000608789],"category_scores_gemma":[0.0073666223,0.00009783072,0.00008397772,0.00023989548,0.00052664825,0.0002952958,0.00007283219,0.00047916622,0.002177439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008281413,0.002970608,0.9712665,0.000026322976,0.00011129937,0.00019295822,0.00011015691,0.000003975436,0.00021486924,0.0022384732,0.016115882,0.005920829],"study_design_scores_gemma":[0.0042859493,0.0008107228,0.6657581,0.00012711599,0.0001246919,0.00011586221,0.00018350645,0.0000109518005,0.00026458554,0.004183214,0.3238079,0.00032743797],"about_ca_topic_score_codex":0.00029179954,"about_ca_topic_score_gemma":0.00075583433,"teacher_disagreement_score":0.30769202,"about_ca_system_score_codex":0.00003680678,"about_ca_system_score_gemma":0.000081466846,"threshold_uncertainty_score":0.99859947},"labels":[],"label_agreement":null},{"id":"W4232881721","doi":"10.1093/jac/dkt093","title":"Preface","year":2013,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computational biology; Biology","score_opus":0.005165436984404904,"score_gpt":0.20824743267677615,"score_spread":0.20308199569237123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232881721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927362,0.0010906667,0.00057419325,0.0033165982,0.0008004924,0.0001127839,0.0000021049548,0.000016712016,0.0013501986],"genre_scores_gemma":[0.9913592,0.0006115141,0.0009379269,0.0017333166,0.000108837405,2.3410155e-7,0.0000017179569,0.000017512353,0.0052297544],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999251,0.000045343328,0.0003604406,0.00009493007,0.000031835516,0.00021646718],"domain_scores_gemma":[0.99934727,0.00003294235,0.0003001253,0.00012885245,0.00016769463,0.000023128336],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001236673,0.000119750315,0.00027404737,0.00007554927,0.000069669135,0.000024116069,0.00024127179,0.00015028767,0.0018863925],"category_scores_gemma":[0.0000137542775,0.00008477001,0.00016118825,0.000084331674,0.00012618469,0.0001649767,0.000014395077,0.00024626803,0.00060371205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078483456,0.000111363304,0.0007334618,0.000010780129,0.00013225437,0.000003441699,0.00016862081,0.0000018607898,0.83830345,0.000033626562,0.15762424,0.0027983899],"study_design_scores_gemma":[0.0019175876,0.00016188454,0.004748786,0.0000964872,0.000019333607,0.000369213,0.00008670274,6.1385344e-7,0.8854748,0.000088839806,0.10689306,0.00014271743],"about_ca_topic_score_codex":0.00002189114,"about_ca_topic_score_gemma":0.0000012133538,"teacher_disagreement_score":0.05073119,"about_ca_system_score_codex":0.000018950248,"about_ca_system_score_gemma":0.00005740325,"threshold_uncertainty_score":0.999026},"labels":[],"label_agreement":null},{"id":"W4233439390","doi":"10.3138/jammi.2019-08-15.fr","title":"Résistance aux antimicrobiens","year":2019,"lang":"fr","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biology","score_opus":0.002600732647624538,"score_gpt":0.1999733559700804,"score_spread":0.19737262332245586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233439390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90243435,0.04444821,0.000019209527,0.039678082,0.012523286,0.00016196024,0.00025708028,0.000003961954,0.0004738631],"genre_scores_gemma":[0.9762057,0.005046964,0.0000049132645,0.0031222324,0.00016818088,3.2315234e-7,0.000009161691,0.0000116907495,0.015430809],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977455,0.00070622284,0.000796983,0.0001869556,0.00016893599,0.00039537053],"domain_scores_gemma":[0.9971158,0.0005520015,0.0015365146,0.0002110777,0.00042896438,0.00015562883],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010173855,0.00019785826,0.0006205391,0.000062799656,0.00018547762,0.000010266676,0.00044205683,0.0006444184,0.0011201792],"category_scores_gemma":[0.0012346889,0.00014133929,0.00025457123,0.00017821607,0.0004566549,0.00008003646,0.00013734335,0.00091155164,0.00001601411],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004170134,0.00050461036,0.5330338,0.00083597924,0.0023655589,0.00006697743,0.0001732645,0.000040789713,0.058539495,0.006952053,0.3959133,0.0011571769],"study_design_scores_gemma":[0.0053344537,0.0003663051,0.16800831,0.0026751282,0.00094070105,0.0008450863,0.00025657428,0.000012206376,0.007811589,0.00052734034,0.8127943,0.00042800148],"about_ca_topic_score_codex":0.01991629,"about_ca_topic_score_gemma":0.09040798,"teacher_disagreement_score":0.416881,"about_ca_system_score_codex":0.0004881507,"about_ca_system_score_gemma":0.0046685706,"threshold_uncertainty_score":0.99979293},"labels":[],"label_agreement":null},{"id":"W4239526539","doi":"10.26417/ejis.v4i1.p34-42","title":"Perception and preferences of the doctors from the Health Centers towards the use of antibiotics in Prishtina, Kosovo","year":2018,"lang":"en","type":"article","venue":"European Journal of Interdisciplinary Studies","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Population; Medicine; Preference; Family medicine; Quarter (Canadian coin); Environmental health; Geography; Biology","score_opus":0.07713705761417952,"score_gpt":0.313212802123392,"score_spread":0.23607574450921245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239526539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892927,0.005285219,0.000038986163,0.0043456503,0.0007674732,0.00009880589,0.000019003048,0.0000021268881,0.0001500476],"genre_scores_gemma":[0.99721634,0.0023591472,0.000090538866,0.00011294799,0.00007265518,2.3689132e-8,7.924399e-7,0.0000064523997,0.00014112396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981991,0.0009499232,0.000564,0.00010131609,0.00005732127,0.0001283414],"domain_scores_gemma":[0.9988007,0.0002241698,0.0006330708,0.00018626633,0.00014656034,0.000009256859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007051162,0.000106605694,0.00028255463,0.000035833913,0.00025843905,0.0000096172025,0.00035507337,0.00002115867,0.000011828539],"category_scores_gemma":[0.00011091342,0.000041224896,0.000093437,0.000091050526,0.001456847,0.0000716871,0.00061319035,0.00025397527,0.0000026325565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002235065,0.00052735436,0.5257616,0.00022645823,0.0024546168,0.000022648166,0.32754314,0.00002347649,0.043762326,0.000107655374,0.054659005,0.04267666],"study_design_scores_gemma":[0.00040787255,0.0009643507,0.9478402,0.0012898872,0.000050264855,0.000027926515,0.046122048,0.0000016391306,0.0020398633,0.000059440117,0.0011430107,0.00005347231],"about_ca_topic_score_codex":0.000038368653,"about_ca_topic_score_gemma":0.00017017905,"teacher_disagreement_score":0.42207864,"about_ca_system_score_codex":0.000020027726,"about_ca_system_score_gemma":0.000032713186,"threshold_uncertainty_score":0.5367813},"labels":[],"label_agreement":null},{"id":"W4239596802","doi":"10.1007/s40274-013-0638-5","title":"A quarter of US antibiotic prescriptions are not indicated","year":2013,"lang":"en","type":"article","venue":"PharmacoEconomics & Outcomes News","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medical prescription; Quality of Life Research; Antibiotics; Health economics; Public health; Medicine; Pharmacology; Microbiology; History; Nursing; Biology","score_opus":0.014088377768994423,"score_gpt":0.27487949035444886,"score_spread":0.26079111258545445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239596802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99154806,0.00059156195,0.000044529756,0.004094876,0.0010239283,0.00042550502,0.000083297375,0.00006815978,0.0021200865],"genre_scores_gemma":[0.9911474,0.00021656652,0.00010632715,0.0043505677,0.00002798278,0.000007519644,0.00003877485,0.000022951486,0.0040819137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986884,0.00008320174,0.0005386467,0.00030450235,0.00002165915,0.00036357573],"domain_scores_gemma":[0.9991003,0.00009663005,0.00037386562,0.00033272844,0.000050433253,0.000046036927],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008155909,0.00021735571,0.0004990142,0.00013875199,0.00010579148,0.000022749855,0.00032728145,0.00016908937,0.0028075255],"category_scores_gemma":[0.000018521532,0.00018276417,0.00019262763,0.000071050265,0.00017170943,0.0001919236,0.00007484972,0.00024199579,0.0035934823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072343275,0.0004055993,0.49059093,0.00008759391,0.00078543474,0.0000030337762,0.00036136547,0.000017881066,0.40585646,0.0004869285,0.09989265,0.0014397773],"study_design_scores_gemma":[0.0033833757,0.0000829352,0.7273639,0.00005406968,0.00021456281,0.00001890986,0.0005692503,0.00006804032,0.2170852,0.00014093185,0.050521024,0.0004977957],"about_ca_topic_score_codex":0.0010739517,"about_ca_topic_score_gemma":0.000120685385,"teacher_disagreement_score":0.23677297,"about_ca_system_score_codex":0.000037451082,"about_ca_system_score_gemma":0.000043092732,"threshold_uncertainty_score":0.99810404},"labels":[],"label_agreement":null},{"id":"W4239801750","doi":"10.3410/f.3537957.3236055","title":"Faculty Opinions recommendation of Direct ertapenem disk screening method for identification of KPC-producing Klebsiella pneumoniae and Escherichia coli in surveillance swab specimens.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ertapenem; Klebsiella pneumoniae; Microbiology; Identification (biology); Escherichia coli; Biology; Gene; Genetics","score_opus":0.02161996109036324,"score_gpt":0.3393956860939237,"score_spread":0.31777572500356044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239801750","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000044237095,0.0032271552,0.00042479692,0.045124058,0.0008540339,0.0014615427,0.94883,0.000016573202,0.000017602622],"genre_scores_gemma":[0.00031067125,0.0008831592,0.0022529617,0.00040365456,0.00008266711,0.00008115769,0.9951798,0.000022011978,0.0007839468],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996332,0.0006478429,0.0017359584,0.0007195852,0.00025666002,0.00030797708],"domain_scores_gemma":[0.99442875,0.0004556177,0.0020590518,0.0010301943,0.0019632552,0.00006313154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002650501,0.0003875606,0.0011084848,0.0002882452,0.0001976452,0.000043699067,0.00083553686,0.00083951425,0.00009816622],"category_scores_gemma":[0.005078996,0.0002695476,0.0003316137,0.001071057,0.00039291434,0.00016185369,0.00025691296,0.0008727654,0.0000066320226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045828067,0.0002562058,0.000071592716,0.005950358,0.00018552966,7.107585e-8,0.00017257083,3.2863008e-7,0.0032274611,0.00011040931,0.98788965,0.0020900262],"study_design_scores_gemma":[0.0007210689,0.00008078068,0.016801354,0.0051859985,0.00012636863,0.000008966532,0.000047715945,0.000011006506,0.0018347312,0.000015899303,0.97491163,0.00025445307],"about_ca_topic_score_codex":0.00020470985,"about_ca_topic_score_gemma":0.00013281632,"teacher_disagreement_score":0.046349768,"about_ca_system_score_codex":0.000038244645,"about_ca_system_score_gemma":0.00021329176,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W4243289746","doi":"10.3410/f.1282023.749113","title":"Faculty Opinions recommendation of MLST typing of Escherichia coli isolates overproducing AmpC {beta}-lactamase.","year":2009,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multilocus sequence typing; Microbiology; Typing; Escherichia coli; BETA (programming language); Beta-lactamase; Biology; Genetics; Gene; Genotype; Computer science","score_opus":0.020550656223646255,"score_gpt":0.3157723333753291,"score_spread":0.29522167715168285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243289746","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010481809,0.006996032,0.000041280888,0.06487893,0.0011712756,0.00093265326,0.92584753,0.000031678337,0.00009014221],"genre_scores_gemma":[0.00015205749,0.0012496162,0.00038646898,0.0019847865,0.0001386674,0.000024552204,0.9943007,0.000022451606,0.0017406613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623793,0.00055984367,0.0018189762,0.0006824193,0.00030039705,0.00040040512],"domain_scores_gemma":[0.9927595,0.00018367129,0.0023257667,0.0013900367,0.0032503211,0.000090707654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011437403,0.00051696587,0.0012804571,0.00030167119,0.00026642042,0.00004309612,0.0013252555,0.0010767627,0.0006006119],"category_scores_gemma":[0.0032882197,0.00033905116,0.0006241522,0.0014909912,0.0005634175,0.00023547493,0.00033750958,0.0011977109,0.00006631352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004105668,0.00047032026,0.000009928972,0.0064115175,0.00033234348,1.14255485e-7,0.00012928747,1.3689427e-7,0.00035603737,0.00022282529,0.99085635,0.0011700942],"study_design_scores_gemma":[0.0006466111,0.00017262052,0.0018648676,0.016502723,0.00028241973,0.000017331999,0.000050857536,0.000001406006,0.0008060192,0.000014907174,0.97932494,0.00031527414],"about_ca_topic_score_codex":0.000103255996,"about_ca_topic_score_gemma":0.000009638106,"teacher_disagreement_score":0.068453215,"about_ca_system_score_codex":0.000073409414,"about_ca_system_score_gemma":0.0004892813,"threshold_uncertainty_score":0.9999061},"labels":[],"label_agreement":null},{"id":"W4245416584","doi":"10.1093/ofid/ofx163.1278","title":"Impact of an Unsolicited, Simple Standardized Form Based Antimicrobial Stewardship Intervention to Improve Guideline Adherence in the Management of Staphylococcus aureus Bacteremia","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Covenant Health; University of Alberta","funders":"","keywords":"Medicine; Antimicrobial stewardship; Guideline; Bacteremia; Staphylococcus aureus; Intervention (counseling); Antimicrobial; Intensive care medicine; Methicillin-resistant Staphylococcus aureus; Stewardship (theology); Family medicine; Nursing; Microbiology; Antibiotics; Antibiotic resistance; Pathology; Bacteria","score_opus":0.012350072729346883,"score_gpt":0.3283812789405347,"score_spread":0.3160312062111878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245416584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504185,0.00008884288,0.00069717836,0.000080204816,0.00018041379,0.0012988724,0.0012814444,0.000017027978,0.0013141569],"genre_scores_gemma":[0.99939054,0.000018283228,0.00009002535,0.00010367865,0.000011049821,0.000028414623,0.0002541016,0.000016257856,0.00008766934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985441,0.00016685211,0.00055946707,0.0003064802,0.00007052737,0.00035256403],"domain_scores_gemma":[0.99833757,0.00004206204,0.00050838996,0.0009087851,0.0001619504,0.000041219246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040884444,0.00020872749,0.00042713404,0.00011350318,0.0002805934,0.000110777124,0.0010448936,0.000106963686,0.00024334357],"category_scores_gemma":[0.00005704222,0.00014197027,0.0002650002,0.00012339896,0.00017163093,0.00031328885,0.0003389294,0.00011778952,0.000011745431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009308812,0.005792719,0.7451268,0.00085529365,0.001828113,0.000052935964,0.00059655024,0.00037751588,0.15518218,0.0010747388,0.01457305,0.06523129],"study_design_scores_gemma":[0.0122226905,0.004160597,0.9402487,0.00084187073,0.00031684176,0.0000045688985,0.0008718818,0.000039462528,0.03890723,0.0008640962,0.0010621294,0.0004599276],"about_ca_topic_score_codex":0.006000393,"about_ca_topic_score_gemma":0.0024968972,"teacher_disagreement_score":0.19512191,"about_ca_system_score_codex":0.00007998204,"about_ca_system_score_gemma":0.00011972047,"threshold_uncertainty_score":0.9070839},"labels":[],"label_agreement":null},{"id":"W4246933707","doi":"10.21203/rs.3.rs-366410/v1","title":"Characterizing Social-ecological Context and Success Factors of Antimicrobial Resistance&amp;nbsp;Interventions Across the One Health Spectrum: Analysis of 42 Interventions Targeting E. Coli","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Psychological intervention; Context (archaeology); Business; Environmental health; Public relations; Medicine; Political science; Nursing; Geography","score_opus":0.1194835623649255,"score_gpt":0.4267031880892983,"score_spread":0.3072196257243728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246933707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97866863,0.014043,0.0005505191,0.0031905982,0.00032544532,0.0008204197,0.00230178,0.000030732797,0.000068896086],"genre_scores_gemma":[0.9933533,0.0029510728,0.00006730159,0.000031203952,0.00004766909,0.000023068498,0.0021162082,0.000025937003,0.0013842236],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99422485,0.0024846466,0.0014375708,0.000745395,0.00023642974,0.00087108626],"domain_scores_gemma":[0.9968013,0.00078053994,0.0010956032,0.0005958629,0.00066664035,0.00006005198],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031012371,0.00031366022,0.0016159342,0.00047828813,0.0012731482,0.00012469619,0.00070305465,0.00060219166,0.00084039127],"category_scores_gemma":[0.00055011426,0.0002462408,0.0015736874,0.001087707,0.001780295,0.00007851825,0.0016325252,0.0018286435,0.000006361206],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022308761,0.013375018,0.3016911,0.09289489,0.056905594,0.00005520909,0.09196615,0.00009020627,0.41464552,0.010127663,0.013889389,0.0021283843],"study_design_scores_gemma":[0.0008513645,0.00021221525,0.95050365,0.008788076,0.00078071794,0.00000205566,0.022842227,0.0000036585823,0.014781594,0.000088955276,0.0007581824,0.00038729544],"about_ca_topic_score_codex":0.0021020973,"about_ca_topic_score_gemma":0.018268123,"teacher_disagreement_score":0.64881253,"about_ca_system_score_codex":0.00018661626,"about_ca_system_score_gemma":0.0003470624,"threshold_uncertainty_score":0.999999},"labels":[],"label_agreement":null},{"id":"W4248035943","doi":"10.52163/jcm.v62i3.34","title":"KNOWLEDGE OF ANTICIPATED DRUG USE FOR CHILDREN UNDER 5 YEARS OLD CHILDREN IN TWO COMMUNITIES, KIEN XUONG DISTRICT, THAI BINH PROVINCE 2020","year":2021,"lang":"en","type":"article","venue":"Tạp chí Y học Cộng đồng","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Antibiotics; Medical prescription; Epidemiology; Pediatrics; Research Object; Under-five; Environmental health; Family medicine; Cross-sectional study; Disease; Traditional medicine; Geography; Nursing; Internal medicine; Pathology","score_opus":0.01651370707688817,"score_gpt":0.2655545504456901,"score_spread":0.24904084336880192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248035943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99351007,0.0049221637,0.00014897827,0.000120220175,0.00024056341,0.0004887675,0.00027310214,0.00006180498,0.00023431613],"genre_scores_gemma":[0.99339145,0.00039366772,0.00014476539,0.00010685793,0.000044938773,0.000008188816,0.0009823972,0.00003841571,0.0048893057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984145,0.00030409405,0.00043337847,0.00032336338,0.00004284535,0.00048180044],"domain_scores_gemma":[0.99885577,0.00032270717,0.00017517777,0.0005338523,0.00007838386,0.000034105033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024640874,0.00023666522,0.00048459737,0.00011310159,0.00015953189,0.00003004927,0.00036487795,0.00017346712,0.00007822683],"category_scores_gemma":[0.000074484204,0.000227219,0.00013675225,0.0003657309,0.00029442372,0.00014670094,0.00023510664,0.00040769123,0.000039395065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032133984,0.0016620696,0.9291117,0.0002484035,0.0009603028,0.000020348507,0.0052226055,0.0001246675,0.04710032,0.005671998,0.0057686693,0.0037875564],"study_design_scores_gemma":[0.003491607,0.000069170805,0.9690609,0.00046316726,0.00011727413,0.000038167247,0.0008268152,0.000038020815,0.024589712,0.000104573075,0.0008169917,0.00038362786],"about_ca_topic_score_codex":0.0030126434,"about_ca_topic_score_gemma":0.005172352,"teacher_disagreement_score":0.039949153,"about_ca_system_score_codex":0.000059273054,"about_ca_system_score_gemma":0.00020020566,"threshold_uncertainty_score":0.9265722},"labels":[],"label_agreement":null},{"id":"W4248156195","doi":"10.3410/f.1007376.201059","title":"Faculty Opinions recommendation of A genetic basis for Pseudomonas aeruginosa biofilm antibiotic resistance.","year":2003,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pseudomonas aeruginosa; Biofilm; Microbiology; Antibiotic resistance; Antibiotics; Resistance (ecology); Biology; Genetics; Bacteria; Ecology","score_opus":0.023265361549047008,"score_gpt":0.31775065066400116,"score_spread":0.29448528911495414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248156195","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013301648,0.00967514,0.00012708965,0.07727711,0.0018890924,0.0019249541,0.9089825,0.000034819983,0.00008797593],"genre_scores_gemma":[0.000019819505,0.0015699742,0.0018188817,0.0028563687,0.00013215665,0.00009530041,0.9871657,0.000036429068,0.0063053784],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557394,0.00065757026,0.0019083067,0.000883475,0.00041481594,0.0005619079],"domain_scores_gemma":[0.9919774,0.00030242963,0.0019431141,0.0016240623,0.004027088,0.00012594112],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010917281,0.0006458985,0.0013303164,0.00037366222,0.0004123639,0.00006422851,0.0015312086,0.001366408,0.0006059408],"category_scores_gemma":[0.0053422763,0.00042404153,0.0009309224,0.0015490657,0.00075568684,0.00015763991,0.00025118852,0.00092479965,0.000104622755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004796869,0.00047745506,0.000010034182,0.012013991,0.00039857757,2.9223034e-7,0.000058577407,3.9040064e-8,0.00005679508,0.00036683638,0.98598236,0.00058708724],"study_design_scores_gemma":[0.0010607408,0.00015088315,0.000981977,0.014801928,0.0004580639,0.00003994885,0.000042166525,4.1338603e-7,0.00043607736,0.000026652016,0.981571,0.00043015563],"about_ca_topic_score_codex":0.00003616343,"about_ca_topic_score_gemma":0.000019867053,"teacher_disagreement_score":0.078183204,"about_ca_system_score_codex":0.00010813741,"about_ca_system_score_gemma":0.00065400056,"threshold_uncertainty_score":0.99993},"labels":[],"label_agreement":null},{"id":"W4249843933","doi":"10.2165/00151234-201106410-00011","title":"Antibacterial stewardship programme saves cost in Canada","year":2011,"lang":"en","type":"article","venue":"PharmacoEconomics & Outcomes News","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality of Life Research; Stewardship (theology); Business; Public health; Medicine; Political science; Nursing; Law","score_opus":0.034024783555338216,"score_gpt":0.2732441944442627,"score_spread":0.23921941088892446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249843933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99150306,0.00044214705,0.000008550148,0.0007287967,0.00296293,0.00042705113,0.000070080474,0.000037111422,0.0038202794],"genre_scores_gemma":[0.99520475,0.00023542339,0.00011349769,0.0030971982,0.0000453089,0.000012845369,0.000046573354,0.00002534881,0.0012190727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984422,0.00009221076,0.000498272,0.0003319935,0.000019520392,0.00061580294],"domain_scores_gemma":[0.999435,0.000077884935,0.00016841269,0.00024300287,0.00001708261,0.00005858394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014299966,0.0002364365,0.00045267073,0.00007458338,0.00007212643,0.000015878806,0.0003439176,0.000103395374,0.0014778648],"category_scores_gemma":[0.00001706762,0.00020933441,0.0000913083,0.00005703342,0.000074301366,0.0001192773,0.0000817164,0.00025914295,0.00034023228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003435558,0.00018457156,0.96210605,0.000035788984,0.0002773004,0.00004472866,0.0006110457,0.000002711427,0.012921176,0.0004927543,0.0091637345,0.013816587],"study_design_scores_gemma":[0.0068033957,0.00007150688,0.5805913,0.0000374209,0.000097084834,0.000034120116,0.0013197529,0.000011831504,0.08987696,0.00014649781,0.32015136,0.0008587671],"about_ca_topic_score_codex":0.7884208,"about_ca_topic_score_gemma":0.9061642,"teacher_disagreement_score":0.38151476,"about_ca_system_score_codex":0.00031965578,"about_ca_system_score_gemma":0.00067658635,"threshold_uncertainty_score":0.99943495},"labels":[],"label_agreement":null},{"id":"W4250951891","doi":"10.21203/rs.3.rs-18556/v1","title":"An antibiotic stewardship programme to reduce inappropriate antibiotic prescribing for acute respiratory infections in rural Chinese primary care facilities: study protocol for a clustered randomised controlled trial","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antibiotic Stewardship; Medicine; Antibiotics; Protocol (science); Stewardship (theology); Primary care; Intensive care medicine; Antimicrobial stewardship; Respiratory tract infections; Antibiotic resistance; Family medicine; Respiratory system; Alternative medicine; Internal medicine; Political science","score_opus":0.07723588348259786,"score_gpt":0.41590934063204416,"score_spread":0.3386734571494463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250951891","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48229858,0.00019097915,0.00030798733,0.0001407828,0.0005167743,0.5156124,0.00064407435,0.00018124434,0.00010717698],"genre_scores_gemma":[0.65802777,0.00000668285,0.00022425171,0.00003269478,0.0003584101,0.34007424,0.0006391469,0.00011783692,0.00051897514],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99003345,0.0039800084,0.0017712947,0.0018898017,0.00042666995,0.0018987982],"domain_scores_gemma":[0.99491966,0.0014798803,0.0004896014,0.0014444614,0.0013957702,0.0002706171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0041601853,0.0009219386,0.0027210522,0.0010335689,0.000899472,0.00037339042,0.0012312621,0.0012096477,0.000022484397],"category_scores_gemma":[0.0028648267,0.0007204727,0.000857809,0.00076643704,0.00040460256,0.0002098919,0.00094230333,0.0022584428,0.000027631015],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93197054,0.005523094,0.0032707518,0.012308064,0.0019424569,0.000041197218,0.014957844,0.00012825083,0.02685279,0.0000271582,0.0004722328,0.002505627],"study_design_scores_gemma":[0.9408983,0.027928555,0.0027317004,0.0030390401,0.00034949524,0.0000047430676,0.02035724,0.00011184297,0.002159882,0.00015319003,0.0012001785,0.0010658451],"about_ca_topic_score_codex":0.00045761574,"about_ca_topic_score_gemma":0.00084181945,"teacher_disagreement_score":0.17572919,"about_ca_system_score_codex":0.00077190244,"about_ca_system_score_gemma":0.0026221073,"threshold_uncertainty_score":0.99952465},"labels":[],"label_agreement":null},{"id":"W4252268153","doi":"10.3410/f.1089715.568070","title":"Faculty Opinions recommendation of Predictors of mortality in patients with bloodstream infections caused by extended-spectrum-beta-lactamase-producing Enterobacteriaceae: importance of inadequate initial antimicrobial treatment.","year":2008,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Enterobacteriaceae; Antimicrobial; Beta-lactamase; Medicine; Microbiology; Enterobacteriaceae Infections; Internal medicine; Intensive care medicine; Biology; Escherichia coli; Genetics; Gene","score_opus":0.016487285917072003,"score_gpt":0.29585077616710714,"score_spread":0.27936349025003515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252268153","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015338469,0.0005811628,0.000006449771,0.004864697,0.00067770254,0.0013859615,0.97711486,0.000020063453,0.000010632452],"genre_scores_gemma":[0.013675888,0.0006935397,0.000034774035,0.00016727601,0.000046014407,0.00004361555,0.98516864,0.000022764722,0.00014749725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961905,0.00054114475,0.0019328061,0.0006500185,0.00033787562,0.00034767264],"domain_scores_gemma":[0.9944585,0.00008806133,0.0026207173,0.0011282406,0.001629983,0.000074525524],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044430143,0.0005166071,0.0013504043,0.00034610456,0.00015000091,0.000016850943,0.00065437227,0.00069991336,0.00017666572],"category_scores_gemma":[0.00073131337,0.00032931525,0.00039849544,0.0012171962,0.0008040389,0.00024479267,0.00016709302,0.000639786,0.000004842857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008095058,0.0030591928,0.022819133,0.0032031052,0.00079188496,3.016089e-7,0.00018561866,1.7380745e-7,0.000060008708,0.000015293885,0.9696631,0.000121254336],"study_design_scores_gemma":[0.0028827463,0.0007409996,0.20224333,0.0071836915,0.00043499577,0.000010230257,0.000020035654,1.60738e-7,0.001481661,0.0000014492673,0.78471786,0.00028283178],"about_ca_topic_score_codex":0.00039546518,"about_ca_topic_score_gemma":0.00014320028,"teacher_disagreement_score":0.18494521,"about_ca_system_score_codex":0.00012844337,"about_ca_system_score_gemma":0.0004895675,"threshold_uncertainty_score":0.9999159},"labels":[],"label_agreement":null},{"id":"W4252295080","doi":"10.1155/2002/529183","title":"Antimicrobial Resistance in Canada: Update on Activities of the Canadian Committee on Antibiotic Resistance","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Antibiotics; Resistance (ecology); Medicine; Microbiology; Biology; Ecology","score_opus":0.004912650882284368,"score_gpt":0.18146259549774463,"score_spread":0.17654994461546025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252295080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802359,0.009291217,0.0000010653299,0.0059828223,0.0016343836,0.00014974737,0.0004228638,0.0000036801168,0.0022783582],"genre_scores_gemma":[0.9955014,0.0005740283,0.0000030767787,0.0033013455,0.00005223035,5.413618e-7,0.000008490079,0.000014211914,0.0005446756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833155,0.00030248356,0.0005034153,0.00022212071,0.000059633174,0.00058082945],"domain_scores_gemma":[0.9988026,0.00021521404,0.00029467326,0.00024146827,0.00008384805,0.00036220445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001804769,0.0002121593,0.00050424243,0.00029582094,0.00034996355,0.00001347846,0.00037447407,0.00027871152,0.00044239394],"category_scores_gemma":[0.00034421554,0.00015155827,0.00011366319,0.00022173402,0.0009285115,0.000037658323,0.000019609855,0.00068467937,0.000010331707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005713324,0.00045100696,0.54581356,0.00048471047,0.00072781293,0.0019241058,0.0008842089,0.000045699624,0.008658826,0.00975334,0.42719772,0.0034876666],"study_design_scores_gemma":[0.008738444,0.00074637844,0.5715099,0.0066535664,0.00030916234,0.0015993468,0.00076834986,0.0000037310297,0.011592024,0.00047981567,0.39631394,0.001285352],"about_ca_topic_score_codex":0.8610393,"about_ca_topic_score_gemma":0.99976057,"teacher_disagreement_score":0.1387213,"about_ca_system_score_codex":0.00076675037,"about_ca_system_score_gemma":0.0052732155,"threshold_uncertainty_score":0.9354458},"labels":[],"label_agreement":null},{"id":"W4253977329","doi":"10.1155/2003/158707","title":"Antimicrobial resistance in Canada: Update on activities of the Canadian committee on Antibiotic Resistance","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antimicrobial; Antibiotics; Medicine; Political science; Library science; Microbiology; Biology; Computer science; Ecology","score_opus":0.0038807024727081354,"score_gpt":0.1857044718957139,"score_spread":0.18182376942300577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253977329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98572046,0.0065985546,0.0000019426836,0.0026648436,0.0018087203,0.00015294332,0.0003326383,0.000002989607,0.0027169415],"genre_scores_gemma":[0.9964524,0.00032054316,0.0000048737875,0.002811106,0.000031013333,5.5562975e-7,0.000008755162,0.000014173642,0.00035658714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819756,0.0004412346,0.00049897505,0.00022200742,0.000056789446,0.0005834371],"domain_scores_gemma":[0.99878675,0.00022949938,0.0002925658,0.00023762297,0.00009089728,0.0003626892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027090203,0.00021238466,0.0005040442,0.00028082827,0.00034686492,0.000012712648,0.00031446113,0.00027811166,0.00022768958],"category_scores_gemma":[0.0005649896,0.00015159367,0.00011091975,0.00022332904,0.00088225363,0.000033937857,0.0000130010685,0.00066427764,0.00000555874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006792641,0.00037613238,0.7669995,0.00047206963,0.00072536047,0.0015723157,0.0005944032,0.000051297302,0.011412337,0.039698545,0.17614892,0.0012698694],"study_design_scores_gemma":[0.007984302,0.00059700315,0.4972603,0.0052805613,0.00027240883,0.0015687783,0.0009357956,5.357183e-7,0.025482897,0.0010255541,0.45846066,0.0011312225],"about_ca_topic_score_codex":0.84395075,"about_ca_topic_score_gemma":0.99977636,"teacher_disagreement_score":0.28231174,"about_ca_system_score_codex":0.0007946133,"about_ca_system_score_gemma":0.014495763,"threshold_uncertainty_score":0.99109113},"labels":[],"label_agreement":null},{"id":"W4280541429","doi":"10.3389/fphar.2022.881243","title":"Evaluation of Consumers Perspective on the Consumption of Antibiotics, Antibiotic Resistance, and Recommendations to Improve the Rational use of Antibiotics: An Exploratory Qualitative Study From Post-Conflicted Region of Pakistan","year":2022,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Central University Basic Research Fund of China; Xi’an Jiaotong University","keywords":"Pharmacy; Antibiotic resistance; Thematic analysis; Medicine; Antibiotics; Family medicine; Qualitative research; Consumption (sociology); Resistance (ecology); Environmental health","score_opus":0.058983059460763106,"score_gpt":0.3698719463550793,"score_spread":0.3108888868943162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280541429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936227,0.001178293,0.00028395042,0.0009134558,0.0011419075,0.001624519,0.001184956,0.000007666218,0.000042518554],"genre_scores_gemma":[0.9990957,0.00019421667,0.0003433983,0.0001553908,0.000009802973,0.0000024592816,0.00012107949,0.000014745285,0.00006322325],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9934601,0.005015307,0.00073961535,0.0003836821,0.00021380238,0.00018744555],"domain_scores_gemma":[0.9969141,0.0010580034,0.00078831334,0.00033279514,0.0008852366,0.000021538177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021903303,0.00017606957,0.00049116043,0.00032009065,0.00021444172,0.0000049451405,0.00027357787,0.00010243357,0.00013212471],"category_scores_gemma":[0.00031202057,0.00013611278,0.00006469985,0.00034936852,0.0010687496,0.00011133432,0.00011044075,0.00033229066,9.0053163e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006789153,0.0036004342,0.037025735,0.000096703734,0.0026640294,0.000005283138,0.19012535,0.0003631843,0.7414015,0.0073178657,0.00968672,0.0009240694],"study_design_scores_gemma":[0.0055596726,0.0021875731,0.05197228,0.0001213799,0.0011189015,0.000002496924,0.6452187,0.00026667654,0.29223436,0.0007265759,0.0003148948,0.00027650924],"about_ca_topic_score_codex":0.00044950884,"about_ca_topic_score_gemma":0.00045816554,"teacher_disagreement_score":0.45509332,"about_ca_system_score_codex":0.00017839049,"about_ca_system_score_gemma":0.00025640303,"threshold_uncertainty_score":0.5550518},"labels":[],"label_agreement":null},{"id":"W4280549111","doi":"10.3390/antibiotics11050639","title":"Studying Factors Affecting Success of Antimicrobial Resistance Interventions through the Lens of Experience: A Thematic Analysis","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Institute of Population and Public Health; National Science Foundation; Vetenskapsrådet; Svenska Forskningsrådet Formas; Institute of Infection and Immunity; Canadian Institutes of Health Research; Joint Programming Initiative on Antimicrobial Resistance; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Psychological intervention; Thematic analysis; Context (archaeology); Resistance (ecology); Corporate governance; Psychology; Qualitative research; Knowledge management; Public relations; Applied psychology; Medicine; Business; Nursing; Political science; Sociology; Computer science","score_opus":0.043974671062042996,"score_gpt":0.3055213208687935,"score_spread":0.2615466498067505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280549111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952832,0.0014843012,0.0018880704,0.0000816339,0.00037696233,0.0002358845,0.000089816414,0.000023372959,0.00053679215],"genre_scores_gemma":[0.99876887,0.00008377893,0.00016299766,0.000028014005,0.0000088734005,3.5615813e-7,0.000033587483,0.000013116785,0.0009004106],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845904,0.00033114606,0.0006009999,0.0002499785,0.00009671588,0.00026214132],"domain_scores_gemma":[0.99851286,0.00034478784,0.00058548205,0.0004707731,0.0000790767,0.0000070252945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033477112,0.00015708242,0.00051243504,0.00013611144,0.0006319391,0.000010267797,0.00051071285,0.00007089986,0.00025907386],"category_scores_gemma":[0.00009631863,0.00011142372,0.00048552957,0.0010425553,0.0004790289,0.00008640827,0.00027264445,0.00027736535,0.0000029830383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028221618,0.0020436782,0.344892,0.001659248,0.0068864627,0.000010900372,0.09062018,0.0013798017,0.5445328,0.0060410583,0.001573169,0.00007850622],"study_design_scores_gemma":[0.0010506277,0.00025637264,0.08751961,0.00070462207,0.0026290717,0.000010270052,0.12280346,0.000019787045,0.7840145,0.00010449309,0.00042596276,0.0004612132],"about_ca_topic_score_codex":0.00023411693,"about_ca_topic_score_gemma":0.00027752618,"teacher_disagreement_score":0.2573724,"about_ca_system_score_codex":0.000025359377,"about_ca_system_score_gemma":0.000035051635,"threshold_uncertainty_score":0.48604286},"labels":[],"label_agreement":null},{"id":"W4280562035","doi":"10.1136/bmjgh-2021-008159","title":"Taking stock of global commitments on antimicrobial resistance","year":2022,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University","funders":"Canadian Institutes of Health Research; Wellcome Trust; Wellcome","keywords":"Action plan; Global health; Public relations; Political science; Resistance (ecology); Politics; Stewardship (theology); Action (physics); Antimicrobial stewardship; Agriculture; Economic growth; Antibiotic resistance; Health care; Economics; Management; Geography; Biology","score_opus":0.024028124931735475,"score_gpt":0.34882795146219414,"score_spread":0.3247998265304587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280562035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95592785,0.0057677818,0.00026860688,0.0044612335,0.0028826257,0.001168225,0.002802185,0.00011952444,0.026601987],"genre_scores_gemma":[0.9963762,0.00004367079,0.00019300387,0.002246798,0.00002859733,0.0000076532615,0.000080712125,0.00000763606,0.0010157217],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982368,0.00038791733,0.0004587216,0.00032401306,0.000104599065,0.00048797406],"domain_scores_gemma":[0.99902403,0.000031582615,0.00051326095,0.00035821644,0.0000357306,0.00003718258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033504245,0.00016316558,0.00037882157,0.000020336436,0.00057984,0.000005154092,0.00033978457,0.00008358924,0.0002797419],"category_scores_gemma":[0.000025759173,0.00015893135,0.00010166274,0.0003214351,0.00014490582,0.000025733587,0.00017899957,0.00021297428,0.00008073338],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062567936,0.0025353176,0.10086206,0.00067099684,0.00052568055,0.0000918097,0.0003956496,0.00025007062,0.003028173,0.11897557,0.74750924,0.018898632],"study_design_scores_gemma":[0.012294418,0.003831901,0.67528516,0.0013396649,0.00010346322,0.00046268103,0.0015517583,0.000013393694,0.0038454733,0.0023299824,0.2976412,0.0013008955],"about_ca_topic_score_codex":0.0006338219,"about_ca_topic_score_gemma":0.0005833912,"teacher_disagreement_score":0.57442313,"about_ca_system_score_codex":0.0007139674,"about_ca_system_score_gemma":0.00046032926,"threshold_uncertainty_score":0.6481032},"labels":[],"label_agreement":null},{"id":"W4280622721","doi":"10.1136/bmjqs-2021-014582","title":"Documenting the indication for antimicrobial prescribing: a scoping review","year":2022,"lang":"en","type":"review","venue":"BMJ Quality & Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"New Brunswick Pharmacists’ Association; Canadian Water and Wastewater Association; Sinai Health System; Hotel Dieu Shaver Health and Rehabilitation Centre; Kraft Heinz (Canada); Institute for Clinical Evaluative Sciences; Institute of Health Services and Policy Research; Health Sciences Centre; University of Waterloo; Sunnybrook Health Science Centre; University of Toronto; Toronto East General Hospital; NOSM University; Public Health Ontario; CARE Canada; West Park Healthcare Centre","funders":"","keywords":"Medicine; Documentation; CINAHL; MEDLINE; Grey literature; Family medicine; Data extraction; Health care; Antimicrobial stewardship; Systematic review; Nursing; Psychological intervention; Antibiotic resistance","score_opus":0.1492614541722897,"score_gpt":0.45137397263495305,"score_spread":0.30211251846266335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280622721","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.802976e-7,0.9892282,0.0005344899,0.00069168495,0.0009539747,0.007598915,0.00026179018,0.000072785726,0.0006571865],"genre_scores_gemma":[0.000003579722,0.9942152,0.00007051086,0.00072592724,0.00014438601,0.00041354643,0.0021646342,0.00004573234,0.002216464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944831,0.002035441,0.0022852686,0.0006264077,0.00008720233,0.00048255263],"domain_scores_gemma":[0.9956347,0.001783097,0.0017033996,0.00080989493,0.000050107832,0.000018819366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053680246,0.0003985032,0.001849436,0.000062552135,0.0010806302,0.00003190593,0.0007688255,0.00034520624,0.0008164499],"category_scores_gemma":[0.0009647535,0.0002625824,0.0009292143,0.0002802902,0.0001981649,0.00007041649,0.000349522,0.00068569114,0.00015314831],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049165566,0.00008270209,0.0000023789426,0.3353071,0.00060086674,0.0000014975082,0.00017138789,1.4128072e-7,0.000021575577,0.0014672617,0.026861547,0.6354344],"study_design_scores_gemma":[0.00023192303,0.000017524822,0.0000014747577,0.20160355,0.0008574844,0.00003083503,0.00004415896,3.515114e-8,0.000008745435,0.0000124978105,0.7969054,0.0002863508],"about_ca_topic_score_codex":0.000039930736,"about_ca_topic_score_gemma":0.00002093367,"teacher_disagreement_score":0.77004385,"about_ca_system_score_codex":0.00013156081,"about_ca_system_score_gemma":0.0009106811,"threshold_uncertainty_score":0.99998266},"labels":[],"label_agreement":null},{"id":"W4280635403","doi":"10.1186/s13012-022-01209-4","title":"Barriers and facilitators of implementing interventions to improve appropriate antibiotic use in low- and middle-income countries: a systematic review based on the Consolidated Framework for Implementation Research","year":2022,"lang":"en","type":"review","venue":"Implementation Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"University of Toronto","keywords":"Psychological intervention; Implementation research; Medicine; Health services research; Health administration; Stakeholder engagement; Health informatics; Stakeholder; Process management; Nursing; Public health; Public relations; Business; Political science","score_opus":0.14320184043644346,"score_gpt":0.47757533457384155,"score_spread":0.3343734941373981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280635403","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009997971,0.9663599,0.0007932355,0.00032480003,0.0003423287,0.019279003,0.0028670696,0.00002651419,0.000009162601],"genre_scores_gemma":[0.038605537,0.95873547,0.0005737287,0.00038112054,0.00000889348,0.0013473742,0.00024908758,0.000039889743,0.000058895534],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99537885,0.00124962,0.0016706524,0.0007218921,0.0003063124,0.0006726451],"domain_scores_gemma":[0.9949618,0.0033122925,0.00088814896,0.0005244349,0.0002438917,0.00006944613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0090978285,0.0002906544,0.001130039,0.00076703477,0.00090649957,0.00013883009,0.00053076603,0.000095327654,0.00042286463],"category_scores_gemma":[0.002165,0.0002036771,0.00018241486,0.0015193918,0.00067002064,0.00019807434,0.00032162803,0.00037597268,0.000007931145],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036795598,0.000029068868,0.00038417455,0.985701,0.00015321349,0.0000017794301,0.0012573446,2.6093463e-7,0.00006840012,0.006675485,0.00007093725,0.0056215404],"study_design_scores_gemma":[0.0017086866,0.0010847047,0.00024730558,0.9485875,0.0014046384,0.000015224118,0.028756808,0.00001382049,0.0007430343,0.00026192085,0.01644116,0.00073520804],"about_ca_topic_score_codex":0.00018150687,"about_ca_topic_score_gemma":0.00018065012,"teacher_disagreement_score":0.03711351,"about_ca_system_score_codex":0.00025290545,"about_ca_system_score_gemma":0.0006428437,"threshold_uncertainty_score":0.8305711},"labels":[],"label_agreement":null},{"id":"W4281767378","doi":"10.3390/antibiotics11060775","title":"Identifying Targets for Antibiotic Use for the Management of Carbapenem-Resistant Acinetobacter baumannii (CRAb) in Hospitals—A Multi-Centre Nonlinear Time-Series Study","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Acinetobacter baumannii; Antibiotic resistance; Piperacillin; Tazobactam; Antimicrobial stewardship; Cephalosporin; Medicine; Antibiotics; Carbapenem; Population; Incidence (geometry); Defined daily dose; Acinetobacter; Infection control; Antimicrobial; Intensive care medicine; Microbiology; Biology; Environmental health; Imipenem","score_opus":0.01908374797050668,"score_gpt":0.26225862195630156,"score_spread":0.24317487398579488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281767378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98969024,0.0033507838,0.001327811,0.00031900618,0.0011263966,0.0035208028,0.00057957723,0.000050739647,0.00003466681],"genre_scores_gemma":[0.9853074,0.0003027716,0.0046515614,0.00008029299,0.000028198672,0.0000050734943,0.0002154396,0.000056667577,0.009352626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801457,0.00014246353,0.000640983,0.0005144599,0.000108979344,0.0005785546],"domain_scores_gemma":[0.998725,0.0002694572,0.00028950628,0.0005734198,0.000120561024,0.000022044112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005298758,0.0002980972,0.00051434734,0.00013613385,0.00060157717,0.00004162818,0.0005319454,0.0001135813,0.00008144356],"category_scores_gemma":[0.000041390907,0.00023486355,0.00021495688,0.00027450547,0.00019167994,0.00013786793,0.00036300818,0.00024517495,0.000021761605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009740302,0.019367766,0.5048937,0.0049281754,0.012376986,0.00042081063,0.014705703,0.0021699304,0.3964259,0.0056304815,0.024528656,0.004811579],"study_design_scores_gemma":[0.031660043,0.0049680495,0.6643876,0.0010954995,0.0032620302,0.00003935218,0.08341574,0.002426793,0.13351865,0.00015285138,0.07255429,0.0025191363],"about_ca_topic_score_codex":0.00010110476,"about_ca_topic_score_gemma":0.00021477738,"teacher_disagreement_score":0.26290727,"about_ca_system_score_codex":0.00006653199,"about_ca_system_score_gemma":0.000042526863,"threshold_uncertainty_score":0.95774573},"labels":[],"label_agreement":null},{"id":"W4282936121","doi":"10.1101/2022.06.13.22275007","title":"Antibiotic Review Kit for Hospitals (ARK-Hospital): a stepped wedge cluster randomised controlled trial","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Memorial Hospital","funders":"NIHR School for Primary Care Research; NIHR Oxford Biomedical Research Centre; Programme Grants for Applied Research; Department of Health and Social Care; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Medicine; Interrupted Time Series Analysis; Cluster (spacecraft); Interrupted time series; Randomized controlled trial; Cluster randomised controlled trial; Emergency medicine; Pediatrics; Internal medicine; Psychological intervention","score_opus":0.012784793958074898,"score_gpt":0.2703405502309365,"score_spread":0.2575557562728616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282936121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6180971,0.29164034,0.00059038855,0.0047107767,0.02303159,0.057771154,0.00044006697,0.00032569596,0.0033928463],"genre_scores_gemma":[0.85423577,0.060750928,0.00036639444,0.0033226865,0.0008876372,0.004561614,0.0020653384,0.00030074216,0.073508866],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99500066,0.001182042,0.0016351559,0.0012219166,0.00014483382,0.000815386],"domain_scores_gemma":[0.99603814,0.0011631021,0.001243707,0.001281199,0.00020630739,0.000067569825],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023244491,0.0007674381,0.0032187926,0.00017110321,0.0004136541,0.000048279533,0.0010830881,0.0008414888,0.0022725468],"category_scores_gemma":[0.0014434773,0.0005927315,0.0018291541,0.00016023153,0.00029817192,0.000055708144,0.0007438705,0.0012041862,0.00033221202],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8327228,0.0019474645,0.0012247969,0.011628542,0.0066924016,0.00006395055,0.0006041744,0.000012932593,0.003971993,0.00045533493,0.13966432,0.0010112815],"study_design_scores_gemma":[0.90916735,0.0010750726,0.00036939682,0.0029498618,0.0021990193,0.000008028092,0.00008745159,0.00000950068,0.00089996937,0.0001773919,0.08204533,0.0010116049],"about_ca_topic_score_codex":0.000018995308,"about_ca_topic_score_gemma":0.000009752023,"teacher_disagreement_score":0.23613866,"about_ca_system_score_codex":0.00008177543,"about_ca_system_score_gemma":0.0003604912,"threshold_uncertainty_score":0.9996524},"labels":[],"label_agreement":null},{"id":"W4282960371","doi":"10.1017/ice.2022.131","title":"Reporting behaviors and perceptions toward the National Healthcare Safety Network antimicrobial use (AU) and antimicrobial resistance (AR) modules","year":2022,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Respondent; Salary; Descriptive statistics; Medicine; Health care; Family medicine; Statistics; Political science","score_opus":0.02581483120581656,"score_gpt":0.2882309356008006,"score_spread":0.26241610439498403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282960371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97239757,0.002637349,0.0011708653,0.021886852,0.0011509429,0.00043280201,0.00020537077,0.00006581889,0.00005243753],"genre_scores_gemma":[0.9944995,0.0014581231,0.0001793218,0.003140225,0.00023210334,0.000029185332,0.00009023676,0.000016224287,0.00035508597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691516,0.001022196,0.0009943458,0.0005360297,0.000042196425,0.00049006264],"domain_scores_gemma":[0.99793375,0.00093500497,0.00082464406,0.0001414235,0.00011694945,0.00004820881],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020766743,0.00022354643,0.0005861648,0.00007146783,0.002082869,0.000024937306,0.00007909334,0.00022904595,0.000039373714],"category_scores_gemma":[0.00097464246,0.00017712945,0.00011041094,0.00011701578,0.0007981914,0.0001394423,0.00016656623,0.00062172505,0.0000039665633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046569319,0.00011473418,0.9706836,0.000071985654,0.00021087012,0.000008167721,0.0010497645,0.00045552274,0.005863574,0.007044233,0.01227209,0.0017598092],"study_design_scores_gemma":[0.0012658095,0.00024038719,0.97958475,0.000044728153,0.00008921531,0.0003673361,0.00021259759,0.00006592255,0.000022862823,0.00072758476,0.017120358,0.00025845462],"about_ca_topic_score_codex":0.00229902,"about_ca_topic_score_gemma":0.0010375261,"teacher_disagreement_score":0.022101933,"about_ca_system_score_codex":0.000090390124,"about_ca_system_score_gemma":0.000082734805,"threshold_uncertainty_score":0.99921626},"labels":[],"label_agreement":null},{"id":"W4283030180","doi":"10.1186/s12909-022-03542-0","title":"Investigating pharmacy students’ therapeutic decision-making with respect to antimicrobial stewardship cases","year":2022,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Qingdao University of Science and Technology; Qatar University","keywords":"Thematic analysis; Antimicrobial stewardship; Focus group; Pharmacy; Medical education; Think aloud protocol; Pharmacist; Qualitative research; Psychological intervention; Psychology; Health care; Qualitative property; Pharmacy practice; Medicine; Nursing; Computer science; Antibiotic resistance; Sociology","score_opus":0.030510779822743844,"score_gpt":0.3584059791326471,"score_spread":0.32789519930990324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283030180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943677,0.0011253337,0.0015204807,0.0010095935,0.0014000891,0.00030863978,0.0000065450467,0.000054640983,0.00020692986],"genre_scores_gemma":[0.9925464,0.000016849708,0.0012809735,0.0052185175,0.00012262043,0.000033912,0.000030009505,0.000018713677,0.00073202275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853724,0.00036506556,0.00026568814,0.00032362674,0.00024119113,0.00026716967],"domain_scores_gemma":[0.9988635,0.0006790195,0.00010666706,0.00022156115,0.000053303655,0.00007591117],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005735805,0.00013083965,0.00017762973,0.00011724669,0.0005274674,0.000031641233,0.00042750518,0.000055701265,0.0023520798],"category_scores_gemma":[0.0009591267,0.00010376066,0.000041858028,0.00032125172,0.00013111341,0.000047175563,0.0001767665,0.00035930064,0.0001187397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002430961,0.00413529,0.67987204,0.0003072663,0.00046537688,0.00008554422,0.009864757,0.00023222374,0.04033793,0.002894109,0.10576656,0.15360796],"study_design_scores_gemma":[0.018927889,0.004007974,0.4631737,0.00946428,0.0010326727,0.007497532,0.05151152,0.00017443644,0.03204516,0.003159018,0.40498978,0.004016042],"about_ca_topic_score_codex":0.00012943633,"about_ca_topic_score_gemma":0.00018101351,"teacher_disagreement_score":0.2992232,"about_ca_system_score_codex":0.0001033203,"about_ca_system_score_gemma":0.0021833563,"threshold_uncertainty_score":0.9985599},"labels":[],"label_agreement":null},{"id":"W4283034680","doi":"10.3390/antibiotics11060808","title":"Prevalence and Correlates of Self-Medication Practices for Prevention and Treatment of COVID-19: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Grand River Hospital; University of Saskatchewan","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; MEDLINE; Systematic review; Intensive care medicine; Virology; Internal medicine; Disease; Biology","score_opus":0.052194548901095296,"score_gpt":0.3631998455844196,"score_spread":0.3110052966833243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283034680","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006445757,0.99599725,0.00008462992,0.000034570487,0.00015359312,0.0034797725,0.00014538485,0.000018153114,0.000022179758],"genre_scores_gemma":[0.00021241953,0.99817735,0.00019718587,0.000017945358,0.000007706704,0.000013073788,0.00021007498,0.000017324664,0.0011468919],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99816847,0.00046811946,0.00087127544,0.000309078,0.000050110935,0.00013294772],"domain_scores_gemma":[0.99525154,0.0013309299,0.003025935,0.0003196724,0.00004348793,0.000028434639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005152488,0.00023328867,0.0017519458,0.000087787084,0.00010904332,0.000004718962,0.0001342542,0.00024783012,0.000044655255],"category_scores_gemma":[0.0009667733,0.00016277081,0.00020727133,0.00011289155,0.00017976086,0.000042351283,0.000049814964,0.00009630383,0.0000028099244],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000097911125,0.00025472636,0.0000932323,0.9877021,0.00087409676,0.0000011006566,0.00015951497,1.9249601e-8,0.000006336907,0.00033507933,0.00011603199,0.010448025],"study_design_scores_gemma":[0.0006566928,0.0014547427,0.000014908598,0.50458986,0.0285899,0.000249859,0.00017155737,0.0000030842145,0.000051393716,0.000035357258,0.46388498,0.00029768274],"about_ca_topic_score_codex":0.000015076535,"about_ca_topic_score_gemma":0.0000043052078,"teacher_disagreement_score":0.4831122,"about_ca_system_score_codex":0.000054818494,"about_ca_system_score_gemma":0.0002988444,"threshold_uncertainty_score":0.6637601},"labels":[],"label_agreement":null},{"id":"W4283156041","doi":"10.1097/01.asw.0000831884.62594.59","title":"Antimicrobial Stewardship in Wound Care","year":2022,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Muscular Dystrophy Canada; University of Calgary","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antimicrobial; Wound care; Stewardship (theology); MEDLINE; Anti-Infective Agents; Intensive care medicine; Microbiology; Antibiotics; Antibiotic resistance","score_opus":0.004927917053823672,"score_gpt":0.2429578070510999,"score_spread":0.23802988999727623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283156041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8642616,0.12389436,0.000017665798,0.00008865944,0.0022838202,0.000433237,0.00014877549,0.000048192444,0.008823646],"genre_scores_gemma":[0.99721205,0.00094835676,0.00007569318,0.00028185933,0.000051072635,0.000035822875,0.00025479743,0.000026500638,0.0011138708],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982672,0.00025687928,0.00035540227,0.00050560676,0.00008038749,0.00053456466],"domain_scores_gemma":[0.9993753,0.00009087305,0.00010705984,0.00035712973,0.000052019146,0.000017632932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001274889,0.0002275864,0.00035764338,0.00018718124,0.00032603764,0.000017595179,0.000447019,0.0001661438,0.000443142],"category_scores_gemma":[0.000022165512,0.00023083754,0.000098452845,0.00042206803,0.00022435308,0.0001803989,0.00024175893,0.0007172121,0.00007521181],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035038844,0.0016018512,0.60301113,0.0029294677,0.0002967492,0.002104476,0.16431683,0.015465292,0.04332912,0.008386371,0.0073908316,0.14766401],"study_design_scores_gemma":[0.0036520816,0.0003110431,0.013879734,0.00020797178,0.000031705542,0.00011421116,0.112948835,0.0000011227339,0.010776023,0.00033823325,0.8569819,0.00075717113],"about_ca_topic_score_codex":0.00022974456,"about_ca_topic_score_gemma":0.0038225988,"teacher_disagreement_score":0.849591,"about_ca_system_score_codex":0.00039647185,"about_ca_system_score_gemma":0.00013058666,"threshold_uncertainty_score":0.94132817},"labels":[],"label_agreement":null},{"id":"W4283743570","doi":"10.1186/s12909-022-03584-4","title":"Correction: Investigating pharmacy students’ therapeutic decision-making with respect to antimicrobial stewardship cases","year":2022,"lang":"en","type":"erratum","venue":"BMC Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Antimicrobial stewardship; Pharmacy; Medical education; Medicine; Stewardship (theology); Clinical decision making; Pharmacy practice; MEDLINE; Psychology; Family medicine; Political science; Microbiology; Antibiotic resistance; Antibiotics","score_opus":0.028695226400903315,"score_gpt":0.3553632019526021,"score_spread":0.3266679755516988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283743570","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35867488,0.027246803,0.0033292999,0.004285386,0.582884,0.0031513143,0.00010468067,0.0006302935,0.019693328],"genre_scores_gemma":[0.5309932,0.0012516904,0.00188201,0.019115347,0.007101925,0.00022765572,0.0018437514,0.00025810365,0.43732628],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719256,0.0005957754,0.00056021934,0.00073614815,0.00046051826,0.0004547819],"domain_scores_gemma":[0.9975901,0.0012851356,0.00036336514,0.00047348364,0.00015136584,0.00013650735],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006858899,0.0003818961,0.000517314,0.00028745076,0.0006583968,0.00008947072,0.00079938833,0.00044547635,0.0072539975],"category_scores_gemma":[0.0030733407,0.00030920905,0.00011914844,0.00051733846,0.00025867918,0.00006997267,0.00025139522,0.0017788293,0.00027112607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037978508,0.0005025988,0.0054092994,0.00018071913,0.00017692227,0.000025908957,0.00071987364,0.000004065462,0.00015201776,0.000033872755,0.961068,0.031346973],"study_design_scores_gemma":[0.0008606014,0.00035717615,0.0058307373,0.0068304627,0.00029582283,0.0009797806,0.002088219,0.000009320072,0.0003177646,0.000044138073,0.98173577,0.00065020134],"about_ca_topic_score_codex":0.00032583936,"about_ca_topic_score_gemma":0.0010106552,"teacher_disagreement_score":0.57578206,"about_ca_system_score_codex":0.000301482,"about_ca_system_score_gemma":0.009774471,"threshold_uncertainty_score":0.999936},"labels":[],"label_agreement":null},{"id":"W4284668336","doi":"10.4212/cjhp.3183","title":"Exploration de l’association possible entre la consommation d’antibiotiques et l’émergence de résistance dans un centre hospitalier universitaire mère-enfant","year":2022,"lang":"fr","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.007476621935010357,"score_gpt":0.23486503597804678,"score_spread":0.22738841404303642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284668336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9163184,0.020257946,0.0004482874,0.056726016,0.002842805,0.00025408823,0.00033042632,0.000015176712,0.002806829],"genre_scores_gemma":[0.9845185,0.0036668004,0.00010399896,0.00053292443,0.00013857546,9.4113096e-7,0.000041077055,0.000026594873,0.010970587],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969489,0.0015261592,0.0004479803,0.00018882302,0.00015140745,0.00073670776],"domain_scores_gemma":[0.9983578,0.00017692635,0.00079095305,0.00016932582,0.0002680918,0.00023690243],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014215342,0.00022788905,0.00027386966,0.00014065868,0.0013722947,0.0001028047,0.00054034294,0.00015023146,0.0013950827],"category_scores_gemma":[0.00013021939,0.00021603766,0.00021069973,0.0003670778,0.00033838465,0.0006385851,0.00005540522,0.0010519488,0.00003605361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005956784,0.0010473077,0.50785,0.00023571766,0.0030399996,0.002690645,0.17644659,0.004784323,0.022935972,0.06772176,0.20688388,0.005768108],"study_design_scores_gemma":[0.008740249,0.0023143187,0.083953746,0.0014516906,0.0026033605,0.0017359727,0.16976182,0.0006357403,0.09926253,0.012816974,0.6146968,0.0020267873],"about_ca_topic_score_codex":0.01250355,"about_ca_topic_score_gemma":0.019029243,"teacher_disagreement_score":0.42389628,"about_ca_system_score_codex":0.0023940476,"about_ca_system_score_gemma":0.0035036022,"threshold_uncertainty_score":0.99992776},"labels":[],"label_agreement":null},{"id":"W4284888941","doi":"10.29271/jcpsp.2022.07.957","title":"Rising Antimicrobial Resistance: Not Only Attention Situation Demand Immediate Action","year":2022,"lang":"en","type":"article","venue":"Journal of College of Physicians And Surgeons Pakistan","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Action (physics); Antimicrobial; Antibiotic resistance; Resistance (ecology); Psychology; Business; Medicine; Microbiology; Antibiotics; Biology","score_opus":0.010161747509973012,"score_gpt":0.2556348775155834,"score_spread":0.24547313000561038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284888941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99596566,0.0011213141,0.0006285664,0.00064604444,0.00096133165,0.00010793374,0.00032290013,0.000007620503,0.00023860589],"genre_scores_gemma":[0.9972839,0.00035438943,0.000084763684,0.000087276094,0.000055270073,6.974453e-7,0.000025054707,0.000012774184,0.0020959107],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986888,0.00024642848,0.00059725664,0.0001456636,0.000120769255,0.0002010716],"domain_scores_gemma":[0.9987383,0.00011892567,0.000834644,0.000115913535,0.00017495781,0.00001729226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059258525,0.00012775557,0.00040503358,0.00018752618,0.00048210655,0.000010095341,0.0001122133,0.00007371295,0.00006261153],"category_scores_gemma":[0.000017650227,0.0001201855,0.00018649023,0.00024245871,0.00014660835,0.00015783797,0.000041933275,0.0003070997,0.0000019001518],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001869294,0.00044374427,0.003741806,0.00012996154,0.00032506295,0.000052662017,0.00058480597,0.00004708224,0.97112083,0.0022736832,0.016761176,0.002649895],"study_design_scores_gemma":[0.0163622,0.0023740309,0.4364458,0.0019286117,0.001547749,0.0012561713,0.033033997,0.00007052562,0.32281327,0.002135093,0.18043585,0.0015966792],"about_ca_topic_score_codex":0.000029431418,"about_ca_topic_score_gemma":0.00015203001,"teacher_disagreement_score":0.64830756,"about_ca_system_score_codex":0.00006866101,"about_ca_system_score_gemma":0.00014701366,"threshold_uncertainty_score":0.49010223},"labels":[],"label_agreement":null},{"id":"W4285393516","doi":"10.2196/31650","title":"A Privacy-Preserving Audit and Feedback System for the Antibiotic Prescribing of General Practitioners: Survey Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Audit; Preprint; Global Positioning System; Internet privacy; Medicine; Information privacy; Family medicine; Business; Computer science; World Wide Web","score_opus":0.06812226910951762,"score_gpt":0.35971754571617764,"score_spread":0.29159527660666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285393516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99472106,0.0016948854,0.00028065796,0.00025526472,0.0002982014,0.0020312849,0.00021768453,0.000024472609,0.00047646798],"genre_scores_gemma":[0.99835956,0.000038160455,0.000027455533,0.000008608987,0.000023273424,0.00011273622,0.000052746887,0.000014997427,0.0013624653],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996952,0.0018537275,0.00032636154,0.0002489635,0.00019011176,0.00042883088],"domain_scores_gemma":[0.99748397,0.0016047567,0.00018182308,0.00041335303,0.00029563147,0.000020468262],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038932776,0.00011575131,0.0002554433,0.00016047765,0.001562749,0.000039245897,0.00055198953,0.00006040931,0.000077045464],"category_scores_gemma":[0.00025061987,0.00007895359,0.00005592541,0.00038980137,0.00030254497,0.00019196469,0.0010442201,0.0005526479,0.000014849531],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01108415,0.007819392,0.18056569,0.006682521,0.00633724,0.0000459502,0.20002294,0.0005239245,0.31798095,0.010213561,0.2502909,0.0084327925],"study_design_scores_gemma":[0.0061490675,0.0043341666,0.70721084,0.0003682199,0.00009140928,0.00009860415,0.24237722,0.0014930293,0.027588766,0.00010744605,0.009740864,0.0004403489],"about_ca_topic_score_codex":0.0007320805,"about_ca_topic_score_gemma":0.00007315401,"teacher_disagreement_score":0.5266452,"about_ca_system_score_codex":0.000101912665,"about_ca_system_score_gemma":0.00011758348,"threshold_uncertainty_score":0.9997371},"labels":[],"label_agreement":null},{"id":"W4285587626","doi":"10.1186/s12884-022-04894-7","title":"Perceptions and reported practices of pregnant women and mothers of children under two years of age regarding antibiotic use and resistance in Vientiane province, Lao PDR: a qualitative study","year":2022,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority","funders":"Vetenskapsrådet; Karolinska Institutet","keywords":"Medicine; Focus group; Antibiotic resistance; Qualitative research; Antibiotics; Pregnancy; Reproductive medicine; Family medicine; Medical prescription; Resistance (ecology); Health care; Pediatrics; Nursing","score_opus":0.023105938477124003,"score_gpt":0.29075702747760174,"score_spread":0.26765108900047774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285587626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826199,0.016457466,0.000015407224,0.000009957998,0.00002602474,0.0006957199,0.000092242604,0.000009887129,0.0000734117],"genre_scores_gemma":[0.99761015,0.0015710836,0.00024105668,0.000006414179,0.000002126037,0.000008671936,0.0000135161445,0.000013135912,0.00053384516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834186,0.0005484566,0.00045260158,0.00038823934,0.00007178755,0.00019706313],"domain_scores_gemma":[0.9987726,0.0002087861,0.00073004345,0.0002364909,0.00002816631,0.000023897728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043698648,0.00014237557,0.00044166791,0.00014782432,0.00013815843,0.000011633816,0.00008071424,0.000060556442,0.000014681249],"category_scores_gemma":[0.000102342536,0.00013007964,0.000026341419,0.00015970934,0.0006088315,0.00017633231,0.00015523542,0.0001890952,1.0809813e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005300593,0.0008364803,0.8867224,0.00045273104,0.00040971464,0.000015513368,0.10210227,0.0000075572325,0.007713052,0.0008059379,0.000008098272,0.00039619106],"study_design_scores_gemma":[0.002710184,0.0004894742,0.9423248,0.0011740732,0.00008176847,0.000030809595,0.05248199,0.0000013829444,0.00031815868,0.00022407439,0.000010328461,0.00015294921],"about_ca_topic_score_codex":0.00034876025,"about_ca_topic_score_gemma":0.001571738,"teacher_disagreement_score":0.055602413,"about_ca_system_score_codex":0.00001589254,"about_ca_system_score_gemma":0.0000635093,"threshold_uncertainty_score":0.5304494},"labels":[],"label_agreement":null},{"id":"W4285614748","doi":"10.1017/ash.2022.260","title":"Evaluating the impact of mandatory indications on antibiotic utilization in a community hospital","year":2022,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Shaver Health and Rehabilitation Centre; Occupational Cancer Research Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Antibiotics; Clindamycin; Metronidazole; Piperacillin; Amoxicillin; Tazobactam; Ciprofloxacin; Vancomycin; Pediatrics; Internal medicine; Antibiotic resistance; Imipenem","score_opus":0.1344594101163317,"score_gpt":0.4249129611002537,"score_spread":0.290453550983922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285614748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914974,0.0021023084,0.000048615948,0.0044858027,0.00069068704,0.00073979003,0.00024819167,0.00004131188,0.00014589987],"genre_scores_gemma":[0.99775434,0.00023582368,0.000059197853,0.0013621976,0.000030991312,0.000016908716,0.0004202278,0.000024603885,0.000095739015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9871471,0.0107666515,0.0009873813,0.00038307393,0.00006469981,0.00065112265],"domain_scores_gemma":[0.9959764,0.0024441853,0.00072613114,0.000715421,0.00010112228,0.000036774418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005604592,0.00024782823,0.00072488515,0.00024637772,0.0012718313,0.0000037638981,0.00065477216,0.00027328797,0.00022998595],"category_scores_gemma":[0.001359025,0.00018490916,0.00025569566,0.00053761963,0.0005922347,0.00004896943,0.0003055637,0.0017892342,0.000043323224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015519103,0.004479155,0.9016806,0.0003970458,0.00046499635,0.000010607595,0.008520037,0.004241995,0.04525395,0.00980687,0.01302514,0.010567678],"study_design_scores_gemma":[0.0018447742,0.010686897,0.9795245,0.00026402104,0.000051430416,0.00007813126,0.0023645652,0.00011163011,0.0031125823,0.0011245421,0.00044855793,0.00038835933],"about_ca_topic_score_codex":0.012186201,"about_ca_topic_score_gemma":0.0005695796,"teacher_disagreement_score":0.07784389,"about_ca_system_score_codex":0.00033178495,"about_ca_system_score_gemma":0.00049556996,"threshold_uncertainty_score":0.99439174},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4286500131","doi":"10.21203/rs.3.rs-1879384/v1","title":"Antibiotic Prescribing Patterns in adult patients according to the WHO AWaRe Classification: A multi-facility cross-sectional study in primary healthcare hospitals in Zambia","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Cross-sectional study; Primary care; Health care; Primary health care; Antibiotics; Medicine; Family medicine; Environmental health; Economic growth; Microbiology","score_opus":0.08842662846047007,"score_gpt":0.39333040866027613,"score_spread":0.3049037801998061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286500131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99113923,0.00081772706,0.000023491466,0.00059998396,0.00072546635,0.005447521,0.0011560993,0.00003870317,0.000051802566],"genre_scores_gemma":[0.9977953,0.00025819297,0.000010539059,0.000079724065,0.000036560068,0.00033428625,0.0011005269,0.000032178432,0.00035270758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992579,0.003265935,0.0011058162,0.0014769711,0.0004979148,0.0010743942],"domain_scores_gemma":[0.9976244,0.00044754104,0.00020163604,0.0011121787,0.00055010087,0.000064143045],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003320077,0.00036268285,0.00065481506,0.00084785454,0.00058275065,0.00015225401,0.0011717809,0.000578757,0.0001316765],"category_scores_gemma":[0.0007213684,0.00031309086,0.00013867217,0.0009735777,0.00019453953,0.0001265053,0.0025095919,0.0044849133,0.000080104764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004351624,0.0016305003,0.9905693,0.0010960633,0.00004596534,0.000048213467,0.004453663,0.0002934634,0.00009352211,0.000009941212,0.000086242755,0.0012379402],"study_design_scores_gemma":[0.0020005614,0.00035628944,0.9832608,0.0011317332,0.0000033687704,0.0000012541462,0.01280148,0.00005271002,0.000039000468,0.000009595807,0.000051419207,0.0002917593],"about_ca_topic_score_codex":0.013358423,"about_ca_topic_score_gemma":0.020957496,"teacher_disagreement_score":0.008347817,"about_ca_system_score_codex":0.0017942732,"about_ca_system_score_gemma":0.00056893565,"threshold_uncertainty_score":0.9999321},"labels":[],"label_agreement":null},{"id":"W4286587856","doi":"10.1007/s40471-021-00278-1","title":"Electronic Health Records and Antimicrobial Stewardship Research: a Narrative Review","year":2022,"lang":"en","type":"review","venue":"Current Epidemiology Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"National Institute for Health and Care Research","keywords":"Antimicrobial stewardship; Health records; Narrative; Epidemiology; Stewardship (theology); Medicine; Narrative review; Electronic health record; Antimicrobial; Family medicine; Intensive care medicine; Political science; Health care; Biology; Internal medicine; Microbiology","score_opus":0.2711472081897373,"score_gpt":0.48560545471945593,"score_spread":0.21445824652971862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286587856","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016691187,0.99178433,0.000016195685,0.0010650413,0.00408943,0.002544087,0.00007319513,0.000104562576,0.0003064582],"genre_scores_gemma":[0.000013395984,0.9950066,0.000023950317,0.0005756225,0.00018038883,0.00025633356,0.0019364542,0.00007559952,0.0019316619],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9761226,0.016456038,0.003261787,0.0019622296,0.000104902734,0.0020924492],"domain_scores_gemma":[0.9919535,0.003576799,0.0029611858,0.0012539353,0.000118133816,0.00013645667],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019340131,0.000794515,0.006216642,0.00042753655,0.0011642462,0.00000916009,0.00048510128,0.00075283466,0.0009898269],"category_scores_gemma":[0.00522047,0.00061052287,0.0008137409,0.00070620066,0.0011694734,0.00006468687,0.00067476137,0.005439584,0.00013138921],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013037959,0.00014067169,0.00007203355,0.051604353,0.00045037235,0.00007242823,0.00014537059,3.88919e-8,4.467061e-7,0.000446213,0.33699873,0.6100563],"study_design_scores_gemma":[0.00011938359,0.00031950223,0.0000077754485,0.0483898,0.00037781926,0.0048656263,0.000049518683,4.2378844e-8,3.4770974e-7,0.00041736095,0.9449863,0.0004665489],"about_ca_topic_score_codex":0.00012963441,"about_ca_topic_score_gemma":0.00003991746,"teacher_disagreement_score":0.60958976,"about_ca_system_score_codex":0.0006120844,"about_ca_system_score_gemma":0.0033028426,"threshold_uncertainty_score":0.9999234},"labels":[],"label_agreement":null},{"id":"W4286630220","doi":"10.3389/fpubh.2022.831097","title":"Governing Antimicrobial Resistance (AMR) in a Changing Climate: A Participatory Scenario Planning Approach Applied to Sweden in 2050","year":2022,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Institute of Population and Public Health; National Science Foundation; Vetenskapsrådet; Consortium of International Agricultural Research Centers; Svenska Forskningsrådet Formas; Institute of Infection and Immunity; Canadian Institutes of Health Research; Joint Programming Initiative on Antimicrobial Resistance; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Antibiotic resistance; Environmental planning; Citizen journalism; Resistance (ecology); Climate change; Environmental resource management; Medicine; Business; Computer science; Geography; Environmental science; Biology; Ecology; Antibiotics","score_opus":0.040503136318546844,"score_gpt":0.27525135247279264,"score_spread":0.2347482161542458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286630220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96692574,0.0072985096,0.0066290884,0.0050440654,0.0020706537,0.001811862,0.00014216063,0.00015506463,0.009922836],"genre_scores_gemma":[0.99368465,0.00009753203,0.0028242473,0.0021120084,0.000032170246,0.0001295398,0.00017324,0.000034554618,0.0009120801],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606323,0.0006022588,0.00070509384,0.00065346004,0.00010929531,0.0018666798],"domain_scores_gemma":[0.99932957,0.000046163565,0.00021366825,0.00031070889,0.000013179669,0.00008670998],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032047164,0.00022848333,0.0006285447,0.0012380531,0.00048624375,0.00003109398,0.000427447,0.00016320455,0.00004045799],"category_scores_gemma":[0.00006579821,0.00025515107,0.00004817141,0.0017617276,0.00009527057,0.00011059724,0.0003687609,0.0009843421,0.000018849647],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002168541,0.0019923132,0.6824616,0.0012705167,0.00014799181,0.00019658715,0.10919206,0.0056507713,0.003758977,0.006996006,0.18070492,0.005459688],"study_design_scores_gemma":[0.011101008,0.00035020706,0.20383899,0.0012011956,0.000017423827,0.00005147259,0.11588885,0.0010340129,0.00026556468,0.00013986562,0.6642473,0.0018641393],"about_ca_topic_score_codex":0.00025114906,"about_ca_topic_score_gemma":0.00032853786,"teacher_disagreement_score":0.48354235,"about_ca_system_score_codex":0.0011746417,"about_ca_system_score_gemma":0.00048333127,"threshold_uncertainty_score":0.99999005},"labels":[],"label_agreement":null},{"id":"W4288038795","doi":"10.1371/journal.pone.0272021","title":"Antibiotic treatment duration for bloodstream infections in critically ill children—A survey of pediatric infectious diseases and critical care clinicians for clinical equipoise","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario; McGill University; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; Public Health Ontario; Université de Montréal; Hospital for Sick Children; University of British Columbia; Health Sciences Centre; BC Children's Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Hospital for Sick Children","keywords":"Medicine; Antibiotics; Intensive care medicine; Bloodstream infection; Pneumonia; Intensive care; Bacteremia; Pediatrics; Internal medicine; Emergency medicine","score_opus":0.05327405060497955,"score_gpt":0.3304872107776172,"score_spread":0.2772131601726377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288038795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915033,0.004596758,0.00018725697,0.00018608602,0.00022439461,0.0010161869,0.0022291604,0.00003776244,0.00001909761],"genre_scores_gemma":[0.9977898,0.001093995,0.00017336823,0.00009525149,0.00008262599,0.000067822664,0.00062331435,0.000019371682,0.000054448203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837214,0.00038682026,0.00057805236,0.00035162986,0.000041580934,0.00026980208],"domain_scores_gemma":[0.9970916,0.0022053684,0.00010451231,0.00017912839,0.00038214136,0.000037267127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028242855,0.00014164398,0.0004699884,0.00012832068,0.0002982399,0.0000090703625,0.00007216364,0.0001477405,0.000029294051],"category_scores_gemma":[0.0027704565,0.00013515756,0.0001230289,0.00016032904,0.00021431582,0.00004469973,0.00005361641,0.00015282982,0.0000028788859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026704825,0.008940831,0.98869836,0.00024142853,0.00027354312,0.0000012866966,0.00010819531,0.0000030039714,0.00063308055,0.00027043273,0.00006399463,0.00049876934],"study_design_scores_gemma":[0.0045090253,0.006142101,0.98627734,0.000042817665,0.0013670031,0.000008278843,0.00029939838,0.000030270738,0.0009688262,0.00012178256,0.000022235243,0.0002108999],"about_ca_topic_score_codex":0.00027027115,"about_ca_topic_score_gemma":0.0009068514,"teacher_disagreement_score":0.006286505,"about_ca_system_score_codex":0.000051238643,"about_ca_system_score_gemma":0.00014261299,"threshold_uncertainty_score":0.5511565},"labels":[],"label_agreement":null},{"id":"W4288041851","doi":"10.3390/antibiotics11081001","title":"A Time Series Analysis Evaluating Antibiotic Prescription Rates in Long-Term Care during the COVID-19 Pandemic in Alberta and Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; University of Toronto; Western University; University of Calgary; Alberta Health Services; BC Centre for Disease Control; University of British Columbia; Public Health Ontario; Sunnybrook Health Science Centre; University of Ottawa; Ottawa Hospital","funders":"Ministry of Long-Term Care; University of British Columbia; Ministry of Health, Ontario","keywords":"Medical prescription; Medicine; Pandemic; Azithromycin; Long-term care; Public health; Coronavirus disease 2019 (COVID-19); Pediatrics; Antibiotics; Infectious disease (medical specialty); Internal medicine; Disease","score_opus":0.012278264844950362,"score_gpt":0.25766784331350107,"score_spread":0.2453895784685507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288041851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961441,0.0028791626,0.0000042450865,0.00030835642,0.0001901217,0.00032781615,0.000037174163,0.000016439182,0.00009254125],"genre_scores_gemma":[0.9931868,0.00015284168,0.000012821874,0.00025068343,0.0000092641385,6.9974453e-7,0.00020163825,0.0000142678955,0.006170987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828124,0.00042589157,0.00038258117,0.00040776408,0.000094721494,0.00040779662],"domain_scores_gemma":[0.9992795,0.00020461786,0.00014953325,0.0003039517,0.00002937185,0.000033020944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036026852,0.00019952617,0.00037726242,0.0002006019,0.00055881497,0.000026828722,0.00024265522,0.00011113031,0.0004075263],"category_scores_gemma":[0.000105008396,0.00016584639,0.000062265615,0.0005836111,0.00020364844,0.00008070095,0.00023270045,0.0004925189,0.0000059748086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014264,0.000042426727,0.97834855,0.0001275012,0.00022204593,0.00006075541,0.0042992476,0.0016073068,0.014987073,0.000019996402,0.00008628726,0.00005616618],"study_design_scores_gemma":[0.000961433,0.00008655276,0.9933064,0.00004430736,0.00023046488,0.00010596194,0.0029299518,0.00007966304,0.0017002261,0.0000068413606,0.0003103424,0.00023784116],"about_ca_topic_score_codex":0.85084903,"about_ca_topic_score_gemma":0.99591684,"teacher_disagreement_score":0.1450678,"about_ca_system_score_codex":0.0007825306,"about_ca_system_score_gemma":0.00075192953,"threshold_uncertainty_score":0.67630196},"labels":[],"label_agreement":null},{"id":"W4288077166","doi":"10.1186/s12875-022-01806-8","title":"Coping with ‘the grey area’ of antibiotic prescribing: a theory-informed qualitative study exploring family physician perspectives on antibiotic prescribing","year":2022,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Trillium Health Centre; University of Toronto; Public Health Ontario; Women's College Hospital","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Coping (psychology); Family medicine; Medicine; Antibiotics; Qualitative research; Psychology; Sociology; Clinical psychology; Social science","score_opus":0.04477560903684561,"score_gpt":0.27120576989619205,"score_spread":0.22643016085934645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288077166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98375386,0.006946989,0.00019381712,0.000059268536,0.0003563784,0.0012810138,0.00010008698,0.00010716227,0.007201414],"genre_scores_gemma":[0.9987084,0.000056144763,0.00008688644,0.00033294718,0.000033651464,0.000024884104,0.00008542601,0.00004843545,0.0006231779],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99706906,0.0011840984,0.00038995294,0.00061998266,0.00022812662,0.00050879177],"domain_scores_gemma":[0.9980511,0.000706262,0.00034911744,0.00067623344,0.00019000267,0.000027268437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005286213,0.00036603777,0.0005913292,0.00017981464,0.0009754132,0.000033040596,0.0005753762,0.00007099369,0.000023328144],"category_scores_gemma":[0.00007119185,0.00025550707,0.00017460359,0.00041470287,0.00046724742,0.00022579788,0.00034478676,0.00058558414,0.000015450203],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043688538,0.0015995511,0.00636171,0.0010244333,0.0013875645,0.000045756187,0.90793824,0.000614599,0.06883689,0.0047373627,0.0013146495,0.0017703566],"study_design_scores_gemma":[0.0021108883,0.0021056389,0.016522259,0.0003836579,0.00020865476,0.000008058312,0.965747,0.0000016006546,0.012017466,0.000017047912,0.00049479835,0.00038291593],"about_ca_topic_score_codex":0.000081783524,"about_ca_topic_score_gemma":0.000053175765,"teacher_disagreement_score":0.057808742,"about_ca_system_score_codex":0.00033061745,"about_ca_system_score_gemma":0.0003720829,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W4288085585","doi":"10.1017/ash.2022.268","title":"Trends in hospital antibiotic utilization during the coronavirus disease 2019 (COVID-19) pandemic: A multicenter interrupted time-series analysis","year":2022,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Health Sciences Centre; Sunnybrook Hospital; St Joseph's Health Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Pandemic; Medicine; Antimicrobial stewardship; Coronavirus disease 2019 (COVID-19); Intensive care; Emergency medicine; Interrupted time series; Pediatrics; Intensive care medicine; Antibiotics; Infectious disease (medical specialty); Internal medicine; Disease; Psychological intervention; Antibiotic resistance","score_opus":0.07771181966210519,"score_gpt":0.36805049852606647,"score_spread":0.29033867886396125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288085585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669397,0.008044221,0.0002439067,0.021590881,0.0013901817,0.00067702617,0.00087294856,0.00020193824,0.000039184026],"genre_scores_gemma":[0.98841697,0.0009287416,0.000049957547,0.005168461,0.00007468177,0.00002583384,0.0018809887,0.000044459655,0.003409922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915339,0.00479969,0.0012867367,0.0010754357,0.00008744003,0.0012168094],"domain_scores_gemma":[0.9974736,0.0008443169,0.0006382887,0.0007726351,0.000078566874,0.00019257545],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019529073,0.00046064908,0.0011934732,0.0007418179,0.0012394048,0.000015971895,0.0007382294,0.00036028822,0.0016992482],"category_scores_gemma":[0.00084340014,0.00037307557,0.0005339065,0.0014793754,0.0007201377,0.0001449863,0.0005604252,0.0011302492,0.00014941367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020913424,0.0005589212,0.9852203,0.0001546405,0.00066823885,0.0000870607,0.0013502293,0.001311334,0.003270804,0.00025597433,0.0032294993,0.0018016336],"study_design_scores_gemma":[0.0023218433,0.00056818477,0.96374387,0.00006664391,0.000450969,0.00011224321,0.00082489447,0.00018803269,0.00025663764,0.0000845303,0.030727027,0.0006551269],"about_ca_topic_score_codex":0.0066069844,"about_ca_topic_score_gemma":0.0040025334,"teacher_disagreement_score":0.027497528,"about_ca_system_score_codex":0.000652785,"about_ca_system_score_gemma":0.00029277644,"threshold_uncertainty_score":0.99987215},"labels":[],"label_agreement":null},{"id":"W4288515280","doi":"10.12688/hrbopenres.13582.1","title":"Artificial intelligence to improve antimicrobial prescribing: A protocol for a systematic review","year":2022,"lang":"en","type":"review","venue":"HRB Open Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Research Board","keywords":"Scopus; MEDLINE; Biology","score_opus":0.38554006828443627,"score_gpt":0.5221542644183824,"score_spread":0.13661419613394615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288515280","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.1698889e-8,0.5484889,0.0001388489,0.00011910558,0.00015679987,0.45008484,0.00017892466,0.000022589424,0.00080999604],"genre_scores_gemma":[8.3580346e-8,0.5175053,0.00013938123,0.00011423834,0.000047900827,0.4728878,0.0001198585,0.00006080125,0.009124646],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927865,0.00287794,0.0017570164,0.0012298061,0.00021985597,0.0011288673],"domain_scores_gemma":[0.99620813,0.0014482747,0.0004959995,0.0014671187,0.0002943217,0.000086178625],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0068307533,0.00051036564,0.0034071892,0.00036527813,0.0009091165,0.00026803627,0.0039195963,0.00043844,0.0020668544],"category_scores_gemma":[0.0023299204,0.0003595409,0.00060961564,0.0010352782,0.0002297506,0.000098257646,0.002722624,0.0015073973,0.0023654476],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001428792,0.0002479742,1.3716149e-8,0.8588257,0.00030148355,0.0000150718715,0.00004525585,3.7403243e-8,0.000054372984,0.0018214858,0.043070395,0.095475376],"study_design_scores_gemma":[0.00005691053,0.00032626017,2.7894342e-9,0.3851589,0.00024619032,0.00003593659,0.00004134424,2.1661505e-7,0.0001879877,0.00006125467,0.61362094,0.00026410684],"about_ca_topic_score_codex":0.00010631818,"about_ca_topic_score_gemma":0.00003121793,"teacher_disagreement_score":0.5705505,"about_ca_system_score_codex":0.0002841913,"about_ca_system_score_gemma":0.001506664,"threshold_uncertainty_score":0.9998857},"labels":[],"label_agreement":null},{"id":"W4291020019","doi":"10.1136/archdischild-2022-324227","title":"Antibiotic use in ambulatory care for acutely ill children in high-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Archives of Disease in Childhood","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"Belgian Health Care Knowledge Centre; KU Leuven","keywords":"Medicine; Ambulatory; Medical prescription; Meta-analysis; Psychological intervention; Pediatrics; Respiratory tract infections; MEDLINE; Antibiotics; Ambulatory care; Emergency medicine; Intensive care medicine; Internal medicine; Health care","score_opus":0.01984946721432248,"score_gpt":0.27629375197355044,"score_spread":0.256444284759228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291020019","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011610955,0.98951566,0.000003593844,0.00004263216,0.000038569076,0.005264292,0.003949724,0.000015973164,0.000008437167],"genre_scores_gemma":[0.014742729,0.98317796,0.000071172486,0.00018827469,0.0000052853984,0.00022022145,0.0014495305,0.000050239065,0.00009456283],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9959089,0.0010437618,0.0016906223,0.000829017,0.0000895234,0.0004381503],"domain_scores_gemma":[0.996738,0.0014839319,0.0008122926,0.0008838341,0.000022392614,0.000059545022],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003227108,0.0005983139,0.0077426154,0.0009868636,0.00008684952,0.000017229337,0.000583037,0.00018318418,0.00008530523],"category_scores_gemma":[0.00030080802,0.00044019782,0.002243303,0.00073667924,0.0002541397,0.00009100669,0.00025312215,0.000503229,0.0000052859687],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044010514,0.00036736726,0.003632975,0.9260671,0.06866585,0.000024390365,0.00063835416,0.000009245987,8.69261e-8,0.00020486096,0.0000112233465,0.0003345014],"study_design_scores_gemma":[0.0013177223,0.00011823082,0.032585207,0.14544065,0.81624657,0.000012447552,0.000120208744,8.127723e-7,7.182878e-7,0.00007042478,0.0031958916,0.0008911397],"about_ca_topic_score_codex":0.0002335166,"about_ca_topic_score_gemma":0.0004077274,"teacher_disagreement_score":0.7806265,"about_ca_system_score_codex":0.00005892545,"about_ca_system_score_gemma":0.0002966976,"threshold_uncertainty_score":0.999805},"labels":[],"label_agreement":null},{"id":"W4292018439","doi":"10.3138/jammi-2022-0008","title":"Survey on antimicrobial resistance knowledge and perceptions in university students reveals concerning trends on antibiotic use and procurement","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Antibiotic resistance; Procurement; Resistance (ecology); Antimicrobial; Perception; Antibiotics; Business; Knowledge management; Psychology; Microbiology; Marketing; Biology; Computer science","score_opus":0.008959587959391117,"score_gpt":0.23680369035972748,"score_spread":0.22784410240033637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292018439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702525,0.000795616,8.0050717e-7,0.0013875,0.00045398768,0.00007566902,0.00022659297,0.0000022065278,0.000032357202],"genre_scores_gemma":[0.9978399,0.00047157775,7.4750193e-7,0.00038534752,0.000012618451,1.620997e-7,0.000016129346,0.000003898274,0.0012696139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983089,0.0010492901,0.00026566666,0.00013881412,0.00009222409,0.00014510471],"domain_scores_gemma":[0.9989446,0.00044618367,0.00040435937,0.000070677605,0.000081194834,0.000053026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095140905,0.00009112457,0.00025615425,0.00010640014,0.00031164943,0.0000070313026,0.00015496087,0.000105870866,0.000045894565],"category_scores_gemma":[0.0005371537,0.00007094616,0.00003901725,0.00014532242,0.00015756562,0.000033299573,0.00012280197,0.00046220166,2.2616271e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038730123,0.0002450919,0.9693108,0.000030634365,0.00016394687,0.000013801836,0.00015364817,0.00000869256,0.004339501,0.00010205629,0.02510444,0.00014007099],"study_design_scores_gemma":[0.0018970517,0.0001493579,0.9917014,0.00020181651,0.00005814875,0.000016982523,0.00011979861,5.859648e-7,0.00010377272,0.0000050737685,0.0056723813,0.00007358146],"about_ca_topic_score_codex":0.005330993,"about_ca_topic_score_gemma":0.12493625,"teacher_disagreement_score":0.119605266,"about_ca_system_score_codex":0.00040031972,"about_ca_system_score_gemma":0.00040190123,"threshold_uncertainty_score":0.8910314},"labels":[],"label_agreement":null},{"id":"W4292114757","doi":"10.21203/rs.3.rs-1932248/v1","title":"WHY STOP? Quantifying Cognitive-Behavioural factors that influence the impact of PCR-POCT results on antibiotic cessation in ICU","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Point-of-care testing; Medicine; Antibiotics; Intensive care medicine; Antibiotic Stewardship; Antimicrobial stewardship; Confidence interval; Emergency medicine; Internal medicine; Antibiotic resistance; Immunology","score_opus":0.1554067286226381,"score_gpt":0.42053888952209056,"score_spread":0.26513216089945246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292114757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942526,0.002166693,0.000005657021,0.00025330659,0.00030999546,0.0012658841,0.0011306321,0.00003854567,0.0005766696],"genre_scores_gemma":[0.99767846,0.0007622197,0.000002511271,0.000021711383,0.0000141856735,0.000015762302,0.0010453961,0.000036151763,0.00042362665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99490637,0.0024887617,0.0005873306,0.00078191684,0.00041033616,0.0008252599],"domain_scores_gemma":[0.9964258,0.0019775636,0.00040560027,0.0007957347,0.00035299765,0.000042288055],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002170367,0.00037754743,0.000592817,0.00070764724,0.00055179547,0.000068236885,0.00086687354,0.0005817151,0.00029321178],"category_scores_gemma":[0.0010711834,0.00024379062,0.00033748284,0.000627391,0.00077614345,0.00010843172,0.0009162519,0.0036637385,0.000043373446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022053171,0.0007217736,0.9692291,0.0005906909,0.00033988262,0.000070764916,0.0062059257,0.0011329134,0.017524324,0.0001509506,0.0012008373,0.0006275152],"study_design_scores_gemma":[0.0011182541,0.00068030047,0.9669429,0.0023329353,0.000027859338,0.000004336561,0.008118002,0.000013965398,0.020331899,0.00005880061,0.00009934927,0.0002714108],"about_ca_topic_score_codex":0.024200752,"about_ca_topic_score_gemma":0.0010766387,"teacher_disagreement_score":0.023124114,"about_ca_system_score_codex":0.00041875226,"about_ca_system_score_gemma":0.00051970675,"threshold_uncertainty_score":0.9986349},"labels":[],"label_agreement":null},{"id":"W4292209878","doi":"10.1111/tid.13928","title":"Antimicrobial stewardship in pediatric solid organ transplantation: Is it possible?","year":2022,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Antimicrobial stewardship; Intensive care medicine; Psychological intervention; Pediatric intensive care unit; Multidisciplinary approach; Stewardship (theology); Multidisciplinary team; Transplantation; Nursing; Antibiotic resistance; Internal medicine; Antibiotics","score_opus":0.009097250164293842,"score_gpt":0.23321220112682092,"score_spread":0.2241149509625271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292209878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935922,0.0012342429,0.00018743952,0.0007105723,0.00087806967,0.00036284118,0.0012350486,0.0001317285,0.0016678609],"genre_scores_gemma":[0.9948249,0.0020513267,0.00000428897,0.001205627,0.00006385769,0.000026790682,0.0005029021,0.000029921903,0.0012903906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828017,0.0002537562,0.0003881404,0.0004414716,0.00008868542,0.0005477606],"domain_scores_gemma":[0.99949455,0.00007432192,0.0000889949,0.00024177755,0.000025941164,0.00007441039],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019651621,0.00024874022,0.00028719482,0.00028484227,0.0005533637,0.000019657846,0.00024746044,0.000110475805,0.0029522025],"category_scores_gemma":[0.0000050282924,0.00025259587,0.00015546386,0.00046414297,0.00008524266,0.00009667414,0.000026758777,0.00048251534,0.0003300083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031665373,0.0025579177,0.94824696,0.0012469931,0.00023435394,0.0015759047,0.008976133,0.00093048526,0.020218445,0.0005610911,0.011986621,0.00029856875],"study_design_scores_gemma":[0.02368696,0.0010229232,0.9206891,0.00039434995,0.0024357077,0.0017391859,0.0009975143,0.00004981056,0.03505397,0.0006778629,0.010276053,0.002976541],"about_ca_topic_score_codex":0.00014030955,"about_ca_topic_score_gemma":0.00019837564,"teacher_disagreement_score":0.027557826,"about_ca_system_score_codex":0.000070129354,"about_ca_system_score_gemma":0.00024961232,"threshold_uncertainty_score":0.9999926},"labels":[],"label_agreement":null},{"id":"W4292411934","doi":"10.1093/jac/dkac274","title":"Global consumption of antimicrobials: impact of the WHO Global Action Plan on Antimicrobial Resistance and 2019 coronavirus pandemic (COVID-19)—authors’ response","year":2022,"lang":"en","type":"letter","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Antimicrobial; 2019-20 coronavirus outbreak; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Action plan; Antibiotic resistance; Medicine; Consumption (sociology); Action (physics); Anti-Infective Agents; Virology; Microbiology; Biology; Antibiotics; Infectious disease (medical specialty); Outbreak; Internal medicine","score_opus":0.05137779438356194,"score_gpt":0.3445347367769458,"score_spread":0.29315694239338386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292411934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94384223,0.0027396772,0.000100454316,0.04517537,0.0025864292,0.00064204587,0.0048339623,0.000033350956,0.0000464879],"genre_scores_gemma":[0.842999,0.016389543,0.00026760754,0.13460194,0.0010495537,0.000002593953,0.0003797338,0.00018193293,0.004128098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947618,0.0018077097,0.0017821973,0.0006476733,0.00030162273,0.00069899566],"domain_scores_gemma":[0.99415636,0.00054561155,0.004174964,0.00074605184,0.0002906211,0.00008639995],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014048304,0.0007785976,0.0018336405,0.00029173578,0.00042346958,0.000050102935,0.0011455069,0.0016418932,0.0005400281],"category_scores_gemma":[0.000267524,0.0005746797,0.0012375036,0.0005074878,0.0013387625,0.00017223926,0.00017949803,0.0021365942,0.000009970545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023445375,0.00023787035,0.011445749,0.0004297181,0.001112352,0.00006592238,0.00021130026,0.00007808827,0.32032326,0.00000765657,0.64245963,0.00018309183],"study_design_scores_gemma":[0.02124295,0.0035414193,0.10691066,0.0047166524,0.0013801092,0.007653292,0.0001555066,0.0000018552865,0.11043596,0.00017172052,0.7416862,0.0021036204],"about_ca_topic_score_codex":0.00038389958,"about_ca_topic_score_gemma":0.000103682694,"teacher_disagreement_score":0.2098873,"about_ca_system_score_codex":0.0012233984,"about_ca_system_score_gemma":0.0016895166,"threshold_uncertainty_score":0.99967045},"labels":[],"label_agreement":null},{"id":"W4292622345","doi":"10.1016/j.cmi.2022.08.009","title":"The WHO essential medicines list AWaRe book: from a list to a quality improvement system","year":2022,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":126,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Ottawa Hospital; Health Canada","funders":"World Health Organization","keywords":"Antibiotics; Broad spectrum; Antibiotic resistance; Medicine; Intensive care medicine; Quality (philosophy); Resistance (ecology); Biology; Microbiology; Combinatorial chemistry","score_opus":0.015586077600320386,"score_gpt":0.31481278354531156,"score_spread":0.2992267059449912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292622345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986719,0.0040533626,0.00047547556,0.0023961896,0.0053945296,0.00041134795,0.00018305634,0.0000910219,0.0002759794],"genre_scores_gemma":[0.99394697,0.0005262333,0.000004863755,0.0023940445,0.00025871536,0.000036751877,0.00019271369,0.00001085625,0.0026288396],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975191,0.000948116,0.00072258856,0.00048713508,0.00001935472,0.00030371288],"domain_scores_gemma":[0.9985824,0.0007505267,0.00025306534,0.00031042768,0.00006265729,0.000040913852],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001128107,0.00017011038,0.000413505,0.000040247938,0.0014235381,0.000018681947,0.00017791618,0.00027688465,0.00034488263],"category_scores_gemma":[0.00017470827,0.0001152753,0.00014427703,0.00010601499,0.0005874599,0.00003625276,0.00033739864,0.0005913552,0.00008075952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024223693,0.0005542389,0.07966019,0.00011662984,0.0010246027,0.000011146234,0.00057458924,0.0000053015665,0.74937063,0.0032034372,0.14480394,0.018252915],"study_design_scores_gemma":[0.0022529205,0.00169761,0.03242164,0.000094350544,0.00016145741,0.000090163965,0.0013408324,0.0000075806247,0.01134709,0.00009986911,0.950145,0.00034148252],"about_ca_topic_score_codex":0.0011743011,"about_ca_topic_score_gemma":0.0007404577,"teacher_disagreement_score":0.80534106,"about_ca_system_score_codex":0.000059904887,"about_ca_system_score_gemma":0.000053151074,"threshold_uncertainty_score":0.9998765},"labels":[],"label_agreement":null},{"id":"W4293210501","doi":"10.1017/ash.2022.1","title":"Evaluation of different antimicrobial stewardship models at a rehabilitation hospital: An interrupted time series (ITS) study","year":2022,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Pharmacist; Antimicrobial stewardship; Medicine; Audit; Interrupted Time Series Analysis; Rehabilitation; Confidence interval; Clinical pharmacy; Prospective cohort study; Rehabilitation hospital; Emergency medicine; Pharmacy; Family medicine; Internal medicine; Physical therapy; Antibiotics","score_opus":0.0592336536994578,"score_gpt":0.33308798056603794,"score_spread":0.2738543268665801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293210501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852174,0.0019043649,0.0000663089,0.0059842668,0.0025291787,0.0034225783,0.00054967665,0.00022134472,0.00010485912],"genre_scores_gemma":[0.9965064,0.00012676198,0.00021913902,0.0009145353,0.00011787695,0.00017206137,0.0011895936,0.000099396486,0.0006542611],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.975635,0.018854989,0.002294999,0.0015573974,0.00036388377,0.001293739],"domain_scores_gemma":[0.99494505,0.0012746138,0.0013720164,0.0011867437,0.0010752358,0.00014631762],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0105068525,0.00070625637,0.0020268734,0.0004447813,0.0012290234,0.000013690019,0.0009218426,0.0006005851,0.0011439744],"category_scores_gemma":[0.0014594727,0.0006675516,0.0004567231,0.00049189676,0.00058254047,0.00038144924,0.00086969166,0.0010759969,0.00014365994],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014727879,0.026039908,0.3241402,0.0020966164,0.0039532087,0.00006505618,0.063786335,0.008859851,0.4883105,0.0065684845,0.05022017,0.011231825],"study_design_scores_gemma":[0.050295245,0.14571972,0.57956684,0.001988955,0.0070528216,0.0015225656,0.060445018,0.006483081,0.11162351,0.017848596,0.007644027,0.009809609],"about_ca_topic_score_codex":0.0018081415,"about_ca_topic_score_gemma":0.0014438203,"teacher_disagreement_score":0.37668696,"about_ca_system_score_codex":0.0010632966,"about_ca_system_score_gemma":0.000578869,"threshold_uncertainty_score":0.9997691},"labels":[],"label_agreement":null},{"id":"W4293214685","doi":"10.3407/rpn.v5i2.6887","title":"Actividad antiquorum sensing de constituyentes químicos aislados de Piper bogotense frente a Pseudomonas aeruginosa.","year":2022,"lang":"es","type":"article","venue":"Revista Productos Naturales","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pseudomonas aeruginosa; Biology; Bacteria; Genetics","score_opus":0.007472031674172458,"score_gpt":0.23958615971768438,"score_spread":0.23211412804351192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293214685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81431484,0.17129946,0.00017553881,0.010809949,0.0011466267,0.001044906,0.0004125188,0.00023040279,0.00056573417],"genre_scores_gemma":[0.9803822,0.0077081406,0.00068091764,0.0008080945,0.00037699938,0.000009963328,0.00020992468,0.00008808671,0.009735661],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99473804,0.0015568158,0.0007313552,0.0012658869,0.00020505596,0.0015028734],"domain_scores_gemma":[0.9977411,0.00036854146,0.0005597124,0.001023824,0.00019180906,0.00011499211],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009239833,0.0007144944,0.0010052135,0.0002941235,0.0016674604,0.00021557866,0.00067707227,0.00042308617,0.0004731528],"category_scores_gemma":[0.0006274367,0.0006702201,0.0004484942,0.0005364118,0.0010834148,0.00021927794,0.00062664354,0.0022268274,0.0001781964],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086969323,0.0005066052,0.015544727,0.0010828918,0.0009646534,0.0005208463,0.001132729,0.000020698979,0.912881,0.0068829916,0.05445061,0.005142532],"study_design_scores_gemma":[0.0024490333,0.00042763515,0.009894569,0.0019478947,0.00095711165,0.005623504,0.002959219,0.00014051299,0.2804092,0.00019813262,0.6932087,0.0017845125],"about_ca_topic_score_codex":0.00016309453,"about_ca_topic_score_gemma":0.000013095839,"teacher_disagreement_score":0.63875806,"about_ca_system_score_codex":0.00043554988,"about_ca_system_score_gemma":0.00087546324,"threshold_uncertainty_score":0.99963224},"labels":[],"label_agreement":null},{"id":"W4293498778","doi":"10.1101/2022.08.15.503946","title":"Collateral impacts of pandemic COVID-19 drive the nosocomial spread of antibiotic resistance","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Conservatoire National des Arts et Métiers; Pfizer; Université Paris-Saclay; Fondation de France; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche","keywords":"Outbreak; Pandemic; Context (archaeology); Transmission (telecommunications); Antibiotic resistance; Infection control; Population; Contact tracing; Medicine; Hygiene; Methicillin-resistant Staphylococcus aureus; Environmental health; Antibiotics; Intensive care medicine; Virology; Microbiology; Coronavirus disease 2019 (COVID-19); Biology; Staphylococcus aureus; Disease; Infectious disease (medical specialty); Internal medicine; Bacteria; Computer science","score_opus":0.014352874932811094,"score_gpt":0.2446395607995654,"score_spread":0.2302866858667543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293498778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852171,0.009988185,0.00014468044,0.00035652283,0.0018460708,0.0010094548,0.0012443482,0.00014408528,0.000049553168],"genre_scores_gemma":[0.99800295,0.001211276,0.00024095399,0.00026535505,0.00009213557,0.000018435212,0.0000025347026,0.00007397496,0.00009237159],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967875,0.0006388045,0.0009501116,0.00081619696,0.00018673568,0.00062067324],"domain_scores_gemma":[0.99631816,0.00039388216,0.0013367888,0.0015762253,0.0002680867,0.000106881766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009228101,0.00052948814,0.0010605783,0.00022519408,0.00037404595,0.000029618202,0.0012025704,0.0007700856,0.00034516593],"category_scores_gemma":[0.00039392637,0.00043020592,0.00033514953,0.0005020389,0.0010092055,0.00006138668,0.0008439361,0.0011862365,0.000029235001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048498152,0.00020973259,0.05803533,0.0013195705,0.00070671405,0.000033789944,0.00011596516,0.000054932378,0.9352501,0.0008701112,0.002918357,4.3044432e-7],"study_design_scores_gemma":[0.0023313225,0.00019814461,0.16698231,0.0009769816,0.0005154017,1.8736807e-7,0.00008289601,0.000004716019,0.80409855,0.000012421672,0.023892071,0.00090501976],"about_ca_topic_score_codex":0.00040036583,"about_ca_topic_score_gemma":0.000075474934,"teacher_disagreement_score":0.13115156,"about_ca_system_score_codex":0.00033035615,"about_ca_system_score_gemma":0.001843686,"threshold_uncertainty_score":0.999815},"labels":[],"label_agreement":null},{"id":"W4293581773","doi":"10.1016/j.infpip.2022.100245","title":"Knowledge, perspectives and health outcome expectations of antibiotic therapy in hospitalized patients","year":2022,"lang":"en","type":"article","venue":"Infection Prevention in Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Sinai Health System; University Health Network; Humber River Regional Hospital","funders":"","keywords":"Medicine; Health care; Family medicine; Qualitative research; Public health; Population; Nursing; Environmental health","score_opus":0.02484729910153811,"score_gpt":0.35641211805648776,"score_spread":0.33156481895494966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293581773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99104476,0.0060274377,0.00009443384,0.00042159224,0.00046653062,0.00042436016,0.000005675028,0.000021096848,0.0014940959],"genre_scores_gemma":[0.99797636,0.0014247844,0.00007001275,0.000037204005,0.0000038709723,0.00001750268,0.000018939636,0.000007819504,0.00044352488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841356,0.00080318033,0.0003997828,0.00021103099,0.00003963298,0.00013282555],"domain_scores_gemma":[0.9994214,0.00013564386,0.00025285548,0.00010810542,0.00007261984,0.000009351234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005775624,0.00008318397,0.0001917814,0.00027715907,0.00016443858,0.0000061839155,0.000046825167,0.000052682026,0.00015203643],"category_scores_gemma":[0.00016720688,0.00008589425,0.00004421341,0.00038691328,0.00006501655,0.00024576174,0.00004692458,0.0002582602,0.000010977362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021547703,0.0037185596,0.9785482,0.00004340862,0.00008408093,8.085141e-7,0.008725817,0.000028175049,0.00081476686,0.002208665,0.00018281085,0.005429206],"study_design_scores_gemma":[0.0030642073,0.0007736459,0.98326176,0.00004362758,0.000011968679,0.00001213953,0.009426855,0.0000036608214,0.0002842057,0.00015459952,0.0028628958,0.00010043777],"about_ca_topic_score_codex":0.00045161694,"about_ca_topic_score_gemma":0.00018503492,"teacher_disagreement_score":0.0069315634,"about_ca_system_score_codex":0.0001332911,"about_ca_system_score_gemma":0.00006826191,"threshold_uncertainty_score":0.35026658},"labels":[],"label_agreement":null},{"id":"W4293763620","doi":"10.3390/antibiotics9010022","title":"The Effect of Different Antibiotic Regimens on Bacterial Resistance: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medicine; Medical prescription; Antibiotic resistance; Randomized controlled trial; Cochrane Library; MEDLINE; Systematic review; Intensive care medicine; Internal medicine; Biology; Microbiology; Pharmacology","score_opus":0.011479869376034147,"score_gpt":0.2740428077749918,"score_spread":0.26256293839895767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293763620","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000190314,0.99324626,0.0000037338798,0.00012266877,0.0018049768,0.003816694,0.00014277577,0.00007277484,0.0007710639],"genre_scores_gemma":[0.00054016244,0.994283,0.0000050208073,0.00006769266,0.00010649862,0.0000027715191,0.00022019404,0.00009933716,0.004675321],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9944663,0.002190065,0.0018491502,0.0006986416,0.00017475309,0.0006211068],"domain_scores_gemma":[0.99408644,0.002464173,0.0018104956,0.0015113541,0.00007036831,0.000057186593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006566596,0.00095439964,0.006379829,0.0000980457,0.0003488489,0.00004290295,0.0011060529,0.00073966454,0.000035990313],"category_scores_gemma":[0.0009767846,0.00045691937,0.0013654844,0.00040512971,0.0005235734,0.000026818921,0.00019719143,0.0009112424,0.0008356283],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089972746,0.000058409747,0.0000016090806,0.9816429,0.0016535707,0.000036120673,0.000013930852,6.8147856e-9,0.00007440334,0.0007274714,0.010237881,0.0054637273],"study_design_scores_gemma":[0.00031197837,0.00055578037,7.5922816e-7,0.6398441,0.007198755,0.0000356948,0.000006071582,5.1092382e-8,0.0013617184,0.0000031005177,0.35032892,0.00035307216],"about_ca_topic_score_codex":0.0000019220313,"about_ca_topic_score_gemma":0.000008273437,"teacher_disagreement_score":0.3417988,"about_ca_system_score_codex":0.00009462192,"about_ca_system_score_gemma":0.00011810123,"threshold_uncertainty_score":0.99994236},"labels":[],"label_agreement":null},{"id":"W4294215815","doi":"10.1016/s0140-6736(22)01531-8","title":"Nurses: an underused, vital asset against drug-resistant infections","year":2022,"lang":"en","type":"letter","venue":"The Lancet","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"MGH Institute of Health Professions; Institute of Infection and Immunity; Universitat de les Illes Balears; Universidade de São Paulo; University of West London; Deakin University; Glasgow Caledonian University; Cardiff University; Imperial College London","keywords":"Scopus; Antimicrobial stewardship; Workforce; Medicine; MEDLINE; Infection control; Nursing; Antibiotic resistance; Drug resistance; Resistance (ecology); Economic shortage; Health care; Family medicine; Intensive care medicine; Government (linguistics); Political science; Biology","score_opus":0.01974895933476773,"score_gpt":0.25977881185278656,"score_spread":0.24002985251801884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294215815","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052713726,0.0073072235,0.000045042987,0.8859075,0.009770819,0.0009448614,0.0033240912,0.0006717177,0.039315067],"genre_scores_gemma":[0.099962726,0.0009894272,0.000024983607,0.78324467,0.0063201417,0.000072102186,0.0074973293,0.00015417013,0.10173444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978405,0.00066579576,0.00029238552,0.0004602877,0.0000901539,0.00065088284],"domain_scores_gemma":[0.998244,0.00024941034,0.00021383667,0.0012377801,0.000039358874,0.000015643845],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027566424,0.00034285645,0.0006618181,0.00009459441,0.00090718654,0.00006136167,0.0010069262,0.00053876586,0.0017812796],"category_scores_gemma":[0.000035196437,0.00023425063,0.00019042495,0.00018048126,0.00043104973,0.00007341158,0.0001713532,0.0029421048,0.0006628648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009411516,0.00008823617,0.00013001722,0.000061849416,0.00034598974,0.00009645798,0.00035342292,0.0000055778696,0.0024283633,0.00039831857,0.99585813,0.00013951275],"study_design_scores_gemma":[0.00071076007,0.00013087012,0.00027255988,0.000060774255,0.000129236,0.000042963533,0.00042427913,6.5945e-7,0.00024392358,0.00030825313,0.99733645,0.00033926993],"about_ca_topic_score_codex":0.00022255938,"about_ca_topic_score_gemma":0.0003104546,"teacher_disagreement_score":0.102662764,"about_ca_system_score_codex":0.00009520611,"about_ca_system_score_gemma":0.0001686877,"threshold_uncertainty_score":0.9993582},"labels":[],"label_agreement":null},{"id":"W4294335622","doi":"10.1101/2022.09.01.22279488","title":"Antibiotic Resistance associated with the COVID-19 Pandemic: A Rapid Systematic Review","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Ottawa; Ottawa Hospital; University Health Network; University of Toronto; Public Health Ontario","funders":"","keywords":"Pandemic; Medicine; Incidence (geometry); Antibiotic resistance; Acinetobacter; Population; Coronavirus disease 2019 (COVID-19); Internal medicine; Antibiotics; Environmental health; Biology; Microbiology","score_opus":0.035941830367868355,"score_gpt":0.2803038534275566,"score_spread":0.24436202305968824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294335622","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05826567,0.9205886,0.000328242,0.009998984,0.0013743659,0.0053386693,0.00038256607,0.00054207054,0.0031808247],"genre_scores_gemma":[0.8741338,0.05511151,0.00002387381,0.012494628,0.000044580258,0.00021663617,0.00067331066,0.00010953274,0.057192106],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9949962,0.0026986978,0.00076887565,0.0008026236,0.00018962419,0.0005440087],"domain_scores_gemma":[0.99600637,0.0010719433,0.0011750801,0.001576699,0.00010830705,0.000061629944],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029444587,0.00050826,0.0015872631,0.0000891882,0.000700336,0.000035579247,0.0013606353,0.00044448243,0.0010753616],"category_scores_gemma":[0.0018863733,0.0002848455,0.00032389656,0.0003866962,0.0005290896,0.00002777081,0.0006013901,0.0017292764,0.00015480981],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003060592,0.00043687463,0.029078558,0.8359348,0.0058939806,0.00036676528,0.0015969676,0.00003429034,0.0016708557,0.00088752876,0.123776704,0.00001662418],"study_design_scores_gemma":[0.005289482,0.0006160698,0.013097297,0.69682264,0.017468944,0.00078981806,0.002623976,0.0000071118875,0.00056596677,0.0006035499,0.2574614,0.004653709],"about_ca_topic_score_codex":0.00004116485,"about_ca_topic_score_gemma":0.00040667836,"teacher_disagreement_score":0.8654771,"about_ca_system_score_codex":0.00031241184,"about_ca_system_score_gemma":0.0005585099,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W4294725401","doi":"10.1093/jac/dkac211","title":"Relevance of the Consensus Principles for Appropriate Antibiotic Prescribing in 2022","year":2022,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"GlaxoSmithKline","keywords":"Medicine; Antimicrobial stewardship; Guideline; Antibiotic resistance; Relevance (law); Antibiotic Stewardship; Intensive care medicine; MEDLINE; Family medicine; Antibiotics; Political science","score_opus":0.015590243379206406,"score_gpt":0.23486524968387334,"score_spread":0.21927500630466695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294725401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99452114,0.0017341336,0.00011006365,0.00201604,0.0011349753,0.00033149178,0.000041469862,0.000005446725,0.00010525281],"genre_scores_gemma":[0.9975367,0.00028859338,0.0006585784,0.0004235006,0.00004096334,7.261362e-7,0.0000021045964,0.00002072801,0.0010280628],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987041,0.00018038422,0.0006565294,0.00014953039,0.000067315814,0.00024218892],"domain_scores_gemma":[0.998705,0.00015675243,0.0008229392,0.00020550133,0.00009928808,0.000010461901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065932435,0.00012638902,0.0003900438,0.00010644867,0.00019390346,0.0000065824843,0.00044727972,0.00008518701,0.0000671773],"category_scores_gemma":[0.00009230115,0.00008997183,0.00024770998,0.00021922107,0.00020510652,0.00003172227,0.00007922088,0.00043062097,0.0000010456632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012126901,0.0002936062,0.00374391,0.00007651616,0.00013381473,0.0000052479413,0.0005384676,0.00047552102,0.98770744,0.00030486716,0.0047881515,0.00071976066],"study_design_scores_gemma":[0.004487474,0.00029904567,0.0038846368,0.0002248012,0.000037133803,0.00029868446,0.0004027421,0.00002180809,0.95788425,0.0001405148,0.03216317,0.00015575976],"about_ca_topic_score_codex":0.000017195736,"about_ca_topic_score_gemma":0.0000123761465,"teacher_disagreement_score":0.029823218,"about_ca_system_score_codex":0.00006087062,"about_ca_system_score_gemma":0.0001889381,"threshold_uncertainty_score":0.36689448},"labels":[],"label_agreement":null},{"id":"W4295027243","doi":"10.3138/jammi-2022-0012","title":"Assessment of antimicrobial prescribing practice, knowledge, and culture in three teaching hospitals","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Family medicine; Antibiotic resistance; Health care; Nursing; Antibiotics","score_opus":0.0030492475902247833,"score_gpt":0.23764539862835016,"score_spread":0.23459615103812537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295027243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893109,0.0055048983,0.000022548538,0.0036634,0.0010257706,0.000113658374,0.000070679205,0.0000021173996,0.00028599787],"genre_scores_gemma":[0.9988971,0.00040373835,0.000016528558,0.00045236823,0.00002812381,9.864112e-7,0.0000068977583,0.0000043973837,0.00018988104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984028,0.0007675822,0.00047954379,0.00010613353,0.0000933772,0.00015060217],"domain_scores_gemma":[0.99841315,0.00040974398,0.00093241665,0.00007941861,0.00012460574,0.00004066062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014836069,0.00008849619,0.00032183432,0.00006532068,0.00021737943,0.0000039381835,0.00019494435,0.00013848029,0.000048131984],"category_scores_gemma":[0.0013269827,0.00006243384,0.000070707494,0.000090709385,0.00012991283,0.000058242407,0.00018733073,0.0008149726,7.116011e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016276633,0.00055958534,0.8863484,0.00014414219,0.0006929215,0.000022093023,0.000497784,0.00005238695,0.06653813,0.0015852425,0.042604093,0.00079240615],"study_design_scores_gemma":[0.0059282407,0.00050308014,0.89545906,0.0006089373,0.00051942834,0.00058121944,0.0009534497,0.000023484661,0.0023721869,0.00036197994,0.09240482,0.0002840904],"about_ca_topic_score_codex":0.007374373,"about_ca_topic_score_gemma":0.028110063,"teacher_disagreement_score":0.06416595,"about_ca_system_score_codex":0.00025820057,"about_ca_system_score_gemma":0.0012082129,"threshold_uncertainty_score":0.99923563},"labels":[],"label_agreement":null},{"id":"W4295761984","doi":"10.1017/ice.2022.194","title":"SHEA statement on antibiotic stewardship in hospitals during public health emergencies","year":2022,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"National Cancer Institute","keywords":"Statement (logic); Antibiotic Stewardship; Stewardship (theology); Action (physics); Business; Content (measure theory); Public health; Medicine; Medical emergency; Antibiotics; Nursing; Political science; Microbiology; Antibiotic resistance","score_opus":0.02340808623056028,"score_gpt":0.28255567399381315,"score_spread":0.25914758776325286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295761984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713916,0.007824087,0.00022922382,0.017715223,0.001820111,0.00052033615,0.0000562089,0.000085867076,0.00035734652],"genre_scores_gemma":[0.9960392,0.0015336206,0.000016830489,0.0018805745,0.000046668065,0.000040602295,0.000044081284,0.000016285687,0.0003820982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625283,0.0016300279,0.0007932498,0.00051831675,0.00004668631,0.0007589065],"domain_scores_gemma":[0.9988925,0.00043502497,0.0003592955,0.00021355793,0.00003407587,0.000065560154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022902826,0.00022854765,0.0007016337,0.000270072,0.0006515025,0.000008303551,0.00011345417,0.00013983677,0.0002888026],"category_scores_gemma":[0.0004495086,0.00020270247,0.00011446964,0.00020174714,0.00021789987,0.00009419289,0.000104720275,0.0005547761,0.000059031416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020274024,0.00067788444,0.9731429,0.00010826443,0.00023815766,0.000014918129,0.0007203804,0.0002853393,0.002305989,0.014150029,0.0029975288,0.005155833],"study_design_scores_gemma":[0.002720732,0.0027284329,0.97565496,0.000030969182,0.000010940807,0.00003171442,0.00052626187,0.000024206201,0.000086247506,0.00060163124,0.017307568,0.00027632024],"about_ca_topic_score_codex":0.0013336805,"about_ca_topic_score_gemma":0.00024520844,"teacher_disagreement_score":0.024647642,"about_ca_system_score_codex":0.0002263531,"about_ca_system_score_gemma":0.00009670688,"threshold_uncertainty_score":0.8265967},"labels":[],"label_agreement":null},{"id":"W4295836865","doi":"10.54034/mic.e1408","title":"Prevalence of risk factors for carbapenem-resistant Klebsiella pneumoniae in hospitalized patients. Systematic review","year":2022,"lang":"en","type":"article","venue":"Microbes Infection and Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Klebsiella pneumoniae; Intensive care unit; Carbapenem; Pneumonia; Observational study; Klebsiella pneumonia; Population; Internal medicine; Antibiotics; MEDLINE; Intensive care medicine; Systematic review; Infection control; Emergency medicine; Pediatrics; Pseudomonas aeruginosa; Microbiology; Environmental health","score_opus":0.004472137678647204,"score_gpt":0.21689618433844596,"score_spread":0.21242404665979875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295836865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695777,0.028876778,0.000046743862,0.000039021492,0.00021692351,0.0010423135,0.00013529773,0.000021649765,0.000043531174],"genre_scores_gemma":[0.9718767,0.027211139,0.00001262386,0.00018882856,0.0000030937674,0.000054532888,0.00003713438,0.000015054609,0.0006009103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897474,0.00019908042,0.00040525506,0.00022197058,0.00003470202,0.00016424457],"domain_scores_gemma":[0.99934304,0.00011931389,0.0003023066,0.00017876827,0.000045871213,0.000010676124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002531316,0.00014570341,0.00044528022,0.00007685108,0.00016740472,0.0000048831976,0.00009759273,0.000068010755,0.00021029913],"category_scores_gemma":[0.000063260086,0.00011858381,0.00011995127,0.00013121509,0.00007989804,0.000030158608,0.000031552117,0.00013164908,0.0000022228578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036814154,0.0011392579,0.6742875,0.2006876,0.0004497434,7.309725e-7,0.0025581296,0.000009369634,0.11832064,0.00018228189,0.0016522661,0.0003443276],"study_design_scores_gemma":[0.016466944,0.002999606,0.7425067,0.047881406,0.0015124733,0.000032698692,0.0012096358,0.000017968061,0.1708283,0.00032019755,0.014501085,0.001723024],"about_ca_topic_score_codex":0.0001743917,"about_ca_topic_score_gemma":0.00002103848,"teacher_disagreement_score":0.1528062,"about_ca_system_score_codex":0.000048184906,"about_ca_system_score_gemma":0.00001786627,"threshold_uncertainty_score":0.48357075},"labels":[],"label_agreement":null},{"id":"W4295936299","doi":"10.2139/ssrn.4216700","title":"Comparative Meta-Analysis of Antimicrobial Resistance in Italy and Thailand: One Health Approach","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Centre","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Declaration; Cephalosporin; Antibiotics; Tetracycline; Environmental health; Biotechnology; Medicine; Biology; Microbiology; Political science","score_opus":0.03418858092636866,"score_gpt":0.27163834670681053,"score_spread":0.23744976578044186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295936299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.755046,0.23830794,0.0024515935,0.0022105365,0.000107348766,0.00033520474,0.00013559702,0.000017090064,0.0013886907],"genre_scores_gemma":[0.9943867,0.0022160225,0.00014922276,0.0001271946,0.000006918302,0.0000036670888,0.00004812069,0.000007568174,0.0030546053],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9975981,0.00058925425,0.00046149976,0.0002553915,0.000074410615,0.0010213607],"domain_scores_gemma":[0.9993331,0.00006405822,0.00039178142,0.00015897592,0.000033579094,0.000018515162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017798775,0.00013992151,0.0011150066,0.0003553342,0.00033431072,0.000008020873,0.00021959939,0.00005472883,0.00012517854],"category_scores_gemma":[0.0000072178213,0.000115771596,0.0003345308,0.0006177448,0.00014648626,0.000054471908,0.000070975,0.0014407871,0.0000020484565],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00336594,0.0036172043,0.010777165,0.00019513797,0.61141115,0.000014892345,0.01664585,0.0019214279,0.04461159,0.30396146,0.0030838004,0.00039439023],"study_design_scores_gemma":[0.03870295,0.009494981,0.14027403,0.0001823117,0.47422814,0.0033368233,0.19074224,0.00036163325,0.01902184,0.09037116,0.02700278,0.0062810904],"about_ca_topic_score_codex":0.0002463208,"about_ca_topic_score_gemma":0.0049545006,"teacher_disagreement_score":0.23934068,"about_ca_system_score_codex":0.0002582187,"about_ca_system_score_gemma":0.00074822333,"threshold_uncertainty_score":0.6259583},"labels":[],"label_agreement":null},{"id":"W4296222349","doi":"10.1016/j.jhin.2022.09.008","title":"Utility of healthcare-worker-targeted antimicrobial stewardship interventions in hospitals of low- and lower-middle-income countries: a scoping review of systematic reviews","year":2022,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"NIHR Maudsley Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Psychological intervention; Medicine; Antimicrobial stewardship; Audit; Health care; Systematic review; Family medicine; Intervention (counseling); Evidence-based practice; Low and middle income countries; Clinical audit; MEDLINE; Nursing; Developing country; Alternative medicine; Antibiotics; Business; Accounting; Antibiotic resistance","score_opus":0.05344395273680239,"score_gpt":0.3521975771551858,"score_spread":0.2987536244183834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296222349","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005911336,0.9887955,0.0000514716,0.00003235019,0.0019095648,0.003192087,0.000083776715,0.000006205456,0.000017660139],"genre_scores_gemma":[0.015598871,0.9842203,0.000040572413,0.0000126308605,0.000028360317,0.000021483951,0.000027007005,0.000023769364,0.000026970649],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9918325,0.0019405779,0.005584309,0.0002597417,0.00013912044,0.00024375421],"domain_scores_gemma":[0.9893868,0.000514055,0.009309354,0.0003841338,0.0003712575,0.000034425888],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003713346,0.00036959437,0.005634863,0.00050071796,0.000071520015,0.000008574004,0.00028100953,0.00036496663,0.00019820035],"category_scores_gemma":[0.001418335,0.00027624954,0.0016612731,0.000621131,0.0002639435,0.00017971275,0.00013076175,0.00079261017,0.000004419494],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034320692,0.000375075,0.0007508427,0.9956865,0.0004236268,0.000007038763,0.000099972225,1.4104656e-7,0.0000053343056,0.00002994292,0.0000641192,0.0025230893],"study_design_scores_gemma":[0.0003946206,0.0014099905,0.00030054135,0.9935616,0.0011503504,0.00012450217,0.000033031083,9.769843e-8,0.000057818906,0.000008800652,0.0027653172,0.00019327953],"about_ca_topic_score_codex":0.00011062525,"about_ca_topic_score_gemma":0.000056301527,"teacher_disagreement_score":0.0096875345,"about_ca_system_score_codex":0.00012590399,"about_ca_system_score_gemma":0.00047896456,"threshold_uncertainty_score":0.99996895},"labels":[],"label_agreement":null},{"id":"W4297374377","doi":"10.9778/cmajo.20210257","title":"Chronic diseases and compliance with provincial guidelines for outpatient antibiotic prescription in cases of otitis media and respiratory infections: a population-based study of linked data in Quebec, Canada, 2010–2017","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université Laval; Institut National de Santé Publique du Québec; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Chronic bronchitis; Medical prescription; Population; Otitis; Sinusitis; Pharyngitis; Bronchitis; Internal medicine; Asthma; Amoxicillin; Antibiotics; Intensive care medicine; Pediatrics; Surgery; Environmental health","score_opus":0.08283395973953922,"score_gpt":0.3235941959512677,"score_spread":0.24076023621172848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297374377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99382776,0.0037730362,0.000013208069,0.00010325971,0.00019658003,0.0014517361,0.0006287032,0.0000032787189,0.0000024617204],"genre_scores_gemma":[0.9994841,0.00001476674,0.000029332998,0.0000393103,0.0000123033005,0.000029105,0.0003109131,0.0000065572613,0.00007361019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991202,0.00014522295,0.00032980807,0.00025391756,0.000044760356,0.00010608655],"domain_scores_gemma":[0.9992976,0.00014696032,0.00019266769,0.0002749212,0.00007564071,0.000012203408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001677867,0.0000830177,0.00025927345,0.00008030071,0.00011856547,0.00000881745,0.00020194554,0.00003375497,0.000012285045],"category_scores_gemma":[0.0002402777,0.000071773495,0.0000068480126,0.00009563891,0.00007172508,0.00011055894,0.00022119663,0.00007900726,6.807817e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034851953,0.0003808083,0.9961033,0.00018217816,0.000029017303,0.000008231948,0.00023992275,0.0002280941,0.0005265733,0.000013833808,0.0011408852,0.0007986463],"study_design_scores_gemma":[0.0027213849,0.0006759772,0.99466336,0.0002280854,0.00003887275,0.0000015380157,0.0010223944,0.0000986742,0.000079366255,0.0000051176867,0.00037626366,0.000088952926],"about_ca_topic_score_codex":0.90213174,"about_ca_topic_score_gemma":0.9961861,"teacher_disagreement_score":0.09405438,"about_ca_system_score_codex":0.0000961853,"about_ca_system_score_gemma":0.00065628375,"threshold_uncertainty_score":0.2926838},"labels":[],"label_agreement":null},{"id":"W4297374380","doi":"10.9778/cmajo.20210258","title":"Chronic diseases and variations in rates of antimicrobial use in the community: a population-based analysis of linked administrative data in Quebec, Canada, 2002–2017","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université Laval; Institut National de Santé Publique du Québec; Hôtel-Dieu de Québec; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Poisson regression; Medical prescription; Antimicrobial; Population; Public health; Demography; Environmental health; Pediatrics; Pathology","score_opus":0.06198842308129877,"score_gpt":0.32402615701980525,"score_spread":0.2620377339385065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297374380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969504,0.0004996928,0.000008746264,0.00046043622,0.000032935306,0.00034097803,0.0016740942,0.0000011409702,0.0000315747],"genre_scores_gemma":[0.9973196,0.000017384184,0.000018280041,0.000097835415,0.0000019368047,0.000008410528,0.0023420118,0.000002918664,0.000191639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985289,0.00091163605,0.00029087972,0.00013427826,0.00002977365,0.00010454404],"domain_scores_gemma":[0.99873644,0.00058628194,0.00016007054,0.0004932953,0.000017704568,0.0000062350655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034962426,0.00006749563,0.00029231232,0.00015917465,0.0001453968,0.00001626189,0.0006596497,0.000037636884,0.00014815175],"category_scores_gemma":[0.00012092136,0.000055468132,0.000018804305,0.0005591194,0.00009247242,0.00010764864,0.0002949369,0.00022192382,2.170128e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013593839,0.00029803385,0.99464303,0.000026524529,0.0001970021,0.000007810081,0.0010039908,0.0007924774,0.0016898209,0.00017794421,0.0009649119,0.0000625015],"study_design_scores_gemma":[0.0007803071,0.00002643849,0.9969264,0.000039104056,0.00012616972,4.2665997e-7,0.0013782236,0.00026944737,0.00011869797,0.0000070083806,0.0002660286,0.00006170129],"about_ca_topic_score_codex":0.9781633,"about_ca_topic_score_gemma":0.9988365,"teacher_disagreement_score":0.020673215,"about_ca_system_score_codex":0.00008280769,"about_ca_system_score_gemma":0.0008043196,"threshold_uncertainty_score":0.22619249},"labels":[],"label_agreement":null},{"id":"W4297964916","doi":"10.1093/jac/dkac317","title":"Feedback of Antibiotic Prescribing in Primary Care (FAPPC) trial: results of a real-world cluster randomized controlled trial in Scotland, UK","year":2022,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Scottish Government","keywords":"Medicine; Medical prescription; Randomized controlled trial; Quarter (Canadian coin); Benchmarking; Adverse effect; Pediatrics; Cluster randomised controlled trial; Intervention (counseling); Cluster (spacecraft); Emergency medicine; Family medicine; Internal medicine; Nursing","score_opus":0.009303410134505143,"score_gpt":0.2417957888302557,"score_spread":0.23249237869575057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297964916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915105,0.0017820226,0.000016279098,0.00048846746,0.0014766435,0.0030868945,0.000046210855,0.00000687446,0.0015861071],"genre_scores_gemma":[0.9969306,0.0015654326,0.00021756827,0.00025581403,0.000105333726,0.0000048981433,0.000033436827,0.000031435164,0.00085548084],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99480706,0.0014409308,0.002953886,0.00027376565,0.00016229779,0.0003620844],"domain_scores_gemma":[0.9961798,0.00080221903,0.0025358961,0.0002776448,0.00017985774,0.000024557527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030863546,0.00027750182,0.0032073793,0.0007852746,0.00007565376,0.000012194573,0.00044140982,0.000206752,0.00011114505],"category_scores_gemma":[0.00018735518,0.00020988255,0.0008657098,0.00047276934,0.00031853424,0.00008600534,0.00008229896,0.00070897467,0.0000014918186],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8094325,0.00088441925,0.00033049873,0.00012855671,0.00044439442,0.000023114053,0.0015825934,0.00022474756,0.1852602,0.00001414385,0.0015243529,0.00015045564],"study_design_scores_gemma":[0.93291146,0.001078125,0.00027322365,0.00064750604,0.00012882349,0.000028924313,0.00040222556,0.0000062859203,0.0639949,0.000013191227,0.0003319665,0.00018340019],"about_ca_topic_score_codex":0.00041116576,"about_ca_topic_score_gemma":0.00024610246,"teacher_disagreement_score":0.12347892,"about_ca_system_score_codex":0.00018046504,"about_ca_system_score_gemma":0.00048368433,"threshold_uncertainty_score":0.8558762},"labels":[],"label_agreement":null},{"id":"W4298110430","doi":"10.1186/s40545-022-00454-8","title":"Non-prescribed antibiotic use for children at community levels in low- and middle-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Medical prescription; CINAHL; Antibiotics; Meta-analysis; MEDLINE; Family medicine; Pediatrics; Internal medicine; Psychological intervention; Psychiatry","score_opus":0.22084524578192397,"score_gpt":0.44843120503163864,"score_spread":0.22758595924971467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298110430","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014753957,0.996256,0.000019076871,0.0011305526,0.00006103595,0.0017798408,0.00056266383,0.0000058229916,0.000037474227],"genre_scores_gemma":[0.0019129915,0.99486065,0.00009576467,0.002540396,0.00003143783,0.00001628873,0.00003266022,0.0000306296,0.00047921063],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99256736,0.0048024263,0.0018011511,0.00030083046,0.00012423526,0.00040396853],"domain_scores_gemma":[0.9835602,0.013730798,0.002059245,0.00038305792,0.00013696647,0.00012973705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005589597,0.0004915071,0.0060750237,0.00052829745,0.00046043628,0.00008727724,0.00036786922,0.0003411209,0.0002043893],"category_scores_gemma":[0.005345583,0.0003212114,0.0010006466,0.00056908594,0.00036811276,0.0004210151,0.00036625314,0.0018330872,0.0000061868586],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024617164,0.0002465258,0.000016557244,0.854756,0.1438045,0.000053687017,0.00030481888,3.7390146e-7,0.0000030998424,0.00020837736,0.00016496272,0.00019490594],"study_design_scores_gemma":[0.0010120443,0.00020498472,0.000058842903,0.03798955,0.82819253,0.0052245934,0.00009236437,0.0000013789387,0.0000051657325,0.00001612095,0.12680767,0.00039477443],"about_ca_topic_score_codex":0.0001644138,"about_ca_topic_score_gemma":0.000023332592,"teacher_disagreement_score":0.81676644,"about_ca_system_score_codex":0.0001430929,"about_ca_system_score_gemma":0.00022702594,"threshold_uncertainty_score":0.999924},"labels":[],"label_agreement":null},{"id":"W4298111555","doi":"10.1093/jacamr/dlac094","title":"Gaps and barriers in the implementation and functioning of antimicrobial stewardship programmes: results from an educational and behavioural mixed methods needs assessment in France, the United States, Mexico and India","year":2022,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Axdev Group (Canada)","funders":"bioMérieux","keywords":"Thematic analysis; Antimicrobial stewardship; Medicine; Family medicine; Health care; Medical education; Nursing; Qualitative research; Political science; Sociology","score_opus":0.013703427591496573,"score_gpt":0.31322958161025793,"score_spread":0.29952615401876137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298111555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939055,0.0018546407,0.00008141818,0.0026252368,0.0002671261,0.00058738294,0.00063919456,0.000011299635,0.000028196275],"genre_scores_gemma":[0.99558663,0.0005545172,0.0020210717,0.00058024016,0.000019602545,0.000032946034,0.0010493139,0.000017012877,0.00013867524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971031,0.001441527,0.00057893386,0.00044693012,0.0000889723,0.0003405345],"domain_scores_gemma":[0.99869573,0.0006376769,0.0003241809,0.00025309526,0.000052199277,0.00003710019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015264492,0.00022210999,0.00033200713,0.00026603107,0.0006191801,0.000084797866,0.0002065354,0.00011555731,0.00003272814],"category_scores_gemma":[0.000069324386,0.00016960656,0.00003117769,0.00057811005,0.00061964785,0.00015298284,0.00014586597,0.0005555308,1.8695239e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021344845,0.00044112324,0.7667044,0.00020958259,0.0002508317,0.0000145788545,0.041625615,0.00006996678,0.17513636,0.0022538784,0.0061504194,0.0050087757],"study_design_scores_gemma":[0.004145728,0.00017579529,0.94707656,0.00013765447,0.0001036451,0.000033171204,0.034007575,0.000020327927,0.006617551,0.00021431062,0.0071748095,0.00029284376],"about_ca_topic_score_codex":0.0034499846,"about_ca_topic_score_gemma":0.0026025833,"teacher_disagreement_score":0.1803722,"about_ca_system_score_codex":0.000053345815,"about_ca_system_score_gemma":0.00017709349,"threshold_uncertainty_score":0.69163543},"labels":[],"label_agreement":null},{"id":"W4300688136","doi":"","title":"Collaborative co-design and development of a smartphone application to promote veterinary antimicrobial stewardship.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Antimicrobial; Medicine; Business; Veterinary medicine; Biology; Antibiotic resistance; Microbiology; Antibiotics; Political science","score_opus":0.016388060979357747,"score_gpt":0.23002943641850124,"score_spread":0.2136413754391435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300688136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99121946,0.00047087975,0.0061706505,0.00019502704,0.00015218809,0.001535491,0.000048152622,0.00002941645,0.00017871622],"genre_scores_gemma":[0.99603343,0.0000103281955,0.0025143558,0.00009473371,0.0000065923946,0.00063924654,0.00004221498,0.000009199829,0.00064990553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921465,0.00014116449,0.00019334309,0.00021241952,0.000033548917,0.00020484788],"domain_scores_gemma":[0.9997038,0.00002907224,0.00009105639,0.000117694195,0.00003662197,0.000021729615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035483902,0.000087504006,0.00016795272,0.00006684648,0.00023502563,0.0000048155175,0.000110181485,0.00004675175,0.000026793838],"category_scores_gemma":[0.0000118000835,0.0000838609,0.000013241862,0.0001710078,0.00007260173,0.00002338829,0.000117113064,0.0000896642,0.000017760573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013623971,0.00034261492,0.0006114607,0.00008079129,0.00020701136,0.0000060211432,0.005047519,0.000035193316,0.8675598,0.00006270096,0.0052770916,0.1194074],"study_design_scores_gemma":[0.0013209644,0.0002572635,0.07383491,0.000012460225,0.000021744992,0.00004275624,0.0007691439,0.0000018333271,0.71068585,0.000014397125,0.21278663,0.0002520365],"about_ca_topic_score_codex":0.0000051432403,"about_ca_topic_score_gemma":0.000002114736,"teacher_disagreement_score":0.20750953,"about_ca_system_score_codex":0.000045912893,"about_ca_system_score_gemma":0.000085243875,"threshold_uncertainty_score":0.34197482},"labels":[],"label_agreement":null},{"id":"W4302027506","doi":"10.7196/samj.2022.v112i10.16397","title":"Improving primary care antimicrobial stewardship by implementing a peer audit and feedback intervention in Cape Town community healthcare centres","year":2022,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cermaq (Canada)","funders":"","keywords":"Medicine; Antimicrobial stewardship; Audit; Medical prescription; Multidisciplinary approach; Intervention (counseling); Family medicine; Health care; Public health; Antibiotic resistance; Antibiotics; Nursing","score_opus":0.01000767841878317,"score_gpt":0.24385844124086364,"score_spread":0.23385076282208048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302027506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98936486,0.006830415,0.0001176023,0.0023752898,0.0006033144,0.00017159537,0.00025525366,0.000026413061,0.00025527301],"genre_scores_gemma":[0.9984441,0.00007172867,0.00005052223,0.00059981406,0.0000758891,0.0000036875194,0.00025343595,0.00001725397,0.00048361134],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9969215,0.0013968698,0.0005672085,0.0002253285,0.00024932093,0.00063979585],"domain_scores_gemma":[0.9991784,0.0001057122,0.00032868845,0.00016385056,0.00009323842,0.00013010872],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018415692,0.00017256505,0.00034171977,0.00013689182,0.0013328306,0.00004532681,0.00040588327,0.00015113915,0.001081258],"category_scores_gemma":[0.00020854537,0.00015352527,0.00011621349,0.00016800918,0.00024452584,0.00006979283,0.00061276765,0.0026677882,0.000005870842],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002130094,0.0017010841,0.47770357,0.002374045,0.0006458575,0.000562486,0.14410888,0.0000066451744,0.046258762,0.00009355393,0.051970527,0.2724445],"study_design_scores_gemma":[0.023329291,0.0024617834,0.14955218,0.002352708,0.00027388835,0.0030270447,0.74193686,0.000024566505,0.0030887425,0.00014863645,0.072257504,0.0015467746],"about_ca_topic_score_codex":0.0013715448,"about_ca_topic_score_gemma":0.00068716035,"teacher_disagreement_score":0.597828,"about_ca_system_score_codex":0.00028126198,"about_ca_system_score_gemma":0.00033831224,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null},{"id":"W4303437354","doi":"10.1016/j.cmi.2022.10.004","title":"Highly versus less bioavailable oral antibiotics in the treatment of gram-negative bloodstream infections: a propensity-matched cohort analysis","year":2022,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Hotel Dieu Shaver Health and Rehabilitation Centre; Sunnybrook Health Science Centre; Sinai Health System; University of Toronto; Public Health Ontario; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Antibiotics; Bloodstream infection; Medicine; Gram; Propensity score matching; Cohort; Cohort study; Intensive care medicine; Internal medicine; Microbiology; Biology; Bacteria","score_opus":0.04522724311215865,"score_gpt":0.31190518655639105,"score_spread":0.2666779434442324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303437354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99706817,0.0009001993,0.00004456621,0.00017755311,0.001001003,0.0004980592,0.000077043835,0.000029005883,0.00020437971],"genre_scores_gemma":[0.9967894,0.0024528694,0.000026093943,0.00010149766,0.000024248067,0.00000995879,0.00025627104,0.0000071544723,0.00033252363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735034,0.0013565253,0.00060187007,0.00041843666,0.000018346784,0.0002544729],"domain_scores_gemma":[0.99855095,0.00079615036,0.00028887042,0.00028502094,0.00006311904,0.000015888518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079878734,0.00018492549,0.00070092344,0.00021393823,0.00041533328,0.000009225954,0.00011371847,0.00029865236,0.00013575479],"category_scores_gemma":[0.000107934684,0.00012557393,0.0002493059,0.00075829896,0.00081895315,0.00004754431,0.000068817935,0.00039286376,0.00002374536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006797957,0.0032996782,0.9766806,0.000014075993,0.0022914787,0.000005306927,0.00032805646,0.000050719624,0.014640688,0.00026605502,0.00034723998,0.0013963298],"study_design_scores_gemma":[0.010101314,0.014001776,0.901431,0.000028456087,0.0036914784,0.00012981452,0.0015773632,0.000027469825,0.024484318,0.00013302067,0.043903008,0.000490978],"about_ca_topic_score_codex":0.0016237692,"about_ca_topic_score_gemma":0.0023946883,"teacher_disagreement_score":0.075249575,"about_ca_system_score_codex":0.000061570805,"about_ca_system_score_gemma":0.000058746056,"threshold_uncertainty_score":0.5120756},"labels":[],"label_agreement":null},{"id":"W4303579138","doi":"10.3390/antibiotics11101342","title":"Crossover-Use of Human Antibiotics in Livestock in Agricultural Communities: A Qualitative Cross-Country Comparison between Uganda, Tanzania and India","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Engineering and Physical Sciences Research Council; Medical Research Council; UK Research and Innovation","keywords":"Livestock; Tanzania; Antibiotics; Antibiotic resistance; Agriculture; Amoxicillin; Thematic analysis; Environmental health; Developing country; Focus group; Medicine; Biotechnology; Tetracycline antibiotics; Veterinary medicine; Business; Tetracycline; Geography; Qualitative research; Environmental planning; Biology; Marketing; Ecology","score_opus":0.037709475755378606,"score_gpt":0.3347464210206616,"score_spread":0.297036945265283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303579138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99735904,0.0011972605,0.000012712914,0.000035092948,0.00020671995,0.000341827,0.0005324926,0.000028883851,0.0002859952],"genre_scores_gemma":[0.9984642,0.00010037254,0.00013720812,0.000074593576,0.000017031816,2.0502695e-7,0.00046686464,0.00002494579,0.0007145337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99755615,0.00063467375,0.00087399187,0.0003095185,0.000117872514,0.0005078104],"domain_scores_gemma":[0.9984931,0.00064423325,0.0004071246,0.00034172533,0.000082629056,0.000031222004],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005297229,0.00029071685,0.0007808165,0.0002595758,0.0004901375,0.000059212336,0.00036590433,0.00029342287,0.00006880136],"category_scores_gemma":[0.00006767476,0.00027117904,0.00007350316,0.00054147386,0.0010334385,0.00020582063,0.0004359659,0.0010033889,0.000009300953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012822905,0.00047620968,0.93486494,0.00014536774,0.00011375035,0.000014657389,0.03181253,0.000077795805,0.029278068,0.0026950254,0.0003497742,0.000043645938],"study_design_scores_gemma":[0.0021884071,0.0005249227,0.9339892,0.00021547894,0.000042343894,0.000014974819,0.045288358,0.000010212866,0.01676712,0.00013216896,0.0004627699,0.00036402233],"about_ca_topic_score_codex":0.0025780175,"about_ca_topic_score_gemma":0.0015629531,"teacher_disagreement_score":0.01347583,"about_ca_system_score_codex":0.000097107215,"about_ca_system_score_gemma":0.00006811918,"threshold_uncertainty_score":0.999974},"labels":[],"label_agreement":null},{"id":"W4306682304","doi":"10.1111/tid.13905","title":"Auditing tools for antimicrobial prescribing in solid organ transplant recipients: The why, the how, and an assessment of current options","year":2022,"lang":"en","type":"review","venue":"Transplant Infectious Disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Medicine; Benchmarking; Audit; Intensive care medicine; Infection control; Antibiotic resistance; Business; Accounting","score_opus":0.0586368735847692,"score_gpt":0.3520668279744592,"score_spread":0.29342995438969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306682304","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007473863,0.9804557,0.0018272754,0.00012533495,0.001233774,0.0028455367,0.0059300982,0.00006093362,0.000047463353],"genre_scores_gemma":[0.11389173,0.8837245,0.000007876461,0.0000448606,0.0000714684,0.00022587288,0.001960935,0.000040876068,0.00003188017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975831,0.00080283993,0.00060701533,0.0004948802,0.00007519356,0.00043700874],"domain_scores_gemma":[0.998251,0.0008759825,0.0003684309,0.00041920308,0.000034288812,0.000051062427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005616596,0.00040527893,0.0008940537,0.00014737515,0.0007062304,0.00007395538,0.00041798243,0.00016924432,0.000098075],"category_scores_gemma":[0.000040597875,0.00024148483,0.000388574,0.00021880321,0.00028035635,0.00014794928,0.000042693755,0.0007692916,0.0000017323683],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008367787,0.0053074067,0.007172897,0.069351785,0.0036144417,0.00012880181,0.005314502,0.0002462751,0.0014732218,0.009110283,0.001958306,0.8954853],"study_design_scores_gemma":[0.0027767927,0.0004295382,0.0025279261,0.025091702,0.0075078434,0.00028577293,0.00024354996,0.000042802116,0.00006937112,0.00009741178,0.95981354,0.0011137446],"about_ca_topic_score_codex":0.00004434854,"about_ca_topic_score_gemma":0.00019093645,"teacher_disagreement_score":0.9578552,"about_ca_system_score_codex":0.00008181059,"about_ca_system_score_gemma":0.00038640253,"threshold_uncertainty_score":0.9847465},"labels":[],"label_agreement":null},{"id":"W4306759145","doi":"10.3389/fpubh.2022.946077","title":"Effect of the COVID-19 pandemic on antibiotic consumption: A systematic review comparing 2019 and 2020 data","year":2022,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Tsukuba; Japan Agency for Medical Research and Development","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Consumption (sociology); Coronavirus; Medicine; Environmental health; Disease; Infectious disease (medical specialty); Virology; Outbreak; Internal medicine","score_opus":0.13738099374324755,"score_gpt":0.3841855507167805,"score_spread":0.24680455697353296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306759145","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013509762,0.9935252,0.0000683806,0.00053844723,0.0014670157,0.0039238296,0.0003749544,0.000033480937,0.00005515022],"genre_scores_gemma":[0.00019684003,0.9975076,0.00001624868,0.0009696162,0.00001826634,0.000024913385,0.00093099225,0.000028288214,0.0003072582],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896039,0.0077127255,0.0013970044,0.0006780038,0.00011979801,0.0004885836],"domain_scores_gemma":[0.9955663,0.0013042791,0.0013902732,0.001628947,0.000010756334,0.00009943794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071622496,0.00039246524,0.004518542,0.00020710629,0.00029671364,0.000017318725,0.0014079988,0.00030212666,0.0000693349],"category_scores_gemma":[0.0016453494,0.00023226925,0.00021324304,0.0005071184,0.00035522718,0.00005954147,0.00062635605,0.0011407287,0.000027739241],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071512877,0.000034983674,0.0054315445,0.89786315,0.00036249755,0.0000028568354,0.000035736895,4.6072223e-8,2.2439997e-8,0.000041077034,0.06920226,0.02701866],"study_design_scores_gemma":[0.00041569307,0.00014450857,0.00003676384,0.2509749,0.0006783391,0.00017031435,0.000020417614,0.0000011975983,2.9475553e-8,0.0000016261336,0.74737626,0.00017994645],"about_ca_topic_score_codex":0.00006346086,"about_ca_topic_score_gemma":0.000017152608,"teacher_disagreement_score":0.678174,"about_ca_system_score_codex":0.0005012735,"about_ca_system_score_gemma":0.0013960561,"threshold_uncertainty_score":0.9471665},"labels":[],"label_agreement":null},{"id":"W4306974379","doi":"10.2174/1574886318666221020112722","title":"Evaluation of the Factors Associated with Prescribed and Non-PrescribedMedicine: A Population-Based Study","year":2022,"lang":"en","type":"article","venue":"Current Drug Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Vice-Chancellor for Research, Shiraz University of Medical Sciences","keywords":"Medicine; Population; Family medicine; Intensive care medicine; Environmental health","score_opus":0.027739488420734003,"score_gpt":0.2733349714598218,"score_spread":0.24559548303908776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306974379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964723,0.0017131786,0.000022095262,0.00011316974,0.0006595717,0.0008527001,0.00009025728,0.00001692856,0.00005980422],"genre_scores_gemma":[0.99966407,0.0000029953871,7.28292e-7,0.000011432298,0.000005764691,0.000017203047,0.00017899423,0.000008122083,0.00011068996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833935,0.00085410767,0.00023163558,0.00019943694,0.00023618469,0.00013928414],"domain_scores_gemma":[0.9992578,0.00015118573,0.00020797498,0.00023662664,0.00013517549,0.000011240409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009921588,0.000112862734,0.00019316164,0.00004539097,0.00041140013,0.0000032147614,0.00016046978,0.000028317381,0.00019137989],"category_scores_gemma":[0.00017325713,0.00006761786,0.000041559862,0.00019869486,0.000077934725,0.00002727092,0.00008717738,0.00024181105,7.1329293e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011143867,0.0005940751,0.99466974,0.0000151698305,0.00017453103,1.4320867e-7,0.0020375932,0.00036770382,0.00070047664,0.0000137920315,0.00040139502,0.0009139719],"study_design_scores_gemma":[0.0028900045,0.000110548935,0.99367183,0.00007698683,0.00042158365,2.2723518e-7,0.0017869482,0.00022294126,0.00047678148,0.000021908016,0.0002303433,0.0000898744],"about_ca_topic_score_codex":0.0001863546,"about_ca_topic_score_gemma":0.000272106,"teacher_disagreement_score":0.0031917754,"about_ca_system_score_codex":0.00010179937,"about_ca_system_score_gemma":0.00015361006,"threshold_uncertainty_score":0.3164199},"labels":[],"label_agreement":null},{"id":"W4307381093","doi":"10.21203/rs.3.rs-1854889/v1","title":"Computer aided drug design to generate a new antibiotic family","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Krembil Foundation; University of Toronto","funders":"","keywords":"Drug; Antibiotics; Computer science; Medicine; Intensive care medicine; Pharmacology; Microbiology; Biology","score_opus":0.08456598724001622,"score_gpt":0.36036629206028936,"score_spread":0.2758003048202731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307381093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7965416,0.063604854,0.10288792,0.008892398,0.010339757,0.0100872405,0.00072637433,0.00089399994,0.006025875],"genre_scores_gemma":[0.8885471,0.0019863732,0.008945785,0.00088807696,0.00079767837,0.000056592726,0.0006875054,0.00016092503,0.09792996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994442,0.0023157026,0.00046669433,0.0012204063,0.0003193524,0.0012358484],"domain_scores_gemma":[0.99774,0.00047638128,0.000111265595,0.0012140926,0.00028549522,0.00017277073],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018374154,0.00041822976,0.00067516736,0.0006296163,0.0007260741,0.00013925401,0.0012954954,0.000518965,0.0016427118],"category_scores_gemma":[0.000120368364,0.00037638296,0.00024555775,0.000581754,0.00024378057,0.000043011787,0.0033311408,0.0029329343,0.0029511675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069904,0.00038127016,0.0008006873,0.0006568872,0.00061147346,0.0003296691,0.0023933372,0.0046579516,0.0733558,0.0006843685,0.9044788,0.010950701],"study_design_scores_gemma":[0.0070082876,0.0038819814,0.052652955,0.006481322,0.0002798936,0.00011930164,0.0051896344,0.0010248927,0.18390761,0.0036218434,0.73122865,0.0046036234],"about_ca_topic_score_codex":0.0014289627,"about_ca_topic_score_gemma":0.000051400722,"teacher_disagreement_score":0.17325017,"about_ca_system_score_codex":0.00028833983,"about_ca_system_score_gemma":0.0013866854,"threshold_uncertainty_score":0.9998688},"labels":[],"label_agreement":null},{"id":"W4307794300","doi":"10.1136/bmjopen-2022-066681","title":"Physician-reported barriers to using evidence-based antibiotic prescription guidelines in primary care: protocol for a systematic review and synthesis of qualitative studies using the Theoretical Domains Framework","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; CINAHL; Medical prescription; MEDLINE; PsycINFO; Protocol (science); Psychological intervention; Cochrane Library; Systematic review; Family medicine; Health care; Alternative medicine; Intensive care medicine; Nursing","score_opus":0.3587815547371456,"score_gpt":0.5489651160907894,"score_spread":0.19018356135364373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307794300","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000056938434,0.6579609,0.0003574894,0.00009790878,0.00006232696,0.3414252,0.00006776732,0.000007194997,0.00001555282],"genre_scores_gemma":[0.000032194086,0.6922428,0.0055376855,0.0011791245,0.000037152222,0.30081472,0.00002849093,0.000079448175,0.000048396487],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99255425,0.0044676624,0.002004527,0.00054998323,0.0001272257,0.0002963611],"domain_scores_gemma":[0.99269795,0.004530598,0.0016957046,0.0007577254,0.00028720335,0.000030824165],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005189038,0.00042198802,0.0038448677,0.00012929509,0.00033791797,0.00003796048,0.0006904648,0.00024504226,0.000027422875],"category_scores_gemma":[0.014532303,0.00024028415,0.00034427166,0.00048820677,0.0005269095,0.00010435129,0.00050770113,0.00030227727,0.0000015631495],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019339578,0.00004193917,0.0000019201857,0.9940324,0.0010193017,0.00000541809,0.0015208151,0.0000046345212,0.000036359084,0.00085423625,0.00014933347,0.0021402894],"study_design_scores_gemma":[0.00028900473,0.00013397963,4.742318e-7,0.9839536,0.0053987335,0.000021567897,0.0056720856,0.000005687355,0.000046529498,0.00012932638,0.0040154816,0.00033354267],"about_ca_topic_score_codex":0.0000582597,"about_ca_topic_score_gemma":0.000007754041,"teacher_disagreement_score":0.040610477,"about_ca_system_score_codex":0.00031170528,"about_ca_system_score_gemma":0.0012901207,"threshold_uncertainty_score":0.9937687},"labels":[],"label_agreement":null},{"id":"W4307838324","doi":"10.1016/s1473-3099(22)00683-1","title":"The WHO AWaRe Antibiotic Book: providing guidance on optimal use and informing policy","year":2022,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Institute of Infection and Immunity","funders":"World Health Organization","keywords":"Medicine; Antimicrobial stewardship; Antibiotics; Antibiotic Stewardship; Stewardship (theology); Health care; Work (physics); Resource (disambiguation); Business; Political science; Computer science; Antibiotic resistance; Law; Engineering; Biology; Politics","score_opus":0.013763834889022428,"score_gpt":0.24938370823517703,"score_spread":0.23561987334615458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307838324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98314357,0.011842634,0.000029817167,0.0023638143,0.00042814098,0.00039372532,0.00014313527,0.00020798465,0.0014472106],"genre_scores_gemma":[0.9929891,0.0013085908,0.000001785805,0.0024769697,0.00017196745,0.000015228121,0.000015465876,0.000016632612,0.003004255],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894506,0.00021613915,0.00016758204,0.00020061503,0.000059054495,0.000411565],"domain_scores_gemma":[0.99897313,0.00046393534,0.00012344481,0.00038744396,0.000028264265,0.000023763198],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00018995738,0.00015571727,0.0002184217,0.00005225801,0.0024360032,0.00009720636,0.0002734032,0.000042618896,0.000034466044],"category_scores_gemma":[0.0002280918,0.00009018102,0.00006802097,0.00016621973,0.00033339884,0.00013099662,0.0002543633,0.00031198008,0.000030480542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002855421,0.00080534955,0.62256354,0.0004392978,0.0015674455,0.0001212092,0.0036127435,0.0035539006,0.008232886,0.11674097,0.21075948,0.028747726],"study_design_scores_gemma":[0.0033723002,0.0010578132,0.2294879,0.00031329377,0.0002480142,0.00042677505,0.0017651545,0.00018670376,0.0042692428,0.00072777795,0.75737876,0.00076629774],"about_ca_topic_score_codex":0.00018086635,"about_ca_topic_score_gemma":0.000029417017,"teacher_disagreement_score":0.54661924,"about_ca_system_score_codex":0.00006692878,"about_ca_system_score_gemma":0.000101433085,"threshold_uncertainty_score":0.9988627},"labels":[],"label_agreement":null},{"id":"W4307994147","doi":"10.3389/fpubh.2022.1041695","title":"Prevalence of self-medication during COVID-19 pandemic: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Observational study; Pandemic; Population; Coronavirus disease 2019 (COVID-19); MEDLINE; Pooled variance; Random effects model; Self-medication; Demography; Internal medicine; Family medicine; Environmental health; Disease","score_opus":0.10464729505803821,"score_gpt":0.3603212055364128,"score_spread":0.25567391047837457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307994147","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.507206e-7,0.99552876,0.00069843046,0.00071763183,0.00017652757,0.0025305077,0.0002653751,0.000053438485,0.000028552115],"genre_scores_gemma":[0.000030145959,0.99659485,0.00023497434,0.00077457883,0.000004485647,0.00033328068,0.00022914703,0.000020698059,0.0017778579],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.993158,0.0037221762,0.0019152466,0.00062640745,0.0001231302,0.00045504209],"domain_scores_gemma":[0.9967276,0.0003151285,0.0020141609,0.0007821255,0.00003134859,0.00012967372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004676273,0.00034543636,0.0074253986,0.0007846896,0.0002194703,0.000009665051,0.0005833921,0.00031145927,0.00071205385],"category_scores_gemma":[0.0007760507,0.0002426088,0.0009528546,0.0012547774,0.00016425739,0.00007207408,0.00015284025,0.00062182965,0.000006040516],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.3471616e-7,0.000064063766,0.00021786752,0.9410272,0.0561005,0.0000017709659,0.00023257364,5.8613253e-8,9.345194e-9,0.00004538793,0.0013234499,0.0009862824],"study_design_scores_gemma":[0.00016241531,0.000035010526,0.00002488932,0.012464096,0.41319948,0.00007614827,0.00014856347,5.00439e-7,1.3218285e-8,0.000009609684,0.57362825,0.00025106082],"about_ca_topic_score_codex":0.000076136406,"about_ca_topic_score_gemma":0.000012701083,"teacher_disagreement_score":0.9285631,"about_ca_system_score_codex":0.0006398046,"about_ca_system_score_gemma":0.001951582,"threshold_uncertainty_score":0.98933},"labels":[],"label_agreement":null},{"id":"W4308335446","doi":"10.2174/092986733001221104121552","title":"Current Approaches to Overcome Antimicrobial Resistance","year":2022,"lang":"en","type":"editorial","venue":"Current Medicinal Chemistry","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Antimicrobial; Current (fluid); Antibiotic resistance; Medicine; Computer science; Microbiology; Biology; Antibiotics; Engineering","score_opus":0.038779994342814754,"score_gpt":0.27034894194203213,"score_spread":0.23156894759921737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308335446","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002045562,0.11536067,0.00008102581,0.00033004303,0.8779662,0.0004212674,0.0014045376,0.00015751093,0.0022331434],"genre_scores_gemma":[0.010123175,0.008201217,0.00005242321,0.00007558568,0.93023336,0.00014943941,0.015538986,0.00022498335,0.03540082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963191,0.0001503652,0.00078501645,0.0013568591,0.00045051466,0.00093810644],"domain_scores_gemma":[0.99795026,0.00037336626,0.0004537162,0.000948598,0.000120660065,0.00015341307],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004975385,0.00076897524,0.0010759817,0.0001153236,0.0004483019,0.000035112065,0.0013080937,0.0009126969,0.0025496418],"category_scores_gemma":[0.00059662614,0.00071654044,0.00033423558,0.00034354886,0.00042276832,0.000051308925,0.0006112244,0.0041722977,0.00040626977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039764636,0.0003689758,0.000034551893,0.0035794615,0.00015424365,0.000022735207,0.00027690703,0.0000012525578,0.007967574,0.000016290396,0.9848891,0.002291243],"study_design_scores_gemma":[0.0011110523,0.000045646902,0.00002104287,0.0021017457,0.00024938042,0.000011252257,0.00010700401,1.919539e-7,0.008614359,0.000021156913,0.9869639,0.0007532268],"about_ca_topic_score_codex":0.000013358994,"about_ca_topic_score_gemma":0.000008598227,"teacher_disagreement_score":0.10715945,"about_ca_system_score_codex":0.00044148017,"about_ca_system_score_gemma":0.0009064837,"threshold_uncertainty_score":0.9995286},"labels":[],"label_agreement":null},{"id":"W4308500179","doi":"10.1002/jppr.1841","title":"Who is asking? Requests for antimicrobial prescribing advice received by hospital pharmacists","year":2022,"lang":"en","type":"article","venue":"Journal of Pharmacy Practice and Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kensington Health","funders":"University of New South Wales","keywords":"Medicine; Pharmacist; Antimicrobial stewardship; Audit; Pharmacy; Family medicine; Health care; Nursing; Health professionals; Clinical pharmacy; Antibiotic resistance","score_opus":0.04388197944537143,"score_gpt":0.40171526665391993,"score_spread":0.3578332872085485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308500179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9235644,0.035033893,0.00021157342,0.035720177,0.002427262,0.00094706734,0.00024212268,0.000034324396,0.0018192112],"genre_scores_gemma":[0.9853174,0.0048770965,0.00038268554,0.0015801885,0.00027249556,0.00001015912,0.000019109011,0.000033056178,0.0075078],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727625,0.001092219,0.00051992486,0.00029577696,0.00026356938,0.0005522407],"domain_scores_gemma":[0.9972578,0.0012279182,0.00051250734,0.00014724262,0.0007775593,0.00007695111],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037958436,0.0001569514,0.000317342,0.00023891898,0.0014234731,0.00010970035,0.00045234172,0.0000727328,0.00045531086],"category_scores_gemma":[0.0006359384,0.00013476302,0.00012250445,0.00027441763,0.00029519445,0.0006958739,0.00026691478,0.0018006619,0.000018775638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033520907,0.00053371355,0.0004232036,0.00009243073,0.0003170363,0.00010392569,0.0020180137,0.0000025160573,0.41777688,0.000023612161,0.57259446,0.0027621244],"study_design_scores_gemma":[0.005716998,0.0007737539,0.000031188778,0.00006186206,0.00014722317,0.001160009,0.001633675,0.000033639823,0.15804529,0.000058736285,0.83216196,0.00017566819],"about_ca_topic_score_codex":0.00006297203,"about_ca_topic_score_gemma":5.4416245e-7,"teacher_disagreement_score":0.25973162,"about_ca_system_score_codex":0.000095505035,"about_ca_system_score_gemma":0.00036014913,"threshold_uncertainty_score":0.99987656},"labels":[],"label_agreement":null},{"id":"W4309284766","doi":"10.2807/1560-7917.es.2022.27.46.2200082","title":"A step forward in antibiotic use and resistance monitoring: a quarterly surveillance system pilot in 11 European Union/European Economic Area countries, September 2017 to May 2020","year":2022,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"European union; Quarter (Canadian coin); Incidence (geometry); Antibiotic resistance; Medicine; Homogeneous; Geography; Business; Antibiotics; Biology; International trade","score_opus":0.015715407883621586,"score_gpt":0.22092221652103167,"score_spread":0.2052068086374101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309284766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892263,0.0028596846,0.00009572055,0.00043422863,0.0015858421,0.00061398285,0.0004242777,0.00015376789,0.004606208],"genre_scores_gemma":[0.9920953,0.0001801037,0.00007758294,0.000112584436,0.00007974306,0.00000897831,0.0000573445,0.00008670838,0.0073016556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99374694,0.0035351142,0.0008145433,0.0010224745,0.0001079695,0.0007729572],"domain_scores_gemma":[0.99848104,0.0003068883,0.00031212292,0.00076319056,0.000049444418,0.00008731519],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002551041,0.00041935893,0.00067324087,0.00023324798,0.0003630082,0.000113890135,0.0005765674,0.00006409204,0.000041668205],"category_scores_gemma":[0.00006315362,0.0004440259,0.00007005669,0.0003781746,0.00017112754,0.0001725462,0.00028154146,0.0004962781,0.0004290834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055944454,0.00012584928,0.976837,0.00018170336,0.00004705165,0.0007942985,0.00082838896,0.00020953939,0.0043211845,0.00022192644,0.01570482,0.00016884133],"study_design_scores_gemma":[0.002007959,0.0003746735,0.8802354,0.0002411528,0.0000057694156,0.00012215761,0.00071067706,0.000015413669,0.000097280616,0.0000021951507,0.115662225,0.0005251111],"about_ca_topic_score_codex":0.00046823572,"about_ca_topic_score_gemma":0.006657042,"teacher_disagreement_score":0.0999574,"about_ca_system_score_codex":0.00034262572,"about_ca_system_score_gemma":0.000078240315,"threshold_uncertainty_score":0.99980116},"labels":[],"label_agreement":null},{"id":"W4309478758","doi":"10.1016/j.lana.2022.100393","title":"Canada has an opportunity to address antimicrobial resistance through COVID-19 recovery spending","year":2022,"lang":"en","type":"review","venue":"The Lancet Regional Health - Americas","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Guelph; York University; University Health Network; University of New Brunswick; University of Calgary; Sinai Health System","funders":"Public Health Agency of Canada","keywords":"Antimicrobial stewardship; Antibiotic resistance; Business; Action plan; Corporate governance; Psychological intervention; Scope (computer science); Economic growth; Development economics; Medicine; Finance; Antibiotics; Economics","score_opus":0.31534733029208856,"score_gpt":0.41696233696540597,"score_spread":0.10161500667331741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309478758","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022756189,0.9646672,0.00009866247,0.028680606,0.0016765785,0.0013181071,0.0020522678,0.000108924054,0.0013748709],"genre_scores_gemma":[0.00004512054,0.9280549,0.00021765953,0.0621453,0.000530122,0.00006594197,0.0019790097,0.000079843856,0.0068820645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994205,0.0023313016,0.0009973975,0.0009782991,0.00021759562,0.0012704057],"domain_scores_gemma":[0.9957119,0.0012301104,0.0012215776,0.0013890257,0.00003595065,0.00041140956],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010803837,0.0006390394,0.0028192191,0.00011209169,0.0022388292,0.000048942944,0.0016659927,0.00026521663,0.0016347995],"category_scores_gemma":[0.00036928017,0.00046353712,0.00032971238,0.0006910878,0.0006537025,0.00009686465,0.0003532429,0.0015904575,0.000107178086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032920766,0.00008915172,0.0000032851146,0.0058035585,0.0002774066,0.000116841504,0.00037763055,0.000008146349,0.0000017962066,0.0009451634,0.93899655,0.053051285],"study_design_scores_gemma":[0.0003157132,0.00015500282,0.000008567666,0.0024745523,0.00013017662,0.00040158612,0.00028351808,6.840388e-8,9.5026496e-7,0.00005846584,0.9956481,0.0005233063],"about_ca_topic_score_codex":0.39064288,"about_ca_topic_score_gemma":0.37179318,"teacher_disagreement_score":0.056651566,"about_ca_system_score_codex":0.0018611128,"about_ca_system_score_gemma":0.022265615,"threshold_uncertainty_score":0.9997816},"labels":[],"label_agreement":null},{"id":"W4309503005","doi":"10.1016/s0140-6736(22)02185-7","title":"Global mortality associated with 33 bacterial pathogens in 2019: a systematic analysis for the Global Burden of Disease Study 2019","year":2022,"lang":"en","type":"article","venue":"The Lancet","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2109,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"NIH Clinical Center; National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; Zabol University of Medical Sciences; Russian Academy of Sciences; Fundação para a Ciência e a Tecnologia; National Health and Medical Research Council; Medical Research Council; Defense Threat Reduction Agency; Leibniz-Gemeinschaft; Dilla University; Madda Walabu University; Universitatea Sapientia; Universitas Padjadjaran; Jenderal Soedirman University; Universiti Sultan Zainal Abidin; Imam Abdulrahman Bin Faisal University; Lingnan University; Hellenic Foundation for Research and Innovation; Lorestan University of Medical Sciences; Monash University Malaysia; University of Peradeniya; Xiamen University; Zanjan University of Medical Sciences; National Research, Development and Innovation Office; National Nutrition and Food Technology Research Institute; Tanta University; Ilam University; University of Tabriz; University of Health and Allied Sciences; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of the Philippines; Secretaría Nacional de Ciencia, Tecnología e Innovación; Oulun Yliopisto; Ministério da Ciência, Tecnologia e Ensino Superior; Universidad de la República Uruguay; Bahir Dar University; Directorate for Biological Sciences; Göteborgs Universitet; Shahrekord University of Medical Sciences; Università Cattolica del Sacro Cuore; Università degli Studi del Piemonte Orientale; Tehran Heart Center; Jawaharlal Institute Of Postgraduate Medical Education and Research; Binzhou Medical University; Universitetet i Oslo; Masarykova Univerzita; Qazvin University of Medical Sciences; Universitair Medisch Centrum Groningen; Universitas Syiah Kuala; Shiraz University; Autoritatea Natională pentru Cercetare Stiintifică; Ahvaz Jundishapur University of Medical Sciences; Süleyman Demirel Üniversitesi; Shahrekord University; National Institutes of Health; University of Veterinary and Animal Sciences; Chinese University of Hong Kong; King Fahad Medical City; Haramaya University; Universiti Sains Malaysia; Universiti Kebangsaan Malaysia; Alfaisal University; University of Gondar; City University of Hong Kong; Teva Pharmaceutical Industries; University of Waterloo; Kuwait University; Department of Science and Technology, Ministry of Science and Technology, India; Sultan Qaboos University; Ain Shams University; Shiraz University of Medical Sciences; BGI Group; King Abdulaziz University; Università degli Studi di Genova; Isfahan University of Medical Sciences; Bundesministerium für Gesundheit; Golestan University of Medical Sciences; University of Calcutta; Amarin Corporation; Islamic Azad University; Gachon University; Kyung Hee University; King Saud University; Torbat Heydariyeh University of Medical Sciences; Bundesministerium für Bildung und Forschung; Shahroud University of Medical Sciences; Ilam University of Medical Sciences; James Cook University; International Centre for Diarrhoeal Disease Research, Bangladesh; Washington University in St. Louis; Monash University; Tabriz University of Medical Sciences; University of Cape Town; National Authority for Scientific Research and Innovation; Khalifa University of Science, Technology and Research; University of Technology Sydney; Charles Sturt University; Wuhan University; Ateneo de Manila University; University of Washington; Rijksuniversiteit Groningen; National Human Genome Research Institute; Arizona State University; Macquarie University; Fogarty International Center; COMSATS Institute of Information Technology; National University of Singapore; Universitatea din București; La Trobe University; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; University of Oxford; Indian Council of Medical Research; Università di Bologna; Shahid Beheshti University of Medical Sciences; Prince Sattam bin Abdulaziz University; Cancer Institute NSW; University College London; University of Warwick; University of Leicester; Dire Dawa University; Department of Health and Social Care; National Institute for Health and Care Research; Invitae; Semmelweis Egyetem; Deakin University; Pirogov Russian National Research Medical University; Saveetha Dental College; Kasturba Medical College, Manipal; Nankai University; Flinders University; Ministero della Salute; Instituut voor Tropische Geneeskunde; National Center of Neurology and Psychiatry; University of Southern California; Alexander von Humboldt-Stiftung; Tribhuvan University; Mekelle University; University of Reading; Wollega University; Seres Therapeutics; Janssen Pharmaceuticals; U.S. Department of Veterans Affairs; Rafsanjan University of Medical Sciences; Universitas Riau; Institute for Health Metrics and Evaluation; International Medical University; Wellcome Trust; Johns Hopkins University; Iran University of Medical Sciences; Indiana University Health; Dongguk University; UK Research and Innovation; Rice University; Jazan University; University of Central Punjab; Social Science Research Council; European Regional Development Fund; KU Leuven; University of South Carolina; London South Bank University; Ministerul Cercetării, Inovării şi Digitalizării; Hamad Medical Corporation; Pfizer; Bill and Melinda Gates Foundation; Technische Universität Berlin; Universidade da Beira Interior; Mansoura University; Moderna; Tehran University of Medical Sciences and Health Services; Kaiser Permanente; Bournemouth University; NIHR Sheffield Biomedical Research Centre; Rush University; Amgen; Rajarata University of Sri Lanka; Shaqra University; Yale University; Krishna Institute Of Medical Sciences Deemed To Be University; University of Zanjan; Florida International University; Bushehr University of Medical Sciences; Sanofi; National Institute of General Medical Sciences; Mahidol University; Yasuj University of Medical Sciences; Mongolian National University of Medical Sciences; University of New South Wales","keywords":"Public health; Medicine; Infectious disease (medical specialty); Global health; Burden of disease; Antibiotic resistance; Disease burden; Cause of death; Disease; Antimicrobial; Pathogen; Environmental health; Immunology; Biology; Antibiotics; Population; Microbiology; Internal medicine","score_opus":0.018073928433068733,"score_gpt":0.26948923861378976,"score_spread":0.25141531018072105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309503005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99172,0.0016253578,0.000086334236,0.00040154633,0.00025557622,0.0011078742,0.004743,0.000017415798,0.000042880758],"genre_scores_gemma":[0.99937826,0.0000145928225,0.000002444808,0.00005289084,0.00004174837,0.00005444391,0.00017489324,0.000004184191,0.00027654262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984851,0.0007302179,0.00028082702,0.00018315054,0.00007984897,0.00024089334],"domain_scores_gemma":[0.99892163,0.0002329305,0.00023813735,0.00055321364,0.000042393585,0.000011718864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008910905,0.00011181833,0.0006129507,0.000017783008,0.00022830334,0.0000113263195,0.0004888307,0.00003538004,0.000078999015],"category_scores_gemma":[0.00013390614,0.00005577576,0.00012773911,0.00050771394,0.00011360848,0.00001717877,0.0001211434,0.000088561515,0.0000042630722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026791373,0.00060522265,0.98088366,0.00033341305,0.007968985,0.000013348053,0.0009523954,0.0020995243,0.00026143284,0.0007452113,0.0034468425,0.0000108504],"study_design_scores_gemma":[0.002368445,0.00020675627,0.9914657,0.00010934278,0.003109089,0.0000016499866,0.0023033465,0.00009599501,0.000004563225,0.00013676027,0.00009489114,0.0001034595],"about_ca_topic_score_codex":0.0011594276,"about_ca_topic_score_gemma":0.0025232788,"teacher_disagreement_score":0.010582063,"about_ca_system_score_codex":0.00008793516,"about_ca_system_score_gemma":0.00009002677,"threshold_uncertainty_score":0.22744694},"labels":[],"label_agreement":null},{"id":"W4310095317","doi":"10.1371/journal.pone.0278072","title":"Drug utilization patterns before and during COVID-19 pandemic in Manitoba, Canada: A population-based study","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Health; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Research Manitoba","keywords":"Medicine; Pandemic; Medical prescription; Population; Coronavirus disease 2019 (COVID-19); Demography; Environmental health; Prescription drug; Emergency medicine; Internal medicine; Pharmacology","score_opus":0.04158824499311637,"score_gpt":0.23717486412841549,"score_spread":0.19558661913529912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310095317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989443,0.00033903137,0.000007986965,0.00019386846,0.000053759704,0.00036301237,0.00006268663,0.000028882987,0.0000064713663],"genre_scores_gemma":[0.9991399,0.0000089235045,0.000004046809,0.00023613959,0.000008329953,0.000021795357,0.00016706559,0.000008806479,0.00040500378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999277,0.00015652688,0.00016226187,0.00019183959,0.00006082068,0.00015155591],"domain_scores_gemma":[0.99974877,0.000043555465,0.00005957838,0.000117439646,0.000011343237,0.00001934294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010921992,0.00007708558,0.00015537612,0.00006968996,0.00032403713,0.0000042891984,0.000077586,0.000030412684,0.00020378495],"category_scores_gemma":[0.000035133795,0.00007740015,0.000009869774,0.00009297851,0.00001281944,0.00002103391,0.000055249904,0.00016692946,0.0000017328472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062884224,0.0007179082,0.9964971,0.00008730801,0.00006438202,0.000020796942,0.00061157224,0.00006550071,0.0018142152,0.000007629644,0.000019019937,0.00003170933],"study_design_scores_gemma":[0.0012359164,0.000062927174,0.99498075,0.000028039512,0.00003835287,0.0000028841946,0.0030896096,0.00002545429,0.00041011642,0.000015447133,0.00002460944,0.0000859145],"about_ca_topic_score_codex":0.42249,"about_ca_topic_score_gemma":0.96093744,"teacher_disagreement_score":0.53844744,"about_ca_system_score_codex":0.00031754497,"about_ca_system_score_gemma":0.00016235709,"threshold_uncertainty_score":0.5813557},"labels":[],"label_agreement":null},{"id":"W4310331737","doi":"10.1017/ash.2022.320","title":"Ten ways to make the most of World Antimicrobial Awareness Week","year":2022,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Public health; Public relations; Business; Medicine; Political science; Microbiology; Biology; Nursing; Antibiotics","score_opus":0.05954160888002842,"score_gpt":0.31403871159812563,"score_spread":0.2544971027180972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310331737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88408315,0.005815271,0.0025822057,0.09268878,0.00904425,0.0023539462,0.0018947168,0.00030190646,0.0012357568],"genre_scores_gemma":[0.9680125,0.00026243084,0.0006083781,0.028092079,0.00023031344,0.000056592187,0.00042251014,0.00007780781,0.002237352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922944,0.0030062124,0.0017801317,0.0011135783,0.00011463871,0.0016910535],"domain_scores_gemma":[0.9956875,0.0019292372,0.0008170791,0.001172297,0.00025497263,0.00013890778],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0034857497,0.0005512284,0.0016514532,0.00042380637,0.0018512033,0.000011001121,0.0015446803,0.00040296977,0.00076557696],"category_scores_gemma":[0.00054358516,0.00043347795,0.0004230799,0.0013032551,0.0008963904,0.000057590336,0.0011007532,0.0015171081,0.0002808919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033252193,0.0016222656,0.13808756,0.00089158595,0.0008990428,0.00009273115,0.0034001248,0.0012891325,0.23376502,0.040442545,0.5651655,0.011019239],"study_design_scores_gemma":[0.0040490404,0.0032766804,0.059770588,0.0005879637,0.0003378644,0.0010873833,0.0022145684,0.000019135849,0.08642525,0.001944187,0.8382567,0.0020306055],"about_ca_topic_score_codex":0.011329559,"about_ca_topic_score_gemma":0.0056847525,"teacher_disagreement_score":0.2730912,"about_ca_system_score_codex":0.00022437154,"about_ca_system_score_gemma":0.0007150654,"threshold_uncertainty_score":0.9998117},"labels":[],"label_agreement":null},{"id":"W4310482580","doi":"10.1093/ofid/ofac645","title":"Meeting the Challenges of Sepsis in Severe Coronavirus Disease 2019: A Call to Arms","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Allergan; American Medical Association Foundation; Shionogi; Sick Kids Foundation; Astellas Pharma; Amplyx; Gilead Sciences; Pfizer","keywords":"Medicine; Sepsis; Intensive care medicine; Disease; Organ dysfunction; Antibiotics; Antimicrobial; Coronavirus; Immunology; Internal medicine; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19)","score_opus":0.017686201039323158,"score_gpt":0.279019180425473,"score_spread":0.26133297938614986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310482580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94196594,0.035939097,0.000008183371,0.006362504,0.00068603974,0.0013539073,0.00072136585,0.000064471096,0.012898473],"genre_scores_gemma":[0.99703455,0.00037956543,0.000003403468,0.0009528664,0.000009409424,0.00010999174,0.000038578186,0.00001820029,0.0014534183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877477,0.00028537406,0.00024334204,0.000302715,0.000061438914,0.00033235637],"domain_scores_gemma":[0.99927855,0.00015756575,0.000119508775,0.0003601002,0.00003049032,0.00005378245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018190028,0.00014663591,0.00026057116,0.000076794655,0.00042406618,0.000020187601,0.00054463325,0.000040710103,0.00056148286],"category_scores_gemma":[0.00009377824,0.00010994437,0.00010264564,0.00019350367,0.00010805589,0.000080474405,0.00086217053,0.00017983135,0.00009157572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020580888,0.0035147301,0.9021083,0.0001678051,0.0005741837,0.00009640334,0.003029349,0.0029177484,0.00263052,0.01833076,0.043049738,0.021522373],"study_design_scores_gemma":[0.0041572866,0.0009742044,0.8666387,0.00035898315,0.00029082104,0.000056139463,0.011315277,0.00001531498,0.0008403001,0.0051752124,0.109322265,0.0008554844],"about_ca_topic_score_codex":0.0014678176,"about_ca_topic_score_gemma":0.001414143,"teacher_disagreement_score":0.06627253,"about_ca_system_score_codex":0.0000691213,"about_ca_system_score_gemma":0.00012856402,"threshold_uncertainty_score":0.6147843},"labels":[],"label_agreement":null},{"id":"W4310773286","doi":"10.1016/s2666-5247(22)00336-6","title":"Transferable exclusivity extensions to stimulate antibiotic research and development: what is at stake?","year":2022,"lang":"en","type":"article","venue":"The Lancet Microbe","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Antibiotic resistance; Agency (philosophy); Scopus; Business; Political science; Medicine; Antibiotics; Library science; Finance; Law; MEDLINE; Sociology; Biology","score_opus":0.09080262219019694,"score_gpt":0.31867905857871687,"score_spread":0.22787643638851993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310773286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97557735,0.014932971,0.000057944944,0.008048619,0.0003763018,0.00040933926,0.000064176274,0.000048790564,0.0004845286],"genre_scores_gemma":[0.975562,0.0014492028,0.0001613736,0.0030888699,0.000034270855,0.000006815919,0.000033829107,0.000022041404,0.019641625],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982806,0.0003617483,0.00019803249,0.00040343413,0.000085762294,0.0006704574],"domain_scores_gemma":[0.99917585,0.00020511817,0.000032011547,0.00047496663,0.00007496503,0.00003708988],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010242686,0.00015149446,0.00031233658,0.00008891501,0.0024621373,0.0000577683,0.0004228575,0.000078741774,0.0011226782],"category_scores_gemma":[0.000016180798,0.000109908215,0.0000330239,0.00027562628,0.00030996927,0.0000869792,0.0008271528,0.0005651186,0.00059943716],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005852021,0.00017188759,0.0012973768,0.00006040145,0.0001476314,0.00002751706,0.009135872,0.000037848706,0.92409,0.0003489171,0.057818603,0.006278708],"study_design_scores_gemma":[0.0012414261,0.00018532078,0.0074029495,0.000110801106,0.000018593675,0.00013913462,0.0023287681,0.0000035033127,0.20787977,0.00016688141,0.78026515,0.0002577013],"about_ca_topic_score_codex":0.00006523425,"about_ca_topic_score_gemma":0.000117082425,"teacher_disagreement_score":0.72244656,"about_ca_system_score_codex":0.00009839268,"about_ca_system_score_gemma":0.00008198153,"threshold_uncertainty_score":0.99979043},"labels":[],"label_agreement":null},{"id":"W4311444135","doi":"10.14745/ccdr.v48i1112a05f","title":"Aperçu du Réseau de la résistance aux antimicrobiens (RésRAM) du Canada : une approche Une seule santé axée sur les données pour la surveillance de la résistance aux antimicrobiens","year":2022,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biology; Molecular biology; Political science","score_opus":0.0075521043935224885,"score_gpt":0.20712702054708193,"score_spread":0.19957491615355943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311444135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8093048,0.1492792,0.0029478623,0.016261613,0.0018034613,0.00072364113,0.0041272053,0.00022465039,0.015327609],"genre_scores_gemma":[0.9049962,0.06726306,0.0012323097,0.0010899223,0.00026637374,0.000043906348,0.00022792132,0.00022691814,0.024653357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903571,0.003399402,0.001278005,0.0015391575,0.00041825004,0.0030081058],"domain_scores_gemma":[0.9943394,0.0032293787,0.0005895504,0.00095551973,0.00043319224,0.0004529596],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0016504573,0.0013453594,0.0016699646,0.0002068618,0.0039042996,0.00018561131,0.0015799738,0.00087749667,0.0008790958],"category_scores_gemma":[0.00034933808,0.0014492362,0.0004596018,0.0013432777,0.0039917184,0.00021301834,0.000268227,0.0021948605,0.000009208418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0024447886,0.0019994976,0.16658433,0.02053348,0.0043998635,0.011470519,0.010890559,0.013212615,0.303027,0.023663795,0.4318703,0.009903237],"study_design_scores_gemma":[0.0031743625,0.00015999861,0.08980492,0.0028264162,0.00045515323,0.0043173246,0.0059835794,0.00046791826,0.015576201,0.0003733706,0.8747169,0.0021438664],"about_ca_topic_score_codex":0.97302586,"about_ca_topic_score_gemma":0.99652594,"teacher_disagreement_score":0.44284657,"about_ca_system_score_codex":0.0040730024,"about_ca_system_score_gemma":0.032031573,"threshold_uncertainty_score":0.9999297},"labels":[],"label_agreement":null},{"id":"W4311486482","doi":"10.14745/ccdr.v48i1112a02","title":"Moving the needle on dental antibiotic overuse in Canada post COVID-19","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Medical prescription; Medicine; Stewardship (theology); Pandemic; Antibiotics; Infection control; Antibiotic resistance; Health care; Intensive care medicine; Family medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Infectious disease (medical specialty); Disease; Nursing; Political science; Internal medicine","score_opus":0.010457506068385768,"score_gpt":0.22157286207414648,"score_spread":0.2111153560057607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311486482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858281,0.0063194637,0.0000011856658,0.003974067,0.0007939158,0.00030808678,0.00031977327,0.000022564907,0.0024328507],"genre_scores_gemma":[0.9873565,0.00007067519,0.0000020764,0.009186069,0.00000920741,0.00001044941,0.00039533197,0.000020715093,0.0029489861],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826753,0.00037510696,0.00040421798,0.00029697703,0.00018886461,0.0004673119],"domain_scores_gemma":[0.9979491,0.00031177237,0.0001951175,0.0013553394,0.00003102637,0.00015760136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003341113,0.00018523606,0.00027185836,0.000052417974,0.0012089756,0.000014392128,0.00080923014,0.00003443122,0.00077027397],"category_scores_gemma":[0.00028815967,0.00015394806,0.00006746763,0.00025122642,0.00012995784,0.00003506923,0.00052496535,0.0006409936,0.0000047047556],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007969233,0.00044461925,0.74643487,0.00014702405,0.00034152725,0.02551458,0.00028038313,0.007699366,0.002030697,0.0010577566,0.2149734,0.00027885655],"study_design_scores_gemma":[0.0016441242,0.00007050281,0.31441495,0.00009861965,0.00010786192,0.0011948986,0.018839248,0.00011382568,0.000524441,0.000036617534,0.6622753,0.0006795955],"about_ca_topic_score_codex":0.9992421,"about_ca_topic_score_gemma":0.9997123,"teacher_disagreement_score":0.4473019,"about_ca_system_score_codex":0.0030861539,"about_ca_system_score_gemma":0.023985492,"threshold_uncertainty_score":0.9815476},"labels":[],"label_agreement":null},{"id":"W4311486904","doi":"10.14745/ccdr.v48i1112a06","title":"Hospital and related resource costs associated with antimicrobial-resistant infections in Canada, 2019","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"","keywords":"Medicine; Antibiotics; Confounding; Antibiotic resistance; Antimicrobial; Emergency medicine; Clostridioides; Total cost; Intensive care medicine; Environmental health; Internal medicine; Biology; Business; Microbiology","score_opus":0.0027235300811565737,"score_gpt":0.1674298994640362,"score_spread":0.1647063693828796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311486904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896995,0.0052043796,4.7736233e-7,0.0014128296,0.00027100867,0.0002924179,0.00041618198,0.000029370856,0.0026738518],"genre_scores_gemma":[0.99293214,0.00007852835,0.0000022451604,0.00030082534,0.0000022140637,0.00001579142,0.0009795915,0.000023935952,0.005664703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983905,0.00036626437,0.00040861333,0.00030661433,0.0001162379,0.00041177816],"domain_scores_gemma":[0.9986847,0.00017987376,0.00025764306,0.00071877515,0.000060151175,0.00009885125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025233245,0.00017990352,0.000328042,0.00006261131,0.00078630715,0.000012053,0.00027280414,0.00005214406,0.00019951387],"category_scores_gemma":[0.00015223988,0.00017574683,0.00003353389,0.00034159058,0.0001555322,0.000042258776,0.00029597874,0.0005980444,8.346131e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004684932,0.0006804954,0.69748896,0.00004672924,0.0008099344,0.014151476,0.00014952477,0.0010036085,0.0016693355,0.00024115318,0.28312016,0.00017014936],"study_design_scores_gemma":[0.0026959388,0.0001558863,0.77772266,0.0003210233,0.0002093793,0.00078861875,0.0022166916,0.00003432933,0.00017826518,0.00001589651,0.21488532,0.00077597745],"about_ca_topic_score_codex":0.99620783,"about_ca_topic_score_gemma":0.99931973,"teacher_disagreement_score":0.08023372,"about_ca_system_score_codex":0.0020589253,"about_ca_system_score_gemma":0.009319729,"threshold_uncertainty_score":0.9962965},"labels":[],"label_agreement":null},{"id":"W4311496549","doi":"10.14745/ccdr.v48i1112a08","title":"Understanding Canadians' knowledge, attitudes and practices related to antimicrobial resistance and antibiotic use: Results from public opinion research","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Misinformation; Focus group; Medicine; Antibiotic resistance; Public health; Landline; Population; Agency (philosophy); Phone; Family medicine; Public opinion; Environmental health; Antibiotics; Nursing; Political science; Business; Sociology; Marketing","score_opus":0.13384294024029195,"score_gpt":0.34207609947392753,"score_spread":0.20823315923363558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311496549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944915,0.03100839,0.000007151901,0.01555831,0.0010281965,0.0007003573,0.0019276695,0.000073490206,0.0047814087],"genre_scores_gemma":[0.9912228,0.0011184477,0.00006332504,0.00023675272,0.000014603272,0.000007659284,0.0011689245,0.000026408423,0.006141087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967779,0.0011280047,0.0005581627,0.000702687,0.00018297325,0.00065026974],"domain_scores_gemma":[0.9967213,0.0012089498,0.00037604952,0.0012048976,0.00017474875,0.00031404622],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014176724,0.00021417011,0.00035855625,0.00020936961,0.002608421,0.00015101105,0.00047977146,0.000107058695,0.000077069075],"category_scores_gemma":[0.0018499326,0.0002273785,0.000036272933,0.0005667589,0.00046677433,0.0002297782,0.0008974941,0.000860796,0.0000048943075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025023317,0.00065182307,0.191746,0.00050372863,0.0011835076,0.0041257553,0.0020683592,0.00006486751,0.010546373,0.0062986286,0.78003615,0.00027244934],"study_design_scores_gemma":[0.0020386558,0.000085741034,0.13036266,0.0006594167,0.00009757759,0.00032087706,0.006210934,0.000018618675,0.00022926486,0.00021014793,0.85903937,0.00072670355],"about_ca_topic_score_codex":0.60456985,"about_ca_topic_score_gemma":0.8783548,"teacher_disagreement_score":0.27378494,"about_ca_system_score_codex":0.00087714836,"about_ca_system_score_gemma":0.003551414,"threshold_uncertainty_score":0.99869007},"labels":[],"label_agreement":null},{"id":"W4311496561","doi":"10.14745/ccdr.v48i1112a03","title":"The Canadian Nosocomial Infection Surveillance Program: Keeping an eye on antimicrobial resistance in Canadian hospitals since 1995","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"University of Alberta; Jewish General Hospital; BC Children's Hospital; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Infection control; Public health surveillance; Antibiotic resistance; Epidemiologic Surveillance; Medical emergency; Intensive care medicine; Public health; Nursing","score_opus":0.00775139754879386,"score_gpt":0.2400562197920748,"score_spread":0.23230482224328095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311496561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791813,0.0036223412,4.2150646e-7,0.00653345,0.0014455928,0.0009433667,0.00040157302,0.00006543929,0.007806537],"genre_scores_gemma":[0.995778,0.0001509066,0.00001330243,0.0010605401,0.0000295059,0.00009491963,0.00078638317,0.000033193828,0.00205323],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711156,0.00070745166,0.00050518697,0.00044810644,0.00014632136,0.001081357],"domain_scores_gemma":[0.9976734,0.00012839999,0.00022504585,0.0014687567,0.00010461472,0.00039979102],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009261302,0.00024267749,0.00031457975,0.00014358675,0.0042085783,0.00008595861,0.0007511511,0.000108253924,0.0000707234],"category_scores_gemma":[0.00023946824,0.00023488994,0.00008159281,0.00043174942,0.00028867816,0.00008429454,0.0001351265,0.0008347496,0.000006721575],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005817586,0.00033180302,0.92988247,0.000086074164,0.0002210193,0.005845686,0.00021854315,0.00089005166,0.00044883715,0.0032455574,0.056944054,0.0013041199],"study_design_scores_gemma":[0.00033742326,0.000040350074,0.3795153,0.000056511923,0.000011847432,0.000033040382,0.00008814865,0.000015701013,0.00005564063,0.000029177438,0.61952907,0.00028781366],"about_ca_topic_score_codex":0.99952,"about_ca_topic_score_gemma":0.99999684,"teacher_disagreement_score":0.562585,"about_ca_system_score_codex":0.0033041167,"about_ca_system_score_gemma":0.016930163,"threshold_uncertainty_score":0.99708784},"labels":[],"label_agreement":null},{"id":"W4311496584","doi":"10.14745/ccdr.v48i1112a01","title":"Short-course antibiotic therapy: The next frontier in antimicrobial stewardship","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Public Health Agency of Canada; Institute of Infection and Immunity","funders":"","keywords":"Antibiotics; Intensive care medicine; Antimicrobial stewardship; Antimicrobial; Medicine; Medical prescription; Antibiotic resistance; Limiting; Adverse effect; Antibiotic Stewardship; Stewardship (theology); Antibiotic therapy; Internal medicine; Biology; Pharmacology; Microbiology; Political science","score_opus":0.02278723200621628,"score_gpt":0.23803017171204063,"score_spread":0.21524293970582437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311496584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9595444,0.033528246,0.000004612414,0.0029502753,0.0012217716,0.00046929583,0.00011326036,0.00004224529,0.0021258518],"genre_scores_gemma":[0.99285364,0.0005814818,0.000009142242,0.0013027831,0.000021618902,0.000015954718,0.00032120358,0.000031638214,0.004862529],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978612,0.00063038804,0.00047911346,0.0003497754,0.00014251607,0.0005369976],"domain_scores_gemma":[0.9979012,0.00012117122,0.00015088134,0.0017073125,0.00005053306,0.000068887406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059612474,0.00022378987,0.00036581262,0.00005116832,0.0010023311,0.0000304067,0.0010036604,0.000066933775,0.00046721642],"category_scores_gemma":[0.00005172774,0.00017533234,0.00012765199,0.00028806605,0.00028860607,0.000072551746,0.00047497425,0.0007667628,0.000007967079],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001297946,0.0019132119,0.5289436,0.00010237259,0.00096471806,0.0100993775,0.000523161,0.001078997,0.015360996,0.0005156962,0.43141824,0.007781678],"study_design_scores_gemma":[0.0013606453,0.00005534612,0.35988986,0.000092906725,0.00013175198,0.0006366129,0.0030626508,0.000039006078,0.0017627628,0.000053403233,0.6322931,0.00062198134],"about_ca_topic_score_codex":0.16941054,"about_ca_topic_score_gemma":0.20427617,"teacher_disagreement_score":0.20087482,"about_ca_system_score_codex":0.00025856937,"about_ca_system_score_gemma":0.0023928946,"threshold_uncertainty_score":0.8361204},"labels":[],"label_agreement":null},{"id":"W4311614187","doi":"10.1093/ofid/ofac492.014","title":"89. On-going impact of the SARS-CoV-2 pandemic on the evolution of carbapenemase-producing <i>Enterobacterales</i> in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; Public Health Ontario; Sunnybrook Health Science Centre; Sinai Health System; North York General Hospital; William Osler Health System; Trillium Health Centre; University of Toronto","funders":"","keywords":"Incidence (geometry); Medicine; Pandemic; Outbreak; Population; Klebsiella pneumoniae; Bacteremia; Clinical microbiology; Enterobacter; Microbiology; Internal medicine; Virology; Coronavirus disease 2019 (COVID-19); Biology; Disease; Gene; Environmental health; Infectious disease (medical specialty); Escherichia coli; Antibiotics","score_opus":0.0119639267046377,"score_gpt":0.2375923871592628,"score_spread":0.22562846045462512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311614187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958179,0.00025876038,9.258615e-7,0.00017894826,0.00044856462,0.0004708936,0.00014067549,0.000008143345,0.0026751899],"genre_scores_gemma":[0.9989026,0.0000058973424,2.3879264e-7,0.00044472382,0.000004604887,0.00002027747,0.000023474597,0.0000108005925,0.00058734446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891585,0.0002847387,0.00025411425,0.00022436478,0.00007190983,0.00024903292],"domain_scores_gemma":[0.99916863,0.00014716023,0.00022397502,0.00042457032,0.000026199114,0.000009434295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015471208,0.00013615706,0.00024293909,0.00004940808,0.00038575305,0.000010878184,0.00045352214,0.000036684236,0.00023742125],"category_scores_gemma":[0.00006015327,0.000080991835,0.00014060273,0.00017962241,0.000099105615,0.000051126288,0.00030388846,0.0003148705,0.000003883582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029030538,0.0002619696,0.9563818,0.000011394239,0.00013501513,0.0000027532772,0.00017543539,0.00077694684,0.03041893,0.0004692041,0.011013183,0.000063054395],"study_design_scores_gemma":[0.0010408295,0.00045919683,0.98508376,0.00022821911,0.00005830003,0.000023027435,0.0005092887,0.0000051072284,0.010770056,0.00027767802,0.0013885594,0.00015596098],"about_ca_topic_score_codex":0.95608896,"about_ca_topic_score_gemma":0.9806988,"teacher_disagreement_score":0.028701968,"about_ca_system_score_codex":0.0012536619,"about_ca_system_score_gemma":0.0013023403,"threshold_uncertainty_score":0.33027512},"labels":[],"label_agreement":null},{"id":"W4311662852","doi":"10.1186/s13756-022-01192-x","title":"Awareness regarding antimicrobial resistance and confidence to prescribe antibiotics in dentistry: a cross-continental student survey","year":2022,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Toronto","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Antibiotic resistance; Medicine; Medical prescription; Antibiotics; Family medicine; Medical microbiology; Confidence interval; Resistance (ecology); Cross-sectional study; Global health; Environmental health; Dentistry; Public health; Internal medicine; Nursing; Pathology; Biology","score_opus":0.013444620021639361,"score_gpt":0.2825374258239507,"score_spread":0.2690928058023113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311662852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927993,0.0018423313,0.0012403651,0.0005165245,0.0017248323,0.00090328895,0.00056235655,0.000092133734,0.0003188574],"genre_scores_gemma":[0.99316025,0.000699524,0.000070580485,0.0009896326,0.00006859694,0.000013102758,0.00011477642,0.00004712231,0.0048364117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99645406,0.000674519,0.00082760083,0.0010751402,0.0001569924,0.0008116942],"domain_scores_gemma":[0.9986332,0.00030428593,0.0003347051,0.00043306343,0.0002035357,0.00009118283],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012246264,0.00045089042,0.000804981,0.00032201258,0.0013044765,0.00025549092,0.0003314132,0.00024639812,0.000092695656],"category_scores_gemma":[0.00025643886,0.00048652542,0.00012240768,0.00058468734,0.00046960716,0.00034592146,0.0003600799,0.0006487741,0.000028841456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027390765,0.00034618773,0.6819734,0.0002500233,0.00018777109,0.00011284171,0.00044288812,0.00013626162,0.29972276,0.0006414619,0.013347762,0.00009958474],"study_design_scores_gemma":[0.007864443,0.00018494304,0.9290827,0.00054593483,0.00009706033,0.00017371982,0.00017562008,0.000010714343,0.03736082,0.00003081886,0.02360589,0.0008673444],"about_ca_topic_score_codex":0.0017885438,"about_ca_topic_score_gemma":0.015994817,"teacher_disagreement_score":0.26236194,"about_ca_system_score_codex":0.0001719853,"about_ca_system_score_gemma":0.00016115347,"threshold_uncertainty_score":0.9999957},"labels":[],"label_agreement":null},{"id":"W4311732051","doi":"10.1093/ofid/ofac492.791","title":"948. Impact of a Multi-pronged Approach to Antimicrobial Stewardship on the Vascular Ward at a Tertiary Hospital","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Medicine; Piperacillin/tazobactam; Antimicrobial stewardship; Tazobactam; Piperacillin; Concordance; Carbapenem; Medical prescription; Guideline; Emergency medicine; Intervention (counseling); Antibiotic Stewardship; Audit; Antibiotics; Intensive care medicine; Pediatrics; Internal medicine; Antibiotic resistance; Imipenem; Nursing","score_opus":0.010993129923753052,"score_gpt":0.2475521395154862,"score_spread":0.23655900959173315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311732051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99390304,0.0006239057,0.00007317568,0.0003448638,0.0003753256,0.0015880255,0.0005476833,0.000055956025,0.0024880315],"genre_scores_gemma":[0.99778724,0.000018526287,0.000015318137,0.0006246632,0.000013887055,0.00013584836,0.00015817584,0.000032415093,0.0012139288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984398,0.00037850515,0.00024780928,0.00041555252,0.00007619031,0.000442181],"domain_scores_gemma":[0.9991241,0.000084587744,0.00014515032,0.0005510123,0.00004154005,0.00005357439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019154823,0.0002386891,0.0003581583,0.00008849043,0.00094117894,0.000041072926,0.0006941011,0.00007859132,0.00069285516],"category_scores_gemma":[0.00007397367,0.00015686727,0.00040947614,0.00022362519,0.00017436894,0.00007912691,0.0011206772,0.00024027996,0.00016434047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020662881,0.012062227,0.7286175,0.00012509072,0.0034928177,0.000025803693,0.0021154862,0.0022830172,0.049014576,0.0013662688,0.19752792,0.0013030147],"study_design_scores_gemma":[0.011508273,0.006705054,0.93778425,0.00021698177,0.0008215818,0.00014470525,0.0031559677,0.00007929041,0.02290547,0.00021626329,0.014746986,0.0017151431],"about_ca_topic_score_codex":0.00071409903,"about_ca_topic_score_gemma":0.000045245004,"teacher_disagreement_score":0.2091668,"about_ca_system_score_codex":0.00019974695,"about_ca_system_score_gemma":0.00014192927,"threshold_uncertainty_score":0.7586278},"labels":[],"label_agreement":null},{"id":"W4311732165","doi":"10.1093/ofid/ofac492.767","title":"922. Promotion of antimicrobial stewardship after issuing antimicrobial resistance national action plan in Japan: a systematic review of the literature from 2016 to 2020","year":2022,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial stewardship; Systematic review; Action plan; Psychological intervention; MEDLINE; Cohort study; Cohort; Antibiotic resistance; Family medicine; Environmental health; Intensive care medicine; Internal medicine; Antibiotics","score_opus":0.019345156140868316,"score_gpt":0.2929993041351526,"score_spread":0.27365414799428434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311732165","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007502242,0.9885371,0.0000028845106,0.00016780596,0.00092768186,0.004763974,0.0044496185,0.000021170406,0.0003795676],"genre_scores_gemma":[0.013420477,0.9828559,0.000010475553,0.00036719485,0.000047042893,0.00033681962,0.0013505452,0.000049197355,0.0015623524],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99640054,0.0012373838,0.0012976854,0.000579184,0.00016117972,0.00032402528],"domain_scores_gemma":[0.99764067,0.00026394924,0.0013110919,0.0005971464,0.00015365999,0.0000334873],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041855552,0.00043985184,0.0022520092,0.00020899769,0.0002013787,0.000063466556,0.00088726333,0.00032524185,0.00050939794],"category_scores_gemma":[0.00049011933,0.00030167424,0.000631897,0.0008773655,0.00011706123,0.0002074698,0.0005679965,0.00049526384,0.000050073744],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021599435,0.0007411272,0.00044917563,0.9672932,0.0007439231,0.000011338501,0.00020263078,0.0000012049513,0.0002237733,0.00008418446,0.028597813,0.0014356448],"study_design_scores_gemma":[0.0004899857,0.00007971269,0.00022066376,0.9131176,0.0014903432,0.000047148194,0.000040367813,4.5596973e-8,0.000103332226,0.000037930124,0.08398833,0.0003845699],"about_ca_topic_score_codex":0.00013230444,"about_ca_topic_score_gemma":0.0004101992,"teacher_disagreement_score":0.055390522,"about_ca_system_score_codex":0.0002631069,"about_ca_system_score_gemma":0.00064941234,"threshold_uncertainty_score":0.99994355},"labels":[],"label_agreement":null},{"id":"W4311737337","doi":"10.1093/ofid/ofac492.763","title":"918. Influence of a hospital-based antimicrobial stewardship program on clinical and economic outcomes. The experience from a referral center in Mexico.","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Levofloxacin; Defined daily dose; Tigecycline; Antimicrobial stewardship; Clindamycin; Linezolid; Clostridioides; Tazobactam; Piperacillin; Internal medicine; Medical prescription; Emergency medicine; Antibiotics; Antibiotic resistance; Imipenem; Vancomycin; Nursing; Pseudomonas aeruginosa; Microbiology","score_opus":0.015797076746487414,"score_gpt":0.3093135033990446,"score_spread":0.2935164266525572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311737337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99684346,0.00015591118,0.0000013542674,0.00069654454,0.0005159438,0.00086189643,0.00036224502,0.000033329226,0.0005292993],"genre_scores_gemma":[0.9983858,0.000035218633,0.0000073661963,0.0012750245,0.0000072579005,0.00012473705,0.00007105279,0.000013780471,0.0000798022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985756,0.0003180642,0.00040446874,0.00038400022,0.000038064856,0.0002798014],"domain_scores_gemma":[0.99918526,0.00021379617,0.00019554893,0.00035827543,0.000016441554,0.00003069981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015020807,0.00016321935,0.00036439483,0.00005308875,0.00030073733,0.000045689903,0.0004795654,0.000078191406,0.00021020781],"category_scores_gemma":[0.000069041904,0.00011807022,0.00011921627,0.00008039844,0.0005395464,0.00011287737,0.00046629843,0.0002699881,0.00002945213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045056274,0.00189516,0.99455917,0.0000072760868,0.00007439958,0.000006875469,0.00023498805,0.00018599538,0.00011079137,0.000250411,0.0013136829,0.00091071666],"study_design_scores_gemma":[0.00366511,0.0012206839,0.9895118,0.000060275284,0.000033810655,0.0000032087223,0.0005806014,0.000011892173,0.00054942816,0.00017404126,0.0039794426,0.00020972759],"about_ca_topic_score_codex":0.0015888531,"about_ca_topic_score_gemma":0.00069187826,"teacher_disagreement_score":0.0050473623,"about_ca_system_score_codex":0.000051457246,"about_ca_system_score_gemma":0.00013706219,"threshold_uncertainty_score":0.48147637},"labels":[],"label_agreement":null},{"id":"W4311908261","doi":"10.1016/j.cmi.2022.12.006","title":"Antibiotic resistance associated with the COVID-19 pandemic: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":230,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Ottawa Hospital; Sunnybrook Health Science Centre; North York General Hospital; University of Ottawa; University of Toronto; Public Health Ontario","funders":"World Health Organization","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibiotic resistance; Antibiotics; Virology; Medicine; Betacoronavirus; Meta-analysis; Intensive care medicine; Microbiology; Biology; Infectious disease (medical specialty); Internal medicine; Outbreak; Disease","score_opus":0.15175647728186775,"score_gpt":0.39146385135049294,"score_spread":0.2397073740686252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311908261","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027345865,0.99679905,0.000057167683,0.00047488103,0.00016209172,0.0020121657,0.00029776993,0.000085944484,0.000083554616],"genre_scores_gemma":[0.00023557528,0.9890113,0.0000038050641,0.0038018103,0.000012853508,0.00010580244,0.0007462296,0.00002823824,0.0060543697],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99036604,0.006808914,0.0014841848,0.0009421636,0.00002609941,0.00037260202],"domain_scores_gemma":[0.9921956,0.005339161,0.0016890987,0.0006517893,0.00005775768,0.000066576715],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039562765,0.0005709361,0.0074753547,0.00017666515,0.0007929738,0.000025887442,0.0002877862,0.001030092,0.0006940273],"category_scores_gemma":[0.00191827,0.00027534625,0.0017055413,0.0008047774,0.0014106471,0.00004545705,0.00020684405,0.0014829244,0.000042554973],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046327885,0.00025426366,0.0004197681,0.51190263,0.47884342,0.000015637963,0.000046272267,2.485159e-7,0.000003686297,0.00019589628,0.0076111383,0.0006607052],"study_design_scores_gemma":[0.00016841601,0.00011679414,0.000011426381,0.0028421835,0.5106868,0.0002845967,0.000007010292,1.7546588e-8,7.4930135e-8,0.0000060053153,0.48564163,0.00023499681],"about_ca_topic_score_codex":0.000031280844,"about_ca_topic_score_gemma":0.00070850033,"teacher_disagreement_score":0.50906044,"about_ca_system_score_codex":0.00009238217,"about_ca_system_score_gemma":0.00021713227,"threshold_uncertainty_score":0.9999699},"labels":[],"label_agreement":null},{"id":"W4312134957","doi":"10.3399/bjgp.2022.0298","title":"Implementing antibiotic stewardship in high-prescribing English general practices: a mixed-methods study","year":2022,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Cancer Research","funders":"Economic and Social Research Council; Imperial College London; Department of Health and Social Care; National Institute for Health and Care Research; University of Oxford; Oxford Health NHS Foundation Trust; Johns Hopkins University","keywords":"Medicine; Stewardship (theology); Antibiotic Stewardship; Data science; Antibiotics; Computer science; Microbiology","score_opus":0.020965877517904408,"score_gpt":0.33244633389212547,"score_spread":0.31148045637422106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312134957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808703,0.012862644,0.00038061032,0.00037613566,0.0038610818,0.00039737148,0.00003126958,0.000029949728,0.0011906072],"genre_scores_gemma":[0.9817016,0.00060040137,0.015235663,0.00045061807,0.00050437555,0.000005149091,0.000021787764,0.000045786805,0.0014345837],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902343,0.006935193,0.0013055719,0.0004498942,0.00027127122,0.0008037747],"domain_scores_gemma":[0.99533397,0.001064865,0.0027947954,0.00028919906,0.00045417808,0.00006297967],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010666228,0.00024478955,0.00064310135,0.00028741255,0.00091572234,0.00019742371,0.0006732695,0.0001269658,0.0004633936],"category_scores_gemma":[0.005390219,0.00028018004,0.00017982922,0.00052864716,0.00008907413,0.0010935953,0.000636474,0.002082383,0.000010347104],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057253535,0.020063771,0.073031336,0.0003232587,0.005733394,0.027606377,0.018905347,0.0041299807,0.41625097,0.0017652819,0.071639486,0.35482544],"study_design_scores_gemma":[0.02346613,0.006517912,0.12216419,0.0006225715,0.0021385348,0.047063656,0.23616023,0.00011297113,0.022289451,0.00027879115,0.5371557,0.002029858],"about_ca_topic_score_codex":0.0038399405,"about_ca_topic_score_gemma":0.00059198146,"teacher_disagreement_score":0.4655162,"about_ca_system_score_codex":0.00019962915,"about_ca_system_score_gemma":0.00031652427,"threshold_uncertainty_score":0.999965},"labels":[],"label_agreement":null},{"id":"W4312184204","doi":"10.1016/s1473-3099(22)00726-5","title":"Multinational consensus antimicrobial stewardship recommendations for children managed in hospital settings","year":2022,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"National Health and Medical Research Council; Medical Research Council; Bundesamt für Gesundheit; Royal Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Antimicrobial stewardship; Medicine; Aotearoa; Multinational corporation; Stewardship (theology); Best practice; Health care; Family medicine; Antibiotic Stewardship; Nursing; Political science; Antibiotic resistance; Antibiotics","score_opus":0.02506847479693329,"score_gpt":0.29948933363028946,"score_spread":0.27442085883335615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312184204","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00083715556,0.98903596,0.000012101436,0.001216457,0.0012896076,0.002134973,0.004848005,0.00018894573,0.0004367889],"genre_scores_gemma":[0.002747901,0.9898167,0.000028159791,0.00039974082,0.00030101146,0.0002896921,0.0054953424,0.000053432123,0.0008680086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981098,0.0005571587,0.0004556346,0.00041047303,0.00004128276,0.00042561273],"domain_scores_gemma":[0.9980431,0.0011358681,0.00040293587,0.00036690276,0.00003269624,0.000018476281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003059909,0.00032373556,0.0010454424,0.00016352668,0.000594686,0.000035181183,0.00041866855,0.0001954583,0.00040334798],"category_scores_gemma":[0.00030965797,0.00023710851,0.00042189038,0.00025160803,0.00021137854,0.000029789617,0.00016911577,0.0005648208,0.00008319181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012332376,0.0017060589,0.0032682826,0.006945211,0.0021858332,0.000014276268,0.0002916415,0.000010458649,0.000003458753,0.0022176893,0.52006525,0.46316853],"study_design_scores_gemma":[0.0013058822,0.000087032575,0.00090581115,0.0012508116,0.0006911884,0.000056512414,0.000041903597,4.0176897e-7,0.0000014016862,0.00013833927,0.99518937,0.00033136364],"about_ca_topic_score_codex":0.00006630243,"about_ca_topic_score_gemma":0.000040576026,"teacher_disagreement_score":0.4751241,"about_ca_system_score_codex":0.00013683544,"about_ca_system_score_gemma":0.00020068159,"threshold_uncertainty_score":0.96690047},"labels":[],"label_agreement":null},{"id":"W4312822604","doi":"10.2196/37160","title":"Discussions of Antibiotic Resistance on Social Media Platforms: Text Mining and Mixed Methods Content Analysis Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer","keywords":"Preprint; Active listening; Qualitative research; Social media; Resistance (ecology); Antibiotic resistance; Psychology; Sociology; Computer science; Antibiotics; Communication; World Wide Web; Microbiology; Biology; Social science; Ecology","score_opus":0.12112139944727603,"score_gpt":0.43025467320947,"score_spread":0.30913327376219396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312822604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970291,0.00074275647,0.00008935521,0.00021623682,0.00018620335,0.00045357464,0.00013534343,0.000019612347,0.0011277804],"genre_scores_gemma":[0.99811023,0.000039838684,0.00015776452,0.00001259201,0.000012298834,0.000033775417,0.000054843553,0.0000121515595,0.0015665012],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99683857,0.0016239976,0.00045659524,0.00032521205,0.0002731562,0.00048248286],"domain_scores_gemma":[0.997778,0.0015607403,0.00019870384,0.00027342432,0.00015214471,0.000036983856],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028148622,0.000156544,0.0005433611,0.0006986103,0.0014321711,0.000017395456,0.00033314855,0.000095515206,0.00027202728],"category_scores_gemma":[0.00020867451,0.00010701604,0.0001448677,0.0013862562,0.00063268846,0.00010464372,0.00048729114,0.0006526044,0.00001376528],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00807052,0.010732703,0.042173095,0.0006449066,0.013040364,0.00009273171,0.6306713,0.000027567196,0.13820586,0.018955983,0.04269858,0.094686374],"study_design_scores_gemma":[0.0021766499,0.001060967,0.516553,0.00006816691,0.00020348202,0.0000036768834,0.4636651,0.000020760614,0.014157337,0.00022636565,0.0016067285,0.0002577827],"about_ca_topic_score_codex":0.000025084591,"about_ca_topic_score_gemma":0.00020808625,"teacher_disagreement_score":0.4743799,"about_ca_system_score_codex":0.00009458862,"about_ca_system_score_gemma":0.000062492254,"threshold_uncertainty_score":0.99986786},"labels":[],"label_agreement":null},{"id":"W4313332424","doi":"10.1093/ofid/ofac706","title":"Can the Future of ID Escape the Inertial Dogma of Its Past? The Exemplars of Shorter Is Better and Oral Is the New IV","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Intensive care medicine; Randomized controlled trial; Bacteremia; Clinical Practice; Clinical trial; Endocarditis; Alternative medicine; Antibiotics; Internal medicine; Family medicine; Pathology","score_opus":0.005505079074583112,"score_gpt":0.2266057820909444,"score_spread":0.22110070301636128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313332424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386984,0.010645404,0.0000050201197,0.048063245,0.0004950763,0.0007507149,0.0005176243,0.000008749278,0.00081575016],"genre_scores_gemma":[0.9934102,0.00026327893,8.848062e-7,0.004935076,0.000050618015,0.0000189513,0.000020368652,0.000011922039,0.0012886866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990225,0.0002751802,0.00024810145,0.00016987105,0.00007408955,0.0002102961],"domain_scores_gemma":[0.99913394,0.00015060509,0.00021155058,0.0004431984,0.000044585788,0.000016120064],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001675861,0.0001374898,0.00023769448,0.000022808928,0.00074449653,0.000025228315,0.0006762849,0.00005913352,0.0011484439],"category_scores_gemma":[0.000012004191,0.000055539058,0.00012851351,0.00016052116,0.00045463088,0.000055513297,0.00061268423,0.0002229747,0.0000046751734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086476706,0.00044981233,0.290928,0.00007723566,0.0015627928,0.0000036688234,0.007578126,0.000024963345,0.014310379,0.0045864345,0.66246235,0.017151475],"study_design_scores_gemma":[0.0036573089,0.0012579446,0.33619335,0.000116647636,0.0014373595,0.00014944522,0.018437725,0.000019017505,0.030701386,0.0040161214,0.6034926,0.00052108476],"about_ca_topic_score_codex":0.0009095032,"about_ca_topic_score_gemma":0.00075443037,"teacher_disagreement_score":0.05896974,"about_ca_system_score_codex":0.000010819424,"about_ca_system_score_gemma":0.000098628334,"threshold_uncertainty_score":0.9997646},"labels":[],"label_agreement":null},{"id":"W4313343709","doi":"10.1016/j.prevetmed.2022.105836","title":"Assessment of knowledge, perception, practices and drivers of antimicrobial resistance and antimicrobial usage among veterinarians in Pakistan","year":2022,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Antibiotic resistance; Family medicine; Medical prescription; Antimicrobial; Odds ratio; Antibiotics; Environmental health; Veterinary medicine; Internal medicine; Nursing","score_opus":0.020485025647570668,"score_gpt":0.33648565371505423,"score_spread":0.3160006280674836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313343709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961092,0.0019569679,0.00013318777,0.00022294826,0.00033696077,0.00035162977,0.00006214747,0.000012274582,0.0008147227],"genre_scores_gemma":[0.99724245,0.0009379059,0.0004722056,0.00002651166,0.000017783497,0.000008784237,0.000038580023,0.000014411214,0.0012413881],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980763,0.00073011586,0.0005150055,0.00038903253,0.00006365984,0.000225879],"domain_scores_gemma":[0.99886787,0.0002120755,0.0006318228,0.00020217842,0.00006219991,0.000023859016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078246277,0.00018268688,0.00050865166,0.00022753858,0.00020037436,0.0000036642105,0.00017553428,0.000086771244,0.00027267274],"category_scores_gemma":[0.000047927715,0.00017000122,0.00004516153,0.00023245106,0.0012114175,0.0001307925,0.0003243431,0.00030866195,7.14091e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004963192,0.00035598985,0.07982646,0.0007032087,0.0001136497,0.000053924025,0.0041962536,0.0000014922314,0.9135762,0.00011602429,0.0003157817,0.00024469514],"study_design_scores_gemma":[0.0038924122,0.002130097,0.9753388,0.001203936,0.00014029582,0.00021620735,0.006871615,0.000007114703,0.005621889,0.000033780983,0.0042845537,0.00025926073],"about_ca_topic_score_codex":0.00021294072,"about_ca_topic_score_gemma":0.000083531886,"teacher_disagreement_score":0.90795434,"about_ca_system_score_codex":0.000056990895,"about_ca_system_score_gemma":0.00006709831,"threshold_uncertainty_score":0.6932449},"labels":[],"label_agreement":null},{"id":"W4313478395","doi":"10.1093/jacamr/dlac134","title":"A cross-sectional study of hospital antimicrobial stewardship programmes in the COVID-19 era","year":2022,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hotel Dieu Shaver Health and Rehabilitation Centre; Health Sciences Centre; Sunnybrook Health Science Centre; Toronto East General Hospital; University of Toronto; Public Health Ontario","funders":"","keywords":"Antimicrobial stewardship; Pandemic; Staffing; Thematic analysis; Stewardship (theology); Medicine; Health care; Knowledge translation; Nursing; Cross-sectional study; Business; Family medicine; Public relations; Medical education; Coronavirus disease 2019 (COVID-19); Qualitative research; Political science; Antibiotic resistance; Knowledge management","score_opus":0.01914470623675331,"score_gpt":0.2865311370706231,"score_spread":0.2673864308338698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313478395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99379504,0.0006937116,0.00005901654,0.0013624335,0.0015389981,0.0016111393,0.0003725438,0.00008318805,0.00048393855],"genre_scores_gemma":[0.9944299,0.000035374585,0.00015100313,0.0011924877,0.000078228986,0.000090185626,0.00013854328,0.00003894365,0.003845339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99598897,0.00111276,0.0010129893,0.0008588516,0.00026695817,0.00075950485],"domain_scores_gemma":[0.998124,0.00041139536,0.0005321017,0.0007618174,0.0001222377,0.00004843262],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014370119,0.0003760862,0.0005961359,0.00025676313,0.0011883719,0.00009516283,0.0013024397,0.00021216013,0.0005255447],"category_scores_gemma":[0.00030709826,0.00031235858,0.00026662782,0.0009322707,0.0006974274,0.00013614053,0.00026555933,0.001088642,0.00004488442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038855637,0.009591589,0.8149131,0.000394975,0.00041389395,0.00027321553,0.0112310015,0.0004549486,0.096881345,0.0011712065,0.060677186,0.000112005124],"study_design_scores_gemma":[0.013111822,0.0023390448,0.8313304,0.000087159075,0.00014780529,0.00025155547,0.00710149,0.000001920946,0.011730508,0.00015521041,0.1325063,0.0012367505],"about_ca_topic_score_codex":0.0011837466,"about_ca_topic_score_gemma":0.0019881597,"teacher_disagreement_score":0.08515084,"about_ca_system_score_codex":0.00024062536,"about_ca_system_score_gemma":0.0004979616,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W4313506278","doi":"","title":"ANTIBIOTICS UTILIZATION AND ANTIMICROBIAL RESISTANCE","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Antibiotic resistance; Antimicrobial; Microbiology; Medicine; Biology","score_opus":0.17888159784034535,"score_gpt":0.49497209315238067,"score_spread":0.3160904953120353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313506278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94123715,0.051154144,0.0017710666,0.0005578203,0.0010276833,0.00034312048,0.000113990194,0.000049473667,0.0037455603],"genre_scores_gemma":[0.94588643,0.047871016,0.00014494103,0.00020656554,0.000058850288,5.357492e-7,0.000012530652,0.000032416065,0.005786701],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99821675,0.00023804145,0.00062049186,0.0004362955,0.000100334226,0.0003880928],"domain_scores_gemma":[0.99851197,0.00025136428,0.00057074055,0.00038959328,0.00021195383,0.00006436378],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054606004,0.00025842208,0.00057691615,0.00033295102,0.00032085466,0.00023399883,0.0011251048,0.0002428682,0.0032274579],"category_scores_gemma":[0.00021987969,0.00017927721,0.00009862817,0.00039537484,0.00051818584,0.000964114,0.00050524715,0.00020697963,0.000063205705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030021422,0.0001234758,0.15941797,0.00010713238,0.00015911243,0.000013506806,0.000053726286,4.8144557e-7,0.77115804,0.00046899507,0.062659,0.005538329],"study_design_scores_gemma":[0.0010155748,0.000009032551,0.36204872,0.0011548941,0.00007491099,0.00002400057,0.000030865765,5.199211e-7,0.5851694,0.001243725,0.048904464,0.0003239387],"about_ca_topic_score_codex":0.00007895805,"about_ca_topic_score_gemma":0.00007088518,"teacher_disagreement_score":0.20263076,"about_ca_system_score_codex":0.000038014183,"about_ca_system_score_gemma":0.00009207819,"threshold_uncertainty_score":0.9976837},"labels":[],"label_agreement":null},{"id":"W4313561625","doi":"10.3389/fmicb.2022.992507","title":"Factors impacting antimicrobial resistance in the South East Asian food system and potential places to intervene: A participatory, one health study","year":2023,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Institute of Population and Public Health; National Science Foundation; Vetenskapsrådet; Svenska Forskningsrådet Formas; Institute of Infection and Immunity; Joint Programming Initiative on Antimicrobial Resistance; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Antibiotic resistance; Citizen journalism; Resistance (ecology); Antimicrobial; East Asia; Participatory action research; Geography; Biotechnology; Environmental health; Environmental planning; Medicine; Political science; Biology; Sociology; China; Ecology; Microbiology; Antibiotics; Anthropology","score_opus":0.03372418850609313,"score_gpt":0.26687505630351915,"score_spread":0.23315086779742603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313561625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939982,0.0014568967,0.0003755805,0.001359469,0.0014963255,0.0010142088,0.00017735086,0.000085406085,0.00003652515],"genre_scores_gemma":[0.99932307,0.000016697555,0.00014799999,0.00019182365,0.000036958787,0.000022525244,0.000075307966,0.00002583881,0.00015975036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996521,0.0012594506,0.0006491319,0.0006223107,0.000033086773,0.00091503316],"domain_scores_gemma":[0.99930185,0.000060228176,0.0002198954,0.00034903875,0.00002404971,0.00004495322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012196177,0.00030092167,0.00072829303,0.00046035092,0.00029665927,0.000034013665,0.00044823348,0.00026084576,0.000007072322],"category_scores_gemma":[0.000072709365,0.000224668,0.000083206985,0.0006031668,0.00025845,0.00005719114,0.0001710255,0.0004909478,0.000035199846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013968239,0.00085602695,0.72444165,0.0006602629,0.0007040316,0.000112328344,0.16416807,0.00004912974,0.08125873,0.00017799856,0.025616607,0.00055832794],"study_design_scores_gemma":[0.0050846203,0.0018082703,0.52528644,0.0011653767,0.00009017729,0.000049745446,0.46079788,0.000007781924,0.0032437653,0.000032393364,0.0016595356,0.0007740117],"about_ca_topic_score_codex":0.00014011725,"about_ca_topic_score_gemma":0.0029977094,"teacher_disagreement_score":0.2966298,"about_ca_system_score_codex":0.00014752448,"about_ca_system_score_gemma":0.000101463615,"threshold_uncertainty_score":0.9161695},"labels":[],"label_agreement":null},{"id":"W4313886069","doi":"10.4212/cjhp.3258","title":"Development of Quality Indicators to Evaluate the Appropriateness of Empiric Antimicrobial Use in Pediatric Patients","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Dalhousie University","funders":"","keywords":"Medicine; Delphi method; Likert scale; Delphi; Documentation; Family medicine; Population; MEDLINE; Environmental health; Psychology; Statistics","score_opus":0.037302646222017115,"score_gpt":0.3052832320641781,"score_spread":0.267980585842161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313886069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99781966,0.0002501549,0.0000047808453,0.0007566949,0.000884977,0.00022790651,0.000030567066,0.0000026796197,0.000022554004],"genre_scores_gemma":[0.99969196,0.000047001435,0.00003220006,0.00012054817,0.000028074748,0.0000010167336,0.0000072394223,0.000009568889,0.000062388855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986299,0.0002348327,0.0006631878,0.000097522636,0.00008995117,0.00028455083],"domain_scores_gemma":[0.99913746,0.000102517995,0.0003661398,0.00014463025,0.00018188995,0.00006737641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011419547,0.000107377986,0.0002556559,0.0003862258,0.00016539672,0.000010872317,0.00049814896,0.000050515137,0.000034220804],"category_scores_gemma":[0.0001721984,0.00006157801,0.000082346865,0.000746101,0.0001685128,0.00007448187,0.0000480116,0.00025733787,0.000037865182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019251968,0.00015172109,0.972453,0.000074887364,0.00020885338,0.000013644471,0.011915877,0.00008632243,0.007483339,0.00005196676,0.004530133,0.002837753],"study_design_scores_gemma":[0.0013007934,0.00007909302,0.96860474,0.000051492367,0.000057303623,0.0000021209028,0.0003364398,5.503984e-7,0.027732203,0.000022556545,0.0017041175,0.00010857816],"about_ca_topic_score_codex":0.0025497177,"about_ca_topic_score_gemma":0.0077776588,"teacher_disagreement_score":0.020248864,"about_ca_system_score_codex":0.00007059099,"about_ca_system_score_gemma":0.0012038061,"threshold_uncertainty_score":0.4340116},"labels":[],"label_agreement":null},{"id":"W4313945607","doi":"10.3389/fpubh.2022.1028525","title":"Global burden of lower respiratory infections during the last three decades","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Shahid Beheshti University of Medical Sciences; Institute for Health Metrics and Evaluation; Bill and Melinda Gates Foundation","keywords":"Medicine; Incidence (geometry); Demography; Burden of disease; Population; Disease burden; Etiology; Epidemiology; Pediatrics; Environmental health; Internal medicine","score_opus":0.02001038043219212,"score_gpt":0.27222307794423006,"score_spread":0.25221269751203795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313945607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871779,0.003299711,0.001307299,0.003924003,0.0025424245,0.00023561502,0.000042803706,0.00010434065,0.0013658972],"genre_scores_gemma":[0.99873173,0.00035381256,0.000047312784,0.00022287067,0.000053824744,0.000006560962,0.000010185566,0.000008249738,0.0005654375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880373,0.00019432184,0.00030582512,0.00018757563,0.0000444533,0.00046411308],"domain_scores_gemma":[0.99950445,0.000041586707,0.00011421392,0.0002707297,0.000036240785,0.000032809265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006442241,0.00009356115,0.00021954763,0.00016812055,0.00026412573,0.000010535499,0.00023688209,0.00014992192,0.00004176539],"category_scores_gemma":[0.000110710775,0.00006825055,0.000057873174,0.00089367735,0.00028587662,0.0000720566,0.00008147433,0.00021390668,0.00005938718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043246822,0.00013710238,0.8492474,0.00015183914,0.00018072328,0.00000882535,0.00090035127,0.000076764336,0.000482367,0.0029800397,0.13706505,0.008726324],"study_design_scores_gemma":[0.0006080497,0.00011678568,0.79245955,0.00006387538,0.0000040745194,0.0000068943164,0.0015227807,0.000010377939,0.00006153512,0.00043221394,0.20461698,0.00009687361],"about_ca_topic_score_codex":0.00029535682,"about_ca_topic_score_gemma":0.0008387786,"teacher_disagreement_score":0.06755193,"about_ca_system_score_codex":0.00014903526,"about_ca_system_score_gemma":0.0003781157,"threshold_uncertainty_score":0.27831766},"labels":[],"label_agreement":null},{"id":"W4315648960","doi":"10.1017/ash.2022.373","title":"<i>Antimicrobial Stewardship and Healthcare Epidemiology</i> year in review, 2022: Celebrating successes while focusing on the future","year":2023,"lang":"en","type":"editorial","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"","keywords":"Stewardship (theology); Antimicrobial stewardship; Content (measure theory); Action (physics); Health care; Medicine; Library science; Public relations; Political science; Computer science; Microbiology; Biology","score_opus":0.03979194671397246,"score_gpt":0.32745461226244843,"score_spread":0.28766266554847597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315648960","genre_codex":"editorial","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006630468,0.18452968,0.000025813302,0.22622877,0.5759624,0.002958799,0.0030251485,0.0004837673,0.00015513407],"genre_scores_gemma":[0.04195232,0.53098905,0.0004995586,0.062937506,0.35148033,0.00023745983,0.009232164,0.000821306,0.0018502991],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96975684,0.017571809,0.0047416408,0.003527811,0.00028147426,0.004120421],"domain_scores_gemma":[0.96058756,0.03301473,0.0031833132,0.0021683562,0.000702866,0.00034315762],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.016755605,0.0019970916,0.006294881,0.0006670387,0.0017342592,0.00005236525,0.0019999624,0.0072264876,0.0001904113],"category_scores_gemma":[0.021409206,0.0015327444,0.00089764467,0.0012839248,0.0021133816,0.00020929224,0.0009911563,0.00988719,0.0008403424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005873997,0.00018144451,0.005319727,0.009165779,0.00031538575,0.00009787551,0.000281418,0.0000062095364,0.0005870697,0.0026912075,0.978449,0.0023174786],"study_design_scores_gemma":[0.0017752647,0.0009722465,0.00135744,0.022788277,0.00028404032,0.00011971826,0.000540479,0.000002474249,0.0005289654,0.000822203,0.9689432,0.0018656924],"about_ca_topic_score_codex":0.010766201,"about_ca_topic_score_gemma":0.016240602,"teacher_disagreement_score":0.34645936,"about_ca_system_score_codex":0.0005929092,"about_ca_system_score_gemma":0.0017816512,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W4317039039","doi":"10.21203/rs.3.rs-2248339/v1","title":"Mapping out a One Health model of antimicrobial resistance in the context of the Swedish food system: A literature scan","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; University of Guelph; University of Waterloo","funders":"Institute of Population and Public Health; Joint Programming Initiative on Antimicrobial Resistance; Institute of Infection and Immunity; National Science Foundation; Vetenskapsrådet; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Context (archaeology); Psychological intervention; Relevance (law); Computer science; Data science; Grey literature; Medicine; Risk analysis (engineering); Geography; MEDLINE; Political science","score_opus":0.09056047602633487,"score_gpt":0.342160858804692,"score_spread":0.2516003827783571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317039039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88320345,0.07547721,0.0005093965,0.02237299,0.0017867156,0.0071917716,0.007014435,0.00012926722,0.00231475],"genre_scores_gemma":[0.9954771,0.0013654476,0.00007290737,0.00007932536,0.000054364733,0.00004162205,0.0001516308,0.00003365736,0.0027239623],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.9954743,0.0021188024,0.0008069455,0.00056586624,0.00031937577,0.0007147303],"domain_scores_gemma":[0.9973575,0.00036453895,0.00046686616,0.0012871606,0.00049802865,0.00002594401],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031910206,0.00024958974,0.00080151623,0.00037323037,0.00032141138,0.00004137129,0.0014778166,0.00055084977,0.000004819458],"category_scores_gemma":[0.0002896702,0.0001547845,0.00029507026,0.0007532894,0.0007427103,0.000033186716,0.0009173014,0.0025549284,0.000016158041],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031799404,0.0026165133,0.00890496,0.21312502,0.0026836575,0.00008128168,0.32796305,0.0007465405,0.18917775,0.08625204,0.16434522,0.0009239989],"study_design_scores_gemma":[0.011872277,0.0015930554,0.07552097,0.6182994,0.0002145807,0.00006797992,0.20826244,0.0007812129,0.06420143,0.009411931,0.0071980096,0.0025766979],"about_ca_topic_score_codex":0.0006311864,"about_ca_topic_score_gemma":0.0065958397,"teacher_disagreement_score":0.4051744,"about_ca_system_score_codex":0.00021376339,"about_ca_system_score_gemma":0.0011514656,"threshold_uncertainty_score":0.9997462},"labels":[],"label_agreement":null},{"id":"W4317773685","doi":"10.1016/j.jcrc.2023.154257","title":"The effect of duration of antimicrobial treatment for bacteremia in critically ill patients on in-hospital mortality – Retrospective double center analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Bacteremia; Antimicrobial; Retrospective cohort study; Antibiotics; Blood culture; Internal medicine; Intensive care medicine; Microbiology","score_opus":0.008539763482738515,"score_gpt":0.3007893906355014,"score_spread":0.2922496271527629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317773685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986445,0.000098456134,0.000022107619,0.00047595426,0.00035398232,0.00019937473,0.00011299983,0.0000024516767,0.000090175854],"genre_scores_gemma":[0.9998723,0.000018283301,0.000012619795,0.000018674247,0.000018489158,0.000002153189,0.000036795955,0.000005294908,0.000015386548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896836,0.00013376017,0.00052780233,0.000114659924,0.000065359214,0.00019006731],"domain_scores_gemma":[0.9985614,0.00042123348,0.00012527657,0.00011066703,0.0007654467,0.000016009993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023094998,0.000095731484,0.00041663877,0.00015426382,0.000047059675,0.000006705882,0.00009321833,0.00011887509,0.000010045047],"category_scores_gemma":[0.0006769413,0.000057022902,0.00026766665,0.00023301314,0.00019020772,0.00005165275,0.000015256028,0.00013577635,0.0000019591719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023938406,0.0004720381,0.9880592,0.00021595617,0.000266429,0.000014121594,0.0005590431,0.000012357681,0.0071223993,0.000569895,0.00008381431,0.00023087002],"study_design_scores_gemma":[0.0043991134,0.0037016964,0.90321565,0.00010216146,0.00035362292,0.0000010717143,0.0005708716,0.0000038590083,0.087517105,0.00004195744,0.00002631234,0.0000665617],"about_ca_topic_score_codex":0.000033323107,"about_ca_topic_score_gemma":0.00018208816,"teacher_disagreement_score":0.08484357,"about_ca_system_score_codex":0.000119607954,"about_ca_system_score_gemma":0.00003147723,"threshold_uncertainty_score":0.23253265},"labels":[],"label_agreement":null},{"id":"W4317878676","doi":"10.1370/afm.21.s1.3677","title":"Identifying Virtual and In-Person Antibiotic Prescribing Behaviors Before and During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Cohort; Pandemic; Health care; Population; Context (archaeology); Respiratory tract infections; Cohort study; Pediatrics; Emergency medicine; Internal medicine; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Infectious disease (medical specialty)","score_opus":0.03449425905572251,"score_gpt":0.2827857412270041,"score_spread":0.2482914821712816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317878676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978224,0.0011872883,0.000031702002,0.00034027267,0.00019551584,0.00018497286,0.000006669158,0.00012634764,0.0001048461],"genre_scores_gemma":[0.99330395,0.0004638742,0.000007978828,0.0001571087,0.000013140459,0.000001519434,0.000010259658,0.000011913462,0.0060302685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911296,0.000087484266,0.00016028053,0.0002930504,0.000029787638,0.00031642747],"domain_scores_gemma":[0.9996608,0.00010970949,0.000043882534,0.0001463656,0.000007746532,0.000031513697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002960704,0.00012495888,0.00016463712,0.00011962142,0.0003995597,0.00003126659,0.00010801954,0.00014938712,0.000048949012],"category_scores_gemma":[0.000068358895,0.00008304861,0.000028251941,0.00018902538,0.00030031087,0.000088382454,0.00011740573,0.00023825973,0.00004609528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004439583,0.000014312764,0.7958452,0.000083619736,0.000033464734,0.000037274167,0.0031451008,0.0000041649223,0.19960205,0.00030029315,0.00019310485,0.00069699745],"study_design_scores_gemma":[0.0012131521,0.00005562963,0.98064554,0.000095826355,0.000040000825,0.0002653968,0.011446876,0.000017306498,0.005603593,0.000052183208,0.000385244,0.00017927977],"about_ca_topic_score_codex":0.00035889004,"about_ca_topic_score_gemma":0.0015585341,"teacher_disagreement_score":0.19399847,"about_ca_system_score_codex":0.000031269417,"about_ca_system_score_gemma":0.000025611916,"threshold_uncertainty_score":0.33866242},"labels":[],"label_agreement":null},{"id":"W4318302159","doi":"10.1016/s1473-3099(22)00832-5","title":"Efficacy and safety of antimicrobial stewardship prospective audit and feedback in patients hospitalised with COVID-19 (COVASP): a pragmatic, cluster-randomised, non-inferiority trial","year":2023,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Covenant Health; Alberta Health Services; Women and Children’s Health Research Institute; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Pneumonia; Antimicrobial stewardship; Prospective cohort study; Cluster randomised controlled trial; Audit; Emergency medicine; Randomized controlled trial; Intensive care medicine; Internal medicine; Antibiotics; Antibiotic resistance","score_opus":0.008332082540874709,"score_gpt":0.24694717845173608,"score_spread":0.23861509591086139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318302159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959297,0.00025084472,0.000040457555,0.0003591685,0.00022992735,0.0026030263,0.00025678246,0.000112323476,0.00021777189],"genre_scores_gemma":[0.99909794,0.00038837435,0.000005623685,0.00021977976,0.00006890083,0.000042102693,0.00008460469,0.00001755025,0.00007510286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864167,0.00031279496,0.0003240083,0.0003218413,0.000062844905,0.00033684395],"domain_scores_gemma":[0.9987319,0.00064490084,0.00022340806,0.000286761,0.00005901088,0.000054021828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033515392,0.00021434063,0.0006423409,0.000096633565,0.00025063322,0.000026042153,0.00013386294,0.00012305121,0.000022216658],"category_scores_gemma":[0.0005257688,0.00013674896,0.000060484694,0.00030047848,0.00059508084,0.000083595645,0.00011662371,0.00019634026,0.000015974028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20960376,0.00083105656,0.78382456,0.00057873945,0.00045622714,0.000008718477,0.00168138,0.00007062616,0.00051788223,0.00012353157,0.0019391574,0.00036438557],"study_design_scores_gemma":[0.2653925,0.0007908494,0.73263305,0.00018366819,0.00017032598,0.0000059880954,0.00012208369,0.000004656132,0.00018369201,0.0001539636,0.00016752901,0.00019164901],"about_ca_topic_score_codex":0.00019638846,"about_ca_topic_score_gemma":0.00020790333,"teacher_disagreement_score":0.055788767,"about_ca_system_score_codex":0.00005485847,"about_ca_system_score_gemma":0.00015924039,"threshold_uncertainty_score":0.5576461},"labels":[],"label_agreement":null},{"id":"W4318573527","doi":"10.3138/jammi-2022-0033","title":"The Alberta Telestewardship Network: Building a platform to enable capacity building in antimicrobial stewardship—results of an initial pilot study","year":2023,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Association of Medical Microbiology and Infectious Disease Canada; Covenant Health; Alberta Health Services; University of Alberta; Alberta Health; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; Association of Medical Microbiology and Infectious Disease Canada; University of Calgary; Alberta Health Services","keywords":"Telehealth; Usability; Outreach; Likert scale; Videoconferencing; Nursing; Focus group; Workflow; Telemedicine; Software deployment; Health care; Service (business); Session (web analytics); System usability scale; Business; Medical education; Medicine; Psychology; Computer science; Marketing; Multimedia","score_opus":0.012388765648891945,"score_gpt":0.2478614808543696,"score_spread":0.23547271520547766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318573527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99561846,0.00018896758,0.000006305001,0.0020749758,0.0017262823,0.00025981892,0.00007647073,0.000005860059,0.000042839652],"genre_scores_gemma":[0.9992906,0.000083145635,0.0000061285887,0.00034100248,0.00013015665,0.0000018551777,0.0000074050745,0.000008935176,0.00013078206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768555,0.00069948036,0.000872563,0.00017304615,0.00015431712,0.0004150307],"domain_scores_gemma":[0.9973148,0.0013243409,0.0008812301,0.00018258387,0.00018956092,0.000107462605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029541757,0.00014772991,0.00045540108,0.00010481677,0.00032882992,0.000013037753,0.00046171003,0.00018156481,0.000010803769],"category_scores_gemma":[0.0032613901,0.00009211245,0.0000832735,0.00040105186,0.0001817708,0.00007418241,0.00017194,0.0005624889,8.621029e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009086907,0.0028873342,0.70024,0.00031110493,0.0031217772,0.00015449256,0.0023216715,0.0030836572,0.1863905,0.0018483135,0.08728505,0.003269191],"study_design_scores_gemma":[0.025992949,0.006623458,0.8845353,0.0021644675,0.0008794666,0.00044056334,0.002383042,0.00007557686,0.040845837,0.0015847806,0.033494998,0.0009795561],"about_ca_topic_score_codex":0.06991787,"about_ca_topic_score_gemma":0.53532296,"teacher_disagreement_score":0.4654051,"about_ca_system_score_codex":0.00025132883,"about_ca_system_score_gemma":0.001147258,"threshold_uncertainty_score":0.9362756},"labels":[],"label_agreement":null},{"id":"W4318677392","doi":"10.1016/s2666-5247(22)00355-x","title":"Antimicrobial resistance in patients with COVID-19: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"The Lancet Microbe","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":165,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Public Health; Calgary Laboratory Services; University of Calgary; Alberta Health Services; University of Ottawa; Toronto Public Health; North York General Hospital; Sunnybrook Health Science Centre; Ottawa Hospital; University Health Network; Health Sciences Centre; University of Toronto; Public Health Ontario","funders":"World Health Organization","keywords":"Coronavirus disease 2019 (COVID-19); Meta-analysis; Antimicrobial; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Microbiology; Biology; Internal medicine; Infectious disease (medical specialty)","score_opus":0.07304096028358932,"score_gpt":0.32281515713591347,"score_spread":0.24977419685232416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318677392","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000036594697,0.99485624,0.00001936988,0.000817065,0.000051224608,0.003257372,0.00084868027,0.000078135585,0.00006826901],"genre_scores_gemma":[0.000012352055,0.98782855,0.00004661685,0.003080457,0.000014052852,0.00013097691,0.0004594655,0.000058352893,0.008369152],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9961142,0.0014214369,0.0011142765,0.00071255455,0.000070148606,0.00056739297],"domain_scores_gemma":[0.99702877,0.0005978287,0.00097047555,0.0012979483,0.00006174397,0.000043222462],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012220007,0.0006259889,0.010312631,0.00027638467,0.00021691536,0.000041401534,0.00085521274,0.00035404187,0.00016779378],"category_scores_gemma":[0.0002454966,0.00029334836,0.0010689652,0.0014808535,0.00035263586,0.000042970987,0.00023793215,0.00065966643,0.00035297146],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002808976,0.000051201987,0.000014271287,0.8739412,0.11195975,0.00001601281,0.000083501625,2.2739493e-7,4.1936207e-7,0.00010814928,0.013781374,0.000015831485],"study_design_scores_gemma":[0.00047313096,0.000015058697,0.000012166066,0.051917497,0.7091406,0.000014721672,0.00000804667,7.1523334e-9,4.063113e-7,0.0000100018115,0.23799494,0.00041343487],"about_ca_topic_score_codex":0.000062047235,"about_ca_topic_score_gemma":0.0009312312,"teacher_disagreement_score":0.8220237,"about_ca_system_score_codex":0.00009706182,"about_ca_system_score_gemma":0.00019508324,"threshold_uncertainty_score":0.99995184},"labels":[],"label_agreement":null},{"id":"W4319812480","doi":"10.1111/tid.13961","title":"Antimicrobial stewardship in solid organ transplant—Opportunities in the National Health Service","year":2023,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Antimicrobial stewardship; Medicine; Intensive care medicine; Incentive; Antibiotic resistance; Antimicrobial; Stewardship (theology); Population; Infection control; Government (linguistics); Environmental health; Antibiotics; Political science","score_opus":0.03869270722905602,"score_gpt":0.27679077735709345,"score_spread":0.23809807012803744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319812480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99122864,0.0004950086,0.000033655306,0.005512709,0.00033782053,0.00039977473,0.00094932393,0.0001709803,0.0008720902],"genre_scores_gemma":[0.99278694,0.0018083004,0.0000010423798,0.0040792334,0.00003917824,0.000017599856,0.0009852786,0.000018539295,0.0002638819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837375,0.00037788437,0.00036960514,0.00027827686,0.00009411801,0.0005063822],"domain_scores_gemma":[0.99953294,0.00017289665,0.000064793254,0.00014134347,0.000039211238,0.000048793667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005506,0.00019992013,0.00026220718,0.0002986261,0.00021522073,0.000020812744,0.0002388847,0.00012401184,0.00010678557],"category_scores_gemma":[0.000010365645,0.00015549283,0.00007831437,0.00057826913,0.000103909064,0.00008868154,0.000009242519,0.00033912112,0.00031130272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004268163,0.0052562254,0.8193631,0.0053780503,0.0006278,0.0035007324,0.07871218,0.0027529602,0.03809766,0.010890208,0.028584354,0.0025685239],"study_design_scores_gemma":[0.007211419,0.00021394307,0.97800976,0.0016902528,0.00010690309,0.00040333814,0.0020473774,0.0000989283,0.0016473492,0.0010486605,0.006615271,0.000906783],"about_ca_topic_score_codex":0.0006101997,"about_ca_topic_score_gemma":0.0049394225,"teacher_disagreement_score":0.15864664,"about_ca_system_score_codex":0.000052477233,"about_ca_system_score_gemma":0.00041956393,"threshold_uncertainty_score":0.63408136},"labels":[],"label_agreement":null},{"id":"W4320016388","doi":"10.1016/j.imu.2023.101183","title":"The effect of digital antimicrobial stewardship programmes on antimicrobial usage, length of stay, mortality and cost","year":2023,"lang":"en","type":"article","venue":"Informatics in Medicine Unlocked","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Antimicrobial stewardship; Antimicrobial; Medicine; Audit; Guideline; Scale (ratio); Antibiotic resistance; Family medicine; Business; Geography; Biology; Accounting","score_opus":0.020907145442407467,"score_gpt":0.3000915205357631,"score_spread":0.27918437509335564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320016388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99727607,0.00014826958,0.00002708602,0.00021252185,0.00041788787,0.00062493555,0.00006569262,0.00003781244,0.0011897282],"genre_scores_gemma":[0.99913776,0.00037006385,0.000016461281,0.000042039766,0.000022750959,0.0000040230725,0.00010043259,0.000009958395,0.00029649067],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985069,0.00011256394,0.000821544,0.00011301468,0.000101321115,0.0003446821],"domain_scores_gemma":[0.99833924,0.0009363703,0.00033989758,0.00030559395,0.00005644169,0.000022489367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010675902,0.00019086504,0.00053170836,0.0001781435,0.000113692644,0.000013207332,0.0002542976,0.00017024306,0.000007981534],"category_scores_gemma":[0.00053819426,0.00010901139,0.000060072143,0.00037023574,0.0013029493,0.000092827904,0.00010762318,0.0002987108,0.000021888049],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050965613,0.00060989754,0.70246613,0.0069005163,0.002168041,0.000059911006,0.025105214,0.00018251772,0.07822207,0.0029640973,0.06479253,0.11143254],"study_design_scores_gemma":[0.037498724,0.010975498,0.17349288,0.0072694398,0.00071566645,0.0001486568,0.013752886,0.00067221175,0.7121405,0.00039773557,0.041504942,0.0014308554],"about_ca_topic_score_codex":0.000071470065,"about_ca_topic_score_gemma":0.000047555997,"teacher_disagreement_score":0.63391846,"about_ca_system_score_codex":0.000017069035,"about_ca_system_score_gemma":0.000042657615,"threshold_uncertainty_score":0.48007712},"labels":[],"label_agreement":null},{"id":"W4320077632","doi":"10.2196/37863","title":"ePrescribing-Based Antimicrobial Stewardship Practices in an English National Health Service Hospital: Qualitative Interview Study Among Medical Prescribers and Pharmacists","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Programme Grants for Applied Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Antimicrobial stewardship; Psychological intervention; Medicine; Qualitative research; Health care; Nursing; Population; Public health; Public relations; Antibiotic resistance; Political science; Environmental health; Sociology","score_opus":0.16372812385003194,"score_gpt":0.49525912784873344,"score_spread":0.3315310039987015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320077632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943724,0.0003457644,0.000013933779,0.002971969,0.00032719964,0.0014428066,0.000121454315,0.00011656304,0.00028788348],"genre_scores_gemma":[0.99883956,0.00014715486,0.000013840773,0.0003839613,0.000045496494,0.000120451856,0.00026263215,0.000023545916,0.00016337256],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9922218,0.005356429,0.0005942752,0.00052045006,0.00052890775,0.00077813846],"domain_scores_gemma":[0.9972343,0.0012462769,0.00032793486,0.00023037744,0.0008301679,0.00013097099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010165761,0.00021747238,0.00041118477,0.00058976025,0.00043711043,0.000093525916,0.0005328704,0.00018683296,0.00014150089],"category_scores_gemma":[0.00082788634,0.00018443946,0.000048450576,0.0011826999,0.0005906604,0.00089070905,0.00034841098,0.0012896789,0.0001577915],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008523902,0.004632282,0.053120017,0.0015778756,0.00036033784,0.00009312472,0.89866906,0.00002164896,0.00070874585,0.00021299472,0.037207916,0.002543581],"study_design_scores_gemma":[0.015258236,0.005659008,0.40864962,0.002355503,0.000023508774,0.000017752513,0.55922973,0.0022292184,0.0023192312,0.0003076013,0.0029432885,0.001007301],"about_ca_topic_score_codex":0.0005285872,"about_ca_topic_score_gemma":0.0018390213,"teacher_disagreement_score":0.3555296,"about_ca_system_score_codex":0.00016189212,"about_ca_system_score_gemma":0.0006728318,"threshold_uncertainty_score":0.7521223},"labels":[],"label_agreement":null},{"id":"W4320492066","doi":"10.3390/antibiotics12020377","title":"Overruling of Procalcitonin-Guided Antibiotics for Lower Respiratory Tract Infections in Primary Care: Ancillary Study of a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Eurostars; European Society of Clinical Microbiology and Infectious Diseases; Canadian Institutes of Health Research; Fondation Leenaards; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Canada Research Chairs","keywords":"Procalcitonin; Medicine; Antibiotics; Respiratory tract infections; Randomized controlled trial; Intensive care medicine; Respiratory tract; Internal medicine; Respiratory system; Microbiology; Sepsis; Biology","score_opus":0.022197383924474602,"score_gpt":0.29302266461070847,"score_spread":0.27082528068623385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320492066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98849994,0.0015716469,0.00018309597,0.000023393695,0.0016819453,0.007380292,0.00004477082,0.000081533006,0.00053340866],"genre_scores_gemma":[0.9990231,0.00033943827,0.000107008884,0.0000476377,0.00007258143,0.000004123633,0.000060615024,0.000038673767,0.00030685053],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99676734,0.00053059874,0.0017213618,0.000403029,0.00013274689,0.00044490126],"domain_scores_gemma":[0.99680966,0.0016362816,0.0007666823,0.00042543435,0.0003365051,0.00002540772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016865282,0.0002947519,0.0024397774,0.0004811055,0.00013937325,0.000010572921,0.00022560715,0.0004332471,0.000010135621],"category_scores_gemma":[0.0011474112,0.0002336844,0.00059354823,0.000651149,0.00037720177,0.00007409003,0.000081547776,0.00029226224,0.000012026456],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.82615733,0.009886357,0.03104789,0.0010624484,0.0018119309,0.000036414945,0.0031830866,0.0005630949,0.12457093,0.0006714134,0.00077341317,0.00023570949],"study_design_scores_gemma":[0.9625202,0.0031082125,0.004670069,0.00037224902,0.0006143697,0.0000042156644,0.0019191438,0.00006112245,0.02623641,0.000038452294,0.00016371749,0.00029186605],"about_ca_topic_score_codex":0.0000496048,"about_ca_topic_score_gemma":0.00005651302,"teacher_disagreement_score":0.13636287,"about_ca_system_score_codex":0.00005829062,"about_ca_system_score_gemma":0.0003583386,"threshold_uncertainty_score":0.95293736},"labels":[],"label_agreement":null},{"id":"W4321384231","doi":"10.2196/45121","title":"Technology, Training, and Task Shifting at the World’s Largest Mass Gathering in 2025: An Opportunity for Antibiotic Stewardship in India","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Harvard University; UNICEF","keywords":"Antibiotic resistance; Antimicrobial stewardship; Stewardship (theology); Task (project management); Resistance (ecology); Antibiotics; Medicine; Tipping point (physics); Business; Political science; Biology; Politics; Economics; Ecology; Engineering; Microbiology; Management","score_opus":0.048781763770836435,"score_gpt":0.31384067842129615,"score_spread":0.2650589146504597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321384231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843031,0.0038257423,0.000013280659,0.010349737,0.00017945206,0.00066716794,0.000060983344,0.000109328204,0.0004911909],"genre_scores_gemma":[0.99667186,0.0008084517,0.00003853189,0.00069206714,0.000023295433,0.000031686715,0.000121828394,0.000019689505,0.0015925912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978958,0.00036180374,0.00039722872,0.00042533455,0.000039303828,0.00088058034],"domain_scores_gemma":[0.99910444,0.00034890938,0.00014602378,0.0002517111,0.000027005812,0.00012191036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027070837,0.00017384865,0.00040581913,0.00040113038,0.00037275587,0.000034312467,0.00018409091,0.00022941393,0.000017491562],"category_scores_gemma":[0.0003224217,0.00013486725,0.00002583166,0.00086415967,0.00031171672,0.00009403145,0.00010057198,0.0004028017,0.000009182374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056450004,0.00006260264,0.96248627,0.00025766215,0.000019589479,0.000013827315,0.0025883492,8.332831e-7,0.0008436329,0.0013728398,0.00086850894,0.03142943],"study_design_scores_gemma":[0.0016556144,0.00021852,0.9101221,0.000107450345,6.0266126e-7,0.000022346956,0.006593491,0.00008874861,0.000035430974,0.00026679074,0.08062249,0.00026643727],"about_ca_topic_score_codex":0.0000939481,"about_ca_topic_score_gemma":0.006800554,"teacher_disagreement_score":0.07975398,"about_ca_system_score_codex":0.00006307314,"about_ca_system_score_gemma":0.00035565335,"threshold_uncertainty_score":0.54997265},"labels":[],"label_agreement":null},{"id":"W4321607820","doi":"10.1371/journal.pgph.0001579","title":"Community purchases of antimicrobials during the COVID-19 pandemic in Uganda: An increased risk for antimicrobial resistance","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Azithromycin; Medicine; Ciprofloxacin; Erythromycin; Pharmacy; Pandemic; Antibiotics; Internal medicine; Coronavirus disease 2019 (COVID-19); Family medicine","score_opus":0.08205102771159725,"score_gpt":0.33567717043500056,"score_spread":0.25362614272340334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321607820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98942554,0.0008386155,0.00017794312,0.005169979,0.00019899529,0.0009562042,0.0029150678,0.00022215946,0.00009550319],"genre_scores_gemma":[0.9961877,0.0010321572,0.00009011638,0.0019431247,0.000036939426,0.00001940229,0.00047973118,0.000020214398,0.00019059861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954489,0.0024224909,0.00076100684,0.00036559024,0.000076621574,0.00092538766],"domain_scores_gemma":[0.9978978,0.0006532203,0.00049654586,0.00068484567,0.00011818712,0.00014938133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035632516,0.00023464115,0.0006265062,0.00016018716,0.0012062755,0.000033246906,0.0007230755,0.00025811172,0.000035471945],"category_scores_gemma":[0.0019306467,0.00018198899,0.00012184374,0.000887215,0.0005715787,0.00015713739,0.00017325561,0.00052097236,0.000028610344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00244682,0.0028638232,0.76562494,0.004471954,0.00062638416,0.000015780888,0.0061135967,0.000080336016,0.15791436,0.0025352298,0.056402788,0.00090400496],"study_design_scores_gemma":[0.018323164,0.000914818,0.87249106,0.0008482747,0.00013142123,0.00015570088,0.0073444312,0.00005076315,0.012591551,0.0017754604,0.08412542,0.0012479067],"about_ca_topic_score_codex":0.007949616,"about_ca_topic_score_gemma":0.016269794,"teacher_disagreement_score":0.14532281,"about_ca_system_score_codex":0.00039646777,"about_ca_system_score_gemma":0.0012567642,"threshold_uncertainty_score":0.9986565},"labels":[],"label_agreement":null},{"id":"W4322487086","doi":"10.1038/s41429-023-00601-6","title":"Persistence of resistance: a panel data analysis of the effect of antibiotic usage on the prevalence of resistance","year":2023,"lang":"en","type":"article","venue":"The Journal of Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Novo Nordisk Fonden","keywords":"Persistence (discontinuity); Resistance (ecology); Antibiotic resistance; Antibiotics; Microbiology; Biology; Medicine; Ecology","score_opus":0.04006715955682222,"score_gpt":0.26901868541992063,"score_spread":0.22895152586309842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322487086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99261403,0.0052860635,0.00007212514,0.00061934046,0.00033396788,0.00025605838,0.00043970448,0.000006469893,0.00037223485],"genre_scores_gemma":[0.99269694,0.004035462,0.00004689065,0.00002568616,0.000019042116,1.1619905e-8,0.000006772235,0.000015556168,0.003153667],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967812,0.0011774662,0.0011595081,0.00022892843,0.00034924678,0.00030366937],"domain_scores_gemma":[0.99277484,0.0026214756,0.0023870727,0.0018822232,0.00031340137,0.000020997662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003829941,0.00022849166,0.00095975207,0.0002630299,0.00018762799,0.0000058654405,0.0026303078,0.00017679509,0.000045231136],"category_scores_gemma":[0.0011047623,0.000103934864,0.00047846776,0.001970233,0.0018115392,0.00007875385,0.0003440345,0.0004742444,0.0000055814116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031805173,0.00031891954,0.07640141,0.0037709307,0.0057740463,0.00001275951,0.0024104188,0.000680921,0.8997466,0.00083807285,0.0067089074,0.00015651676],"study_design_scores_gemma":[0.00071437424,0.0006140596,0.25326,0.0026908554,0.0054824464,0.00001238234,0.0015121524,0.00007889866,0.7352138,0.00004604696,0.00023210657,0.00014286135],"about_ca_topic_score_codex":0.000018988598,"about_ca_topic_score_gemma":0.000072036026,"teacher_disagreement_score":0.17685856,"about_ca_system_score_codex":0.000020925185,"about_ca_system_score_gemma":0.00013095202,"threshold_uncertainty_score":0.6674692},"labels":[],"label_agreement":null},{"id":"W4322733383","doi":"10.24018/ejmed.2023.5.1.1570","title":"Qualitative Assessment of Knowledge, Perception and Experience of Physicians about Antimicrobial Stewardship in Nigeria during COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"European Journal of Medical and Health Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Health Authority; Western University; University of Saskatchewan","funders":"","keywords":"Antimicrobial stewardship; Thematic analysis; Medicine; Pandemic; Stewardship (theology); Government (linguistics); Family medicine; Health care; Qualitative research; Nursing; Perception; Medical prescription; Medical education; Antibiotic resistance; Psychology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Political science; Politics; Antibiotics","score_opus":0.09272659425902645,"score_gpt":0.44951718758658715,"score_spread":0.3567905933275607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322733383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99548143,0.0018429479,0.00019868837,0.0020921237,0.00021528376,0.000050720882,0.000004303571,0.000005070749,0.00010945745],"genre_scores_gemma":[0.9932532,0.0063252114,0.000111168665,0.0002201224,0.00003112165,1.4550979e-7,8.63648e-7,0.000002730747,0.00005545471],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981254,0.00086517486,0.0005540089,0.00013575476,0.00013204271,0.00018761854],"domain_scores_gemma":[0.9992901,0.00017857722,0.00038372527,0.000040347608,0.000038262435,0.00006897724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005567216,0.000065387176,0.00029505292,0.00015581615,0.00018407214,0.0000057881016,0.00018745134,0.000036150905,0.000034559005],"category_scores_gemma":[0.00016918521,0.000045087832,0.00002974452,0.00025210358,0.0012942103,0.000067485154,0.00006698665,0.00021254279,0.0000018522408],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021272241,0.00042551156,0.40375164,0.0019988636,0.000059867165,0.0000876093,0.42121786,0.000023183755,0.1499251,0.0005380786,0.0016140287,0.02014555],"study_design_scores_gemma":[0.0013208905,0.00060282846,0.9384629,0.0013012431,0.000004270095,0.00010455252,0.05741102,0.0000190579,0.00029747759,0.000033642187,0.00036951914,0.00007256278],"about_ca_topic_score_codex":0.00004815641,"about_ca_topic_score_gemma":0.00007473,"teacher_disagreement_score":0.5347113,"about_ca_system_score_codex":0.000021636077,"about_ca_system_score_gemma":0.0003958992,"threshold_uncertainty_score":0.47685722},"labels":[],"label_agreement":null},{"id":"W4322769556","doi":"10.1186/s40545-023-00543-2","title":"Scoping of pharmacists’ health leadership training needs for effective antimicrobial stewardship in Africa","year":2023,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Antimicrobial stewardship; Pharmacy; Stewardship (theology); Medicine; Training (meteorology); Medical education; Nursing; Political science; Microbiology; Geography; Biology; Antibiotics; Antibiotic resistance; Politics","score_opus":0.2483769436539269,"score_gpt":0.45284314589154584,"score_spread":0.20446620223761894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322769556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7729496,0.061124943,0.004844359,0.1458499,0.004037566,0.0038322546,0.00022197669,0.00013013436,0.00700929],"genre_scores_gemma":[0.9952297,0.002235133,0.00029952274,0.001777293,0.00022534555,0.0000027466947,0.000003089918,0.000014745671,0.00021242618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978984,0.00079277356,0.00060816866,0.0001282452,0.0000657854,0.0005066487],"domain_scores_gemma":[0.994404,0.0048215818,0.0005190865,0.00006407916,0.00011507635,0.000076184675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032819565,0.00013738843,0.00048809973,0.0005086752,0.00011970504,0.00001451814,0.00013478046,0.00013309994,0.000014839484],"category_scores_gemma":[0.0026442334,0.000116764066,0.0001156231,0.0005905068,0.00024345184,0.00026190354,0.000036228586,0.0005696167,0.000008651187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018948488,0.0009696103,0.00046272663,0.006760643,0.0013691682,0.00013651754,0.049659256,0.0001291978,0.7709124,0.0062629306,0.015313093,0.12907597],"study_design_scores_gemma":[0.06347091,0.0074455887,0.0049866294,0.016432669,0.0016480677,0.008458959,0.06157977,0.0003595041,0.52432,0.0027552096,0.3066808,0.001861907],"about_ca_topic_score_codex":0.000013526198,"about_ca_topic_score_gemma":0.0000018025321,"teacher_disagreement_score":0.29136768,"about_ca_system_score_codex":0.000054086795,"about_ca_system_score_gemma":0.00040502672,"threshold_uncertainty_score":0.47615004},"labels":[],"label_agreement":null},{"id":"W4323037203","doi":"10.5770/cgj.26.631","title":"Self-Medication Practices, Use of Brand-Name, and Over-the-Counter Medicines by Peruvian Older Adults","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Poisson regression; Medical prescription; Confidence interval; Over-the-counter; Brand names; Self-medication; Demography; Cross-sectional study; Family medicine; Environmental health; Internal medicine; Advertising; Population; Pharmacology","score_opus":0.007898390681837956,"score_gpt":0.2292809891333398,"score_spread":0.22138259845150185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323037203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805372,0.012857211,0.000046129975,0.0049384516,0.0011938076,0.0001776256,0.000088552995,0.000021706845,0.00013930899],"genre_scores_gemma":[0.9887609,0.00890147,0.000049400736,0.00072226906,0.00016427586,0.0000015361217,0.000057069232,0.000015479294,0.0013276325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909633,0.00010548275,0.0002798809,0.00014702242,0.00006623448,0.00030502392],"domain_scores_gemma":[0.99900067,0.00021149068,0.0004132651,0.0001493561,0.00010399023,0.00012123927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041650917,0.00010586132,0.00016420866,0.00021473455,0.00030904807,0.000041578336,0.000159535,0.0001866905,0.00023657366],"category_scores_gemma":[0.00030274622,0.000073768366,0.00004180873,0.00025685516,0.00014725997,0.00016171928,0.000017402857,0.00033937074,0.000043952135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103599865,0.000050218143,0.07985797,0.00015632219,0.00033509926,0.00007356733,0.004630027,8.961101e-7,0.0023460288,0.0001024254,0.90564126,0.0067026047],"study_design_scores_gemma":[0.0017616008,0.000088246336,0.19518067,0.00015002827,0.00016623636,0.0005323807,0.0012965588,0.00004568997,0.00026154696,0.000028881981,0.8003012,0.00018696646],"about_ca_topic_score_codex":0.006313736,"about_ca_topic_score_gemma":0.008698585,"teacher_disagreement_score":0.11532271,"about_ca_system_score_codex":0.000052925137,"about_ca_system_score_gemma":0.00037183252,"threshold_uncertainty_score":0.9544523},"labels":[],"label_agreement":null},{"id":"W4323294426","doi":"10.1097/cnj.0000000000001058","title":"The Christian Nurse's Role in Antibiotic Stewardship","year":2023,"lang":"en","type":"article","venue":"Journal of Christian Nursing","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Antibiotic Stewardship; Stewardship (theology); Antibiotic resistance; Nursing; Health professionals; Resistance (ecology); Health care; Antibiotics; Medicine; Key (lock); Public relations; Political science; Microbiology; Politics","score_opus":0.008797334518562527,"score_gpt":0.25998793517717605,"score_spread":0.25119060065861354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323294426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9616712,0.027359188,0.0000965973,0.0042099706,0.0033824798,0.00012749001,0.000005776649,0.000043593103,0.0031037424],"genre_scores_gemma":[0.9980613,0.0005591293,0.00004134744,0.000045541936,0.00017356359,1.8888466e-7,0.0000042705433,0.000020112566,0.0010945627],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985076,0.00020019602,0.0005703447,0.0001479055,0.000090668356,0.00048325068],"domain_scores_gemma":[0.9990507,0.0002447346,0.00036160124,0.00021442102,0.00008772394,0.000040842573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078932,0.00015024678,0.00032512826,0.00024791854,0.00032460658,0.000045082317,0.0003694202,0.00017918836,0.0000261627],"category_scores_gemma":[0.00018251623,0.00010027942,0.00014528571,0.00047042483,0.00038911751,0.00009380013,0.000015186771,0.0005752402,0.00020749477],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028022649,0.0012928976,0.039288595,0.00024395811,0.00086794083,0.0016239277,0.024675505,0.0004019796,0.39586854,0.005734086,0.30236405,0.22483626],"study_design_scores_gemma":[0.007153403,0.0013482581,0.67326933,0.0082411505,0.00033559304,0.002292374,0.09664321,0.0001851634,0.078567944,0.0058514313,0.12507269,0.0010394945],"about_ca_topic_score_codex":0.000040186413,"about_ca_topic_score_gemma":0.000025370657,"teacher_disagreement_score":0.6339807,"about_ca_system_score_codex":0.000094405026,"about_ca_system_score_gemma":0.00016771478,"threshold_uncertainty_score":0.40892762},"labels":[],"label_agreement":null},{"id":"W4323642543","doi":"10.1017/jme.2022.75","title":"A Pandemic Instrument Can Start Turning Collective Problems into Collective Solutions by Governing the Common-Pool Resource of Antimicrobial Effectiveness","year":2022,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Novo Nordisk Fonden; Novo Nordisk; Public Health Agency; Public Health Agency of Canada; University of Cambridge; Wellcome Trust; York University; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Pandemic; Resource (disambiguation); Coronavirus disease 2019 (COVID-19); Computer science; Medicine","score_opus":0.040764436500346675,"score_gpt":0.2870752564154143,"score_spread":0.24631081991506765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323642543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769577,0.008389797,0.001172362,0.010591456,0.00082519714,0.0007255846,0.000092946495,0.000019057748,0.001225901],"genre_scores_gemma":[0.9977991,0.0002874801,0.0000112318585,0.0011367246,0.000060042163,0.000006387383,0.000014904018,0.000019394101,0.00066472875],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945567,0.0040564844,0.00064091425,0.00014582227,0.00027639378,0.0003236858],"domain_scores_gemma":[0.9934879,0.004962804,0.0009866288,0.00023823178,0.00029368416,0.000030729956],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0067768274,0.00019131807,0.0005683151,0.000076663906,0.0024984772,0.0000069604685,0.0005823999,0.00017569377,0.00006841716],"category_scores_gemma":[0.00057545677,0.000105928324,0.00011290385,0.00041456398,0.0017341636,0.000045183235,0.00026731082,0.0034796705,0.0000013914591],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033962214,0.00034325826,0.0026290754,0.00023306349,0.0016446282,0.000013380381,0.18798535,0.004032859,0.77915394,0.0018330899,0.018433703,0.00030142858],"study_design_scores_gemma":[0.03640396,0.021858238,0.01012898,0.01062996,0.0056367023,0.006376635,0.21795414,0.00025684788,0.27337548,0.012344717,0.4032445,0.0017898194],"about_ca_topic_score_codex":0.0019085743,"about_ca_topic_score_gemma":0.0007460089,"teacher_disagreement_score":0.50577843,"about_ca_system_score_codex":0.0006070539,"about_ca_system_score_gemma":0.0009801873,"threshold_uncertainty_score":0.99881935},"labels":[],"label_agreement":null},{"id":"W4323642620","doi":"10.1017/jme.2022.80","title":"Governance Processes and Challenges for Reservation of Antimicrobials Exclusively for Human Use and Restriction of Antimicrobial Use in Animals","year":2022,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"World Health Organization","keywords":"Antimicrobial; Reservation; Corporate governance; Antimicrobial stewardship; Biology; Microbiology; Business; Political science; Antibiotic resistance; Antibiotics; Law","score_opus":0.20187672547795615,"score_gpt":0.35003766801352726,"score_spread":0.1481609425355711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323642620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790474,0.012485697,0.0002492554,0.0076380055,0.0001502744,0.0003214896,0.00009695451,0.000002368879,0.000008557747],"genre_scores_gemma":[0.97648436,0.02296813,0.00020220288,0.00021766195,0.00004001816,0.0000014602418,0.000005745394,0.00000951911,0.00007089933],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988472,0.0002962283,0.00056294625,0.00009843302,0.00007513748,0.000120081706],"domain_scores_gemma":[0.9961693,0.0022883418,0.00093594374,0.00009800417,0.0004991842,0.000009197144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002413931,0.0000890656,0.0003797908,0.000067721114,0.00025170308,0.0000047882727,0.00014273995,0.00012634524,0.0000031906438],"category_scores_gemma":[0.0015722526,0.000060165923,0.00002978307,0.00009853299,0.0005439644,0.00019350958,0.00006130777,0.0004025647,1.5487721e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020142314,0.00010822788,0.0014805165,0.0013993,0.00009539253,0.000001751573,0.0070323213,0.000024770055,0.96434695,0.022683198,0.0007332511,0.00008008332],"study_design_scores_gemma":[0.023926917,0.013693662,0.16715416,0.008313166,0.00134065,0.0007918854,0.011788656,0.000013559912,0.70103306,0.010469809,0.060842924,0.00063152873],"about_ca_topic_score_codex":0.00037082925,"about_ca_topic_score_gemma":0.00070208556,"teacher_disagreement_score":0.2633139,"about_ca_system_score_codex":0.000018282606,"about_ca_system_score_gemma":0.00010930727,"threshold_uncertainty_score":0.24534951},"labels":[],"label_agreement":null},{"id":"W4323642626","doi":"10.1017/jme.2022.101","title":"Adopting a Global AMR Target within the Pandemic Instrument Will Act as a Catalyst for Action","year":2022,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Wellcome Trust","keywords":"Preparedness; Pandemic; Action (physics); Global health; Coronavirus disease 2019 (COVID-19); Global strategy; Process (computing); Political science; Risk analysis (engineering); Process management; Business; Public relations; Global challenges; Politics; Computer science; Medicine; Disease; Infectious disease (medical specialty); Economic policy; Health care; Marketing","score_opus":0.07319873629519136,"score_gpt":0.3508129540890265,"score_spread":0.27761421779383516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323642626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89576596,0.013986352,0.0030389687,0.07963895,0.005320853,0.00059361645,0.00004131629,0.000037552014,0.001576445],"genre_scores_gemma":[0.9944627,0.0004018184,0.000106476,0.0043089204,0.00023348433,0.0000024563958,0.000011515307,0.000009415262,0.00046317396],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983635,0.00067427364,0.0004788232,0.00009125236,0.00018533677,0.00020682969],"domain_scores_gemma":[0.9980208,0.00089823676,0.0007079388,0.0001968627,0.00015266362,0.000023451983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005063076,0.00012209092,0.0002710555,0.000024129351,0.0011441018,0.0000057380425,0.00044949976,0.00014036059,0.000110128094],"category_scores_gemma":[0.0005000223,0.000057069075,0.00009433143,0.00012450459,0.0005974185,0.0000714755,0.00009504885,0.0019098814,0.000004818514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023586603,0.0011102158,0.009999446,0.0008610668,0.007149675,0.00014796031,0.23170233,0.0051529626,0.32465276,0.32401228,0.055536903,0.01608778],"study_design_scores_gemma":[0.007089051,0.0048151664,0.0010464742,0.0007611517,0.0014639341,0.008576104,0.072359495,0.000044392295,0.0063149463,0.015487195,0.8816911,0.0003510029],"about_ca_topic_score_codex":0.0004093263,"about_ca_topic_score_gemma":0.00026635552,"teacher_disagreement_score":0.8261542,"about_ca_system_score_codex":0.00013901049,"about_ca_system_score_gemma":0.0003443301,"threshold_uncertainty_score":0.8799622},"labels":[],"label_agreement":null},{"id":"W4323642633","doi":"10.1017/jme.2022.79","title":"Using the International Pandemic Instrument to Revitalize the Innovation Ecosystem for Antimicrobial R&amp;D","year":2022,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research; Novo Nordisk Fonden; Novo Nordisk; Public Health Agency; Public Health Agency of Canada; University of Cambridge; Government of Canada; Wellcome Trust","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Antimicrobial; Ecosystem; Medicine; Ecology; Microbiology; Biology; Infectious disease (medical specialty)","score_opus":0.1946031943511072,"score_gpt":0.3881048052368267,"score_spread":0.19350161088571952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323642633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8415005,0.0015001785,0.0090521285,0.14189029,0.0051177535,0.00048374437,0.00003765863,0.000009541385,0.00040820194],"genre_scores_gemma":[0.98677707,0.00018272697,0.0001192525,0.012034018,0.00037180155,0.0000020400446,0.0000107375645,0.000009740694,0.0004926223],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853086,0.0005321863,0.00054900744,0.00007301962,0.0001676315,0.00014730929],"domain_scores_gemma":[0.9979418,0.0009602415,0.0005400397,0.00019802182,0.00035080436,0.000009107205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006628212,0.00009093158,0.00019342503,0.00005876679,0.00096801814,0.000009842667,0.000689932,0.00007865188,0.000110957415],"category_scores_gemma":[0.00046870456,0.00003784514,0.000058552112,0.0001971922,0.00025410947,0.000038387512,0.00014484867,0.0011380486,0.0000038309936],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015242096,0.00009159733,0.00033165986,0.0000924037,0.0007486853,0.000003728707,0.031517636,0.0010764261,0.81973416,0.084579386,0.059218828,0.0010812554],"study_design_scores_gemma":[0.0015071247,0.00038271144,0.00007305763,0.0004510025,0.0002661417,0.0015607049,0.0072737113,0.00002201092,0.0059154998,0.0014093178,0.98103887,0.00009981951],"about_ca_topic_score_codex":0.00007721272,"about_ca_topic_score_gemma":0.0001337151,"teacher_disagreement_score":0.92182004,"about_ca_system_score_codex":0.00010582563,"about_ca_system_score_gemma":0.00017418168,"threshold_uncertainty_score":0.7445311},"labels":[],"label_agreement":null},{"id":"W4324044616","doi":"10.1186/s12889-023-15193-x","title":"Exploring medical and veterinary student perceptions and communication preferences related to antimicrobial resistance in Ontario, Canada using qualitative methods","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Biostatistics; Medicine; Public health; Qualitative research; Antibiotic resistance; Resistance (ecology); Epidemiology; Veterinary medicine; Perception; Family medicine; Medical education; Nursing; Pathology; Microbiology; Social science","score_opus":0.3135989118779988,"score_gpt":0.4525052544839587,"score_spread":0.13890634260595985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324044616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99471897,0.0008911386,0.00029057587,0.003526263,0.00018969532,0.00021995333,0.000011262572,0.000032823085,0.00011932876],"genre_scores_gemma":[0.99230915,0.000819856,0.0060592145,0.00025193006,0.0000036321112,0.000012343918,0.00004839372,0.000008130051,0.00048733817],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99720025,0.0017483394,0.0003804707,0.00026263326,0.00006356607,0.0003447245],"domain_scores_gemma":[0.99917275,0.00042834494,0.0000826185,0.0001854341,0.0000352762,0.00009557427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024277752,0.000102498954,0.00025152302,0.0001434944,0.00033353944,0.00002101079,0.00015308804,0.00009206,0.00006254659],"category_scores_gemma":[0.00020313266,0.00009454175,0.000012653708,0.00030163515,0.00014555386,0.00013162493,0.00018549307,0.00032408015,0.0000040055934],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035367828,0.00039096482,0.23481181,0.0011191977,0.0003364832,0.000049812606,0.71674997,0.0000299789,0.016295962,0.0083976835,0.007975964,0.013488481],"study_design_scores_gemma":[0.0006472745,0.00009271432,0.94629127,0.00048465058,0.0000051063475,0.000024886162,0.04370418,0.000014815704,0.000024367964,0.00010206619,0.008427525,0.00018112914],"about_ca_topic_score_codex":0.7511416,"about_ca_topic_score_gemma":0.98559254,"teacher_disagreement_score":0.7114795,"about_ca_system_score_codex":0.0004410377,"about_ca_system_score_gemma":0.002363999,"threshold_uncertainty_score":0.41936326},"labels":[],"label_agreement":null},{"id":"W4327627014","doi":"10.1136/bmjopen-2022-069022","title":"Identification of the elements of models of antimicrobial resistance of bacteria for assessing their usefulness and usability in One Health decision making: a protocol for scoping review","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Guelph; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Montréal; Fonds de Recherche du Québec - Santé; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Protocol (science); Usability; Identification (biology); Antibiotic resistance; Management science; Data science; Alternative medicine; Bacteria; Genetics; Pathology; Ecology","score_opus":0.18969248337639055,"score_gpt":0.4675076341115208,"score_spread":0.27781515073513025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327627014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55777156,0.00039899195,0.009528953,0.00043169173,0.000112403985,0.43144447,0.0002830743,0.0000061025758,0.000022724029],"genre_scores_gemma":[0.9759548,0.0000872167,0.002904764,0.000038599675,0.000003853114,0.020920575,0.000018362194,0.000011105827,0.00006072622],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983998,0.00020517311,0.0010530431,0.0001845572,0.000035289064,0.00012215396],"domain_scores_gemma":[0.9981073,0.0002505901,0.00116607,0.0003302408,0.00014137653,0.0000044052877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026155172,0.000069916074,0.00050583633,0.000040677754,0.00006275585,0.0000060815355,0.0002945173,0.000059638867,0.000004685739],"category_scores_gemma":[0.00027132357,0.000049414626,0.000057648005,0.00019505965,0.00012717223,0.000118297845,0.00017440028,0.00003593897,1.13732156e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033388257,0.0005136629,0.006405235,0.16191995,0.00009849031,6.1860675e-8,0.0008120959,0.00002716478,0.8166111,0.0012725597,0.0007652218,0.008235637],"study_design_scores_gemma":[0.0037224374,0.00011722592,0.07184354,0.33793384,0.000033115924,9.0445604e-7,0.00022130761,0.00011024096,0.5834151,0.0024070556,0.000049646227,0.00014555281],"about_ca_topic_score_codex":0.000023110679,"about_ca_topic_score_gemma":0.00018471146,"teacher_disagreement_score":0.4181832,"about_ca_system_score_codex":0.000015414831,"about_ca_system_score_gemma":0.00024081541,"threshold_uncertainty_score":0.20150699},"labels":[],"label_agreement":null},{"id":"W4360608467","doi":"10.21203/rs.3.rs-2701510/v1","title":"Best Practice Guidance for Antibiotic Audit and Feedback interventions in Primary Care: a modified Delphi study from the Joint Programming Initiative on Antimicrobial Resistance - Primary Care Antibiotic Audit and Feedback Network (JPIAMR-PAAN)","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Women's College Hospital; Public Health Ontario","funders":"Canadian Institutes of Health Research; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Best practice; Medicine; Antimicrobial stewardship; Audit; Antibiotic resistance; Guideline; Psychological intervention; Nursing; Antibiotics; Business; Accounting; Political science","score_opus":0.09074282848291419,"score_gpt":0.35839211796555437,"score_spread":0.26764928948264016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360608467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8601186,0.11125403,0.00047800498,0.0035003126,0.0021202536,0.016977223,0.0036101881,0.00028820362,0.0016531275],"genre_scores_gemma":[0.9861591,0.007111023,0.0017148862,0.00023427306,0.00046378898,0.00019408313,0.0026997593,0.00018546355,0.001237648],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99106216,0.0030294317,0.0014019202,0.0023500484,0.00046718348,0.0016892436],"domain_scores_gemma":[0.99269843,0.0035892741,0.0008332529,0.0015097532,0.001241393,0.00012789751],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028006053,0.00088708213,0.0015171914,0.000467852,0.0016241907,0.00046703295,0.0010407132,0.001064638,0.000011292997],"category_scores_gemma":[0.0014160265,0.0007409919,0.00041286016,0.0008998757,0.0015345897,0.00027239617,0.0025938635,0.0036244642,0.000094634655],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05259667,0.02578789,0.18900321,0.26781377,0.019921636,0.0040088883,0.21498905,0.0043469775,0.022417014,0.0029297797,0.14248373,0.053701375],"study_design_scores_gemma":[0.01519362,0.0058055543,0.67775476,0.15766023,0.0015826743,0.000049274342,0.12884112,0.000041751748,0.0015778203,0.00068801537,0.0077935127,0.0030116385],"about_ca_topic_score_codex":0.0015186864,"about_ca_topic_score_gemma":0.00810905,"teacher_disagreement_score":0.48875156,"about_ca_system_score_codex":0.0010026384,"about_ca_system_score_gemma":0.0010920742,"threshold_uncertainty_score":0.9996756},"labels":[],"label_agreement":null},{"id":"W4360785456","doi":"10.24126/jobrc.2022.16.2.669","title":"Enhancement of anti-bactericidal and anti-biofilm activities of silver nanoparticles against multidrug-resistant enteric pathogens isolated from children with diarrhea","year":2022,"lang":"en","type":"article","venue":"Journal of Biotechnology Research Center","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microbiology; Diarrhea; Broth microdilution; Antibiotics; Multiple drug resistance; Imipenem; Amikacin; Medicine; Antimicrobial; Kanamycin; Enterobacteriaceae; Antibiotic resistance; Minimum inhibitory concentration; Biology; Internal medicine; Escherichia coli","score_opus":0.011338407359612238,"score_gpt":0.24648480548840856,"score_spread":0.23514639812879634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360785456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99570376,0.0029788509,0.00006304289,0.00039314353,0.00015483907,0.00022625738,0.00045754807,0.000011655011,0.000010908677],"genre_scores_gemma":[0.9975041,0.0021925983,0.00013264321,0.000026170657,0.000011918625,0.000002884149,0.00004177591,0.000018669674,0.000069249436],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978296,0.0005563051,0.00063234323,0.00027981948,0.00021663704,0.00048528495],"domain_scores_gemma":[0.9987429,0.00015989278,0.0005719953,0.0003117754,0.0001752049,0.000038245675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007025913,0.00018333303,0.0006233112,0.0004907416,0.0002429863,0.00001039547,0.00043453005,0.00022910906,0.00016521425],"category_scores_gemma":[0.000058497702,0.00013497598,0.00010101087,0.00039020006,0.0013010036,0.00009565632,0.00041882618,0.00092364807,0.0000036236927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015371322,0.00075595797,0.13227873,0.000025664702,0.00071871135,0.000038984395,0.0003065385,0.0000027592591,0.86312544,0.0000123478685,0.00020042124,0.0009972971],"study_design_scores_gemma":[0.0019849662,0.0014736067,0.1300611,0.00013093007,0.00004040978,0.00010286177,0.00079810095,0.000007223367,0.8648888,0.000006897746,0.00038698612,0.00011809523],"about_ca_topic_score_codex":0.00013946704,"about_ca_topic_score_gemma":0.000040820763,"teacher_disagreement_score":0.002217609,"about_ca_system_score_codex":0.00006263825,"about_ca_system_score_gemma":0.000118559394,"threshold_uncertainty_score":0.55041605},"labels":[],"label_agreement":null},{"id":"W4361190642","doi":"10.1128/aem.00261-23","title":"Modeling Antibiotic Concentrations in the Vicinity of Antibiotic-Producing Bacteria at the Micron Scale","year":2023,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada; Western University","funders":"Canadian Institutes of Health Research; Agriculture and Agri-Food Canada; Government of Canada; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Antibiotics; Bacteria; Antibiotic resistance; Microbiology; Biology; Microorganism; Biofilm; Genetics","score_opus":0.008559556270364442,"score_gpt":0.19665218347211993,"score_spread":0.18809262720175549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361190642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99753994,0.0011617186,0.00002211935,0.0003712461,0.00017100826,0.00033362757,0.00010928456,0.00001832694,0.00027275115],"genre_scores_gemma":[0.9981753,0.0008044354,0.00002327004,0.00025355374,0.000019103447,0.0000021091375,0.00045962355,0.000011931831,0.00025066687],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988278,0.00013870808,0.00030352848,0.00035029903,0.000017942468,0.0003617255],"domain_scores_gemma":[0.999486,0.000116616866,0.00007981816,0.0003037873,0.0000027463411,0.000010990292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033522886,0.00016764447,0.00025436323,0.000048363483,0.00032632297,0.000007656082,0.00021683575,0.0001827509,0.000082817314],"category_scores_gemma":[0.0000050260865,0.00010154189,0.000048653,0.00012800837,0.0008108823,0.000024015864,0.00017719863,0.00021173638,0.0002148329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044427263,0.000072370705,0.012570533,0.000022767766,0.000036076875,0.0000017143198,0.0015341645,0.00013883726,0.98487025,0.00010583005,0.00027556872,0.00032742473],"study_design_scores_gemma":[0.0014134586,0.00011076763,0.116398536,0.00006461425,0.00008398695,0.00015948694,0.009049569,0.00011002841,0.8700365,0.000070704824,0.0021856136,0.00031676242],"about_ca_topic_score_codex":0.00009783867,"about_ca_topic_score_gemma":0.00016897633,"teacher_disagreement_score":0.11483382,"about_ca_system_score_codex":0.000030327146,"about_ca_system_score_gemma":0.000011354868,"threshold_uncertainty_score":0.4140758},"labels":[],"label_agreement":null},{"id":"W4361213927","doi":"10.2196/45833","title":"An Evidence-Based Serious Game App for Public Education on Antibiotic Use and Antimicrobial Resistance: Protocol of a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Antibiotic resistance; Medicine; Public health; Protocol (science); Antibiotics; Family medicine; Alternative medicine; Nursing; Internal medicine","score_opus":0.15300762994470207,"score_gpt":0.4794255698924456,"score_spread":0.32641793994774354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361213927","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047107283,0.00001677112,0.000056503708,0.0009043115,0.000053326465,0.9515906,0.00003312564,0.00013927024,0.000098782926],"genre_scores_gemma":[0.10207617,0.0000056898275,0.00015357355,0.00007164372,0.00010395354,0.89326066,0.000049943494,0.000041105504,0.004237233],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9938094,0.00343125,0.000993353,0.000695748,0.00026383658,0.00080640917],"domain_scores_gemma":[0.9939276,0.0038058753,0.0004765035,0.00072362256,0.0009739547,0.000092422655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064099557,0.00029102847,0.0014651734,0.0007458199,0.00039043304,0.0002357652,0.0004694605,0.00041777606,0.00006104575],"category_scores_gemma":[0.0043854653,0.00020587216,0.00034785358,0.00070574076,0.0011512472,0.00041283603,0.00007376192,0.00048317504,0.000057866488],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.85643846,0.0018121791,0.00011274437,0.001793111,0.0001308816,0.0000028284687,0.00011037054,0.0000019004691,0.1257267,0.0016702643,0.011358269,0.00084228895],"study_design_scores_gemma":[0.9174629,0.003556357,0.0002831525,0.0065385797,0.000022211343,0.0000017724841,0.00007182642,0.000051041596,0.049054082,0.00022048128,0.022477482,0.00026010838],"about_ca_topic_score_codex":0.000023079401,"about_ca_topic_score_gemma":0.000025414669,"teacher_disagreement_score":0.07667261,"about_ca_system_score_codex":0.00006919059,"about_ca_system_score_gemma":0.0015713585,"threshold_uncertainty_score":0.8395223},"labels":[],"label_agreement":null},{"id":"W4362038795","doi":"10.1093/cid/ciad190","title":"Coronavirus Disease 2019 Vaccination Is Associated With Reduced Outpatient Antibiotic Prescribing in Older Adults With Confirmed Severe Acute Respiratory Syndrome Coronavirus 2: A Population-Wide Cohort Study","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; Public Health Ontario; Toronto East General Hospital; University of Toronto; Toronto General Hospital; McMaster University; North York General Hospital; Sinai Health System; University of Waterloo; Regional Municipality of Waterloo; University of Ottawa; Institute for Clinical Evaluative Sciences; Health Sciences Centre; Ottawa Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Medical prescription; Population; Cohort; Vaccination; Confidence interval; Internal medicine; Incidence (geometry); Rate ratio; Cohort study; Pediatrics; Immunology","score_opus":0.03441937085601816,"score_gpt":0.33307023704986305,"score_spread":0.2986508661938449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362038795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950559,0.0006548423,0.000005846969,0.00005856503,0.00057836785,0.0027477853,0.0004404235,0.00040749542,0.000050765782],"genre_scores_gemma":[0.997546,0.00011962361,8.1351016e-7,0.00041073235,0.00002287187,0.00006814184,0.0009778135,0.00006166098,0.0007923469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965376,0.0008036323,0.0009063329,0.00097059895,0.00020513663,0.0005766903],"domain_scores_gemma":[0.9976116,0.00092614844,0.00050477963,0.0005613409,0.0002239724,0.0001722055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044041153,0.00040040773,0.00081893965,0.00023233471,0.00033085851,0.00004669759,0.00021364373,0.00030306072,0.00019639955],"category_scores_gemma":[0.0007441721,0.000314169,0.00015987443,0.0006724953,0.0002094605,0.00022628273,0.00010798932,0.00049661414,0.0002304282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016270094,0.0037859972,0.990913,0.0000571585,0.0010616482,0.00056818296,0.00025097674,0.000076080556,0.000015764,0.000006634064,0.00084225007,0.00079530594],"study_design_scores_gemma":[0.009210397,0.0020457543,0.98621875,0.0008151461,0.0008436368,0.000009601631,0.00028367515,0.000027712606,0.000017895345,0.000016925524,0.000029574252,0.00048092898],"about_ca_topic_score_codex":0.00039345736,"about_ca_topic_score_gemma":0.0009191087,"teacher_disagreement_score":0.0075833877,"about_ca_system_score_codex":0.00018876238,"about_ca_system_score_gemma":0.0002549902,"threshold_uncertainty_score":0.99993104},"labels":[],"label_agreement":null},{"id":"W4362507037","doi":"10.1007/s43678-023-00481-7","title":"A value-based comparison of the management of respiratory diseases in walk-in clinics and emergency departments","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Quebec Population Health Research Network; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; La Cité Médicale; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Centre Hospitalier Universitaire de Québec; Canadian Association of Emergency Physicians","keywords":"Medicine; Emergency department; Respiratory tract infections; Ambulatory; Emergency medicine; Medical prescription; Incidence (geometry); Exacerbation; Ambulatory care; Pneumonia; Pediatrics; Internal medicine; Health care; Respiratory system","score_opus":0.06777837062289324,"score_gpt":0.3571798711185335,"score_spread":0.2894015004956403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362507037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97064704,0.02542604,0.00000912576,0.0004713251,0.0030277576,0.00013372254,0.000018854744,0.000001611956,0.00026451336],"genre_scores_gemma":[0.9981199,0.0015119611,0.0000088612505,0.000025422441,0.000026469852,9.2425967e-7,0.0000043061123,0.0000066781136,0.0002954711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985176,0.00014150316,0.0009615926,0.00010018821,0.00006658341,0.00021257375],"domain_scores_gemma":[0.9992797,0.000034855395,0.00038709756,0.00016080386,0.00006601144,0.00007156875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043783194,0.00009160277,0.0003485293,0.0002989174,0.000050256887,3.0800257e-7,0.00021337824,0.00007090247,0.0004378407],"category_scores_gemma":[0.00009382475,0.00006153807,0.00007204451,0.0005226737,0.00018049969,0.000022693492,0.00001580557,0.0001646055,0.0000029459932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006450957,0.00006430844,0.98941684,0.00022731654,0.00012187929,0.0000363754,0.000537262,0.0000722989,0.0017324657,0.00021338029,0.006978397,0.00053496804],"study_design_scores_gemma":[0.0014396526,0.00027036064,0.9868294,0.0006948837,0.0001244065,7.801793e-7,0.0014636518,0.000012852265,0.0007194226,0.0002886708,0.008084645,0.00007126247],"about_ca_topic_score_codex":0.0008955644,"about_ca_topic_score_gemma":0.011749452,"teacher_disagreement_score":0.027472857,"about_ca_system_score_codex":0.000031127533,"about_ca_system_score_gemma":0.00021126379,"threshold_uncertainty_score":0.655647},"labels":[],"label_agreement":null},{"id":"W4362508712","doi":"10.1016/j.ijantimicag.2023.106802","title":"Duration of antibiotic treatment and timing of oral switching for bloodstream infections: a survey on the practices of infectious diseases and intensive care physicians","year":2023,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Interquartile range; Antibiotics; Pneumonia; Bacteremia; Bloodstream infection; Intensive care unit; Internal medicine; Endocarditis; Intensive care medicine","score_opus":0.03626627212301945,"score_gpt":0.3235817001766935,"score_spread":0.28731542805367405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362508712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984937,0.00020925194,0.00009475412,0.00032514488,0.0005012704,0.00014654154,0.00021387692,0.0000040903883,0.000011422541],"genre_scores_gemma":[0.9989754,0.0008492138,0.000018040944,0.000055915876,0.000026716973,3.698544e-7,0.00004258545,0.0000064320766,0.000025348952],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993342,0.00010256939,0.00035183472,0.000089320776,0.000046501616,0.00007556829],"domain_scores_gemma":[0.99758613,0.00044982356,0.0010992859,0.00005472989,0.00080169603,0.000008341418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014532001,0.000086566535,0.00023544485,0.00015872635,0.000067495916,0.00001147303,0.000085505606,0.00004930019,0.0000041733674],"category_scores_gemma":[0.0005394062,0.000058249094,0.00008877881,0.000082985716,0.00012026444,0.00009128952,0.000032596487,0.00006628783,7.940703e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008829418,0.00057942356,0.42584115,0.00014885998,0.0022443847,0.000008865553,0.0041125435,0.0001382205,0.558551,0.0001150042,0.0012919464,0.0060856305],"study_design_scores_gemma":[0.0033787854,0.0017295644,0.6348934,0.0013343337,0.00048368028,0.000098178265,0.0048265806,0.00007287288,0.35280132,0.00006172887,0.0001813709,0.00013818133],"about_ca_topic_score_codex":0.0004045657,"about_ca_topic_score_gemma":0.00014604662,"teacher_disagreement_score":0.20905226,"about_ca_system_score_codex":0.000021525615,"about_ca_system_score_gemma":0.0000471436,"threshold_uncertainty_score":0.23753291},"labels":[],"label_agreement":null},{"id":"W4362648458","doi":"10.1017/ash.2023.122","title":"Global collaborations in antimicrobial stewardship: All hands on deck","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Economic and Social Research Council; Public Health England; Wellcome Trust; Global Challenges Research Fund; Academy of Medical Sciences; National Institute for Health and Care Research","keywords":"Antimicrobial stewardship; Stewardship (theology); Global health; Psychological intervention; Action (physics); Call to action; Key (lock); Political science; Engineering ethics; Antibiotic resistance; Public relations; Medicine; Business; Engineering; Health care; Computer science; Biology; Nursing; Microbiology","score_opus":0.06872466320739298,"score_gpt":0.3514528460805191,"score_spread":0.28272818287312607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362648458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95675325,0.0013731954,0.00012402894,0.034690216,0.0037477105,0.0011287638,0.00086244993,0.00061223446,0.0007081749],"genre_scores_gemma":[0.98116004,0.0020563242,0.00021153767,0.013503505,0.00029584506,0.0000370449,0.0014898883,0.00007712681,0.0011686821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899536,0.003905581,0.0018971004,0.0015640341,0.00010881808,0.002570917],"domain_scores_gemma":[0.9961149,0.0018574541,0.0005689084,0.00097354193,0.00026615552,0.00021904892],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034603856,0.000762514,0.0018125044,0.0005816397,0.00074014236,0.000031935804,0.0008431225,0.0017558009,0.0001531113],"category_scores_gemma":[0.0018453645,0.0007220418,0.000379706,0.0022030517,0.00077415723,0.00016702493,0.00030035106,0.0013459164,0.0034382408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021746878,0.0010248282,0.47373867,0.0006371573,0.0005048697,0.00034000474,0.0011865441,0.0006713759,0.02268639,0.02478396,0.47007442,0.0021771],"study_design_scores_gemma":[0.012063834,0.00422748,0.79242194,0.0019013237,0.0002209867,0.0005484472,0.0013823666,0.00006244478,0.014011758,0.0047536753,0.16549428,0.0029114578],"about_ca_topic_score_codex":0.003437817,"about_ca_topic_score_gemma":0.014690315,"teacher_disagreement_score":0.3186833,"about_ca_system_score_codex":0.00051646156,"about_ca_system_score_gemma":0.0007941725,"threshold_uncertainty_score":0.99954015},"labels":[],"label_agreement":null},{"id":"W4362660115","doi":"10.1016/j.lana.2023.100484","title":"Trends and socioeconomic, demographic, and environmental factors associated with antimicrobial resistance: a longitudinal analysis in 39 hospitals in Chile 2008–2017","year":2023,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Agencia Nacional de Investigación y Desarrollo; Fondo Nacional de Desarrollo Científico y Tecnológico; Pontificia Universidad Católica de Chile; Canadian Institute for Advanced Research","keywords":"Socioeconomic status; Antibiotic resistance; Environmental health; Public health; Geography; Psychological intervention; Proxy (statistics); Population; Medicine; Demography; Antibiotics; Biology","score_opus":0.0296364122179094,"score_gpt":0.2825042646443784,"score_spread":0.252867852426469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362660115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875279,0.004414839,0.000004186815,0.0076224245,0.00003441887,0.00013678682,0.00016685702,0.000032914922,0.00005965587],"genre_scores_gemma":[0.9917986,0.0067145973,0.000012862876,0.0004666461,0.000022038881,0.000006114477,0.00041286252,0.000012859479,0.0005534157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849796,0.00022714568,0.00029561884,0.0003936847,0.0000471522,0.00053843606],"domain_scores_gemma":[0.9992974,0.00022998784,0.0002492362,0.00018010283,0.0000053203735,0.000037988997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039586573,0.00019277688,0.00068071694,0.00038638228,0.00026831502,0.000014186769,0.0001452565,0.000120371486,0.00003349058],"category_scores_gemma":[0.000008830922,0.00013419575,0.000070401984,0.0007200611,0.00088903995,0.0000601175,0.000055195433,0.0003309846,0.000008771791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021542114,0.00007003914,0.99072814,0.000021348686,0.0003666858,0.000013751489,0.0011518297,0.000021308744,0.00020688622,0.00005105411,0.006797674,0.00035586974],"study_design_scores_gemma":[0.001156968,0.00009081003,0.99691767,0.000078186225,0.000053882708,0.0000073277,0.00067055406,0.000019302097,0.00001521117,0.00003877664,0.0007896408,0.00016166242],"about_ca_topic_score_codex":0.0004457748,"about_ca_topic_score_gemma":0.00397315,"teacher_disagreement_score":0.0071557784,"about_ca_system_score_codex":0.00008453832,"about_ca_system_score_gemma":0.000046533856,"threshold_uncertainty_score":0.5472344},"labels":[],"label_agreement":null},{"id":"W4362729331","doi":"10.5281/zenodo.7810090","title":"Emerging Antibiotic Resistance in Post-COVID-19 Co-infections","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Antibiotic resistance; 2019-20 coronavirus outbreak; Antibiotics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Resistance (ecology); Intensive care medicine; Microbiology; Biology; Internal medicine; Infectious disease (medical specialty); Outbreak; Ecology","score_opus":0.026335138312695114,"score_gpt":0.27805772510909904,"score_spread":0.2517225867964039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362729331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.665492,0.0020385985,0.0024014278,0.01067678,0.0009622919,0.0013319649,0.0007893197,0.005142294,0.3111653],"genre_scores_gemma":[0.98786885,0.00036045263,0.000027880305,0.00030972055,0.00003810103,2.001207e-8,0.0019412773,0.00048288456,0.008970835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984481,0.00037704184,0.00024557835,0.00039303355,0.00007635042,0.00045994527],"domain_scores_gemma":[0.9992939,0.000057796628,0.00007751199,0.00034688332,0.0001528468,0.000071057926],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006225951,0.00012648806,0.00015821101,0.0004575735,0.0021470347,0.00012682471,0.0005059489,0.00011773702,0.006948979],"category_scores_gemma":[0.0008894965,0.00013063657,0.00005312397,0.0010564484,0.0002460796,0.00012592885,0.00033578853,0.00031267633,0.026570264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003042218,0.00044109844,0.00036547743,0.0003851369,0.00018671015,0.00017475843,0.005520996,0.0001218098,0.21241786,0.016648239,0.7486303,0.0148034],"study_design_scores_gemma":[0.0007120788,0.000095691015,0.005682094,0.00005006629,0.000009913889,0.00006230897,0.0009671889,0.000009602589,0.0018373264,0.00016000692,0.9902433,0.00017039421],"about_ca_topic_score_codex":0.000050487815,"about_ca_topic_score_gemma":0.000016953127,"teacher_disagreement_score":0.32237682,"about_ca_system_score_codex":0.00014143743,"about_ca_system_score_gemma":0.00001279642,"threshold_uncertainty_score":0.999152},"labels":[],"label_agreement":null},{"id":"W4364353466","doi":"10.1093/jac/dkad085","title":"Validation of the Antifungal National Antimicrobial Prescribing Survey (AF-NAPS) quality assessment tool","year":2023,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Medical prescription; Guideline; Audit; Antimicrobial stewardship; Cronbach's alpha; Gold standard (test); Reliability (semiconductor); Family medicine; Internal medicine; Antibiotic resistance; Nursing; Psychometrics; Accounting; Pathology","score_opus":0.03875032064091927,"score_gpt":0.31383624367181656,"score_spread":0.2750859230308973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364353466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99581856,0.00007271433,0.00041605625,0.0013000376,0.0017881629,0.0002089796,0.00016245729,0.000025594349,0.00020741922],"genre_scores_gemma":[0.99782145,0.00035052758,0.0002968547,0.00050076214,0.00013936003,3.5999435e-7,0.000066079585,0.00002711825,0.0007974751],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975229,0.0006506775,0.0010572514,0.00022370386,0.00021855481,0.0003269384],"domain_scores_gemma":[0.9975887,0.00030159004,0.0011499901,0.00025449647,0.00068518886,0.000020037452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026958622,0.00021379752,0.00053340616,0.00019153992,0.00024473155,0.000040196934,0.0005405659,0.00025213847,0.00017735572],"category_scores_gemma":[0.00022133652,0.00015104836,0.000382424,0.000551644,0.00028879088,0.00020433262,0.00008169904,0.00046155514,0.000031228054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038523442,0.00023217594,0.051987864,0.00005762966,0.00031184606,0.0000021609844,0.00018546927,0.00013759546,0.8857574,0.000117899064,0.06061087,0.00021387127],"study_design_scores_gemma":[0.0018707747,0.000060354218,0.3018918,0.00018345934,0.00002663367,0.000054307297,0.00003589863,0.0000050691497,0.6938468,0.000038879163,0.0018345483,0.0001514181],"about_ca_topic_score_codex":0.0000664992,"about_ca_topic_score_gemma":0.000016269825,"teacher_disagreement_score":0.24990395,"about_ca_system_score_codex":0.000083053186,"about_ca_system_score_gemma":0.00050439226,"threshold_uncertainty_score":0.6159573},"labels":[],"label_agreement":null},{"id":"W4366004124","doi":"10.1093/jphsr/rmad023","title":"Trends in estimated total retail dispensed prescriptions of purported COVID-19 treatments and preventions in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Medical prescription; Famotidine; Coronavirus disease 2019 (COVID-19); Hydroxychloroquine; Family medicine; Environmental health; Internal medicine; Pharmacology","score_opus":0.1569702802221867,"score_gpt":0.4841662176162965,"score_spread":0.3271959373941098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366004124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908341,0.004890963,0.0000036832637,0.0037422173,0.00014742008,0.00022340455,0.0000693304,0.0000064660658,0.00008237895],"genre_scores_gemma":[0.9960717,0.0026685174,0.000026152584,0.00014285452,0.0000096344465,0.0000041748985,0.00004386364,0.000007855989,0.0010252604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765974,0.00070628896,0.00074557035,0.00016671659,0.00018594212,0.00053576357],"domain_scores_gemma":[0.999024,0.00035019845,0.00018827984,0.00011340586,0.00011416958,0.00020997442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013509267,0.000096179945,0.000366557,0.0007529484,0.00014192694,0.000008033844,0.00017953278,0.000089243316,0.0004050439],"category_scores_gemma":[0.000043501655,0.0000772665,0.00004441852,0.0013013128,0.00014742036,0.000093528506,0.000081626036,0.00064627593,0.0000075376392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044501754,0.0023435927,0.8686446,0.0047283066,0.0007358553,0.0012550981,0.0062699737,0.00070448715,0.05416056,0.00039564326,0.0068485774,0.049463123],"study_design_scores_gemma":[0.0052321204,0.000404959,0.98348063,0.0007036557,0.00003048364,0.00013779121,0.0034499413,0.0020400283,0.0011881616,0.00012279655,0.003104916,0.00010453194],"about_ca_topic_score_codex":0.32985422,"about_ca_topic_score_gemma":0.5864361,"teacher_disagreement_score":0.25658187,"about_ca_system_score_codex":0.00053192285,"about_ca_system_score_gemma":0.0019497685,"threshold_uncertainty_score":0.67460835},"labels":[],"label_agreement":null},{"id":"W4366975205","doi":"10.1093/jacamr/dlad048","title":"Regional and national antimicrobial stewardship activities: a survey from the Joint Programming Initiative on Antimicrobial Resistance—Primary Care Antibiotic Audit and Feedback Network (JPIAMR-PAAN)","year":2023,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; St Joseph's Health Centre; Ottawa Hospital; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"Joint Programming Initiative on Antimicrobial Resistance","keywords":"Antimicrobial stewardship; Antibiotic resistance; Audit; Antimicrobial; Antibiotic Stewardship; Primary care; Antibiotics; Stewardship (theology); Business; Medicine; Family medicine; Microbiology; Political science; Accounting; Biology","score_opus":0.031624155590053236,"score_gpt":0.24581998640276298,"score_spread":0.21419583081270974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366975205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98180366,0.004707216,0.00010319625,0.0034692662,0.0019290007,0.0015221888,0.0037470781,0.0004252799,0.002293123],"genre_scores_gemma":[0.9826891,0.0028672677,0.0012220381,0.0044570183,0.0007082478,0.00001883943,0.0028985923,0.00015635935,0.0049825516],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9939741,0.0012802967,0.0010472841,0.0017725801,0.00037822916,0.0015475166],"domain_scores_gemma":[0.995726,0.0021665848,0.00075593404,0.00077745505,0.0004431837,0.00013087229],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012795209,0.000947691,0.001259895,0.00026948162,0.0020095566,0.00036313373,0.0007051302,0.0007646863,0.000053470976],"category_scores_gemma":[0.0004194488,0.0008011639,0.00031451488,0.0011225691,0.0022347248,0.00037667455,0.0004767183,0.0012436905,0.00023084096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007099453,0.0004184662,0.019351078,0.0015678622,0.0013992804,0.00015805237,0.0044774036,0.00009295144,0.20535655,0.0013698356,0.75748605,0.0012230031],"study_design_scores_gemma":[0.009408036,0.00038220652,0.78960854,0.010763213,0.00050171773,0.00011010996,0.0023836896,0.0000083167915,0.045572538,0.00042296387,0.13755694,0.0032817307],"about_ca_topic_score_codex":0.0003665317,"about_ca_topic_score_gemma":0.005460829,"teacher_disagreement_score":0.7702575,"about_ca_system_score_codex":0.0003440724,"about_ca_system_score_gemma":0.00073805405,"threshold_uncertainty_score":0.99944395},"labels":[],"label_agreement":null},{"id":"W4367043516","doi":"10.1016/j.chest.2023.04.032","title":"Procalcitonin-Guided Antibiotic Prescription in Patients With COVID-19","year":2023,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Infection and Immunity; Amsterdam Neuroscience; Maastricht Universitair Medisch Centrum; Amsterdam University Medical Centers","keywords":"Medicine; Procalcitonin; Antibiotics; Medical prescription; Odds ratio; Internal medicine; Cohort; Cohort study; Sepsis","score_opus":0.02071557771103868,"score_gpt":0.2611098270658966,"score_spread":0.2403942493548579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367043516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976672,0.00046601577,0.00032402124,0.0004458671,0.00048017647,0.00017031656,0.0000048319966,0.00006444106,0.00037715133],"genre_scores_gemma":[0.9975249,0.0001470853,0.000080253245,0.00022354459,0.000040005678,7.694439e-7,0.000040036342,0.0000137742845,0.001929638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990979,0.0000929457,0.00024029367,0.00017399585,0.000056367364,0.00033854277],"domain_scores_gemma":[0.9996055,0.000039906015,0.00012037228,0.00012333969,0.000055266857,0.00005563992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026591902,0.00011697228,0.00017445337,0.00017844142,0.00020983789,0.000025727646,0.00015177717,0.00014516532,0.000120660545],"category_scores_gemma":[0.00014678329,0.00008137567,0.000039576054,0.00030875334,0.00013686265,0.00010561782,0.000030600906,0.00035712583,0.0003932758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003738475,0.00026049488,0.9641739,0.00015309452,0.00009639335,0.00009638732,0.000834109,0.00008891677,0.009513152,0.0001180503,0.02312886,0.0011627786],"study_design_scores_gemma":[0.0035972416,0.00023346716,0.9726017,0.00015640179,0.000023466097,0.000085140324,0.00029191264,0.0000045036436,0.004311568,0.00011037347,0.018412936,0.00017129396],"about_ca_topic_score_codex":0.000014736848,"about_ca_topic_score_gemma":0.000017790868,"teacher_disagreement_score":0.008427779,"about_ca_system_score_codex":0.00009250365,"about_ca_system_score_gemma":0.00016856992,"threshold_uncertainty_score":0.50548965},"labels":[],"label_agreement":null},{"id":"W4367316034","doi":"10.3390/vetsci10050319","title":"Antimicrobial Use and Resistance in Animals from a One Health Perspective","year":2023,"lang":"en","type":"editorial","venue":"Veterinary Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"One Health; Perspective (graphical); Antibiotic resistance; Antimicrobial; Human health; Resistance (ecology); Animal health; Global health; Environmental ethics; Engineering ethics; Environmental health; Biology; Medicine; Public health; Ecology; Engineering; Computer science; Veterinary medicine; Microbiology; Nursing; Antibiotics; Philosophy","score_opus":0.051929082600617946,"score_gpt":0.3162244371800285,"score_spread":0.26429535457941056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367316034","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2903911,0.025023421,0.0000068161035,0.0013598303,0.6809884,0.0003437779,0.0014688108,0.00012334115,0.00029451252],"genre_scores_gemma":[0.6485055,0.04544011,0.0060531814,0.0004712788,0.28323984,0.00003755795,0.00097468495,0.00020087515,0.015076971],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976422,0.000346242,0.00036882894,0.00095912267,0.000121926925,0.0005616479],"domain_scores_gemma":[0.99808484,0.0013110075,0.00025296162,0.00024124327,0.00007732829,0.000032631004],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006070997,0.00027602326,0.0006127959,0.00025525462,0.00040117433,0.00010853433,0.00043102817,0.00054940506,0.00003544054],"category_scores_gemma":[0.00059892004,0.00024847937,0.00006041689,0.00042636346,0.0012441482,0.00020324068,0.00023219165,0.0005831711,0.00011725988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043040674,0.000094636605,0.00033056404,0.00012596333,0.00007928293,0.000117954805,0.0018063992,2.8008648e-7,0.020469273,0.00046664558,0.9760202,0.000058385016],"study_design_scores_gemma":[0.0017082023,0.0021141393,0.028509565,0.004010935,0.000042972628,0.00001197333,0.0024807549,0.0000010432855,0.00037004027,0.001526323,0.9581851,0.0010389991],"about_ca_topic_score_codex":0.0077570216,"about_ca_topic_score_gemma":0.004224663,"teacher_disagreement_score":0.39774856,"about_ca_system_score_codex":0.00012466397,"about_ca_system_score_gemma":0.000530115,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W4367337739","doi":"10.37689/acta-ape/2023ao03292","title":"Tradução e adaptação transcultural da Parental Perception on Antibiotics Scale: versão brasileira","year":2023,"lang":"pt","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Psychology; Art","score_opus":0.04550105811959927,"score_gpt":0.30061748635962043,"score_spread":0.2551164282400212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367337739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891848,0.00052821497,0.00014185999,0.001347984,0.0029554754,0.00053775305,0.0008073065,0.00048455,0.004012052],"genre_scores_gemma":[0.9722682,0.0016444285,0.000040580813,0.0006110787,0.00028053098,0.0000020403972,0.0016303636,0.00010147636,0.023421304],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99608403,0.0005715382,0.0006995206,0.000987118,0.0002218036,0.0014359718],"domain_scores_gemma":[0.9985485,0.00018732178,0.00023069794,0.0007759026,0.000086741944,0.00017081182],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039409596,0.00074984005,0.00073075434,0.00026875825,0.00077351544,0.00017216774,0.0007185904,0.0011079656,0.0014011391],"category_scores_gemma":[0.000065515975,0.0006808152,0.0005047321,0.0006532023,0.00060636515,0.00030544563,0.00009685266,0.0012503717,0.0060627414],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012378169,0.00081200834,0.02136984,0.00042941503,0.00082231656,0.0005091583,0.015622111,0.000030279552,0.79769045,0.00036101538,0.15752283,0.0035927782],"study_design_scores_gemma":[0.0049878713,0.0012704158,0.8843011,0.0009536381,0.0009496982,0.00040289035,0.032300428,0.0006867101,0.045786433,0.00002562713,0.02644222,0.0018929488],"about_ca_topic_score_codex":0.00017366005,"about_ca_topic_score_gemma":0.00026229277,"teacher_disagreement_score":0.86293125,"about_ca_system_score_codex":0.00022444148,"about_ca_system_score_gemma":0.00017123373,"threshold_uncertainty_score":0.9995643},"labels":[],"label_agreement":null},{"id":"W4367604849","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a1664","title":"Implementation of Antimicrobial Stewardship Rounds in the ICU: Assessing the Utility of a New Intervention","year":2023,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Antimicrobial stewardship; Intervention (counseling); Stewardship (theology); Antimicrobial; Intensive care medicine; Computer science; Risk analysis (engineering); Medicine; Nursing; Political science; Microbiology; Antibiotic resistance; Antibiotics; Biology","score_opus":0.037334213966900766,"score_gpt":0.3564487814622843,"score_spread":0.3191145674953835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367604849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99739593,0.00013675894,0.0007065397,0.0006685935,0.00017150992,0.00015111045,0.000006520699,0.000012481855,0.0007505529],"genre_scores_gemma":[0.99911416,0.000024851988,0.00002090913,0.00004780205,0.000009263898,8.123322e-7,0.000031568135,0.0000028143093,0.0007478356],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99923795,0.00023277172,0.00028876503,0.00009132013,0.000027938164,0.00012122826],"domain_scores_gemma":[0.9995821,0.00010909343,0.00012630393,0.00015591473,0.000023886034,0.0000026876687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071283133,0.000053767315,0.00011485987,0.00004925718,0.000056123194,0.000009234554,0.00016850446,0.000059552796,0.00030206988],"category_scores_gemma":[0.000018955721,0.000028265682,0.000077235425,0.00025965783,0.00010501149,0.0000636472,0.00004046835,0.00009279733,0.000016226806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013426552,0.00044381386,0.32893428,0.0003107448,0.00025984278,0.000003644392,0.011837497,0.000003654524,0.54234254,0.0041979216,0.05217943,0.059352357],"study_design_scores_gemma":[0.000790379,0.000049902497,0.8315108,0.00007520328,0.000028098297,0.000004476695,0.019638956,0.000009178894,0.14668633,0.00027228062,0.00088876416,0.000045626715],"about_ca_topic_score_codex":0.0023938455,"about_ca_topic_score_gemma":0.0016074121,"teacher_disagreement_score":0.50257653,"about_ca_system_score_codex":0.0000059416725,"about_ca_system_score_gemma":0.000045571607,"threshold_uncertainty_score":0.3618794},"labels":[],"label_agreement":null},{"id":"W4372058894","doi":"10.1017/ash.2023.155","title":"A national survey of antimicrobial stewardship content in Canadian entry-to-practice pharmacy programs","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Curriculum; Pharmacy; Medical education; Pharmacy practice; Experiential learning; Stewardship (theology); Medicine; Psychology; Pedagogy; Nursing; Political science","score_opus":0.15105973047375398,"score_gpt":0.38674081990205034,"score_spread":0.23568108942829635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372058894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9398296,0.0019154005,0.000060203012,0.04932133,0.004445578,0.0019690662,0.0014518824,0.00022357304,0.00078335236],"genre_scores_gemma":[0.9812847,0.0013086853,0.00041822874,0.013715594,0.00013931651,0.000036243713,0.0020169264,0.00007265283,0.001007678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9884476,0.005411046,0.0021095744,0.0012026404,0.00014822917,0.0026809315],"domain_scores_gemma":[0.9938824,0.0033227582,0.00068386353,0.0005443725,0.001145341,0.00042126852],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01015887,0.0005692319,0.0016794022,0.0010290807,0.00037982324,0.000018686604,0.0008245722,0.0008262146,0.0001413685],"category_scores_gemma":[0.008704539,0.0005603886,0.0002774277,0.001844696,0.0005964095,0.0001645298,0.00024802674,0.0011413299,0.0014180654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024283247,0.000768431,0.82675344,0.00068659836,0.00048400744,0.0001542926,0.0012976234,0.00015717458,0.0295021,0.0026748264,0.12909651,0.005996657],"study_design_scores_gemma":[0.0059181806,0.0010347939,0.7581465,0.0014106793,0.00010727734,0.0004152997,0.00070783077,0.000044812485,0.0144368,0.00018577979,0.2160923,0.001499726],"about_ca_topic_score_codex":0.8390232,"about_ca_topic_score_gemma":0.7243569,"teacher_disagreement_score":0.11466627,"about_ca_system_score_codex":0.00058800186,"about_ca_system_score_gemma":0.003129523,"threshold_uncertainty_score":0.99968475},"labels":[],"label_agreement":null},{"id":"W4375948819","doi":"10.1142/s0218339023500262","title":"IMPROVING CONTROL STRATEGIES OF INFECTIONS BY RESISTANT PATHOGENS IN A HOSPITAL NETWORK","year":2023,"lang":"en","type":"article","venue":"Journal of Biological Systems","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Transmission (telecommunications); Control (management); Network topology; Computer science; Topology (electrical circuits); Computer network; Mathematical optimization; Artificial intelligence; Mathematics; Telecommunications; Combinatorics","score_opus":0.008864970764736465,"score_gpt":0.22002011135213048,"score_spread":0.211155140587394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375948819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98836327,0.009125128,0.0008355663,0.00010974721,0.0011450483,0.00015739693,0.00004479563,0.00002125922,0.00019780365],"genre_scores_gemma":[0.99934685,0.00039611274,0.00000965656,0.000007536063,0.00009443574,0.00000215692,0.000007127728,0.0000048447896,0.00013129468],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985951,0.00029416103,0.0006814866,0.000114324794,0.00003931128,0.00027559602],"domain_scores_gemma":[0.99899346,0.00027040637,0.0005359343,0.00008716682,0.00009156915,0.000021453781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007218991,0.00010388509,0.00046598518,0.00008144499,0.00006918361,0.0000142573135,0.00014190731,0.00026288672,0.000016498001],"category_scores_gemma":[0.00013546935,0.000062675295,0.00013380253,0.0002740203,0.00014404656,0.00005504067,0.000024769877,0.00025799507,0.000018008166],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030198824,0.0003202003,0.050988123,0.000078878176,0.000248743,0.000087235225,0.00013381314,0.0006594605,0.9367961,0.0020281686,0.008043274,0.000314001],"study_design_scores_gemma":[0.022368731,0.03608147,0.789333,0.0045925495,0.00048092575,0.00097413,0.044022657,0.0005146864,0.014106743,0.0028913727,0.0825956,0.0020381494],"about_ca_topic_score_codex":0.00011162832,"about_ca_topic_score_gemma":0.000018098148,"teacher_disagreement_score":0.9226894,"about_ca_system_score_codex":0.000028065786,"about_ca_system_score_gemma":0.000059024464,"threshold_uncertainty_score":0.25558245},"labels":[],"label_agreement":null},{"id":"W4376105797","doi":"10.1111/bcp.15778","title":"The impact of the COVID‐19 pandemic on antibiotic consumption and prevalence of pathogens in primary and secondary healthcare settings in Northern Ireland","year":2023,"lang":"en","type":"article","venue":"British Journal of Clinical Pharmacology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Public Health Agency","keywords":"Pandemic; Medicine; Cephalosporin; Levofloxacin; Antibiotics; Incidence (geometry); Defined daily dose; Klebsiella oxytoca; Coronavirus disease 2019 (COVID-19); Klebsiella pneumoniae; Internal medicine; Medical prescription; Biology; Microbiology; Infectious disease (medical specialty)","score_opus":0.043164470615608436,"score_gpt":0.38468790893316224,"score_spread":0.34152343831755383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376105797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846337,0.013754939,7.15997e-7,0.00088406436,0.00043346095,0.00019860697,0.000071519135,0.000003870604,0.000019120333],"genre_scores_gemma":[0.94901776,0.050458692,0.0000031195968,0.00042076022,0.000030092737,4.3255906e-7,0.0000023855375,0.000006071972,0.000060697515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746233,0.0011258065,0.0010011963,0.00015568167,0.000046874524,0.00020810911],"domain_scores_gemma":[0.9969572,0.0021567051,0.0006986841,0.000074556934,0.000066236054,0.0000466254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024234361,0.00008517219,0.00045704196,0.00007025596,0.00009270054,0.0000044677795,0.0001754839,0.00021750157,0.00002155629],"category_scores_gemma":[0.0005576851,0.000056051744,0.00012128472,0.00012311286,0.00088847516,0.000037920607,0.00008096471,0.0008674198,0.0000018168653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000809413,0.000120637786,0.9678833,0.00032378914,0.00009487612,0.00009282289,0.0001231007,0.000022518449,0.012743735,0.0000040284917,0.0011076952,0.016674075],"study_design_scores_gemma":[0.0032317298,0.00045827788,0.99430627,0.00040363043,0.000038633174,0.0010054401,0.000057337416,0.0000062028107,0.000164384,0.000101545666,0.00017369665,0.000052863452],"about_ca_topic_score_codex":0.00010665496,"about_ca_topic_score_gemma":0.00066939177,"teacher_disagreement_score":0.03670375,"about_ca_system_score_codex":0.00003718903,"about_ca_system_score_gemma":0.00036084407,"threshold_uncertainty_score":0.37685558},"labels":[],"label_agreement":null},{"id":"W4376620461","doi":"10.53350/pjmhs2023174138","title":"Attitude and Practices of self-medication among the students of Sialkot Medical College, Sialkot","year":2023,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Self-medication; Medicine; Family medicine","score_opus":0.01185533338544568,"score_gpt":0.3164773808729587,"score_spread":0.304622047487513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376620461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99353784,0.0006611942,0.000022619224,0.0022248127,0.00024830227,0.00018501302,0.000006611386,0.00004421791,0.0030693966],"genre_scores_gemma":[0.9940364,0.002088086,0.00002967245,0.00008058583,0.00002391746,0.0000028359104,0.000012778523,0.00000495395,0.0037208044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918693,0.00016992574,0.0002537909,0.00012850294,0.000129051,0.00013177191],"domain_scores_gemma":[0.9989987,0.00046054806,0.0003027324,0.00016621848,0.000052476422,0.00001931098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077996677,0.000064869884,0.00016974687,0.000050497856,0.00010711817,0.0000031034642,0.00026268922,0.00017939201,0.00031010492],"category_scores_gemma":[0.00032759795,0.00003927956,0.000029378658,0.00017879537,0.0005499578,0.00004708319,0.00011409185,0.00012771618,0.000042367945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002998377,0.0012741697,0.8325572,0.0005055766,0.0021029701,0.000024656227,0.008087077,0.0000013890043,0.042630855,0.033631757,0.07704311,0.001841403],"study_design_scores_gemma":[0.0015130519,0.00015874249,0.94027054,0.00016472954,0.00016715356,0.000013447597,0.0057412833,0.000018199073,0.014359048,0.00010402853,0.03736873,0.00012105868],"about_ca_topic_score_codex":0.00020968656,"about_ca_topic_score_gemma":0.00032333407,"teacher_disagreement_score":0.10771333,"about_ca_system_score_codex":0.000005168189,"about_ca_system_score_gemma":0.00008934729,"threshold_uncertainty_score":0.33954316},"labels":[],"label_agreement":null},{"id":"W4376868816","doi":"10.1016/s1473-3099(23)00342-0","title":"Engaging pharmacists and medicine vendors in antimicrobial stewardship in LMICs","year":2023,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa; University of Waterloo","funders":"","keywords":"Medical prescription; Scopus; Antimicrobial stewardship; Medicine; Family medicine; Low and middle income countries; Pharmacy; Antibiotic resistance; Traditional medicine; MEDLINE; Developing country; Antibiotics; Political science; Economic growth; Pharmacology; Biology","score_opus":0.028010074768519626,"score_gpt":0.28780996315976703,"score_spread":0.2597998883912474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376868816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78313607,0.024964396,0.0000037117916,0.18509404,0.0036186192,0.00082491443,0.0003959237,0.00044655608,0.0015157574],"genre_scores_gemma":[0.83684736,0.013610831,7.786373e-7,0.14577998,0.0021162212,0.00002335092,0.00038867458,0.00006584194,0.0011669309],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812895,0.0005177244,0.0003287352,0.000395574,0.000053068467,0.0005759519],"domain_scores_gemma":[0.99885243,0.00062836235,0.00014733848,0.0003349604,0.000021515898,0.000015376598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031256102,0.0003065611,0.000733524,0.00027093154,0.00016181503,0.000019802976,0.00029118304,0.0003933716,0.000066991415],"category_scores_gemma":[0.00017864704,0.00021118028,0.00006843009,0.00030451248,0.0005245431,0.000042892454,0.00012099011,0.0018281986,0.000117942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001500605,0.00007430794,0.083189406,0.0004973285,0.00017109355,0.0007550183,0.0005833944,0.000013272834,0.0012302169,0.000022268267,0.911646,0.0016676423],"study_design_scores_gemma":[0.021634573,0.00036164475,0.16677152,0.005808003,0.0005959125,0.0007444615,0.00038633245,0.000016888034,0.0014014565,0.0035650677,0.7967439,0.0019701906],"about_ca_topic_score_codex":0.00036826864,"about_ca_topic_score_gemma":0.00016287235,"teacher_disagreement_score":0.114902034,"about_ca_system_score_codex":0.000064926164,"about_ca_system_score_gemma":0.000067080175,"threshold_uncertainty_score":0.8611682},"labels":[],"label_agreement":null},{"id":"W4378077942","doi":"10.2196/46938","title":"The Impact of Point-of-Care Testing for Influenza on Antimicrobial Stewardship (PIAMS) in UK Primary Care: Protocol for a Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Oxford","keywords":"Antimicrobial stewardship; Point-of-care testing; Medicine; Intensive care medicine; Observational study; Pandemic; Medical emergency; Infectious disease (medical specialty); Disease; Internal medicine; Immunology; Coronavirus disease 2019 (COVID-19); Antibiotic resistance; Antibiotics","score_opus":0.23970793452961037,"score_gpt":0.5789846372819635,"score_spread":0.3392767027523531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378077942","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041118346,0.0000094179595,0.00004769552,0.000029573848,0.000016560572,0.958335,0.00010955623,0.000045816803,0.00028807163],"genre_scores_gemma":[0.030497655,1.4154102e-7,0.0010243881,0.000008366647,0.00003614135,0.96816325,0.000025360603,0.000044131273,0.00020056088],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9959055,0.0017669263,0.00076156727,0.00048367327,0.00015872739,0.00092357065],"domain_scores_gemma":[0.99399465,0.004229073,0.0002953042,0.00065545266,0.00079004973,0.00003544715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004564914,0.00024414223,0.00057624234,0.00038115334,0.00046268443,0.000041774765,0.0007376197,0.00027294992,0.000008721703],"category_scores_gemma":[0.0017009653,0.00015224195,0.00026051534,0.000984924,0.00043968364,0.00006374571,0.0003083953,0.000578299,0.0000132288815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.043657664,0.0029881194,0.071565814,0.013735513,0.00048215198,0.00001177438,0.009934595,0.00007651646,0.75861907,0.0002653335,0.021935703,0.076727755],"study_design_scores_gemma":[0.047246855,0.07022765,0.20787661,0.015254274,0.000022578395,0.000006951785,0.017440725,0.000030556923,0.5926465,0.00097568345,0.04743051,0.0008411159],"about_ca_topic_score_codex":0.00010296384,"about_ca_topic_score_gemma":0.0000655365,"teacher_disagreement_score":0.16597256,"about_ca_system_score_codex":0.00020723572,"about_ca_system_score_gemma":0.0008803271,"threshold_uncertainty_score":0.62082464},"labels":[],"label_agreement":null},{"id":"W4378215946","doi":"10.1038/s41598-023-35757-6","title":"A report of Kabul internet users on self-medication with over-the-counter medicines","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"The Internet; Over-the-counter; Internet privacy; World Wide Web; Self-medication; Traditional medicine; Medicine; Computer science; Family medicine; Pharmacology; Medical prescription","score_opus":0.007207118545011462,"score_gpt":0.2372027015985614,"score_spread":0.22999558305354995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378215946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907914,0.00019680543,0.000040940075,0.0006426873,0.0058715316,0.00020771447,0.0000017035788,0.00011286404,0.0021343853],"genre_scores_gemma":[0.9687911,0.00001374106,0.000018877676,0.00007298769,0.000028223541,0.0000060399243,0.00011936534,0.00000966814,0.030939985],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987018,0.000043601955,0.0004282564,0.00044606772,0.0001641178,0.00021611834],"domain_scores_gemma":[0.9986177,0.00006812358,0.0004359012,0.00075018406,0.00010908194,0.00001898967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012216407,0.000105851854,0.00017746912,0.00014809627,0.00014426281,0.00001834014,0.00014779584,0.000091589565,0.0001861077],"category_scores_gemma":[0.00012082959,0.00005764511,0.000053449472,0.00043870762,0.0006553286,0.00004902717,0.00004382108,0.00012738172,0.000121867495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107588676,0.00019543196,0.08654127,0.00011161108,0.0003612509,0.002257423,0.0030206926,0.000011546309,0.06300163,0.00023099214,0.8434866,0.0006739702],"study_design_scores_gemma":[0.0007233017,0.0003168445,0.13283005,0.00075621926,0.00017767194,0.0039740894,0.0011825021,0.000026746728,0.1738269,0.00077147206,0.6850945,0.00031972124],"about_ca_topic_score_codex":0.000073552015,"about_ca_topic_score_gemma":0.00006607134,"teacher_disagreement_score":0.15839212,"about_ca_system_score_codex":0.000019399673,"about_ca_system_score_gemma":0.00011867037,"threshold_uncertainty_score":0.24145855},"labels":[],"label_agreement":null},{"id":"W4378901303","doi":"10.14745/ccdr.v49i05a09","title":"Healthcare-associated infections and antimicrobial resistance in Canadian acute care hospitals, 2017–2021","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Centre hospitalier universitaire Sainte-Justine; Hospital for Sick Children; Université de Montréal; IWK Health Centre; University of Alberta; University of Ottawa; Public Health Agency of Canada; McMaster University; Jewish General Hospital; Public Health Agency; BC Children's Hospital; Hamilton Health Sciences; Dartmouth College","keywords":"Candida auris; Medicine; Infection control; Acute care; Vancomycin-resistant Enterococcus; Antimicrobial; Incidence (geometry); Methicillin-resistant Staphylococcus aureus; Clostridioides; Antibiotic resistance; Health care; Emergency medicine; Internal medicine; Intensive care medicine; Staphylococcus aureus; Antifungal; Microbiology; Vancomycin; Antibiotics; Biology","score_opus":0.007228444411790387,"score_gpt":0.23866280297404355,"score_spread":0.23143435856225317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378901303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694893,0.01955299,4.1028062e-7,0.005917672,0.0006706737,0.00032330764,0.0007509199,0.000058155434,0.0032366137],"genre_scores_gemma":[0.98811674,0.0028517337,0.0000065994354,0.00036191562,0.000010090283,0.000015101328,0.0017854535,0.000022155931,0.0068302164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829,0.00019187377,0.00038206176,0.00034461034,0.00006192908,0.0007295298],"domain_scores_gemma":[0.9985469,0.00007882162,0.00013547181,0.0008346602,0.00014282188,0.00026132414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022941163,0.00018705343,0.00034322846,0.00017027427,0.0006943552,0.000024790315,0.00026132984,0.0001690088,0.000047278296],"category_scores_gemma":[0.00020459337,0.0002011871,0.000057895,0.0005319254,0.00017797337,0.000069020374,0.0001347017,0.00038307512,0.000021624412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080477046,0.00008691564,0.7450338,0.00027597995,0.00043393817,0.013119941,0.0005803543,0.000020591366,0.00077773107,0.0005921965,0.23878625,0.0002118128],"study_design_scores_gemma":[0.0007911178,0.000021822685,0.81044024,0.0005365249,0.00010110718,0.00009392059,0.0009462,0.0000052133005,0.00013594795,0.00006704624,0.18641831,0.00044254202],"about_ca_topic_score_codex":0.98708147,"about_ca_topic_score_gemma":0.99976224,"teacher_disagreement_score":0.06540644,"about_ca_system_score_codex":0.00073807087,"about_ca_system_score_gemma":0.006185185,"threshold_uncertainty_score":0.99944884},"labels":[],"label_agreement":null},{"id":"W4378901990","doi":"10.14745/ccdr.v49i05a09f","title":"Infections associées aux soins de santé et résistance aux antimicrobiens dans les hôpitaux canadiens de soins de courte durée, 2017 à 2021","year":2023,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Philosophy","score_opus":0.016994027434348163,"score_gpt":0.2628468128540661,"score_spread":0.24585278541971792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378901990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8983733,0.052561104,0.006403788,0.011351279,0.0022681027,0.0005328531,0.004141023,0.0002618358,0.024106696],"genre_scores_gemma":[0.80215716,0.11765996,0.00047095245,0.0006603146,0.00027151796,0.000023865512,0.00023126404,0.00012355795,0.07840141],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99375683,0.0007663735,0.0008526256,0.00093646196,0.00018882901,0.00349888],"domain_scores_gemma":[0.9973368,0.0007817471,0.00032505186,0.00071915495,0.0002878555,0.00054938806],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007688001,0.0008694111,0.0010160663,0.0003149903,0.0030714234,0.00012342747,0.00073004933,0.0010090382,0.00090720964],"category_scores_gemma":[0.00029074764,0.0009373555,0.00045227146,0.000972111,0.0020549973,0.00024561243,0.00009964254,0.0013219231,0.000081333426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003193897,0.0008143635,0.30455428,0.008944258,0.0051825363,0.0047097807,0.025629735,0.007496282,0.16704725,0.037084173,0.4321838,0.0060341447],"study_design_scores_gemma":[0.0017047725,0.00034385116,0.41163749,0.0068758572,0.0010937394,0.0013186899,0.009093029,0.0008031108,0.014932455,0.00090544345,0.54959965,0.0016919047],"about_ca_topic_score_codex":0.89971656,"about_ca_topic_score_gemma":0.99871755,"teacher_disagreement_score":0.1521148,"about_ca_system_score_codex":0.0037580165,"about_ca_system_score_gemma":0.042283755,"threshold_uncertainty_score":0.9993077},"labels":[],"label_agreement":null},{"id":"W4378951652","doi":"10.5281/zenodo.7994067","title":"Cost Calculator","year":2023,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Calculator; Computer science; Operating system","score_opus":0.12258304576459711,"score_gpt":0.3162215197715439,"score_spread":0.19363847400694678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378951652","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033568295,0.004799551,0.0013353403,0.0009219756,0.0046395995,0.00179089,0.0037129747,0.0047234823,0.97471935],"genre_scores_gemma":[0.23818074,0.011749492,0.0000957736,0.00033831765,0.0014919352,1.7293011e-7,0.0759906,0.014627162,0.6575258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978976,0.000330247,0.00038492575,0.00060753536,0.00022234952,0.00055732485],"domain_scores_gemma":[0.9980785,0.000038632774,0.00022677214,0.0006565811,0.0009287152,0.00007074661],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009034638,0.00025544353,0.0003661067,0.00029253121,0.0022294698,0.00024910053,0.0010471578,0.00048788256,0.024307193],"category_scores_gemma":[0.0009712871,0.00024436766,0.00014399542,0.00043322987,0.000343434,0.00006899324,0.0011799559,0.000768419,0.11514496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036148136,0.000072597926,0.0000024041944,0.00019826961,0.0002498829,0.000043532178,0.00020493176,0.0000024987564,0.0035348334,0.00034917577,0.9590044,0.036301352],"study_design_scores_gemma":[0.00036558823,0.00009539192,0.00048369478,0.00018305008,0.000059866183,0.000308989,0.00017321734,0.000001983932,0.000702245,0.000023834255,0.9973311,0.00027102802],"about_ca_topic_score_codex":0.00008805798,"about_ca_topic_score_gemma":0.0000016945158,"teacher_disagreement_score":0.31719357,"about_ca_system_score_codex":0.0002943935,"about_ca_system_score_gemma":0.000032375185,"threshold_uncertainty_score":0.9990695},"labels":[],"label_agreement":null},{"id":"W4379057300","doi":"10.11604/pamj.2023.45.67.36191","title":"Pattern of antimicrobial prescription in Africa: a systematic review of point prevalence surveys","year":2023,"lang":"en","type":"review","venue":"Pan African Medical Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Antibiotic resistance; Critical appraisal; Antimicrobial; Amoxicillin; Antimicrobial stewardship; CINAHL; Systematic review; Medical prescription; Penicillin; Observational study; Prevalence; Clavulanic acid; MEDLINE; Antibiotics; Environmental health; Internal medicine; Epidemiology; Alternative medicine; Psychological intervention; Microbiology; Pathology; Pharmacology; Psychiatry","score_opus":0.037821002527836496,"score_gpt":0.29885240269373753,"score_spread":0.26103140016590104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379057300","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017384978,0.9975566,0.00046064908,0.000058107875,0.0006087737,0.0010099021,0.00012943325,0.000017726477,0.00014137714],"genre_scores_gemma":[0.0011864773,0.99795294,0.000011524546,0.00003291429,0.00005816135,0.000016776612,0.00003742507,0.00003919796,0.0006646005],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9906515,0.0050602863,0.003132987,0.00033544426,0.0003307337,0.00048905314],"domain_scores_gemma":[0.99609333,0.00080151344,0.0024220564,0.0004312827,0.00016345711,0.00008838397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076424703,0.00037550242,0.004233296,0.0003918963,0.000051091334,0.000008664936,0.0009791388,0.00058783416,0.0005040634],"category_scores_gemma":[0.0025998724,0.00024242287,0.0007559676,0.0006559756,0.0004269351,0.00005044712,0.00017710048,0.0013677378,0.00016044622],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005044631,0.000177106,0.000016745435,0.96768993,0.0004934081,0.000084810556,0.0001684329,1.2333487e-8,0.00002273113,0.0000064256055,0.0019419544,0.029393397],"study_design_scores_gemma":[0.0002915631,0.0000850749,0.00003956879,0.99206245,0.0016209119,0.0007317907,0.00008302339,3.3322138e-7,0.000008869834,0.0000065539093,0.0048539033,0.00021594783],"about_ca_topic_score_codex":0.00004365398,"about_ca_topic_score_gemma":0.000020918167,"teacher_disagreement_score":0.02917745,"about_ca_system_score_codex":0.00009775836,"about_ca_system_score_gemma":0.0008086085,"threshold_uncertainty_score":0.9885718},"labels":[],"label_agreement":null},{"id":"W4379380809","doi":"10.1016/s1473-3099(23)00354-7","title":"Leveraging the positives from the pandemic to strengthen infectious disease care in low-income and middle-income countries","year":2023,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Pandemic; Global health; Public health; Political science; Economic growth; Medicine; Business; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Environmental health; Disease; Nursing; Economics","score_opus":0.014413468888693515,"score_gpt":0.2391852575335786,"score_spread":0.2247717886448851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379380809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87963676,0.030869717,0.000007113476,0.08389658,0.0014840058,0.0010397525,0.0023937826,0.00046745175,0.00020484782],"genre_scores_gemma":[0.89949834,0.003378103,4.7038407e-7,0.093900576,0.0018875307,0.000113854636,0.0004592038,0.000075328266,0.0006866145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723494,0.0008771213,0.00038457438,0.00061264477,0.0001362714,0.00075446855],"domain_scores_gemma":[0.9958027,0.002863533,0.00021779371,0.0009833717,0.00008302458,0.000049599952],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021496291,0.00052840105,0.0007126546,0.00011945459,0.00096152275,0.00018693309,0.0007608561,0.00037251486,0.00007442391],"category_scores_gemma":[0.00027564893,0.00026928016,0.00019782137,0.0003070208,0.0007576703,0.00007869828,0.00040692333,0.0015876826,0.00032603802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003475738,0.000041212454,0.9440105,0.0006363369,0.00077104405,0.00022982448,0.0051845647,0.00011325401,0.00001309694,0.000087105145,0.048127618,0.0004378685],"study_design_scores_gemma":[0.0015093116,0.00010401195,0.9129949,0.003449063,0.00068054313,0.000034069035,0.0011502312,0.0000046954888,0.000013247051,0.0014735819,0.07792319,0.00066314975],"about_ca_topic_score_codex":0.0016785471,"about_ca_topic_score_gemma":0.0020072896,"teacher_disagreement_score":0.0310156,"about_ca_system_score_codex":0.00015551822,"about_ca_system_score_gemma":0.00018212755,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W4380086654","doi":"10.21203/rs.3.rs-3014899/v1","title":"Unveiling the dynamics of antimicrobial utilization and resistance in a large hospital network over five years: Insights from health record data analysis","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"King Abdullah University of Science and Technology","keywords":"Resistance (ecology); Dynamics (music); Antibiotic resistance; Antimicrobial; Data science; Medicine; Computer science; Psychology; Biology; Microbiology; Ecology; Antibiotics","score_opus":0.058833506130135965,"score_gpt":0.3670224338334912,"score_spread":0.30818892770335526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380086654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577688,0.032780915,0.002140927,0.0012417969,0.00060704345,0.0010125977,0.0043340377,0.00004497131,0.000068912894],"genre_scores_gemma":[0.97452,0.014101959,0.0004152734,0.000032133004,0.00009329628,0.000007728993,0.009763761,0.000031700118,0.0010340957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996619,0.0011845259,0.00056330755,0.0008865261,0.0001650886,0.0005815866],"domain_scores_gemma":[0.9974152,0.0006951567,0.00031100138,0.0013883644,0.00015897927,0.000031340365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014800585,0.00019878856,0.0006541331,0.0003792998,0.0002620479,0.00005182687,0.0008594768,0.00048673403,0.000051070776],"category_scores_gemma":[0.00023449221,0.00016035567,0.000105298204,0.0012972547,0.00037491266,0.00007189263,0.0022015246,0.0013611855,0.000021593853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030033842,0.0021856574,0.7317328,0.006391061,0.01279502,0.00031523115,0.035482313,0.0019131395,0.0008514674,0.028177196,0.17118962,0.0059630997],"study_design_scores_gemma":[0.0014686182,0.00014194293,0.9695557,0.0048520784,0.00025294424,4.3047868e-7,0.004046328,0.0060151108,0.00005535232,0.0054702787,0.007627621,0.00051364326],"about_ca_topic_score_codex":0.0064872704,"about_ca_topic_score_gemma":0.12642707,"teacher_disagreement_score":0.23782285,"about_ca_system_score_codex":0.0001493728,"about_ca_system_score_gemma":0.00040336265,"threshold_uncertainty_score":0.98068553},"labels":[],"label_agreement":null},{"id":"W4380729393","doi":"10.1093/fampra/cmad060","title":"A critical appraisal of acute sore throat guidelines using the AGREE II instrument: a scoping review","year":2023,"lang":"en","type":"review","venue":"Family Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sore throat; Critical appraisal; Intensive care medicine; Physical therapy; Alternative medicine; Surgery; Pathology","score_opus":0.238251880276311,"score_gpt":0.48949779624858597,"score_spread":0.25124591597227497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380729393","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000040069945,0.99417466,0.00022209258,0.0011187784,0.0022674548,0.0011812808,0.00013258027,0.000072219394,0.00082695385],"genre_scores_gemma":[0.0000021803912,0.9967853,0.0011371529,0.0011176921,0.000174173,0.000029714603,0.0001134263,0.000070099464,0.0005702502],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961601,0.0011083849,0.0015485551,0.00055155647,0.00014123794,0.00049017713],"domain_scores_gemma":[0.9930273,0.0044924906,0.0011624702,0.000842286,0.0004410209,0.000034390865],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013927524,0.00048743753,0.00213375,0.000098476194,0.00048703884,0.000028192415,0.0007077222,0.0005766798,0.00008446454],"category_scores_gemma":[0.009495548,0.00029411842,0.00060801103,0.0005723981,0.0004568358,0.000274911,0.0005845942,0.0009567118,0.00037115504],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011218081,0.0004205646,0.000001519945,0.50862646,0.008743926,0.00021530152,0.0003451642,6.226607e-7,0.0003531575,0.0045217797,0.080090955,0.39656836],"study_design_scores_gemma":[0.00011705331,0.00005675449,3.054728e-7,0.36254007,0.006643273,0.0003765268,0.00014241596,5.850686e-7,0.0000058676424,0.000006329121,0.62989104,0.00021978303],"about_ca_topic_score_codex":0.00012578384,"about_ca_topic_score_gemma":0.0000074033924,"teacher_disagreement_score":0.5498001,"about_ca_system_score_codex":0.000041449577,"about_ca_system_score_gemma":0.0010657425,"threshold_uncertainty_score":0.9999511},"labels":[],"label_agreement":null},{"id":"W4380785137","doi":"10.1371/journal.ppat.1011379","title":"Vaccination is an integral strategy to combat antimicrobial resistance","year":2023,"lang":"en","type":"article","venue":"PLoS Pathogens","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Seqirus; Moderna; BC Children’s Hospital Foundation; Children's Hospital Foundation; Medical Research Council; Sanofi; Michael Smith Health Research BC; BC Children's Hospital; GlaxoSmithKline; Pfizer","keywords":"Antibiotic resistance; Vaccination; Streptococcus pneumoniae; Haemophilus influenzae; Medicine; Population; Antimicrobial stewardship; Antibiotics; Microbiology; Biology; Virology; Environmental health","score_opus":0.030684341390269505,"score_gpt":0.26481180550225525,"score_spread":0.23412746411198573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380785137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99587435,0.00020077857,0.000120255616,0.00068985426,0.00040720985,0.000256269,0.00026657674,0.00027324614,0.0019114749],"genre_scores_gemma":[0.98298466,0.00008708751,0.0001718411,0.00055179687,0.000058144673,0.0000066178363,0.00026399049,0.000027551352,0.015848307],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987651,0.00011387551,0.00023848473,0.00040508146,0.00004868725,0.00042875967],"domain_scores_gemma":[0.999396,0.000039588544,0.00006437721,0.00035605856,0.000098588025,0.00004538878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001428197,0.00017587529,0.0002355073,0.000156472,0.0002379251,0.000027366923,0.00025509286,0.00020923156,0.00049828284],"category_scores_gemma":[0.000041553787,0.00015672765,0.00007334577,0.00043179016,0.000045817687,0.00009994011,0.00006361338,0.00018926589,0.0035089904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011963286,0.00015791644,0.0016527099,0.000050743733,0.00007475436,0.000032832508,0.0010371082,0.0000069628977,0.9489107,0.00086217927,0.045465708,0.001628762],"study_design_scores_gemma":[0.001533577,0.00057220174,0.10396308,0.00025812528,0.00012377393,0.000019377188,0.0016419971,0.00004995282,0.86953974,0.0005453942,0.02095987,0.00079289783],"about_ca_topic_score_codex":0.000017322986,"about_ca_topic_score_gemma":0.00021166408,"teacher_disagreement_score":0.10231037,"about_ca_system_score_codex":0.000032578526,"about_ca_system_score_gemma":0.000047389887,"threshold_uncertainty_score":0.9972669},"labels":[],"label_agreement":null},{"id":"W4380852916","doi":"10.1016/j.jiph.2023.06.010","title":"The effect of Telehealth Antimicrobial Stewardship Program (Tele-ASP) on antimicrobial use in a pediatric intensive care unit: Pre- and post-implementation single center study","year":2023,"lang":"en","type":"article","venue":"Journal of Infection and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Antimicrobial stewardship; Pediatric intensive care unit; Antimicrobial; Bronchiolitis; Emergency medicine; Telehealth; Pneumonia; Intensive care unit; Pediatrics; Intensive care medicine; Antibiotics; Telemedicine; Internal medicine; Antibiotic resistance; Health care; Respiratory system","score_opus":0.02775170941366514,"score_gpt":0.3352822816215338,"score_spread":0.30753057220786867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380852916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99678665,0.00026662918,0.0000054060038,0.0013304929,0.0006713125,0.00088398316,0.000025733758,0.000022597193,0.000007193734],"genre_scores_gemma":[0.9978153,0.001742546,0.0000060694624,0.0003061378,0.000060253587,0.0000031283762,0.000034257995,0.0000114221075,0.000020874348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779075,0.0009914909,0.00063203595,0.00016121133,0.000068098234,0.00035638866],"domain_scores_gemma":[0.9985011,0.00033077484,0.0005750201,0.000099192235,0.00043100803,0.00006285618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012531022,0.00014229403,0.0003580791,0.00046530517,0.00029677936,0.0000662366,0.00006131534,0.00010559578,0.00000373707],"category_scores_gemma":[0.00027173787,0.00009167457,0.00006296684,0.00044582022,0.00009615346,0.00017364856,0.000042107356,0.00041003936,0.0000024446388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057948765,0.0003104808,0.9607501,0.00031218128,0.00007442225,0.000005618262,0.0041077514,0.0000022667346,0.0011330236,0.000009809094,0.0010032404,0.03171164],"study_design_scores_gemma":[0.004047959,0.0115944445,0.9765596,0.00010648922,0.000026882355,0.00013366916,0.004727663,9.259367e-7,0.0006651186,6.939573e-7,0.0020532242,0.00008337541],"about_ca_topic_score_codex":0.00092141633,"about_ca_topic_score_gemma":0.0025078142,"teacher_disagreement_score":0.031628266,"about_ca_system_score_codex":0.000077677156,"about_ca_system_score_gemma":0.00024954553,"threshold_uncertainty_score":0.37383804},"labels":[],"label_agreement":null},{"id":"W4381140733","doi":"10.3389/fpubh.2023.1138645","title":"Users’ perception of the OH-EpiCap evaluation tool based on its application to nine national antimicrobial resistance surveillance systems","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Medical Research Council; Canadian Institutes of Health Research; European Commission; Joint Programming Initiative on Antimicrobial Resistance","keywords":"SWOT analysis; Process management; Computer science; Strengths and weaknesses; Risk analysis (engineering); Resource (disambiguation); Knowledge management; Data science; Medicine; Engineering; Business","score_opus":0.03349661219987295,"score_gpt":0.2928592198079345,"score_spread":0.25936260760806157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381140733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89339197,0.0009495609,0.035203353,0.054661445,0.0073909913,0.005119442,0.00054653606,0.00023151396,0.0025051907],"genre_scores_gemma":[0.9967734,0.00007150734,0.00022760406,0.00089584966,0.000048908998,0.00005773393,0.0002797157,0.000013807804,0.0016314368],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99785316,0.00074207044,0.00046644604,0.00034931154,0.00022357501,0.00036541114],"domain_scores_gemma":[0.9990323,0.000080292484,0.0002494003,0.0003195918,0.00028878087,0.00002959644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002937648,0.00012392207,0.00026800644,0.00030289567,0.00020202072,0.00001497258,0.00027865023,0.0001613227,0.000026089494],"category_scores_gemma":[0.0004259715,0.00010081309,0.000054327316,0.001031344,0.00008208749,0.000073208495,0.00003113199,0.00018585424,0.0000833277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005276711,0.00052615826,0.10578467,0.0008557929,0.00011217153,6.6330335e-7,0.0016294698,0.011747078,0.04851384,0.004751959,0.8150938,0.010456712],"study_design_scores_gemma":[0.0019656932,0.00011709004,0.90219367,0.00038668027,0.0000070573,0.000001602354,0.0006686729,0.011185809,0.0007098863,0.00006483812,0.08241811,0.00028088357],"about_ca_topic_score_codex":0.00006348067,"about_ca_topic_score_gemma":0.00010401043,"teacher_disagreement_score":0.796409,"about_ca_system_score_codex":0.0004875636,"about_ca_system_score_gemma":0.0007276033,"threshold_uncertainty_score":0.41110387},"labels":[],"label_agreement":null},{"id":"W4381164109","doi":"10.12927/hcpol.2023.27093","title":"Value in Primary Care: Evidence from the Canadian Primary Care Sentinel Surveillance Network","year":2023,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Queen's University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medical prescription; Antimicrobial stewardship; Medicine; Primary care; Pandemic; Respiratory tract infections; Medical record; Antibiotics; Emergency medicine; Antibiotic Stewardship; Coronavirus disease 2019 (COVID-19); Pediatrics; Family medicine; Medical emergency; Intensive care medicine; Internal medicine; Antibiotic resistance; Nursing; Respiratory system; Infectious disease (medical specialty)","score_opus":0.023948949378907736,"score_gpt":0.27903482930894585,"score_spread":0.2550858799300381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381164109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78661394,0.16088492,0.0000034564805,0.045059457,0.001598423,0.0007908233,0.00049767736,0.00022643838,0.004324866],"genre_scores_gemma":[0.9849829,0.0042802496,0.000026742897,0.008167107,0.00060238247,0.000016326723,0.0011439591,0.000033084005,0.0007472459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973996,0.00062215904,0.00036891535,0.00046186746,0.00008352427,0.0010639335],"domain_scores_gemma":[0.9985666,0.0004916768,0.00010667288,0.0006157209,0.000119863,0.00009942744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033800534,0.00022484548,0.00036884245,0.00014410685,0.0006625823,0.000028359067,0.00046172386,0.00038027947,0.000019968495],"category_scores_gemma":[0.00011474441,0.00017674947,0.00009144912,0.00094989565,0.00020767086,0.00006122966,0.0001419654,0.0005958308,0.0005746127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010581594,0.000014076332,0.95186234,0.0007531523,0.00006401689,0.00008707314,0.009807545,0.00015362837,0.0005399139,0.0013139067,0.027141629,0.008156893],"study_design_scores_gemma":[0.00034576925,0.000029050017,0.96882,0.0007528332,0.00000691161,0.00000789053,0.000887568,0.0000025938493,0.000055696335,0.00013118079,0.028758917,0.00020163986],"about_ca_topic_score_codex":0.8167354,"about_ca_topic_score_gemma":0.8261749,"teacher_disagreement_score":0.19836895,"about_ca_system_score_codex":0.001084425,"about_ca_system_score_gemma":0.003436809,"threshold_uncertainty_score":0.73856753},"labels":[],"label_agreement":null},{"id":"W4381336907","doi":"10.4103/sccj.sccj_10_23","title":"Antibiotic Treatment Duration for Bloodstream Infections in Critically Ill Patients","year":2023,"lang":"en","type":"article","venue":"Saudi Critical Care Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Antibiotics; Internal medicine; Acinetobacter baumannii; Enterococcus faecium; Enterococcus faecalis; Vancomycin; Context (archaeology); Pneumonia; Pseudomonas aeruginosa; Staphylococcus aureus; Linezolid; Intensive care medicine; Microbiology; Biology","score_opus":0.014564677089420712,"score_gpt":0.29764256145663814,"score_spread":0.2830778843672174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381336907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908958,0.0012939755,0.00075592304,0.0033222106,0.0020789586,0.0003664858,0.00014964289,0.00009480106,0.0010422012],"genre_scores_gemma":[0.99867177,0.00020900239,0.00019671269,0.00031234874,0.00011313635,0.0000065102154,0.0001256982,0.000017159908,0.00034764752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876124,0.000114700604,0.0003762421,0.00021333339,0.000051299325,0.00048319885],"domain_scores_gemma":[0.9984598,0.00039046674,0.000038726448,0.00011699444,0.0009378821,0.000056108725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012372542,0.0001504833,0.00023507814,0.00018941045,0.00038782984,0.000040336825,0.00008186363,0.00020918745,0.0001073349],"category_scores_gemma":[0.0019218617,0.00012015127,0.00015136685,0.0002099042,0.00017766349,0.00010692634,0.000022161066,0.00023495905,0.0002118758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072904,0.006135758,0.8246866,0.0011718032,0.00062313094,0.0004085685,0.004914169,0.000054120595,0.057667404,0.01940153,0.024375293,0.0598326],"study_design_scores_gemma":[0.027378416,0.01585936,0.78536177,0.0017297121,0.0012107738,0.0008011176,0.030644365,0.00009931804,0.059566654,0.008710587,0.066582896,0.002055027],"about_ca_topic_score_codex":0.00001991967,"about_ca_topic_score_gemma":0.00015669121,"teacher_disagreement_score":0.057777572,"about_ca_system_score_codex":0.00014530505,"about_ca_system_score_gemma":0.0001005141,"threshold_uncertainty_score":0.48996267},"labels":[],"label_agreement":null},{"id":"W4381715943","doi":"10.1371/journal.pmed.1004199","title":"The impact of inpatient bloodstream infections caused by antibiotic-resistant bacteria in low- and middle-income countries: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo; Royal Society of Tropical Medicine and Hygiene; Royal Society","keywords":"Medicine; Odds ratio; Meta-analysis; Intensive care unit; Antibiotic resistance; Demography; Environmental health; Intensive care medicine; Internal medicine; Antibiotics; Biology","score_opus":0.04394860927950772,"score_gpt":0.3199912178465503,"score_spread":0.2760426085670426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381715943","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009677692,0.9959117,0.0000013088983,0.0001328323,0.000058593483,0.0023059454,0.0005791294,0.00002725906,0.000015473908],"genre_scores_gemma":[0.0024687906,0.99635285,0.0000013514085,0.000029260602,0.0000083196055,0.00006067445,0.00021244827,0.00003461038,0.00083167234],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99629736,0.0009046915,0.0018865806,0.00044876916,0.00010647242,0.00035611267],"domain_scores_gemma":[0.99616635,0.0016745683,0.0012933621,0.00069601677,0.000115479954,0.000054235217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010038039,0.0005375313,0.008174481,0.00038685204,0.00017064114,0.00001579781,0.0002493248,0.00032619317,0.00014259994],"category_scores_gemma":[0.00070455566,0.00023554347,0.000787879,0.0011149381,0.0006757228,0.000034391025,0.00009986201,0.00037720872,0.000024297986],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006132627,0.000113441965,0.00006507962,0.8181106,0.18141325,0.000008811363,0.00012398756,4.3388436e-8,0.000021190619,0.000015615962,0.000111788766,0.000010095012],"study_design_scores_gemma":[0.00034628672,0.00034224478,0.00008418974,0.31474194,0.68308383,0.000016071492,0.00006842515,3.8077525e-7,0.000010340296,0.0000034125565,0.0010649734,0.00023790901],"about_ca_topic_score_codex":0.00048965117,"about_ca_topic_score_gemma":0.00041311272,"teacher_disagreement_score":0.5033686,"about_ca_system_score_codex":0.00007600957,"about_ca_system_score_gemma":0.0001280994,"threshold_uncertainty_score":0.9605184},"labels":[],"label_agreement":null},{"id":"W4381894613","doi":"10.2139/ssrn.4455181","title":"Overprescription of Antibiotics for Treating Hospitalized Covid-19 Patients: A Systematic Review &amp; Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Meta-analysis; Antibiotics; Intensive care medicine; MEDLINE; Virology; Internal medicine; Biology; Infectious disease (medical specialty); Microbiology; Disease","score_opus":0.0701254166880155,"score_gpt":0.3584078689390307,"score_spread":0.28828245225101523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381894613","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000043908526,0.99131185,0.0053367903,0.000051844276,0.00021428485,0.0026911187,0.00032185964,0.000046458037,0.000021424803],"genre_scores_gemma":[0.000072513045,0.9900363,0.000057513607,0.00009564423,0.000028447028,0.00001917434,0.00089651416,0.00007308925,0.008720824],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99405456,0.0012489926,0.0024461567,0.0004897504,0.00015289815,0.0016076317],"domain_scores_gemma":[0.99464685,0.00071405724,0.0036623948,0.0006368959,0.0002810377,0.000058759593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003818756,0.00059139775,0.008394583,0.00054736226,0.00030142383,0.000027359358,0.00062684616,0.00052676914,0.00009816286],"category_scores_gemma":[0.0020882778,0.00036906108,0.007075464,0.0010228686,0.00010834517,0.00007817842,0.00006685111,0.0013168165,0.00010074703],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001725594,0.00011858842,0.0000039424235,0.6346338,0.3617342,8.99136e-7,0.00003340001,0.0000011930051,0.0000011348492,0.0022903436,0.0005099995,0.00065524643],"study_design_scores_gemma":[0.00054145616,0.0002376847,2.9642155e-7,0.06700345,0.88266355,0.00008322366,0.00007781178,4.029111e-7,8.285563e-7,0.0010415316,0.047931753,0.00041800816],"about_ca_topic_score_codex":0.00005354203,"about_ca_topic_score_gemma":0.0002466795,"teacher_disagreement_score":0.56763035,"about_ca_system_score_codex":0.00086307444,"about_ca_system_score_gemma":0.0023514526,"threshold_uncertainty_score":0.99987614},"labels":[],"label_agreement":null},{"id":"W4382044937","doi":"10.1016/j.onehlt.2023.100593","title":"Evidence for the transmission of antimicrobial resistant bacteria between humans and companion animals: A scoping review","year":2023,"lang":"en","type":"review","venue":"One Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Cornell University","keywords":"Companion animal; Biology; Transmission (telecommunications); Microbiology; Medicine; Veterinary medicine; Computer science","score_opus":0.29901966820124637,"score_gpt":0.4457360708800152,"score_spread":0.14671640267876884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382044937","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019872155,0.9945372,0.00035203385,0.0010275358,0.00017353072,0.0036184937,0.00022880784,0.000037948543,0.000004591785],"genre_scores_gemma":[0.00005102014,0.9991139,0.0002228613,0.000108771426,0.00006707515,0.00003309583,0.00016798801,0.00004419955,0.00019104303],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9973253,0.00060227735,0.0011981014,0.0004414185,0.00004795269,0.00038495133],"domain_scores_gemma":[0.99714905,0.0014926991,0.00089110254,0.00037727653,0.000054666285,0.000035230845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015816933,0.00029164998,0.0024495656,0.00007896159,0.00041377096,0.000011751479,0.0003052349,0.0002826218,0.000037895814],"category_scores_gemma":[0.00010163142,0.00018328885,0.00030180794,0.0002157224,0.00021292291,0.00003313751,0.00006977814,0.00032549456,0.000024915405],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042447024,0.000026389014,0.0000037539075,0.72828954,0.00025009655,4.8980604e-7,0.00010129471,6.709544e-9,0.00029771446,0.00010544134,0.0020598744,0.2688229],"study_design_scores_gemma":[0.0001727063,0.0001544009,0.00010924716,0.74738294,0.0007058228,0.00000520862,0.000009679228,3.5321204e-8,0.000023936727,0.000003881294,0.25128853,0.00014358084],"about_ca_topic_score_codex":0.00012707552,"about_ca_topic_score_gemma":0.00006515584,"teacher_disagreement_score":0.26867935,"about_ca_system_score_codex":0.000048978967,"about_ca_system_score_gemma":0.00073883415,"threshold_uncertainty_score":0.74743026},"labels":[],"label_agreement":null},{"id":"W4382358469","doi":"10.1016/j.jogc.2023.06.009","title":"Approved but Unavailable: A Mystery-Caller Survey of Mifepristone Access in a Large Ontario City","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Merck; Bayer","keywords":"Medicine; Medical prescription; Pharmacy; Mifepristone; Stock (firearms); Medical emergency; Family medicine; Pharmacology; Geography","score_opus":0.026151132738948202,"score_gpt":0.24302930783451024,"score_spread":0.21687817509556204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382358469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896344,0.004190594,0.000019183588,0.00009845279,0.005372406,0.00009925458,0.00007349789,0.0000035351968,0.00050867756],"genre_scores_gemma":[0.995776,0.00024529998,0.00001681356,0.00012258708,0.0000038338376,7.7268254e-7,0.000021380056,0.00000822681,0.0038051005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850464,0.00020097685,0.00066650764,0.00017114519,0.000084913874,0.00037180024],"domain_scores_gemma":[0.9971941,0.0018152867,0.00049773033,0.00014722488,0.00029580848,0.000049810704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084367115,0.00013422269,0.0005952018,0.00033801282,0.00008116825,0.000010693599,0.00030913184,0.00026407975,0.00039928645],"category_scores_gemma":[0.0019819485,0.000110814995,0.000047623333,0.0007179352,0.00011159242,0.000075995704,0.0001359478,0.00051001256,0.0000032969783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003658481,0.00012608836,0.98815006,0.000049208655,0.00018578595,0.0005760903,0.0001848401,0.000011406618,0.0002708624,0.00002461549,0.008805498,0.0015789313],"study_design_scores_gemma":[0.0023325696,0.00012846093,0.9888643,0.000014791887,0.000026782718,0.00002265392,0.0001870694,0.0000062987933,0.0002672442,0.000028214907,0.008010153,0.00011147213],"about_ca_topic_score_codex":0.57947814,"about_ca_topic_score_gemma":0.96661425,"teacher_disagreement_score":0.38713616,"about_ca_system_score_codex":0.00048024178,"about_ca_system_score_gemma":0.0023833646,"threshold_uncertainty_score":0.45189044},"labels":[],"label_agreement":null},{"id":"W4383066677","doi":"10.9778/cmajo.20220114","title":"Assessing the appropriateness of community-based antibiotic prescribing in Alberta, Canada, 2017–2020, using ICD-9-CM codes: a cross-sectional study","year":2023,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Medical prescription; Antimicrobial stewardship; Family medicine; Diagnosis code; Cohort; ICD-10; Antibiotic resistance; Antibiotics; Environmental health; Population; Psychiatry; Nursing; Internal medicine","score_opus":0.07814784014522942,"score_gpt":0.3524517129834435,"score_spread":0.2743038728382141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383066677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977872,0.000098884484,0.00005966912,0.00014291175,0.0005572591,0.000747132,0.00002874853,0.000016284761,0.0005619429],"genre_scores_gemma":[0.9987799,0.000003677518,0.000034806977,0.00013000511,0.000015264975,0.0000049349387,0.000096244265,0.000019482208,0.0009156728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792427,0.0009352807,0.0004668723,0.00023344146,0.00008503119,0.00035509156],"domain_scores_gemma":[0.99845934,0.0006620219,0.00021674958,0.0005504768,0.00009360856,0.00001778845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014673335,0.000167583,0.000369449,0.0000803598,0.00085822394,0.00015182927,0.0009771854,0.00014397335,0.000047552756],"category_scores_gemma":[0.00015043194,0.0001231542,0.000050172057,0.00047588325,0.0002775072,0.00019046036,0.000475579,0.0005205164,0.000023173236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010505925,0.00037504258,0.97203815,0.00011352739,0.00016767836,0.000038125592,0.0015206404,0.0024538904,0.022458516,0.00005137187,0.0005780408,0.0000999562],"study_design_scores_gemma":[0.0014851044,0.000056256693,0.9861772,0.00018296482,0.000034131794,0.000021022775,0.006224564,0.00029735165,0.005034873,0.000026337037,0.00028507606,0.00017511951],"about_ca_topic_score_codex":0.9064223,"about_ca_topic_score_gemma":0.80956334,"teacher_disagreement_score":0.09685894,"about_ca_system_score_codex":0.00010047446,"about_ca_system_score_gemma":0.0008625283,"threshold_uncertainty_score":0.66008514},"labels":[],"label_agreement":null},{"id":"W4383199234","doi":"10.1093/cid/ciad283","title":"High Burden of Intestinal Colonization With Antimicrobial-Resistant Bacteria in Chile: An Antibiotic Resistance in Communities and Hospitals (ARCH) Study","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Centers for Disease Control and Prevention","keywords":"Medicine; Colonization; Antimicrobial; Antibiotic resistance; Ciprofloxacin; Internal medicine; Epidemiology; Antibiotics; MacConkey agar; Microbiology; Bacteria; Agar plate; Biology","score_opus":0.017353109771591543,"score_gpt":0.2951078994403775,"score_spread":0.277754789668786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383199234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984791,0.00046527936,0.0000066558564,0.00008099204,0.00019629928,0.00051913486,0.00008973667,0.000099868164,0.000062879204],"genre_scores_gemma":[0.9990902,0.00045997114,0.000017265547,0.000037750615,0.000027916347,0.000005765181,0.0001931432,0.000023859015,0.00014412927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788344,0.00076962024,0.00068466004,0.00032685618,0.00004655124,0.00028890025],"domain_scores_gemma":[0.99865466,0.00063592877,0.00023064547,0.0003443734,0.00009219445,0.000042180473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044820996,0.00019293596,0.0005995706,0.00023738836,0.00013134012,0.000026000664,0.00018559302,0.00014761138,0.00003261432],"category_scores_gemma":[0.00028110723,0.00016222116,0.000044312113,0.00055271154,0.0008347566,0.00013101596,0.00012043732,0.00028804023,0.0000137726065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065431494,0.0015132197,0.9933173,0.0001627444,0.0000870315,0.000060163064,0.0010083198,0.000056919467,0.0026179512,0.00018149853,0.00017144928,0.00016908922],"study_design_scores_gemma":[0.002896261,0.0015517252,0.99201035,0.0007036563,0.000069865215,0.0000031877405,0.0020953515,0.000008846411,0.00031186276,0.00012076114,0.000026373047,0.00020174234],"about_ca_topic_score_codex":0.0017274038,"about_ca_topic_score_gemma":0.012261913,"teacher_disagreement_score":0.010534509,"about_ca_system_score_codex":0.00002703424,"about_ca_system_score_gemma":0.00009376237,"threshold_uncertainty_score":0.68424356},"labels":[],"label_agreement":null},{"id":"W4383904656","doi":"10.1186/s13756-023-01271-7","title":"Practices and challenges related to antibiotic use in paediatric treatment in hospitals and health centres in Niger and Uganda: a mixed methods study","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canton de Genève; Bundesministerium für Bildung und Forschung; European Commission; Public Health Agency; Public Health Agency of Canada; Department of Health and Social Care; Wellcome Trust","keywords":"Medicine; Medical prescription; Antibiotics; Antibiotic resistance; Public health; Health care; Pediatrics; Family medicine; Environmental health; Nursing","score_opus":0.02551313938647253,"score_gpt":0.3271037349730373,"score_spread":0.30159059558656476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383904656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722281,0.022954103,0.000008975205,0.003467464,0.00020507723,0.0010607507,0.000013972119,0.00003820807,0.000023312667],"genre_scores_gemma":[0.91401505,0.08547347,0.000060413047,0.00014410299,0.000010342088,0.000011984031,0.0000068243726,0.000014568305,0.00026325922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768543,0.0008034557,0.00047534343,0.00058705744,0.000031664382,0.00041706706],"domain_scores_gemma":[0.99902064,0.0005283083,0.0002307777,0.00014207544,0.000028040158,0.000050163315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011291909,0.00023652986,0.00060707354,0.00055299775,0.00015216666,0.000059621783,0.000036651887,0.00019285598,0.000003206918],"category_scores_gemma":[0.00027963816,0.00020435863,0.000026556581,0.00048846117,0.000115485105,0.00026229135,0.000053690255,0.00020760667,0.0000055764576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005230525,0.00042004697,0.965573,0.0002001812,0.000114508715,0.000049928283,0.003482593,0.0000075414464,0.010035905,0.00013076451,0.00022479398,0.019237686],"study_design_scores_gemma":[0.00566879,0.00057393464,0.98938465,0.00024150981,0.000036355483,0.000012634564,0.0012696432,0.000010518148,0.00063444674,0.000029631894,0.0019296987,0.00020818472],"about_ca_topic_score_codex":0.0032379392,"about_ca_topic_score_gemma":0.0456796,"teacher_disagreement_score":0.06251937,"about_ca_system_score_codex":0.000080423786,"about_ca_system_score_gemma":0.00005446082,"threshold_uncertainty_score":0.9717343},"labels":[],"label_agreement":null},{"id":"W4383980225","doi":"10.1093/jacamr/dlad082","title":"Gaps and barriers in the implementation and functioning of antimicrobial stewardship programmes: results from an educational and behavioural mixed-methods needs assessment in France, the United States, Mexico and India—authors’ response","year":2023,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Axdev Group (Canada)","funders":"bioMérieux","keywords":"Stewardship (theology); Antimicrobial stewardship; Economic growth; Political science; Psychology; Biology; Economics","score_opus":0.015341399523919176,"score_gpt":0.3306689991128416,"score_spread":0.3153275995889224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383980225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929388,0.0009942496,0.00006712766,0.0045337686,0.00029224626,0.0005939397,0.00054141774,0.000023395949,0.000015016854],"genre_scores_gemma":[0.9959265,0.00094549335,0.0014840255,0.00039310983,0.000025322419,0.000021885282,0.00089359604,0.000021294632,0.0002887541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964547,0.0018872956,0.0006476334,0.00049946544,0.000087679946,0.0004232177],"domain_scores_gemma":[0.99790764,0.0013677423,0.00030307498,0.0002975474,0.00007279272,0.00005121528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002757133,0.0002551999,0.00035949142,0.0004225746,0.00043885983,0.00011771408,0.00019862656,0.00022241683,0.000011970621],"category_scores_gemma":[0.00022817159,0.000188395,0.000034619425,0.0009348919,0.00081966596,0.00018795661,0.000108288245,0.0004961386,9.263796e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050796336,0.00023102996,0.6699795,0.00022873202,0.0001895119,0.000018299252,0.04064979,0.000031636613,0.26940757,0.0010078672,0.008925122,0.0042512896],"study_design_scores_gemma":[0.0028870476,0.00012430988,0.9643851,0.00027404632,0.00006492329,0.000014811864,0.019937074,0.000017705746,0.007896998,0.0001639612,0.0039970498,0.00023695707],"about_ca_topic_score_codex":0.0021563426,"about_ca_topic_score_gemma":0.0023859579,"teacher_disagreement_score":0.2944056,"about_ca_system_score_codex":0.000040156756,"about_ca_system_score_gemma":0.00020937348,"threshold_uncertainty_score":0.7682525},"labels":[],"label_agreement":null},{"id":"W4384933892","doi":"10.20944/preprints202307.1275.v1","title":"A Comparison of Clinical Outcomes Associated with Dosing Metronidazole Every 8 Hours Versus Every 12-Hours: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Preprints.org","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dosing; Metronidazole; Medicine; Meta-analysis; Checklist; Internal medicine; Antibiotics; Biology","score_opus":0.4566251289131033,"score_gpt":0.4890623164558849,"score_spread":0.032437187542781576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384933892","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015341185,0.9960941,0.000010557573,0.000028852826,0.00021108463,0.0017402417,0.00011432645,0.00010544274,0.00016126048],"genre_scores_gemma":[0.019853244,0.9766597,0.000016576689,0.000048486396,0.000008399176,0.00009812152,0.00017667733,0.000056290744,0.0030824721],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99280554,0.0026454746,0.0029637185,0.0009518188,0.00017943735,0.00045401996],"domain_scores_gemma":[0.9917884,0.0032587133,0.0034337624,0.0013040171,0.00015448793,0.000060616032],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0034555544,0.00065793406,0.016846938,0.0003448514,0.00012671358,0.00001232467,0.0006188108,0.00075633003,0.00033131972],"category_scores_gemma":[0.002377664,0.00039511104,0.003918963,0.00088626397,0.00034806956,0.00007242947,0.00038735042,0.00096124347,0.000585265],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004522511,0.00029675823,0.061988402,0.27869967,0.65868133,0.000010284649,0.00006786728,0.0000015535278,6.714482e-7,0.000014294783,0.00008040575,0.00011353646],"study_design_scores_gemma":[0.00048700412,0.00006398984,0.007620907,0.054989025,0.9349288,0.0000048267825,0.00010217295,2.5032756e-7,0.0000078658395,0.0000012741997,0.0013541735,0.00043972745],"about_ca_topic_score_codex":0.00008188045,"about_ca_topic_score_gemma":0.00017813088,"teacher_disagreement_score":0.27624744,"about_ca_system_score_codex":0.000085910535,"about_ca_system_score_gemma":0.00023785219,"threshold_uncertainty_score":0.9998501},"labels":[],"label_agreement":null},{"id":"W4385272412","doi":"10.5539/gjhs.v15n8p32","title":"Prevalence of Self-Medication in Dental Patients: A Case Study of Saudi Arabia","year":2023,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Arabic; Self-medication; Family medicine; Bivariate analysis; Multivariate analysis; Descriptive statistics; Context (archaeology); Oral hygiene; Dentistry; Geography","score_opus":0.013471586544135867,"score_gpt":0.3142433150822543,"score_spread":0.3007717285381184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385272412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998173,0.0010552454,0.00001541122,0.00006986049,0.0004734116,0.00017296676,0.000010373657,0.000005288827,0.000024434645],"genre_scores_gemma":[0.9995501,0.00034190714,0.00006636536,0.000025114918,0.000004981865,3.4430994e-7,4.3748966e-7,0.0000013115808,0.000009446179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986509,0.00010974455,0.00070635485,0.00012939642,0.00016923336,0.00023438853],"domain_scores_gemma":[0.9988449,0.000032483647,0.0007590873,0.00012265472,0.0002064528,0.00003438337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014225604,0.000058016696,0.00022357733,0.00015854124,0.000104858555,0.0000027410215,0.0003099473,0.00003830232,0.000008204439],"category_scores_gemma":[0.00009775367,0.00004435343,0.000028691527,0.0008675814,0.00030975702,0.00013189737,0.000062280866,0.00011501667,0.000007298921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004225001,0.00075140194,0.99452215,0.00016521459,0.000012350682,0.00006396174,0.0010685226,0.000013873146,0.00083057635,0.000027063557,0.00021039948,0.002292226],"study_design_scores_gemma":[0.0011369354,0.0010757475,0.99148995,0.0002405707,0.000010855649,0.00069097633,0.004917932,0.0000069716243,0.00035823905,0.000020789692,0.000013980951,0.000037050573],"about_ca_topic_score_codex":0.00039770617,"about_ca_topic_score_gemma":0.000105732564,"teacher_disagreement_score":0.00384941,"about_ca_system_score_codex":0.000118707896,"about_ca_system_score_gemma":0.00052909396,"threshold_uncertainty_score":0.18086803},"labels":[],"label_agreement":null},{"id":"W4385287711","doi":"10.21203/rs.3.rs-3101976/v1","title":"Quantitative Analysis of the Impact of Infectious Disease Physicians on Patients in the Emergency Department Fast-Track Parenteral Antibiotics Program","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Vancouver Coastal Health Research Institute","keywords":"Medicine; Emergency department; Medical diagnosis; Antibiotics; Emergency medicine; Retrospective cohort study; Infectious disease (medical specialty); Medical record; Disease; Pediatrics; Internal medicine","score_opus":0.04838569186130068,"score_gpt":0.41528332202933127,"score_spread":0.36689763016803056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385287711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542344,0.0004410781,0.000008821291,0.00009382181,0.00030123792,0.0017628713,0.0018158212,0.000021654136,0.00013128205],"genre_scores_gemma":[0.99805915,0.0007990457,0.000004019911,0.0000041486724,0.000013464109,0.000020875857,0.0009076427,0.000020072746,0.00017156955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99667764,0.0015548206,0.00052080845,0.0004307366,0.0003145839,0.00050142576],"domain_scores_gemma":[0.9979621,0.0003467608,0.000345868,0.0008722573,0.0004477731,0.000025207259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058661937,0.0002429781,0.00054356095,0.0005163401,0.00016865705,0.000015807544,0.0006831248,0.00021153883,0.000047905076],"category_scores_gemma":[0.00033710274,0.00013032455,0.00084667397,0.0016844538,0.0004520498,0.00002489646,0.0004326374,0.001004357,0.000028808452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004683745,0.004070947,0.9824193,0.00045371446,0.00288417,0.0000064411015,0.0025563505,0.0043416405,0.00027880928,0.00022885036,0.0014695792,0.0008218027],"study_design_scores_gemma":[0.00034331295,0.0010468286,0.9957989,0.0006543029,0.0002917606,5.9431787e-8,0.0009235064,0.00023364,0.0003293893,0.00023910962,0.000019389865,0.000119832854],"about_ca_topic_score_codex":0.0017079953,"about_ca_topic_score_gemma":0.0018185333,"teacher_disagreement_score":0.013379547,"about_ca_system_score_codex":0.00012619572,"about_ca_system_score_gemma":0.00019913085,"threshold_uncertainty_score":0.53144807},"labels":[],"label_agreement":null},{"id":"W4385379944","doi":"10.1186/s13756-023-01279-z","title":"Best practice guidance for antibiotic audit and feedback interventions in primary care: a modified Delphi study from the Joint Programming Initiative on Antimicrobial resistance: Primary Care Antibiotic Audit and Feedback Network (JPIAMR-PAAN)","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Medicine; Audit; Antibiotic resistance; Primary care; Psychological intervention; De-escalation; Antibiotics; Delphi; Antimicrobial stewardship; Nursing; Family medicine; Intensive care medicine; Computer science; Microbiology; Business","score_opus":0.022595003198671405,"score_gpt":0.26853092098721243,"score_spread":0.24593591778854101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385379944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96776956,0.020108564,0.0010513755,0.0021340598,0.0015444942,0.005087273,0.0007955882,0.00023487175,0.001274204],"genre_scores_gemma":[0.9902225,0.0059705065,0.00044824884,0.0015433738,0.0003289307,0.00005875821,0.0005341874,0.00008582012,0.0008076429],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9954952,0.0008250771,0.001159115,0.0013563472,0.00015857833,0.001005699],"domain_scores_gemma":[0.99681026,0.0012639732,0.0007854901,0.0005878255,0.00046702818,0.00008540516],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009359381,0.0006849692,0.0011510868,0.00027053867,0.0015359005,0.00030371876,0.00027274722,0.00049954676,0.000007279696],"category_scores_gemma":[0.0004369349,0.00058989535,0.00028090848,0.00077398913,0.00082031003,0.000540893,0.00022956234,0.0008134889,0.000042635613],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.063907385,0.010704448,0.26534024,0.03924966,0.010998212,0.0008278344,0.052032817,0.0017415668,0.32186776,0.0034333647,0.18256934,0.04732736],"study_design_scores_gemma":[0.043391064,0.0036436962,0.85660946,0.031675972,0.0029901655,0.00008524863,0.015403649,0.000045219567,0.0063530896,0.00018181055,0.036607817,0.0030127938],"about_ca_topic_score_codex":0.00049374613,"about_ca_topic_score_gemma":0.0072046206,"teacher_disagreement_score":0.59126925,"about_ca_system_score_codex":0.0003027388,"about_ca_system_score_gemma":0.00026955307,"threshold_uncertainty_score":0.99976397},"labels":[],"label_agreement":null},{"id":"W4385442324","doi":"10.1111/jvim.16814","title":"Prevalence of antibiotic use for dogs and cats in United States veterinary teaching hospitals, August 2020","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"U.S. Food and Drug Administration","keywords":"Medicine; CATS; Antibiotics; Medical record; Emergency medicine; Penicillin; Intensive care medicine; Internal medicine; Veterinary medicine","score_opus":0.02959678952180753,"score_gpt":0.3133163024000148,"score_spread":0.28371951287820724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385442324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947565,0.0033198074,0.00016768339,0.00064344687,0.0008938152,0.00014461571,0.00003540312,0.000012941471,0.00002574698],"genre_scores_gemma":[0.99358094,0.00490338,0.00023987217,0.00009825203,0.00008594187,6.660962e-7,0.00001788926,0.00001673493,0.0010563186],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99865264,0.00017403632,0.00069159985,0.00016427088,0.00007151117,0.00024596328],"domain_scores_gemma":[0.9987229,0.0005368374,0.00045849048,0.00013137239,0.000108391745,0.000042006377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006987979,0.0001615789,0.00045320007,0.0004160323,0.000056717257,0.000007150139,0.00024161968,0.000109170476,0.000042556097],"category_scores_gemma":[0.0003947876,0.00011574065,0.00007261124,0.00016572318,0.00032743133,0.00017900812,0.00010127206,0.00039009086,0.0000039331835],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033796707,0.00018582448,0.08820227,0.001944917,0.00032038262,0.0013431018,0.0030638766,0.00002027156,0.89439213,0.00004115301,0.0049299174,0.0021764743],"study_design_scores_gemma":[0.008068158,0.03864453,0.8941986,0.02001156,0.00027615318,0.0077895694,0.0040205256,0.00017009772,0.011516891,0.00022053986,0.014652243,0.00043115727],"about_ca_topic_score_codex":0.00023361175,"about_ca_topic_score_gemma":0.0000027279582,"teacher_disagreement_score":0.88287526,"about_ca_system_score_codex":0.000030933556,"about_ca_system_score_gemma":0.000024687277,"threshold_uncertainty_score":0.4719767},"labels":[],"label_agreement":null},{"id":"W4385463418","doi":"10.1093/jacamr/dlad091","title":"Exploring the views of infection consultants in England on a novel delinked funding model for antimicrobials: the SMASH study","year":2023,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"London School of Hygiene and Tropical Medicine; Shionogi; McGill University","keywords":"Antimicrobial stewardship; Ceftazidime/avibactam; Antimicrobial; Stenotrophomonas maltophilia; Medicine; Carbapenem; Infection control; Meropenem; Intensive care medicine; Psychological intervention; Ceftazidime; Antibiotic resistance; Antibiotics; Pseudomonas aeruginosa; Microbiology; Biology; Nursing","score_opus":0.19770879242406744,"score_gpt":0.3222736905633477,"score_spread":0.12456489813928026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385463418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941015,0.00020572684,0.0018228248,0.00068079407,0.0009962441,0.0017891206,0.00018542177,0.00009062889,0.00012770126],"genre_scores_gemma":[0.9958429,0.0005773682,0.00018391653,0.00022310323,0.00006558145,0.00010388463,0.00003865653,0.00004566069,0.002918951],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975905,0.00028075775,0.0008270379,0.00055880105,0.0000907534,0.0006521666],"domain_scores_gemma":[0.99771947,0.0010539059,0.000379673,0.000628936,0.00019771828,0.000020317735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015660598,0.00032193036,0.000578563,0.00023669555,0.0006072063,0.0000420701,0.00045546744,0.00015915571,0.000007783839],"category_scores_gemma":[0.00059471704,0.00020367412,0.00018124093,0.0010929785,0.00031821575,0.00014159828,0.00011907565,0.00044488712,0.000060602786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023069335,0.00080794987,0.006380274,0.0002788444,0.00031012812,0.0000067862416,0.009306211,0.003218142,0.9693549,0.00084322836,0.0061478466,0.0010387268],"study_design_scores_gemma":[0.033803597,0.0010529591,0.36668956,0.0047388664,0.0008304186,0.0000445401,0.0040309513,0.0067528193,0.4823239,0.00036289042,0.09680564,0.0025638426],"about_ca_topic_score_codex":0.00017034181,"about_ca_topic_score_gemma":0.004387332,"teacher_disagreement_score":0.487031,"about_ca_system_score_codex":0.000071176524,"about_ca_system_score_gemma":0.00011700551,"threshold_uncertainty_score":0.83055896},"labels":[],"label_agreement":null},{"id":"W4385465162","doi":"10.4212/cjhp.3421","title":"Effect of Pharmacist-Initiated Interventions on Duration of Antibiotic Therapy for Acute Exacerbation of Chronic Obstructive Pulmonary Disease and Community-Acquired Pneumonia","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Windsor Regional Hospital","funders":"","keywords":"Medicine; Exacerbation; Antibiotics; Community-acquired pneumonia; Pneumonia; Medical prescription; Pharmacist; Internal medicine; Pharmacotherapy; Intensive care medicine; Pharmacy","score_opus":0.029708137484613546,"score_gpt":0.32376760734520893,"score_spread":0.2940594698605954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385465162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99532276,0.0030220211,0.00001834916,0.00036924038,0.00052708754,0.00042776484,0.00028038374,0.0000049456403,0.000027425422],"genre_scores_gemma":[0.999148,0.00066111604,0.00000264238,0.0000125462875,0.00002517686,0.0000020004652,0.000071984025,0.00001213154,0.00006438813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883556,0.00048186033,0.0004174974,0.00006777201,0.000041950334,0.00015537845],"domain_scores_gemma":[0.9987804,0.00033707358,0.0005380278,0.00012375275,0.00016384048,0.00005689526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000560217,0.00011126151,0.00027667775,0.00018534396,0.00026195223,0.0000067858873,0.00020291895,0.000038080292,0.00002700421],"category_scores_gemma":[0.00008079274,0.00007790783,0.00018546313,0.00016291457,0.00041515243,0.00010915238,0.000014081867,0.0001987956,0.0000025060272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050381823,0.00046834347,0.018612009,0.0011229725,0.0028872762,0.00005642188,0.002891217,0.00011634595,0.9494097,0.0002809,0.0006237592,0.018492851],"study_design_scores_gemma":[0.0063613537,0.0066916826,0.15605055,0.0010267216,0.0010510857,0.000047206104,0.00050740084,0.00024909637,0.8272039,0.00042826447,0.00017788047,0.00020483902],"about_ca_topic_score_codex":0.0005436427,"about_ca_topic_score_gemma":0.00022740485,"teacher_disagreement_score":0.13743854,"about_ca_system_score_codex":0.000051226038,"about_ca_system_score_gemma":0.0002258582,"threshold_uncertainty_score":0.31769893},"labels":[],"label_agreement":null},{"id":"W4385472514","doi":"10.1093/jacamr/dlad087","title":"Fixed versus individualized treatment for five common bacterial infectious syndromes: a survey of the perspectives and practices of clinicians","year":2023,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto; Sunnybrook Hospital","funders":"","keywords":"Medicine; Intensive care medicine; Family medicine","score_opus":0.0550204877191217,"score_gpt":0.34718378440820885,"score_spread":0.29216329668908714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385472514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99519914,0.0010232804,0.000009939655,0.0003439965,0.001068482,0.00067418226,0.0013724287,0.000041421677,0.00026715003],"genre_scores_gemma":[0.9953953,0.0012269592,0.00012713531,0.000018204271,0.000028354107,0.0000135407445,0.0001462424,0.000022696058,0.0030215732],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99825066,0.0005162408,0.0004979202,0.0003758813,0.00005323746,0.0003060549],"domain_scores_gemma":[0.996262,0.0021208962,0.0010283218,0.00038663822,0.00018473381,0.000017421922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048712175,0.0002143033,0.00064200535,0.00009645892,0.00025570695,0.000017863664,0.00025091151,0.00023954829,0.000029431583],"category_scores_gemma":[0.0012016232,0.00015316156,0.00018500272,0.00038964703,0.00063748326,0.000077270306,0.000089927285,0.00013287777,0.00001063617],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034065843,0.001601813,0.09475966,0.0011497732,0.004435351,0.000012515317,0.016890367,0.000017319493,0.81036717,0.0016442619,0.033474702,0.0015811997],"study_design_scores_gemma":[0.019045528,0.0016168727,0.77244025,0.00077363953,0.00075924397,0.000018168901,0.003850533,0.000004702214,0.18006484,0.0000960787,0.020743005,0.0005871214],"about_ca_topic_score_codex":0.0014208833,"about_ca_topic_score_gemma":0.010499246,"teacher_disagreement_score":0.6776806,"about_ca_system_score_codex":0.000050530452,"about_ca_system_score_gemma":0.00018751761,"threshold_uncertainty_score":0.6245747},"labels":[],"label_agreement":null},{"id":"W4385476910","doi":"10.2471/blt.22.289403","title":"National action plans for antimicrobial resistance and variations in surveillance data platforms","year":2023,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"NIHR Imperial Biomedical Research Centre; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Concordance; Antibiotic resistance; Klebsiella pneumoniae; Antimicrobial; Confidence interval; Medicine; Biology; Microbiology; Internal medicine; Antibiotics; Escherichia coli","score_opus":0.03239006239055296,"score_gpt":0.2939662499658254,"score_spread":0.2615761875752724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385476910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53432953,0.002095585,0.012545869,0.4316562,0.0066784075,0.005313171,0.00505224,0.00056730455,0.0017616388],"genre_scores_gemma":[0.98833776,0.00032288788,0.00040773037,0.0005999264,0.00004374097,0.0000026132961,0.0011670468,0.000015740707,0.009102561],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992844,0.000055637433,0.00026957024,0.00019235711,0.00004007447,0.00015796184],"domain_scores_gemma":[0.99926704,0.00023034411,0.00019758598,0.00020084434,0.00009584639,0.000008311306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055945356,0.00006560346,0.00013520679,0.00010022038,0.0002683356,0.000006455277,0.0001961493,0.000062706575,0.000057878868],"category_scores_gemma":[0.00037937006,0.000052577638,0.0000109494285,0.000557534,0.00006302019,0.000026851265,0.00009421505,0.0000877497,0.00003082215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018424574,0.0001083268,0.06378778,0.0006161461,0.00005044549,2.1109113e-7,0.00047980377,0.00017354224,0.008822653,0.01833277,0.9071206,0.00032347476],"study_design_scores_gemma":[0.0019143508,0.000026613217,0.7323854,0.00034427684,0.000010830769,0.0000056512436,0.00013108343,0.00011097668,0.004460842,0.0008445582,0.2595767,0.00018870873],"about_ca_topic_score_codex":0.0000708715,"about_ca_topic_score_gemma":0.006048079,"teacher_disagreement_score":0.66859764,"about_ca_system_score_codex":0.000045892124,"about_ca_system_score_gemma":0.00014622592,"threshold_uncertainty_score":0.337497},"labels":[],"label_agreement":null},{"id":"W4385502583","doi":"10.3389/fpubh.2023.1222149","title":"Perceptions of antimicrobial stewardship: identifying drivers and barriers across various professions in Canada utilizing a one health approach","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Antimicrobial stewardship; Blame; Stewardship (theology); Perception; Qualitative research; Qualitative property; Medicine; Medical education; Nursing; Psychology; Public relations; Family medicine; Political science; Antibiotic resistance; Sociology; Psychiatry","score_opus":0.03518729764837902,"score_gpt":0.29137586953423333,"score_spread":0.2561885718858543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385502583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98731667,0.0013134317,0.0026124392,0.006295516,0.001453244,0.00062058604,0.00021147303,0.000053991775,0.00012263087],"genre_scores_gemma":[0.99577165,0.0016839264,0.0014811907,0.0005200635,0.000010914224,0.000010252258,0.00015959707,0.000019715199,0.0003426981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715155,0.00057910604,0.0006535959,0.00042844287,0.0000879719,0.001099304],"domain_scores_gemma":[0.99925995,0.00005181723,0.00024075879,0.00024988982,0.00003657333,0.00016099597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013944051,0.0001685559,0.0006167483,0.00037901924,0.00050344825,0.000017352222,0.00023814273,0.00017386796,0.000017871158],"category_scores_gemma":[0.00010730401,0.00017283339,0.000042525287,0.0009674555,0.0002805845,0.00014089548,0.00014325573,0.0005810926,0.0000030971257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000584308,0.00023631341,0.8861204,0.001351958,0.00015813367,0.000013303346,0.047825642,0.0000503982,0.0012782627,0.0005390235,0.050692417,0.011675763],"study_design_scores_gemma":[0.0024245665,0.00008545186,0.7059335,0.0006736556,0.0000069156617,0.00001811418,0.28653622,0.00029824892,0.00006800235,0.00005741831,0.003560536,0.000337372],"about_ca_topic_score_codex":0.44521198,"about_ca_topic_score_gemma":0.5238128,"teacher_disagreement_score":0.23871058,"about_ca_system_score_codex":0.00094486604,"about_ca_system_score_gemma":0.0062796124,"threshold_uncertainty_score":0.9993539},"labels":[],"label_agreement":null},{"id":"W4385812518","doi":"10.3390/pharmacy11040129","title":"Development and Implementation of Workshops to Optimize the Delivery of Vaccination Services in Community Pharmacies: Thinking beyond COVID-19","year":2023,"lang":"en","type":"article","venue":"Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pharmacy; Health care; Medicine; Pandemic; Nursing; Pharmacist; Promotion (chess); Public relations; Legislation; Medical education; Political science; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","score_opus":0.039541807586525556,"score_gpt":0.36118016689249305,"score_spread":0.3216383593059675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385812518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997938,0.00081102556,0.0000976624,0.0006976057,0.00009954976,0.00024548298,0.000014680076,0.000021118376,0.00007491105],"genre_scores_gemma":[0.9983338,0.00058817974,0.00027805532,0.0006673923,0.000004354194,0.000008184425,0.000060591647,0.0000047673216,0.000054674383],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930686,0.00018811699,0.0002533441,0.000084839805,0.00003779665,0.00012904682],"domain_scores_gemma":[0.99949837,0.00024959812,0.00011027795,0.00008970011,0.000036478537,0.000015574042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006705213,0.00007087727,0.00012404422,0.000113604176,0.00021075032,0.000005826256,0.0001848306,0.000024681804,0.00014628627],"category_scores_gemma":[0.000011562074,0.000054410484,0.000017389259,0.00027841862,0.00003293346,0.000074462914,0.00014968046,0.00013645063,0.000010687905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007372074,0.00026580872,0.120931245,0.0015688532,0.00046469877,0.0000069213597,0.29564214,0.00094701716,0.4787511,0.00065487006,0.0027882403,0.09724192],"study_design_scores_gemma":[0.0050632446,0.000038720053,0.10883802,0.00013030118,0.00007459618,0.0000072322055,0.07480029,0.00012291558,0.78777957,0.00027750514,0.022653019,0.00021457166],"about_ca_topic_score_codex":0.00084831676,"about_ca_topic_score_gemma":0.00072344,"teacher_disagreement_score":0.3090285,"about_ca_system_score_codex":0.000028955668,"about_ca_system_score_gemma":0.00007049697,"threshold_uncertainty_score":0.22187951},"labels":[],"label_agreement":null},{"id":"W4385881073","doi":"10.1016/j.cmi.2023.08.011","title":"Corrigendum to “Highly versus less bioavailable oral antibiotics in the treatment of gram-negative bloodstream infections: a propensity-matched cohort analysis” [Clin Microbiol Infect 29(4) (2023 April) 490-497]","year":2023,"lang":"en","type":"erratum","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Hotel Dieu Shaver Health and Rehabilitation Centre; Sunnybrook Health Science Centre; Sinai Health System; University of Toronto; Public Health Ontario; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Antibiotics; Confidence interval; Odds ratio; Internal medicine; Cohort; Sulfamethoxazole; Propensity score matching; Trimethoprim; Bioavailability; Microbiology; Biology; Pharmacology","score_opus":0.06311993432189522,"score_gpt":0.32709711299707567,"score_spread":0.26397717867518045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385881073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9483546,0.0027476377,0.00009374073,0.000320462,0.043662112,0.0027648692,0.0009310428,0.00017882964,0.00094668556],"genre_scores_gemma":[0.84067684,0.051323965,0.00010626246,0.0006053119,0.0009881682,0.000088931185,0.010673744,0.00016564118,0.095371135],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935413,0.0021057178,0.0019291777,0.0014898235,0.000051603525,0.0008823776],"domain_scores_gemma":[0.9962033,0.0014011869,0.0010293514,0.00095186394,0.0003309316,0.000083352395],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016328047,0.00086728466,0.0027986339,0.0009849909,0.00047610182,0.000055275028,0.00039610537,0.0032356037,0.00011833613],"category_scores_gemma":[0.00075706013,0.00060754566,0.00089520286,0.002279287,0.00167393,0.0000947555,0.00020561964,0.001749062,0.0006866861],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020976935,0.0070699635,0.6190137,0.00037831228,0.016866578,0.000054892676,0.0006684793,0.000036566413,0.022412049,0.00010572461,0.328644,0.0026520132],"study_design_scores_gemma":[0.010494937,0.017373888,0.33629197,0.0008717022,0.011061316,0.00013905963,0.00070712436,0.000018617126,0.01250281,0.00007535735,0.6085224,0.0019407861],"about_ca_topic_score_codex":0.005228806,"about_ca_topic_score_gemma":0.02937579,"teacher_disagreement_score":0.28272176,"about_ca_system_score_codex":0.00019778832,"about_ca_system_score_gemma":0.00036303565,"threshold_uncertainty_score":0.9996376},"labels":[],"label_agreement":null},{"id":"W4385968510","doi":"10.1017/ice.2023.152","title":"How does the antimicrobial stewardship provider role affect prospective audit and feedback acceptance for restricted antibiotics in a Canadian tertiary-care center?","year":2023,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Antimicrobial stewardship; Audit; Stewardship (theology); Medicine; Affect (linguistics); Antimicrobial; Odds; Medical prescription; Multidisciplinary approach; Antibiotics; Tertiary care; Odds ratio; Family medicine; Intensive care medicine; Nursing; Business; Internal medicine; Antibiotic resistance; Psychology; Accounting; Microbiology; Logistic regression","score_opus":0.007544315120663939,"score_gpt":0.24508141627368507,"score_spread":0.23753710115302112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385968510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97946167,0.0026018692,0.0002362369,0.014460856,0.0011523922,0.0016740056,0.00024864965,0.000092998314,0.00007130578],"genre_scores_gemma":[0.9977272,0.0009268079,0.000026526832,0.0006981565,0.00013057928,0.000028336082,0.000080796046,0.000020367974,0.00036122432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979569,0.00042796053,0.00031818057,0.0005246802,0.000019807103,0.00075247337],"domain_scores_gemma":[0.99853796,0.000923314,0.00017845392,0.000190847,0.00010259587,0.00006680831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004547672,0.00024903478,0.00051777007,0.00019058611,0.00042500874,0.00003903232,0.0001111671,0.0004248293,0.0000052700666],"category_scores_gemma":[0.001108312,0.0001550311,0.00010353921,0.00020861017,0.0005460031,0.00013666863,0.000049220358,0.0003486022,0.000013281764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016804053,0.000042172265,0.9866776,0.00011777398,0.00015624709,0.0000059836375,0.00058034644,0.000011009692,0.0044566435,0.00091820554,0.0019749508,0.0048910114],"study_design_scores_gemma":[0.0029310193,0.00036040746,0.9849244,0.00009158206,0.000052788087,0.00002389759,0.00058917364,0.0001319856,0.0007731385,0.00061359594,0.009272231,0.00023582228],"about_ca_topic_score_codex":0.023743875,"about_ca_topic_score_gemma":0.145245,"teacher_disagreement_score":0.121501125,"about_ca_system_score_codex":0.00009203822,"about_ca_system_score_gemma":0.00011471781,"threshold_uncertainty_score":0.9827571},"labels":[],"label_agreement":null},{"id":"W4386030346","doi":"10.1503/cmaj.221732","title":"Physician antimicrobial prescribing and patient outcomes on general medical wards: a multicentre retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quartile; Interquartile range; Retrospective cohort study; Antimicrobial; Hospital medicine; Emergency medicine; Cohort; Antimicrobial stewardship; Cohort study; Internal medicine; Intensive care medicine; Pediatrics; Antibiotic resistance; Antibiotics; Confidence interval","score_opus":0.005196499502482638,"score_gpt":0.2245681919698305,"score_spread":0.21937169246734786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386030346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860942,0.00009251734,0.0000029733985,0.011077278,0.001743452,0.00027788707,0.00004340903,0.000041901752,0.00062639534],"genre_scores_gemma":[0.99121904,0.00014356284,0.0000054254674,0.007413605,0.00021013031,0.0000035173296,0.000020966836,0.0000161313,0.00096762757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782425,0.00036620157,0.0003969307,0.00027844176,0.00053934683,0.0005948256],"domain_scores_gemma":[0.99897236,0.00015877833,0.00018301944,0.0001097119,0.00016513185,0.00041103168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009835311,0.00016474725,0.00037516523,0.00017269823,0.000545037,0.000048548245,0.00018797025,0.00045261695,0.00081359094],"category_scores_gemma":[0.0014905902,0.0001301219,0.000091739676,0.00020156785,0.00008861927,0.00006257486,0.00004442388,0.0010715817,0.00038007865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020163292,0.00014400759,0.8793495,0.0000035250446,0.0005526635,0.0004992852,0.0013304346,0.0000017826698,0.00009371773,0.00008418901,0.11115416,0.0067665405],"study_design_scores_gemma":[0.0019295289,0.00016973697,0.9760683,0.000108186396,0.000051954994,0.0000611523,0.0017786031,0.000052860378,0.000085131265,0.000024088202,0.019485641,0.0001847889],"about_ca_topic_score_codex":0.0022626484,"about_ca_topic_score_gemma":0.015272979,"teacher_disagreement_score":0.0967188,"about_ca_system_score_codex":0.00050386036,"about_ca_system_score_gemma":0.00080210017,"threshold_uncertainty_score":0.89082503},"labels":[],"label_agreement":null},{"id":"W4386051764","doi":"10.1111/1758-5899.13262","title":"Health systems appraisal of the response to antimicrobial resistance in low‐ and middle‐income countries in relation to <scp>COVID</scp>‐19: Application of the <scp>WHO</scp> building blocks","year":2023,"lang":"en","type":"article","venue":"Global Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"Wellcome Trust","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Outbreak; Low and middle income countries; Resistance (ecology); Healthcare system; Development economics; Global health; Environmental health; Hygiene; Developing country; Business; Economic growth; Medicine; Biology; Economics; Virology; Health care; Infectious disease (medical specialty); Disease","score_opus":0.008596505695252688,"score_gpt":0.28323667911303035,"score_spread":0.2746401734177777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386051764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99406296,0.0010898289,0.00018209922,0.0029221834,0.00031442568,0.0008595961,0.00029124992,0.000033266824,0.00024441455],"genre_scores_gemma":[0.99815136,0.00008943249,0.00005135859,0.000538279,0.00004155614,0.000013310031,0.0000070231276,0.000011460074,0.0010962331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979459,0.00054486544,0.0006007327,0.00034233823,0.000099183184,0.00046699354],"domain_scores_gemma":[0.998408,0.00068100635,0.00033660996,0.00045819557,0.000063640815,0.000052527757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010283721,0.00017151129,0.00039212158,0.00021642534,0.00018970187,0.000015876425,0.00040257414,0.00023019407,2.9260832e-7],"category_scores_gemma":[0.0019678737,0.00012740245,0.00005941838,0.0018215525,0.00026894512,0.000051195522,0.00023710605,0.0001900111,0.000017795173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009180036,0.00023281599,0.70870304,0.0031941459,0.00015212597,0.000006798968,0.01841164,0.005978096,0.1605674,0.07325495,0.028443715,0.00013725048],"study_design_scores_gemma":[0.0009317648,0.000065767,0.9720085,0.0018125671,0.000011363365,0.000014148029,0.00076869194,0.0000233483,0.003225795,0.00028673018,0.02080068,0.00005059766],"about_ca_topic_score_codex":0.00446383,"about_ca_topic_score_gemma":0.0025417581,"teacher_disagreement_score":0.2633055,"about_ca_system_score_codex":0.00027202655,"about_ca_system_score_gemma":0.00046557392,"threshold_uncertainty_score":0.6748005},"labels":[],"label_agreement":null},{"id":"W4386054500","doi":"10.3138/jammi-2022-0042","title":"Do family medicine residents optimally prescribe antibiotics for common infectious conditions seen in a primary care setting?","year":2023,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"Public Health England; Wellcome Trust; AstraZeneca","keywords":"Medicine; Medical prescription; Antimicrobial stewardship; Respiratory tract infections; Acute Pharyngitis; Family medicine; Pharyngitis; Sinusitis; Antibiotics; Pneumonia; Emergency medicine; Antibiotic resistance; Intensive care medicine; Pediatrics; Internal medicine; Surgery; Nursing","score_opus":0.005495701166672776,"score_gpt":0.24312650881772,"score_spread":0.23763080765104722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386054500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98980093,0.0030536314,0.0000119944925,0.004759855,0.001585162,0.00025537377,0.0003024007,0.00001260756,0.00021802275],"genre_scores_gemma":[0.99749976,0.00078845414,0.0000036852055,0.001211423,0.00007720229,0.0000011733244,0.00013206374,0.00001002131,0.00027621264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984243,0.0003865046,0.0006420042,0.00014652839,0.00012840102,0.00027224538],"domain_scores_gemma":[0.99797916,0.0007937987,0.0007414316,0.00012977333,0.00027988656,0.000075931224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089474785,0.00013371774,0.00044172024,0.00014783442,0.00021097343,0.000006259427,0.0002565368,0.00032688899,0.000026748798],"category_scores_gemma":[0.0014144254,0.00009349812,0.000111077046,0.0002289787,0.00024945245,0.00004774611,0.00009326803,0.00044754107,0.0000013161272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022083569,0.000115256174,0.85433334,0.00041311388,0.0005320031,0.00003853175,0.00033053147,0.00009029272,0.024241144,0.00032557914,0.118939884,0.00041948256],"study_design_scores_gemma":[0.0043556127,0.00023026676,0.98271793,0.00095440017,0.00025714427,0.00008375136,0.0004572269,0.000006217489,0.0007698186,0.00033654377,0.009685506,0.00014560696],"about_ca_topic_score_codex":0.009589605,"about_ca_topic_score_gemma":0.046324953,"teacher_disagreement_score":0.12838456,"about_ca_system_score_codex":0.00040996677,"about_ca_system_score_gemma":0.0013880581,"threshold_uncertainty_score":0.99700564},"labels":[],"label_agreement":null},{"id":"W4386091592","doi":"10.12688/routledgeopenres.17407.2","title":"Bridging the gaps in the global governance of antimicrobial resistance: the UN sustainable development goals and global health security agenda","year":2023,"lang":"en","type":"article","venue":"Routledge Open Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Corporate governance; Public health; Global health; Political science; Sustainable development; Public relations; Business; Medicine","score_opus":0.03777161743908869,"score_gpt":0.3711265051245647,"score_spread":0.333354887685476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386091592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382415,0.015790636,0.000028381433,0.027361717,0.00019226207,0.0020679806,0.00014995513,0.000023055716,0.016144516],"genre_scores_gemma":[0.992529,0.0015366263,0.00002530286,0.00036573954,0.000030314353,0.00002477885,0.000023009572,0.000008131916,0.005457107],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9965331,0.0015450196,0.00039186326,0.0003834625,0.0002014203,0.00094515836],"domain_scores_gemma":[0.99879485,0.00034901284,0.00013566525,0.00054032425,0.00015602265,0.000024094641],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006896153,0.00014981374,0.0002929784,0.000029114037,0.0014045782,0.00015718398,0.0016544767,0.000113178896,0.000043718934],"category_scores_gemma":[0.00025902182,0.000077831,0.000043927274,0.00148371,0.0007739484,0.000102042926,0.0012713493,0.00051384396,0.00010203098],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015702855,0.00055947294,0.0787908,0.0011564676,0.00043415537,0.0002891384,0.025060568,0.0000112014095,0.0011829984,0.22613628,0.6497071,0.015101564],"study_design_scores_gemma":[0.0028856648,0.00012918221,0.6335976,0.0007292012,0.000018632267,0.000069489935,0.029046193,0.000017850853,0.004969431,0.0057232147,0.32244697,0.0003665245],"about_ca_topic_score_codex":0.0027318322,"about_ca_topic_score_gemma":0.0057623754,"teacher_disagreement_score":0.5548068,"about_ca_system_score_codex":0.00032250574,"about_ca_system_score_gemma":0.0009572164,"threshold_uncertainty_score":0.99989545},"labels":[],"label_agreement":null},{"id":"W4386127228","doi":"10.1371/journal.pone.0290464","title":"Is scientific evidence enough? Using expert opinion to fill gaps in data in antimicrobial resistance research","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; University of Guelph; University of Waterloo","funders":"Institute of Population and Public Health; Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Canada First Research Excellence Fund; Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs; Joint Programming Initiative on Antimicrobial Resistance; Institute of Infection and Immunity; Public Health Agency; Canadian Institutes of Health Research; National Science Foundation; Royal Society; Public Health Agency of Canada; Royal Society of Canada; Vetenskapsrådet","keywords":"Context (archaeology); Data science; Causal loop diagram; Computer science; Knowledge management; Management science; Engineering; Geography; Artificial intelligence","score_opus":0.37816415789605756,"score_gpt":0.4061358286569336,"score_spread":0.027971670760876033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386127228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875179,0.007415844,0.000009666091,0.0039568655,0.00038082467,0.00043440287,0.0001065467,0.000048399375,0.00012955852],"genre_scores_gemma":[0.9864724,0.0025964035,0.001082414,0.00021584952,0.000072336465,0.000007954213,0.00016814379,0.000024722853,0.009359733],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976094,0.00034942626,0.00034548406,0.00082009,0.0001679826,0.0007076418],"domain_scores_gemma":[0.9984168,0.00030716843,0.00004777752,0.0010777881,0.00012011564,0.000030366351],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018867736,0.00012876926,0.00028693248,0.00062625477,0.00029964262,0.00005961246,0.0008920126,0.00018889229,0.00014531841],"category_scores_gemma":[0.00075131207,0.0001281836,0.00002204032,0.0020182412,0.00033014908,0.00026942484,0.00071563345,0.0004202762,0.0013026951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020907282,0.00042475777,0.0035656178,0.00017782506,0.000030495965,0.000024913985,0.002271355,0.0000030029018,0.953943,0.00003806401,0.039254628,0.000057256573],"study_design_scores_gemma":[0.0011914922,0.000089243505,0.016227452,0.016952964,0.000012611804,0.00000434554,0.0013175325,0.00018461834,0.9318137,0.0001015103,0.031559378,0.00054514385],"about_ca_topic_score_codex":0.0004198294,"about_ca_topic_score_gemma":0.0017670945,"teacher_disagreement_score":0.022129301,"about_ca_system_score_codex":0.000108859174,"about_ca_system_score_gemma":0.00018648832,"threshold_uncertainty_score":0.9994749},"labels":[],"label_agreement":null},{"id":"W4386325588","doi":"10.3138/jvme-2023-0075","title":"A Global Evaluation of Generic Antimicrobial Prescribing Competencies for Use in Veterinary Curricula","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Curriculum; Medical education; Antimicrobial stewardship; Medicine; Antimicrobial; Veterinary medicine; Antibiotic resistance; Biology; Microbiology; Psychology; Antibiotics; Pedagogy","score_opus":0.11961545140602192,"score_gpt":0.38018035808021183,"score_spread":0.2605649066741899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386325588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547094,0.0014255324,0.00025537596,0.00032309841,0.0022753684,0.00020309567,0.000012115371,0.000008882263,0.000025610376],"genre_scores_gemma":[0.99873817,0.00027372176,0.0006927986,0.00008872682,0.000107656684,0.000005891417,0.000042554195,0.000006629996,0.000043844877],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986668,0.00030270926,0.00055323454,0.0001237328,0.00017152535,0.00018194642],"domain_scores_gemma":[0.9990431,0.00013392635,0.00033761442,0.00010758936,0.0003415311,0.000036244874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308716,0.00009424873,0.00025636944,0.00017412557,0.000050870338,0.0000079331685,0.00018229111,0.00016003904,0.000076543525],"category_scores_gemma":[0.00094527774,0.0000779797,0.0001077062,0.00031163075,0.00013310547,0.00017180813,0.00004759855,0.00012906776,0.000006523012],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003128595,0.0031540897,0.04021901,0.0009567316,0.0003848748,0.00011474019,0.0019492672,0.00057959656,0.7266127,0.00042699976,0.05618436,0.16628908],"study_design_scores_gemma":[0.011694372,0.006531786,0.92081267,0.006183672,0.0005469833,0.0061842976,0.003499982,0.00427111,0.0053534377,0.0008589588,0.033399303,0.00066345755],"about_ca_topic_score_codex":0.0000433229,"about_ca_topic_score_gemma":0.000009393228,"teacher_disagreement_score":0.88059366,"about_ca_system_score_codex":0.00010380786,"about_ca_system_score_gemma":0.0009766138,"threshold_uncertainty_score":0.317992},"labels":[],"label_agreement":null},{"id":"W4386792503","doi":"10.58837/chula.the.2019.493","title":"Drug classification scheme review and the economic impact analysis of abandoning non-prescription drug reimbursement in Thailand&#x0D;","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Medical prescription; Drug; Medicine; Health care; Family medicine; Pharmacology; Economic growth","score_opus":0.008009161647004574,"score_gpt":0.27193560491158586,"score_spread":0.2639264432645813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386792503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90779674,0.08399104,0.000015827154,0.00021453972,0.0003918144,0.00091291085,0.000042683925,0.000013124579,0.0066213356],"genre_scores_gemma":[0.92662656,0.041484516,0.000013739955,0.00007036434,0.0000073021615,0.000016664348,0.0022996648,0.000013339566,0.029467847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998596,0.00018769175,0.0006364528,0.00035802883,0.000035304874,0.00018649285],"domain_scores_gemma":[0.998803,0.0001210017,0.0006015435,0.0004119344,0.000051506944,0.000010985564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071113085,0.00023122187,0.00097416906,0.00029191322,0.000068006055,0.0000147128385,0.00019994713,0.00020742312,0.00056591985],"category_scores_gemma":[0.000023842877,0.00013934223,0.00030323214,0.00020799802,0.00009540384,0.00007473158,0.000022760563,0.00029775826,0.00006499513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012795713,0.0011500762,0.39755353,0.028230274,0.07961801,0.000008096874,0.036771875,0.00083648803,0.2526626,0.026734907,0.14838976,0.015248663],"study_design_scores_gemma":[0.008623452,0.00012119031,0.9354344,0.0073792543,0.019089596,0.000005197135,0.010566348,0.002789336,0.0115179485,0.00010447742,0.0031399978,0.0012287934],"about_ca_topic_score_codex":0.0029024999,"about_ca_topic_score_gemma":0.0044305846,"teacher_disagreement_score":0.5378809,"about_ca_system_score_codex":0.00012661636,"about_ca_system_score_gemma":0.00014112887,"threshold_uncertainty_score":0.61964256},"labels":[],"label_agreement":null},{"id":"W4386841741","doi":"10.3138/jammi-2022-0032","title":"Establishing obstetrics-specific metrics and interventions for antimicrobial stewardship","year":2023,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Antimicrobial stewardship; Medicine; Psychological intervention; Medical prescription; Antimicrobial; Audit; Population; Defined daily dose; Intensive care medicine; Pharmacy; Antibiotic resistance; Family medicine; Emergency medicine; Environmental health; Antibiotics; Nursing","score_opus":0.012634219010859364,"score_gpt":0.24322646050395116,"score_spread":0.2305922414930918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386841741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831482,0.007923629,0.00017349355,0.004689249,0.0036318677,0.00015402994,0.00023813367,0.000009937643,0.000031453877],"genre_scores_gemma":[0.99691176,0.0021058756,0.000008920138,0.00034667904,0.00006815509,0.0000010214181,0.000023840239,0.0000068020418,0.0005269223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988722,0.00024066343,0.0004831194,0.000114419934,0.00008313164,0.0002064544],"domain_scores_gemma":[0.997288,0.0016487712,0.0006628289,0.00008536598,0.00024502494,0.00007001455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160651,0.000092755006,0.00030955268,0.00016842049,0.00022362889,0.000015182849,0.00020918658,0.00023586633,0.000028033179],"category_scores_gemma":[0.0056951996,0.000064714506,0.00017168296,0.00034813362,0.00014895751,0.00005823957,0.00009695094,0.00032176072,8.471739e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028864556,0.00033125412,0.29133934,0.0009813629,0.0016663197,0.000030230485,0.0002568154,0.000026383372,0.042410806,0.0032434824,0.6518242,0.0076012015],"study_design_scores_gemma":[0.014303312,0.00069221976,0.44692844,0.0028624714,0.0013859522,0.00043082036,0.0010834335,0.000037670514,0.013860312,0.0018115178,0.5158591,0.00074474164],"about_ca_topic_score_codex":0.0014223626,"about_ca_topic_score_gemma":0.0075069643,"teacher_disagreement_score":0.15558912,"about_ca_system_score_codex":0.00016416605,"about_ca_system_score_gemma":0.0005899885,"threshold_uncertainty_score":0.6818097},"labels":[],"label_agreement":null},{"id":"W4386913138","doi":"10.1016/j.lana.2023.100596","title":"Lives lost and disease burden related to antimicrobial resistance in the Americas can no longer be ignored","year":2023,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Disease; Antimicrobial; Antibiotic resistance; Resistance (ecology); Medicine; Intensive care medicine; Biology; Microbiology; Antibiotics; Internal medicine; Ecology","score_opus":0.03780690351740909,"score_gpt":0.3179835508404672,"score_spread":0.28017664732305814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386913138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64494395,0.0049813893,0.000009781375,0.34808198,0.00027532844,0.00064140843,0.00014494051,0.00009416186,0.0008270759],"genre_scores_gemma":[0.9515467,0.0055201957,0.00011049105,0.034294657,0.00019100429,0.00002219938,0.00015237392,0.000028538607,0.008133783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977991,0.00059140497,0.00035423654,0.00042980028,0.00010014282,0.000725328],"domain_scores_gemma":[0.99871707,0.00040211168,0.00018879691,0.0005455184,0.000046684647,0.000099816265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005472291,0.00021765941,0.0004752068,0.00009911913,0.0004365154,0.000024138653,0.00048696977,0.00007229536,0.000046809582],"category_scores_gemma":[0.00014055496,0.00013077052,0.00006875799,0.000806985,0.0008877675,0.00003789607,0.00011102871,0.0004486996,0.0006137531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017348583,0.0001327705,0.004510418,0.00026108057,0.00013428659,0.00019218441,0.021055259,0.00004180777,0.002606258,0.002974573,0.9643907,0.0019658308],"study_design_scores_gemma":[0.0024656386,0.00044311234,0.34186098,0.0009587291,0.00006510906,0.00013928054,0.009186794,0.00002989537,0.000059318947,0.0014657794,0.6425893,0.0007360926],"about_ca_topic_score_codex":0.0011411944,"about_ca_topic_score_gemma":0.00072475144,"teacher_disagreement_score":0.33735055,"about_ca_system_score_codex":0.00005334805,"about_ca_system_score_gemma":0.00023271082,"threshold_uncertainty_score":0.78887594},"labels":[],"label_agreement":null},{"id":"W4386953753","doi":"10.21203/rs.3.rs-3295414/v1","title":"Infection Point of Care Tests (POCT) in simulated vignettes can improve the education of Antibiotic Stewardship Programmes. An observational comparative study of Clinicians vs Medical Students","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Point-of-care testing; Medicine; Observational study; Antibiotics; Intensive care medicine; Community-acquired pneumonia; Pneumonia; Emergency medicine; Internal medicine; Pathology","score_opus":0.13402362311092975,"score_gpt":0.4807491137839704,"score_spread":0.34672549067304065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386953753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949526,0.000963945,0.000002793381,0.00022155463,0.00045826068,0.0031825597,0.00015519485,0.000026651913,0.00003643375],"genre_scores_gemma":[0.9988685,0.0001878457,0.000009789468,0.000010983515,0.000045869296,0.000033140957,0.0006819174,0.000023392613,0.00013855363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950276,0.0022848174,0.0010360144,0.0005362547,0.0007290086,0.00038628496],"domain_scores_gemma":[0.9959594,0.0011251721,0.00053040177,0.0006718841,0.0016679142,0.00004524336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002681956,0.00022971407,0.0007790918,0.00043883064,0.00013100436,0.000022006381,0.00084702496,0.00060286146,0.00003239824],"category_scores_gemma":[0.0009957708,0.00016833875,0.00012533701,0.0007202479,0.0006816695,0.000047518417,0.0007151646,0.0015370466,0.0000066778093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057999353,0.006370887,0.9617462,0.0021739735,0.0004655451,0.000006660064,0.024251742,0.0005708306,0.0021313727,0.000095145915,0.00014885029,0.0014588092],"study_design_scores_gemma":[0.0012803257,0.003230364,0.94363475,0.0024268846,0.00005730268,8.104012e-7,0.045311663,0.000077632656,0.0036754122,0.00014567029,0.000019545434,0.00013966556],"about_ca_topic_score_codex":0.018485006,"about_ca_topic_score_gemma":0.029939303,"teacher_disagreement_score":0.021059921,"about_ca_system_score_codex":0.0001643607,"about_ca_system_score_gemma":0.0018855816,"threshold_uncertainty_score":0.988051},"labels":[],"label_agreement":null},{"id":"W4387002429","doi":"10.1080/14787210.2023.2263643","title":"How can we tackle the overuse of antibiotics in low- and middle-income countries?","year":2023,"lang":"en","type":"article","venue":"Expert Review of Anti-infective Therapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Business; Health care; Medicine; Quality (philosophy); Enforcement; Economic growth; Political science","score_opus":0.014941864420747915,"score_gpt":0.2790833422574653,"score_spread":0.2641414778367174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387002429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6637199,0.33245945,0.000015683756,0.002869788,0.0002694879,0.0004989408,0.000037606904,0.000025444486,0.00010371275],"genre_scores_gemma":[0.5245588,0.47489974,0.000008662965,0.00032451242,0.00001559778,9.246188e-7,0.0000074546833,0.000010909574,0.00017340912],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875844,0.00027977137,0.00036728632,0.00024806103,0.00006668617,0.0002797672],"domain_scores_gemma":[0.9989359,0.00028574478,0.0002744626,0.00037279856,0.000115401104,0.000015707426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046099728,0.0002078335,0.0006887833,0.000104156694,0.00008960096,0.000009664364,0.00021388599,0.00013681779,0.000061062725],"category_scores_gemma":[0.00008545084,0.00012528985,0.00013432233,0.00045960076,0.00061295764,0.000069015616,0.00006342878,0.00018097651,0.000017311506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078621256,0.0014739197,0.30782595,0.036798455,0.002804456,0.0000993894,0.018834235,0.0000045265397,0.5878858,0.015961295,0.00920356,0.018322177],"study_design_scores_gemma":[0.0035475446,0.00073085446,0.19384147,0.047142155,0.000058410482,0.00004371965,0.001334809,0.000005535489,0.6693642,0.00033492735,0.08295514,0.0006412357],"about_ca_topic_score_codex":0.0001437583,"about_ca_topic_score_gemma":0.0000464926,"teacher_disagreement_score":0.14244029,"about_ca_system_score_codex":0.000021025257,"about_ca_system_score_gemma":0.00006955101,"threshold_uncertainty_score":0.5109172},"labels":[],"label_agreement":null},{"id":"W4387033501","doi":"10.2217/fmb-2023-0187","title":"Has Coronavirus Disease 2019 Changed Clinical Microbiology Laboratories Forever?","year":2023,"lang":"en","type":"article","venue":"Future Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Royal University Hospital; Saskatchewan Health Authority","funders":"","keywords":"Clinical microbiology; Library science; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Microbiology; Family medicine; Infectious disease (medical specialty); Biology; Disease; Pathology; Computer science","score_opus":0.037022609516000844,"score_gpt":0.30606609950536817,"score_spread":0.26904348998936733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387033501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9125461,0.039785217,0.0001256291,0.012689159,0.027757261,0.0010139667,0.004626571,0.001100062,0.00035604023],"genre_scores_gemma":[0.9484829,0.004727083,0.0002088749,0.0044099335,0.0025914449,0.00004588671,0.012704405,0.00013108575,0.026698442],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962919,0.00075173436,0.0007837793,0.0009880199,0.000017590206,0.0011669782],"domain_scores_gemma":[0.9983276,0.0003196812,0.00029646387,0.0007623355,0.00018099426,0.00011290948],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006038575,0.00049796514,0.0008876411,0.00021815009,0.0005587937,0.00002822648,0.0006698245,0.0012356957,0.0009889335],"category_scores_gemma":[0.00013573882,0.00039862996,0.00033688388,0.00060258264,0.0015934274,0.00008419085,0.00035780625,0.0007926784,0.011993121],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069910754,0.00017338031,0.015408812,0.000054477947,0.00040151644,0.00009919992,0.00024305342,0.0000010388123,0.5511029,0.0015674894,0.42809448,0.0021545857],"study_design_scores_gemma":[0.0017848578,0.0002608955,0.021210978,0.000045756708,0.00010922737,0.00013767595,0.0003087209,5.602555e-7,0.0093613565,0.00015184887,0.96611917,0.0005089751],"about_ca_topic_score_codex":0.000033933913,"about_ca_topic_score_gemma":0.00020226873,"teacher_disagreement_score":0.5417415,"about_ca_system_score_codex":0.000050238075,"about_ca_system_score_gemma":0.00032042628,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W4387193702","doi":"10.1017/ash.2023.390","title":"Impact of COVID-19 on healthcare-associated infections in Canadian acute-care hospitals: Interrupted time series (2018–2021)","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Emergency medicine; Incidence (geometry); Infection control; Intensive care unit; Confidence interval; Poisson regression; Coronavirus disease 2019 (COVID-19); Internal medicine; Intensive care medicine; Infectious disease (medical specialty); Population; Environmental health; Disease","score_opus":0.033890200618100996,"score_gpt":0.3554272998158577,"score_spread":0.3215370991977567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387193702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547346,0.0024844476,0.000012181774,0.03708234,0.0017549206,0.0009998077,0.0024420966,0.00025900526,0.00023055256],"genre_scores_gemma":[0.99009246,0.0027909721,0.000030127208,0.0033284612,0.00007702248,0.0000282895,0.0028275456,0.00006764144,0.00075751357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991785,0.0033513024,0.0015428233,0.0009778728,0.000066267916,0.0022767398],"domain_scores_gemma":[0.9962229,0.0015899315,0.0006518824,0.0007171966,0.00029795262,0.00052014407],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021426468,0.00057198136,0.001797207,0.0012078288,0.00060905184,0.000010579749,0.00052535534,0.0015538874,0.00048206068],"category_scores_gemma":[0.0038959864,0.00052137,0.0005359995,0.0015279965,0.0007053413,0.00013063541,0.00015291439,0.0012012987,0.0013271568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088446814,0.00030747562,0.90319604,0.0005641962,0.0009223921,0.00016569975,0.0039732396,0.00025869498,0.004987946,0.0014854848,0.08177343,0.0014809273],"study_design_scores_gemma":[0.0048046773,0.010801013,0.9531056,0.0016363923,0.00018070322,0.00033777938,0.0023825238,0.000025687837,0.0014927068,0.0012604648,0.022282753,0.0016896548],"about_ca_topic_score_codex":0.70263535,"about_ca_topic_score_gemma":0.60899925,"teacher_disagreement_score":0.0936361,"about_ca_system_score_codex":0.002234521,"about_ca_system_score_gemma":0.0039959596,"threshold_uncertainty_score":0.9997423},"labels":[],"label_agreement":null},{"id":"W4387193707","doi":"10.1017/ash.2023.285","title":"Retrospective data analysis of CLABSI rates at Baystate Medical Center during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Incidence (geometry); Epidemiology; Quarter (Canadian coin); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Infection control; Retrospective cohort study; Emergency medicine; Pediatrics; Outbreak; Internal medicine; Intensive care medicine; Infectious disease (medical specialty); Virology; Disease; Geography","score_opus":0.12052453635129588,"score_gpt":0.39875549833175455,"score_spread":0.27823096198045866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387193707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574371,0.0032213358,0.00028560823,0.03455747,0.0013079388,0.00049480976,0.0023595244,0.00026295937,0.00007328339],"genre_scores_gemma":[0.97798115,0.0077997423,0.00004083691,0.009066023,0.0001222061,0.000008894134,0.0034457953,0.000036826917,0.0014985387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99172074,0.0039400533,0.0015753002,0.0012802463,0.00013460174,0.0013490613],"domain_scores_gemma":[0.99395716,0.0031511353,0.0008001732,0.0017035058,0.00016332344,0.00022470375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00659155,0.00039766505,0.0017754426,0.00045281707,0.00091278524,0.000006765356,0.001592815,0.000960752,0.0009862785],"category_scores_gemma":[0.00590723,0.0002754524,0.0004037001,0.0016884963,0.0015778171,0.000088663815,0.0014162469,0.001002841,0.000406944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053501787,0.000080865066,0.9496059,0.00031505254,0.002138782,0.00004946139,0.00064032135,0.000045175417,0.007834468,0.00059122953,0.038001597,0.00016214098],"study_design_scores_gemma":[0.002098725,0.0002032192,0.95461446,0.00014460685,0.00059453706,0.00036590928,0.00042755148,0.00013430262,0.0011267029,0.00033068485,0.03945406,0.00050522847],"about_ca_topic_score_codex":0.0058788136,"about_ca_topic_score_gemma":0.018228928,"teacher_disagreement_score":0.025491444,"about_ca_system_score_codex":0.0003773839,"about_ca_system_score_gemma":0.0005120509,"threshold_uncertainty_score":0.9999698},"labels":[],"label_agreement":null},{"id":"W4387260572","doi":"10.1186/s12887-023-04235-3","title":"A trial-based cost-effectiveness analysis of antibiotic prescription strategies for non-complicated respiratory tract infections in children","year":2023,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexus Clinical Research (Canada)","funders":"","keywords":"Medicine; Medical prescription; Euros; Respiratory tract infections; Antibiotics; Health care; Cost effectiveness; Antibiotic resistance; Cost-effectiveness analysis; Incremental cost-effectiveness ratio; Defined daily dose; Quality-adjusted life year; Pediatrics; Intensive care medicine; Emergency medicine; Internal medicine; Respiratory system; Pharmacology","score_opus":0.03773941863637778,"score_gpt":0.3115223329358119,"score_spread":0.27378291429943413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387260572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885052,0.00034796086,0.008886055,0.0000062598815,0.0002533286,0.0016573116,0.00020185036,0.00008775244,0.000054295546],"genre_scores_gemma":[0.9992804,0.000049019007,0.00003923676,0.000012958164,0.000039730316,0.000057974896,0.00046223475,0.000014955278,0.000043479988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987243,0.0002462625,0.000396531,0.00031208867,0.000043900003,0.00027694667],"domain_scores_gemma":[0.99873614,0.00067241257,0.00021085558,0.0002654623,0.00009815093,0.000016960836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006227309,0.00014860541,0.0004493157,0.0010891259,0.000108093715,0.000015320215,0.00013855087,0.00027542692,0.000012286313],"category_scores_gemma":[0.00017630473,0.00013712062,0.00025237765,0.0026407358,0.0000941739,0.000082854705,0.000020640631,0.00015063286,0.000026406335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024572113,0.0010048313,0.96768844,0.00018728284,0.0003251858,6.867824e-7,0.000054338652,0.0071547125,0.02052827,0.00021205164,0.00025672498,0.00013027062],"study_design_scores_gemma":[0.013049647,0.00044593704,0.9825276,0.000021130387,0.0008952507,5.2676984e-7,0.0000872194,0.00049645785,0.0022023625,0.0000471531,0.000067727546,0.00015897403],"about_ca_topic_score_codex":0.00018245063,"about_ca_topic_score_gemma":0.00022468726,"teacher_disagreement_score":0.018325908,"about_ca_system_score_codex":0.00004494719,"about_ca_system_score_gemma":0.00028484306,"threshold_uncertainty_score":0.55916166},"labels":[],"label_agreement":null},{"id":"W4387313519","doi":"10.4212/cjhp.3391","title":"Characterization of Prescribing Practices for Uncomplicated Streptococcal and Enterococcal Bacteremias: The NARRATE Study","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Providence Health Care; Fraser Health; University of British Columbia","funders":"","keywords":"Medicine; Antibiotics; Bacteremia; Internal medicine; Retrospective cohort study; Cohort; Pediatrics; Intensive care medicine","score_opus":0.03970405646440948,"score_gpt":0.2985254822345959,"score_spread":0.2588214257701864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387313519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944159,0.00033485258,0.000017616401,0.00395253,0.00060039194,0.0005985559,0.000047802994,0.000006411388,0.000025934813],"genre_scores_gemma":[0.99944305,0.00005227569,0.0000027884587,0.000068227884,0.000074145224,0.0000054262637,0.000016030785,0.000010021447,0.00032804586],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99920744,0.00014937633,0.00030768677,0.0000960323,0.000033634566,0.00020582356],"domain_scores_gemma":[0.9989312,0.00015167768,0.0005955408,0.00011543263,0.00015827201,0.00004783891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005002387,0.00009296291,0.00016602657,0.00007388342,0.00035370453,0.000041485695,0.00028919775,0.000033830544,0.000039157807],"category_scores_gemma":[0.00012082566,0.000051329618,0.00005793584,0.00013130048,0.0002018741,0.00015081238,0.000024372333,0.00022774196,0.0000078704625],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006018981,0.00023401399,0.14289486,0.00008258089,0.0012499436,0.000038649607,0.018866435,0.000011406747,0.8248537,0.00017309637,0.005602888,0.005390498],"study_design_scores_gemma":[0.0095218215,0.0034689074,0.7322047,0.00043797516,0.000936954,0.00022612236,0.023943674,0.00015383383,0.13920505,0.0003210091,0.0890182,0.000561771],"about_ca_topic_score_codex":0.0013529006,"about_ca_topic_score_gemma":0.0029906924,"teacher_disagreement_score":0.6856487,"about_ca_system_score_codex":0.000021592177,"about_ca_system_score_gemma":0.00021621701,"threshold_uncertainty_score":0.2720445},"labels":[],"label_agreement":null},{"id":"W4387435227","doi":"10.1016/j.eclinm.2023.102257","title":"Antibiotic prescribing guideline recommendations in COVID-19: a systematic survey","year":2023,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cochrane; Health Sciences Centre; Sunnybrook Health Science Centre; Impact; McMaster University; McMaster University Medical Centre; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; Guideline; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; MEDLINE; Intensive care medicine; Virology; Internal medicine; Pathology; Infectious disease (medical specialty)","score_opus":0.09513545116968133,"score_gpt":0.39127766233813077,"score_spread":0.2961422111684494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387435227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8155212,0.023807054,0.009069758,0.12665823,0.0129099935,0.005482894,0.0003876166,0.0020661985,0.0040970743],"genre_scores_gemma":[0.9889984,0.0011468249,0.0001427373,0.003355491,0.000073660485,0.000007657016,0.000908401,0.000022620923,0.0053441706],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9967627,0.00093572086,0.0014061657,0.00040646162,0.00006557011,0.00042338256],"domain_scores_gemma":[0.99595314,0.0031588331,0.00024763888,0.00048087206,0.00007082509,0.00008867469],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005313594,0.0001718682,0.0007131951,0.00027783538,0.00015401989,0.000010472911,0.00029130848,0.00025020324,0.0006807769],"category_scores_gemma":[0.013613968,0.00012895597,0.00008241329,0.000863438,0.00023237152,0.00005931904,0.00011061487,0.00038534414,0.0018186723],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039720006,0.000693674,0.18400429,0.008101395,0.000492166,0.00022431227,0.0013382871,0.00013134004,0.0065046092,0.00077422545,0.7962062,0.0011323065],"study_design_scores_gemma":[0.042584825,0.0023926354,0.7220532,0.07201178,0.0010140736,0.00045291168,0.0128013315,0.0032750722,0.0020323968,0.00264428,0.13569275,0.003044751],"about_ca_topic_score_codex":0.00063053175,"about_ca_topic_score_gemma":0.0010556432,"teacher_disagreement_score":0.66051346,"about_ca_system_score_codex":0.000057690435,"about_ca_system_score_gemma":0.00018994347,"threshold_uncertainty_score":0.9989585},"labels":[],"label_agreement":null},{"id":"W4387439408","doi":"10.1002/jhm.13220","title":"Ten common misconceptions about antibiotic use in the hospital","year":2023,"lang":"en","type":"review","venue":"Journal of Hospital Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Hospital medicine; Antibiotics; Intensive care medicine; Adverse effect; MEDLINE; Antimicrobial; Family medicine; Internal medicine","score_opus":0.041125035275203815,"score_gpt":0.32893466561084433,"score_spread":0.2878096303356405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387439408","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041389805,0.9896305,0.000006904251,0.0011840701,0.004295494,0.0005223934,0.00003145329,0.000017539427,0.00017265604],"genre_scores_gemma":[0.006777833,0.9910656,0.000020178624,0.00009971189,0.00058231567,0.0000021936182,0.00006427538,0.0000450042,0.0013428943],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997275,0.00044015734,0.0014824707,0.00024231029,0.00015665252,0.00040339804],"domain_scores_gemma":[0.99716336,0.00094756554,0.0013147985,0.0004164249,0.0001167964,0.000041069285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086652563,0.00039928753,0.0021642763,0.00038955652,0.00013541979,0.000025392805,0.00086669804,0.0005022921,0.000086031185],"category_scores_gemma":[0.00055712945,0.0001917837,0.00052333577,0.00055589847,0.0007432359,0.00013731037,0.00007355953,0.0016468691,0.0002821228],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015454982,0.004410867,0.006376613,0.026567828,0.007769465,0.010380959,0.015223052,0.0000022837603,0.00014508281,0.0020977384,0.301237,0.6256346],"study_design_scores_gemma":[0.0012371215,0.0030472162,0.004021949,0.06904709,0.0017483025,0.0006760767,0.0021333003,6.7145294e-8,0.000004760822,0.00008027026,0.91762185,0.00038201056],"about_ca_topic_score_codex":0.00008581102,"about_ca_topic_score_gemma":0.00004069927,"teacher_disagreement_score":0.62525254,"about_ca_system_score_codex":0.00008006727,"about_ca_system_score_gemma":0.00017515884,"threshold_uncertainty_score":0.7820713},"labels":[],"label_agreement":null},{"id":"W4387475784","doi":"10.1016/j.heliyon.2023.e20563","title":"Overprescription of antibiotics for treating hospitalized COVID-19 patients: A systematic review &amp; meta-analysis","year":2023,"lang":"en","type":"review","venue":"Heliyon","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Impact; Population Health Research Institute; McMaster University","funders":"McMaster University","keywords":"Coronavirus disease 2019 (COVID-19); Meta-analysis; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Antibiotics; MEDLINE; Intensive care medicine; Coronavirus Infections; Medical physics; Pharmacology; Virology; Internal medicine; Chemistry; Microbiology; Biology; Infectious disease (medical specialty); Disease","score_opus":0.12002023773563861,"score_gpt":0.37606480049326013,"score_spread":0.25604456275762155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387475784","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000024094497,0.9925305,0.0010282688,0.000026251442,0.000250886,0.0045930594,0.0014260499,0.000091591006,0.000050988652],"genre_scores_gemma":[0.000007890867,0.9883911,0.00016370903,0.00019250385,0.0000133344765,0.00005465955,0.003311526,0.00006462904,0.007800622],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99585205,0.0009363896,0.0021303985,0.0006060246,0.000111074754,0.00036408697],"domain_scores_gemma":[0.9954813,0.00094588514,0.0023604054,0.00094571436,0.00021856028,0.00004812881],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009353951,0.00055099453,0.009405113,0.0004221499,0.00015522877,0.000016648864,0.00040461405,0.00060422457,0.0002449421],"category_scores_gemma":[0.0023167043,0.00035054088,0.0057228794,0.0010225486,0.000107930166,0.00004779291,0.0000889049,0.00021715632,0.00032506388],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007759521,0.00009128686,0.0000033713818,0.8644827,0.13412596,9.1797e-7,0.00003735207,4.7625056e-7,0.000002063185,0.00009206098,0.000999871,0.00015621177],"study_design_scores_gemma":[0.00023704943,0.00006107837,6.7931546e-7,0.22688842,0.6294566,0.0000027991928,0.000010861226,1.6643752e-7,0.0000031653951,0.0000062504555,0.14304866,0.00028431448],"about_ca_topic_score_codex":0.00003242391,"about_ca_topic_score_gemma":0.000042366806,"teacher_disagreement_score":0.6375943,"about_ca_system_score_codex":0.0001222943,"about_ca_system_score_gemma":0.000175632,"threshold_uncertainty_score":0.9998947},"labels":[],"label_agreement":null},{"id":"W4387602072","doi":"10.3389/fpubh.2023.1230848","title":"Exploring the factors that contribute to the successful implementation of antimicrobial resistance interventions: a comparison of high-income and low-middle-income countries","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Institute of Population and Public Health; National Science Foundation; Vetenskapsrådet; Svenska Forskningsrådet Formas; Institute of Infection and Immunity; Joint Programming Initiative on Antimicrobial Resistance; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Psychological intervention; Low and middle income countries; Antibiotic resistance; Antimicrobial; Medicine; Environmental health; Business; Economic growth; Developing country; Biology; Economics; Nursing; Microbiology; Antibiotics","score_opus":0.07216319072471007,"score_gpt":0.32616312009112314,"score_spread":0.2539999293664131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387602072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833175,0.002235858,0.0021002034,0.009788012,0.0016318428,0.00058088184,0.00030808357,0.00003185844,0.0000057586203],"genre_scores_gemma":[0.9981282,0.0014075158,0.00009974944,0.00008415967,0.000013184582,0.000021794369,0.00008456125,0.000011323128,0.00014955414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812335,0.0004017821,0.0007047511,0.00022775606,0.00008879803,0.00045358815],"domain_scores_gemma":[0.9989551,0.00021738998,0.00041843267,0.0002894673,0.00008382426,0.00003583949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00124321,0.00013950412,0.00050604524,0.00027653825,0.00030948358,0.000029223078,0.0003528416,0.00006638428,0.000016453516],"category_scores_gemma":[0.0000903902,0.000089589594,0.0000806094,0.00059686473,0.00031066465,0.00020233385,0.00012975746,0.00020544519,0.000005288426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001359032,0.00006792047,0.9789091,0.0011544472,0.00019455179,8.2078486e-7,0.009307428,0.000006578784,0.00011626028,0.0018154909,0.0071645295,0.0011270201],"study_design_scores_gemma":[0.00087389577,0.000107332744,0.96977556,0.00093291997,0.000015785943,7.783482e-7,0.018165177,0.0000031523493,0.0038627086,0.00007250869,0.0060846102,0.000105600004],"about_ca_topic_score_codex":0.0015746196,"about_ca_topic_score_gemma":0.005243386,"teacher_disagreement_score":0.014810656,"about_ca_system_score_codex":0.000098809425,"about_ca_system_score_gemma":0.00017535167,"threshold_uncertainty_score":0.36533576},"labels":[],"label_agreement":null},{"id":"W4387614696","doi":"10.3390/pharma2040025","title":"Impact of Antibiotic De-Escalation on Antibiotic Consumption, Length of Hospitalization, Mortality, and Cost: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Pharmacoepidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Antibiotic Stewardship; Meta-analysis; Antibiotic resistance; De-escalation; Antimicrobial stewardship; Systematic review; Intensive care medicine; Emergency medicine; MEDLINE; Internal medicine","score_opus":0.23171315840940357,"score_gpt":0.47320265003496403,"score_spread":0.24148949162556047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387614696","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007760469,0.9957022,0.00017952987,0.000049226026,0.000083334984,0.0025332929,0.0006105077,0.000043794164,0.000022071401],"genre_scores_gemma":[0.021521373,0.97756135,0.000021227099,0.00012689504,0.000009791267,0.000022910008,0.0004707724,0.000043266024,0.00022239437],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99255717,0.003832603,0.0024380432,0.0006836001,0.00006641815,0.0004221483],"domain_scores_gemma":[0.9936723,0.0027939407,0.0027061724,0.0005884988,0.00017229811,0.00006675032],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030055363,0.00060596725,0.011250827,0.0005734525,0.00008746788,0.0000060220177,0.00027885335,0.0005917931,0.00019536824],"category_scores_gemma":[0.0014363206,0.00038534854,0.002016244,0.000754493,0.0006162563,0.00005569586,0.00011867154,0.000390676,0.000053254953],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070742694,0.00012652611,0.0058428985,0.72150004,0.27101317,0.000003834746,0.00003208582,0.000011667977,0.000020319136,0.00052604824,0.0007005305,0.00021576189],"study_design_scores_gemma":[0.00027836175,0.00018742762,0.0035449455,0.027845267,0.96731657,0.00006781027,0.00000503568,0.000020233294,0.00001788622,0.000037345235,0.00029058263,0.0003885517],"about_ca_topic_score_codex":0.00020639773,"about_ca_topic_score_gemma":0.000018626566,"teacher_disagreement_score":0.69630337,"about_ca_system_score_codex":0.0000653086,"about_ca_system_score_gemma":0.00012965653,"threshold_uncertainty_score":0.99985987},"labels":[],"label_agreement":null},{"id":"W4387645654","doi":"10.1007/978-3-030-64477-2_20","title":"Pharmacy Services in the Time of Pandemic","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Pandemic; Pharmacy; Medicine; Health care; Nursing; Harm; Public relations; Pharmacotherapy; Scope (computer science); Business; Medical emergency; Coronavirus disease 2019 (COVID-19); Political science; Infectious disease (medical specialty); Disease","score_opus":0.02083987359347553,"score_gpt":0.2546956039079962,"score_spread":0.2338557303145207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387645654","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004473778,0.004990609,0.0000021410349,0.00029859645,0.00031092338,0.00023815883,0.000056615405,0.00007243225,0.9895567],"genre_scores_gemma":[0.033891868,0.0018350133,0.000002514437,0.00033088817,0.000023009065,8.328516e-7,0.0000976783,0.000018042378,0.96380013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942803,0.000027562302,0.00022985763,0.00015701193,0.000025688421,0.0001318323],"domain_scores_gemma":[0.9995247,0.00013775144,0.000109311695,0.00020600646,0.000018591627,0.0000035987707],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015839901,0.00013654784,0.00025960177,0.00007224707,0.000029552453,0.000002596189,0.00031561786,0.00024085237,0.0024857528],"category_scores_gemma":[0.0000018357094,0.00007890023,0.00008474528,0.000023475528,0.00012304065,0.000014894064,0.000053439806,0.0002984934,0.0049763094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010399169,0.0004078048,0.008870281,0.0031366376,0.0042837304,0.00032018908,0.010086117,0.000006069175,0.24337298,0.49520254,0.20810117,0.025172574],"study_design_scores_gemma":[0.00146904,0.00008074409,0.0013381338,0.0009778823,0.00021684104,0.000052419455,0.00038654736,0.0000034681618,0.0038100244,0.008368523,0.98284733,0.00044904003],"about_ca_topic_score_codex":0.000115940486,"about_ca_topic_score_gemma":0.00020404367,"teacher_disagreement_score":0.7747462,"about_ca_system_score_codex":0.000005826764,"about_ca_system_score_gemma":0.000028411478,"threshold_uncertainty_score":0.99842614},"labels":[],"label_agreement":null},{"id":"W4387692567","doi":"10.1186/s13017-023-00518-3","title":"Ten golden rules for optimal antibiotic use in hospital settings: the WARNING call to action","year":2023,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"University of Ghana; Semmelweis Egyetem; National Institute for Health and Care Research; University of the Philippines; Univerzita Karlova v Praze","keywords":"Medicine; Antibiotic resistance; Intensive care medicine; Multidisciplinary approach; Health care; Risk analysis (engineering); Antibiotics; Medical emergency; Business; Political science; Economic growth; Economics; Law","score_opus":0.07563180995866199,"score_gpt":0.3374768370901918,"score_spread":0.2618450271315298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387692567","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036701467,0.9860487,0.0000704037,0.00050700124,0.009015984,0.0005760585,0.000062645224,0.000025307862,0.000023764573],"genre_scores_gemma":[0.0005928023,0.9888408,0.00012258181,0.000033419685,0.00045822328,0.0000075018907,0.000067240544,0.00007645712,0.009800945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99692917,0.00038492057,0.0017195395,0.00031836715,0.00008996101,0.0005580295],"domain_scores_gemma":[0.9964648,0.0016695064,0.0013828189,0.00027453713,0.00016029525,0.000048073704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015696592,0.0003826497,0.0017031593,0.0008991804,0.00019534101,0.000028213733,0.00042215033,0.00029992603,0.00010563366],"category_scores_gemma":[0.0010502301,0.00024038178,0.0012302405,0.0007579705,0.000059597096,0.00016644568,0.00009234329,0.00088838045,0.00018966559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016096141,0.00031619697,0.0030277406,0.009051456,0.0022572754,0.00018288562,0.00044770332,0.00004162102,0.00010098672,0.000056814104,0.64985734,0.334499],"study_design_scores_gemma":[0.00011524497,0.0000751987,0.0008894616,0.01535659,0.00052943616,0.000054880897,0.00013957832,6.124187e-7,0.00001564511,0.000008777551,0.98249143,0.00032314],"about_ca_topic_score_codex":0.000044120923,"about_ca_topic_score_gemma":0.0001868074,"teacher_disagreement_score":0.33417585,"about_ca_system_score_codex":0.000103467035,"about_ca_system_score_gemma":0.0002724114,"threshold_uncertainty_score":0.98024845},"labels":[],"label_agreement":null},{"id":"W4387700472","doi":"10.1177/1357633x231204919","title":"Efficacy of telemedicine-based antimicrobial stewardship program to combat antimicrobial resistance: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Telemedicine and Telecare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Cochrane Library; Antimicrobial stewardship; Odds ratio; Subgroup analysis; MEDLINE; Antimicrobial; Telehealth; Family medicine; Internal medicine; Antibiotic resistance; Telemedicine; Health care","score_opus":0.05251505029961848,"score_gpt":0.34914888632386937,"score_spread":0.29663383602425086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387700472","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016613674,0.994092,0.00006524613,0.0012402313,0.00023032795,0.0038391189,0.0002955039,0.000047338755,0.000024103047],"genre_scores_gemma":[0.00085816917,0.9961599,0.00038614203,0.0008066723,0.00010809258,0.0000411259,0.0001910497,0.000080696715,0.0013681633],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99379563,0.0008965265,0.0038067654,0.00061879214,0.0002942373,0.00058802386],"domain_scores_gemma":[0.9939346,0.00101784,0.0034563988,0.000710856,0.0006982485,0.000182085],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0020610574,0.0008566077,0.014811647,0.0013484826,0.0001643857,0.000031810505,0.0006710403,0.0005626281,0.000112003814],"category_scores_gemma":[0.0009494937,0.000491499,0.0026221273,0.0020908047,0.000472389,0.000064175736,0.0001505106,0.0010319239,0.000016415179],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011120419,0.00024505137,0.000010222039,0.8425142,0.12899263,0.00016197209,0.00012059153,5.237859e-7,0.000047633246,0.000008957856,0.02482628,0.0029607313],"study_design_scores_gemma":[0.0013980763,0.0007886058,0.0000143687075,0.1732218,0.7366009,0.00032664806,0.00008490576,1.3011946e-7,0.000059544705,0.0000013401195,0.08706808,0.00043563105],"about_ca_topic_score_codex":0.000025726087,"about_ca_topic_score_gemma":0.00006777171,"teacher_disagreement_score":0.6692924,"about_ca_system_score_codex":0.000059129627,"about_ca_system_score_gemma":0.00043786175,"threshold_uncertainty_score":0.9998145},"labels":[],"label_agreement":null},{"id":"W4387776569","doi":"10.1017/ash.2023.433","title":"Variability in changes in physician outpatient antibiotic prescribing from 2019 to 2021 during the COVID-19 pandemic in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Health Services and Policy Research; Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Medical prescription; Pandemic; Internal medicine; Confidence interval; Retrospective cohort study; Antibiotics; Comorbidity; Cohort; Coronavirus disease 2019 (COVID-19); Emergency medicine; Pediatrics; Disease; Infectious disease (medical specialty)","score_opus":0.05205594277581734,"score_gpt":0.3011610578576211,"score_spread":0.24910511508180375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387776569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966197,0.000801493,0.000020400761,0.029716143,0.001747261,0.0011678883,0.00025404236,0.000054337364,0.000041403735],"genre_scores_gemma":[0.98439395,0.00043881478,0.000033256892,0.014231313,0.00008720516,0.000022657196,0.00035442144,0.000031225612,0.00040712475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99092686,0.0048877588,0.001259523,0.0011729315,0.00007362089,0.0016793078],"domain_scores_gemma":[0.9952124,0.0035724782,0.00030958612,0.0007064961,0.00005184887,0.00014719763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0043205605,0.00041706502,0.0012803371,0.00034509282,0.00027729938,0.0000086891305,0.0006085573,0.00066247076,0.00013718325],"category_scores_gemma":[0.002050444,0.00035004175,0.00010205918,0.00090173807,0.00024408363,0.00006124622,0.00036227622,0.0015981119,0.00011326775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039686527,0.000118808,0.978756,0.00016458696,0.000039604944,0.00008855928,0.0029476704,0.00064685114,0.01102903,0.000078652425,0.0050208927,0.0007124716],"study_design_scores_gemma":[0.0012343982,0.00012248517,0.9885215,0.00040099717,0.000011351491,0.000014337902,0.0008028288,0.000013656144,0.0010009523,0.0002460561,0.0072392058,0.0003922243],"about_ca_topic_score_codex":0.9942951,"about_ca_topic_score_gemma":0.999589,"teacher_disagreement_score":0.018196952,"about_ca_system_score_codex":0.0027287456,"about_ca_system_score_gemma":0.0021148224,"threshold_uncertainty_score":0.99989516},"labels":[],"label_agreement":null},{"id":"W4387901705","doi":"10.1093/eurpub/ckad160.990","title":"Carbapenemase-producing organisms under the covid 19 pandemic","year":2023,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Quarter (Canadian coin); Workload; Medicine; Coronavirus disease 2019 (COVID-19); Antimicrobial stewardship; Intensive care; Infection control; Antibiotic resistance; Public health; Antibiotics; Demography; Emergency medicine; Environmental health; Intensive care medicine; Internal medicine; Biology; Infectious disease (medical specialty); Disease; Geography; Microbiology; Nursing","score_opus":0.12217622632242302,"score_gpt":0.3167103537410346,"score_spread":0.1945341274186116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387901705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83248854,0.00915382,0.017525464,0.13478577,0.003092912,0.00021829059,0.000015226293,0.00021029785,0.002509684],"genre_scores_gemma":[0.9878078,0.0011562986,0.00005076564,0.0067973416,0.00022894707,1.3659066e-7,0.00001181155,0.000027926944,0.0039189816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994939,0.0037680261,0.0005595904,0.00016850577,0.000081284896,0.00048354588],"domain_scores_gemma":[0.9987896,0.00021574792,0.00046209883,0.0002815919,0.0000952785,0.00015569536],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013277117,0.00011324992,0.00024032744,0.00014744284,0.0004966249,0.00003711101,0.0004589391,0.000036538404,0.00028341784],"category_scores_gemma":[0.0004932069,0.00006669334,0.000088614564,0.0004041822,0.00018176403,0.00008000092,0.00008581092,0.0005304255,0.00087647355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007868472,0.0003255098,0.03517775,0.00033231787,0.0010970572,0.00069578836,0.025125345,0.00028238414,0.0724611,0.0063183876,0.768386,0.08971966],"study_design_scores_gemma":[0.0016132534,0.00047553773,0.10189588,0.00008172856,0.000024117955,0.00231089,0.0081835,0.00000175173,0.00021972833,0.00015898627,0.88483685,0.00019780053],"about_ca_topic_score_codex":0.00003341897,"about_ca_topic_score_gemma":0.000025245945,"teacher_disagreement_score":0.15531926,"about_ca_system_score_codex":0.000111454225,"about_ca_system_score_gemma":0.0009770528,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W4388126674","doi":"10.1186/s12909-023-04817-w","title":"Do clinical and communication skills scores on credentialing exams predict potentially inappropriate antibiotic prescribing?","year":2023,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Foundation for Advancement of International Medical Education and Research","keywords":"Medicine; Specialty; Sinusitis; Odds ratio; Respiratory tract infections; Family medicine; Cohort; Logistic regression; Internal medicine; Surgery","score_opus":0.024309258264332462,"score_gpt":0.3233874402793649,"score_spread":0.29907818201503245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388126674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99203426,0.00250875,0.0008541193,0.00065238914,0.002501994,0.00034287557,0.0000055547034,0.00017340321,0.0009266659],"genre_scores_gemma":[0.9936004,0.0028827155,0.00037451467,0.0004402543,0.00020265448,0.0000072257535,0.00025681453,0.000021065734,0.0022143552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795437,0.0006161096,0.0005515725,0.0004227609,0.0001604094,0.00029476447],"domain_scores_gemma":[0.9986276,0.00052493444,0.0001795519,0.00049214746,0.00007436305,0.00010139042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014401738,0.00015838185,0.00027104127,0.00014075365,0.0002922989,0.000048414247,0.00034205246,0.000458541,0.00028362282],"category_scores_gemma":[0.002269713,0.0001302843,0.00008357949,0.00022813326,0.0005719269,0.00008778666,0.00015848564,0.00044712843,0.00050172344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096962415,0.0052824044,0.5084337,0.0009736282,0.0006377454,0.000013310438,0.0021389788,0.00002560769,0.006456138,0.03194543,0.10471155,0.3384119],"study_design_scores_gemma":[0.002820984,0.0004574581,0.97755396,0.0029794634,0.00022404644,0.00004143414,0.0012675009,0.0002347831,0.002310164,0.0028325177,0.008817034,0.00046066876],"about_ca_topic_score_codex":0.00008472259,"about_ca_topic_score_gemma":0.00006414106,"teacher_disagreement_score":0.46912026,"about_ca_system_score_codex":0.00001597269,"about_ca_system_score_gemma":0.00077403686,"threshold_uncertainty_score":0.6448807},"labels":[],"label_agreement":null},{"id":"W4388248922","doi":"10.1016/j.jiph.2023.10.044","title":"Lessons from the field: Supporting infection prevention and control and antimicrobial stewardship in Amman, Jordan","year":2023,"lang":"en","type":"article","venue":"Journal of Infection and Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"World Health Organization","keywords":"Antimicrobial stewardship; Medicine; Infection control; Stewardship (theology); Health care; Nursing; Quality (philosophy); Situation analysis; Control (management); Situational ethics; Medical education; Business; Political science; Antibiotic resistance; Computer science; Intensive care medicine; Marketing","score_opus":0.025817377204473885,"score_gpt":0.32929591681869996,"score_spread":0.3034785396142261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388248922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721407,0.0007007,0.00081075187,0.025726326,0.00045968813,0.00011204818,0.0000049287287,0.000013880413,0.000030961815],"genre_scores_gemma":[0.99393255,0.0048139133,0.0000103713255,0.0010801415,0.000069631795,6.922292e-7,0.0000076077094,0.000004414763,0.000080705235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892986,0.00037252632,0.00037173796,0.00010221048,0.000028274006,0.00019540449],"domain_scores_gemma":[0.9992332,0.00029349915,0.00033520788,0.000049733208,0.000048141395,0.00004024503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014497151,0.00007152354,0.00020018095,0.00015439269,0.000240123,0.000047396887,0.00002381678,0.000113844675,0.000020042107],"category_scores_gemma":[0.00026992435,0.000049319664,0.000035558878,0.00016316494,0.00006280005,0.00016243874,0.000020468426,0.00033156897,0.0000027814117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110475536,0.000107307176,0.8701771,0.00009923027,0.00012760371,0.0000053768827,0.0014033087,0.0000026169241,0.005650675,0.0005544648,0.0081569785,0.11360489],"study_design_scores_gemma":[0.0015122346,0.00033228708,0.9818921,0.00013772654,0.000014266904,0.0001249217,0.00023563048,0.00001513573,0.00019771077,0.00025469408,0.015225646,0.000057616842],"about_ca_topic_score_codex":0.0018914226,"about_ca_topic_score_gemma":0.0025264297,"teacher_disagreement_score":0.11354727,"about_ca_system_score_codex":0.000022828288,"about_ca_system_score_gemma":0.00013813593,"threshold_uncertainty_score":0.28592777},"labels":[],"label_agreement":null},{"id":"W4388286779","doi":"10.1093/cid/ciad666","title":"Early Oral Antibiotic Switch in <i>Staphylococcus aureus</i> Bacteraemia: The <i>Staphylococcus aureus</i> Network Adaptive Platform (SNAP) Trial Early Oral Switch Protocol","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; McGill University Health Centre; Sunnybrook Health Science Centre; Institute of Infection and Immunity; McGill University","funders":"Health Research Council of New Zealand; Institute of Infection and Immunity; National Health and Medical Research Council; Canadian Institutes of Health Research; National Institute for Health and Care Research; Starship Foundation; Radboud Universitair Medisch Centrum; Radboud Universiteit; Lee Kong Chian School of Medicine, Nanyang Technological University; Faculty of Medicine, University of British Columbia; Cardiff University; Charles Darwin University; Deakin University; Hunter Medical Research Institute; Monash University; Menzies School of Health Research; Medical Research Council; National Medical Research Council; University of Toronto; University College London; Canterbury District Health Board; McGill University; University Hospitals Plymouth NHS Trust; McGill University Health Centre; University College London Hospitals NHS Foundation Trust; University of Haifa","keywords":"Staphylococcus aureus; Medicine; Antibiotics; Microbiology; Staphylococcal infections; Bacteria; Biology; Genetics","score_opus":0.036069035697331615,"score_gpt":0.32386641166530544,"score_spread":0.28779737596797383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388286779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604307,0.00045971,0.000064476044,0.0003138,0.0032404559,0.03318634,0.00018435587,0.00075303204,0.0013671392],"genre_scores_gemma":[0.9911189,0.00013852067,0.000011109264,0.0010727848,0.0011377333,0.0045563714,0.0001377703,0.00011238889,0.0017144073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99355245,0.0011000902,0.0020058064,0.0013223357,0.00024948304,0.001769809],"domain_scores_gemma":[0.99546677,0.0021519882,0.00071508856,0.0011844349,0.00022826549,0.00025343802],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001507654,0.0008160662,0.0015147707,0.00024299137,0.0008557931,0.00019374593,0.00097227184,0.0011879368,0.00023469343],"category_scores_gemma":[0.00069231854,0.0005716848,0.0009452681,0.0016967697,0.001275441,0.00037888312,0.0004993687,0.0020847498,0.0016922748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026542898,0.003782282,0.8356293,0.00019750946,0.0014446143,0.00037469703,0.00039650025,0.00023419954,0.0019968513,0.001086,0.1215787,0.006736469],"study_design_scores_gemma":[0.06687784,0.0059571816,0.8631503,0.00061779004,0.0005712373,0.000006569771,0.00032513496,0.000051746625,0.00072275766,0.0031358418,0.057028186,0.0015554456],"about_ca_topic_score_codex":0.0006295387,"about_ca_topic_score_gemma":0.0011491177,"teacher_disagreement_score":0.06455051,"about_ca_system_score_codex":0.00013753735,"about_ca_system_score_gemma":0.00057526503,"threshold_uncertainty_score":0.9996735},"labels":[],"label_agreement":null},{"id":"W4388378615","doi":"10.1016/j.ajem.2023.10.052","title":"The long and the short of pediatric emergency department antibiotic prescribing: A retrospective observational study","year":2023,"lang":"en","type":"article","venue":"The American Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Antimicrobial stewardship; Guideline; Emergency department; Medical prescription; Concordance; Antibiotics; Community-acquired pneumonia; Pneumonia; Emergency medicine; Pediatrics; Observational study; Cluster (spacecraft); Retrospective cohort study; Internal medicine; Antibiotic resistance","score_opus":0.058344927497531174,"score_gpt":0.33101484741539255,"score_spread":0.2726699199178614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388378615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981099,0.012145254,0.00006123751,0.0038973596,0.0023031414,0.0003591421,0.00000445628,0.000009734725,0.000120647965],"genre_scores_gemma":[0.9764803,0.022187462,0.000004185178,0.000024757379,0.00036831218,0.0000023191835,0.0000026954315,0.000011520663,0.000918427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792486,0.00053585885,0.000920727,0.00014739379,0.00021152751,0.0002596347],"domain_scores_gemma":[0.9980637,0.00042907736,0.00084457843,0.0003073947,0.00032713992,0.000028138646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002357669,0.0001539349,0.00048847374,0.00008844217,0.00046948215,0.0000022222778,0.00047601093,0.000025525589,0.00013237669],"category_scores_gemma":[0.00062691665,0.00005960559,0.00012826186,0.0008729122,0.0010103668,0.00004298192,0.00009518425,0.00032604553,0.000008136558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010479642,0.00016651196,0.9747273,0.000018613671,0.0011330886,0.000008881512,0.0040186737,0.000011949644,0.003552148,0.00053097954,0.014032786,0.00075110456],"study_design_scores_gemma":[0.00091095536,0.0015369164,0.98762196,0.00002649776,0.00054810534,0.00002209748,0.008288932,0.0000064566407,0.0001821625,0.000457636,0.00032428908,0.00007396127],"about_ca_topic_score_codex":0.00009537965,"about_ca_topic_score_gemma":0.000052361167,"teacher_disagreement_score":0.0137084965,"about_ca_system_score_codex":0.000017333974,"about_ca_system_score_gemma":0.000058124762,"threshold_uncertainty_score":0.37227386},"labels":[],"label_agreement":null},{"id":"W4388455221","doi":"10.1186/s40545-023-00634-0","title":"Adherence to evidence-based implementation of antimicrobial treatment guidelines among prescribers in sub-Saharan Africa: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; McGill University","funders":"","keywords":"Medicine; Pharmacy; Antimicrobial; Alternative medicine; Meta-analysis; Family medicine; MEDLINE; Systematic review; Traditional medicine; Intensive care medicine; Internal medicine; Microbiology; Pathology; Biology","score_opus":0.46279530191242196,"score_gpt":0.5423462534987917,"score_spread":0.07955095158636977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388455221","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028728104,0.9953125,0.00004766402,0.002853964,0.000055889435,0.0015445651,0.00013831537,0.0000058010232,0.000012543289],"genre_scores_gemma":[0.00036980293,0.9983306,0.00019230465,0.0008017572,0.00003423895,0.00003473064,0.000009613934,0.000018049172,0.00020891313],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99442106,0.0025108522,0.002367225,0.00029267505,0.00011897627,0.00028919245],"domain_scores_gemma":[0.9930947,0.004090173,0.0021768191,0.0002190669,0.00032129014,0.000097941884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003055842,0.00036861625,0.004769417,0.0007030168,0.0000613819,0.000031977506,0.00022264801,0.00020266404,0.00007291865],"category_scores_gemma":[0.0035872026,0.0002191973,0.0010377443,0.0011158107,0.00014956159,0.0002933462,0.00006244196,0.00038390863,0.000016731721],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032370083,0.0003076618,0.0000060153043,0.79513335,0.18648106,0.00011686115,0.00032386952,0.0000075223857,0.00034328937,0.00005587392,0.004919044,0.011981733],"study_design_scores_gemma":[0.0005353651,0.0003734371,0.0000045271127,0.063174866,0.85586876,0.00020693196,0.00007889902,0.0000010646212,0.00018497308,0.0000035512205,0.07932328,0.0002443683],"about_ca_topic_score_codex":0.0004634191,"about_ca_topic_score_gemma":0.00010639929,"teacher_disagreement_score":0.7319585,"about_ca_system_score_codex":0.00009834164,"about_ca_system_score_gemma":0.00046774288,"threshold_uncertainty_score":0.8938607},"labels":[],"label_agreement":null},{"id":"W4388719693","doi":"10.1370/afm.22.s1.5455","title":"Evaluating Audit and Feedback Strategies to Reduce Antibiotic Prescribing in Primary Care: A Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Audit; Context (archaeology); Randomized controlled trial; Intervention (counseling); Antimicrobial stewardship; Family medicine; Population; Antibiotic resistance; Pediatrics; Antibiotics; Internal medicine; Nursing","score_opus":0.025817720282890762,"score_gpt":0.30196122226228794,"score_spread":0.2761435019793972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388719693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97999376,0.0032161705,0.00006428748,0.00038415857,0.0007930251,0.0039107352,0.0000037330476,0.00013956304,0.01149456],"genre_scores_gemma":[0.99060875,0.000279342,0.00028183992,0.00011716939,0.00005156114,0.00004695108,0.000034507164,0.000016396687,0.008563505],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978667,0.00065411045,0.00059787184,0.0004058365,0.000063497726,0.00041199604],"domain_scores_gemma":[0.99868995,0.0008962609,0.00012577747,0.00020030403,0.00006163417,0.000026089256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014717756,0.00020117898,0.0012255833,0.00021736222,0.00014674275,0.000055070628,0.00013656696,0.00019654742,0.00007190667],"category_scores_gemma":[0.00051221444,0.00013978333,0.00015061312,0.0002933297,0.00018892184,0.00009685782,0.00011108142,0.00020029763,0.00020932071],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.83656925,0.000051826875,0.000045700202,0.00012478973,0.00023672378,0.000011035828,0.0017559038,0.00007813663,0.15789723,0.0007409005,0.000827101,0.0016613819],"study_design_scores_gemma":[0.9888431,0.000269413,0.0012021245,0.00030167706,0.00012420474,0.0000056792824,0.0037813846,0.00006234984,0.004997331,0.00012559944,0.000072289,0.00021488279],"about_ca_topic_score_codex":0.00014241993,"about_ca_topic_score_gemma":0.00006733998,"teacher_disagreement_score":0.1528999,"about_ca_system_score_codex":0.000043479027,"about_ca_system_score_gemma":0.00022981326,"threshold_uncertainty_score":0.57001984},"labels":[],"label_agreement":null},{"id":"W4388735210","doi":"10.1186/s13756-023-01334-9","title":"A comprehensive point prevalence survey of the quality and quantity of antimicrobial use in Chinese general hospitals and clinical specialties","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Key Research and Development Program of Zhejiang Province","keywords":"Medicine; Medical prescription; Antimicrobial; Emergency medicine; Antimicrobial drug; Antibiotic resistance; Internal medicine; Intensive care medicine; Antibiotics; Family medicine; Pharmacology","score_opus":0.03339636675225023,"score_gpt":0.32335371470878277,"score_spread":0.28995734795653255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388735210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973414,0.0010580319,0.00005199329,0.00023851161,0.0005423039,0.00042253983,0.00030392798,0.000021286727,0.0000200021],"genre_scores_gemma":[0.990903,0.008442741,0.00002205286,0.00018790209,0.00002895978,0.000001636012,0.000016022443,0.000010911062,0.00038677792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976035,0.00088059163,0.0008249681,0.000382974,0.00005251835,0.0002554639],"domain_scores_gemma":[0.99824065,0.0008336843,0.00043422027,0.00025350964,0.00021404323,0.000023863158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009735343,0.00019900937,0.00069477916,0.00011381558,0.0001712254,0.00002598146,0.000100050536,0.00023994902,0.0000088910365],"category_scores_gemma":[0.0007285903,0.00014610754,0.000110900306,0.00034905112,0.001185218,0.00019945945,0.00011991354,0.00025678816,0.000003047447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072236016,0.00008837535,0.86451393,0.0003968549,0.000100877434,0.0000013172948,0.00009765974,0.000004529488,0.13277431,0.00018821741,0.0009693373,0.00014224427],"study_design_scores_gemma":[0.002542195,0.00007422395,0.9912001,0.00027759458,0.000042147636,0.000005816878,0.000016014172,0.000010041615,0.005468525,0.00003100169,0.00017557546,0.00015677424],"about_ca_topic_score_codex":0.0045584585,"about_ca_topic_score_gemma":0.0115786875,"teacher_disagreement_score":0.12730578,"about_ca_system_score_codex":0.000011421281,"about_ca_system_score_gemma":0.00006361062,"threshold_uncertainty_score":0.6891056},"labels":[],"label_agreement":null},{"id":"W4388760019","doi":"10.1186/s12877-023-04441-9","title":"Prescribing differences among older adults with differing health cover and socioeconomic status: a cohort study","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Stephen's University","funders":"Health Research Board","keywords":"Medicine; Polypharmacy; Socioeconomic status; Public health; Cohort; Demography; Observational study; Health care; Cohort study; Medical record; Family medicine; Population; Environmental health; Internal medicine","score_opus":0.010468573698876294,"score_gpt":0.224697294780525,"score_spread":0.2142287210816487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388760019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969746,0.0014682821,0.0001894781,0.000028280596,0.00030559182,0.0008163531,0.00002337425,0.00013878274,0.00005525905],"genre_scores_gemma":[0.9974857,0.00072831707,0.000047452428,0.000029195504,0.00003052257,0.000014031373,0.00003227057,0.000021831638,0.0016106588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986647,0.00012843746,0.00026309703,0.00041984796,0.000042991796,0.0004809296],"domain_scores_gemma":[0.99942404,0.0001402804,0.00015624291,0.00021048548,0.000023777451,0.0000451643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023228288,0.00018307543,0.00036597197,0.00010549189,0.00029782203,0.000038298764,0.000107664346,0.00010780091,0.000100398414],"category_scores_gemma":[0.000019101644,0.00013731711,0.000035021563,0.000112240734,0.00013087102,0.00008190308,0.00010316058,0.00017342801,0.00015697184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009574669,0.000090363756,0.99470544,0.00012048906,0.00011482969,0.0000036942322,0.0039546485,0.000006389973,0.00007969098,0.000009818642,0.0005925429,0.00022636226],"study_design_scores_gemma":[0.0016345326,0.00022711813,0.9919597,0.00006966474,0.000042280742,0.0000039863526,0.005714938,0.00003868184,0.000045538276,0.000005057389,0.000076738994,0.00018177944],"about_ca_topic_score_codex":0.00045499206,"about_ca_topic_score_gemma":0.000542889,"teacher_disagreement_score":0.0027457399,"about_ca_system_score_codex":0.000042925785,"about_ca_system_score_gemma":0.00009793083,"threshold_uncertainty_score":0.5599629},"labels":[],"label_agreement":null},{"id":"W4388797456","doi":"10.1177/21501319231210616","title":"Assessing the Validity of Electronic Medical Records for Identifying High Antibiotic Prescribers in Primary Care","year":2023,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medical prescription; Medicine; Medical diagnosis; Medical record; Antibiotics; Respiratory tract infections; Electronic medical record; Population; Pediatrics; Emergency medicine; Family medicine; Internal medicine; Nursing","score_opus":0.05750128253868426,"score_gpt":0.35547814569114533,"score_spread":0.2979768631524611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388797456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98334354,0.0129499165,0.00044585424,0.0010653294,0.0011269749,0.00035453163,0.000034265577,0.000026560805,0.0006530174],"genre_scores_gemma":[0.99525946,0.003485776,0.00028051902,0.00058531127,0.00007019004,0.0000012123204,0.00023725389,0.000023562494,0.000056732628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958497,0.0022412334,0.0009837415,0.00014079042,0.00020801183,0.0005764664],"domain_scores_gemma":[0.9968978,0.0014097348,0.00082104193,0.0004863532,0.0003270078,0.000058064856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040451013,0.00017608513,0.0007459621,0.00025421265,0.0006651307,0.000028504444,0.0008544078,0.00026631218,0.000015965612],"category_scores_gemma":[0.00030928728,0.00012919428,0.0002374843,0.0004018374,0.00027188068,0.00022713341,0.00023640909,0.0021585866,0.0000038884054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026059414,0.0025290162,0.38366303,0.053469084,0.0019279175,0.00018500726,0.09118165,0.00025818302,0.059372276,0.0016940613,0.031129608,0.3719842],"study_design_scores_gemma":[0.0035592215,0.0015477148,0.94082195,0.0044346927,0.00013054255,0.000170759,0.041613713,0.0000047965714,0.0030145515,0.00044034814,0.003993186,0.0002685231],"about_ca_topic_score_codex":0.0020738125,"about_ca_topic_score_gemma":0.004223941,"teacher_disagreement_score":0.55715895,"about_ca_system_score_codex":0.0015138887,"about_ca_system_score_gemma":0.0046759276,"threshold_uncertainty_score":0.9378104},"labels":[],"label_agreement":null},{"id":"W4388969320","doi":"10.6000/1929-6029.2023.12.26","title":"A Novel Algorithm for Predicting Antimicrobial Resistance in Unequal Groups of Bacterial Isolates","year":2023,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Typhoid fever; Salmonella typhi; Antimicrobial; Antibiotics; Antibiotic resistance; Medicine; Drug resistance; Algorithm; Veterinary medicine; Statistics; Mathematics; Biology; Microbiology; Virology","score_opus":0.04053707669762511,"score_gpt":0.3854508001105442,"score_spread":0.3449137234129191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388969320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78975207,0.00074902107,0.19996977,0.0023367067,0.004868305,0.00037324041,0.0017205793,0.000013630196,0.00021670455],"genre_scores_gemma":[0.9782301,0.0010844595,0.019706246,0.0000375075,0.0003673409,0.000004176291,0.0001380566,0.000017934388,0.0004141454],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99794894,0.00019568167,0.0008845187,0.00015552348,0.0004577634,0.00035754478],"domain_scores_gemma":[0.99587303,0.0029394347,0.00023703443,0.00007412709,0.0008342638,0.00004213204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038922974,0.00008367307,0.00029463746,0.00065538293,0.000045629593,0.000016812432,0.0006263438,0.00020636195,0.00019436215],"category_scores_gemma":[0.0052978774,0.00007222804,0.00005449773,0.00033520217,0.00042136537,0.00006918855,0.00013640457,0.0007642557,0.000011151451],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014095654,0.0034963123,0.017438335,0.0009024713,0.0014460142,0.0027479196,0.008826359,0.00013497152,0.60025364,0.051025778,0.08998477,0.20964776],"study_design_scores_gemma":[0.16021688,0.008171372,0.28391066,0.047574885,0.00023223621,0.0016345795,0.02007571,0.057527747,0.19322453,0.103792176,0.120586574,0.0030526388],"about_ca_topic_score_codex":0.00009287826,"about_ca_topic_score_gemma":0.00047927123,"teacher_disagreement_score":0.40702912,"about_ca_system_score_codex":0.00010348943,"about_ca_system_score_gemma":0.00050239085,"threshold_uncertainty_score":0.63424367},"labels":[],"label_agreement":null},{"id":"W4389029957","doi":"10.1093/ofid/ofad500.1072","title":"1232. Incorporation of Theory to Develop and Implement a Multi-Faceted Antimicrobial Stewardship Intervention for Hospitalized Adults with Bacteriuria","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Psychological intervention; Antimicrobial stewardship; Bacteriuria; Medicine; Focus group; Intervention (counseling); Audit; Nursing; Qualitative research; Family medicine; Antibiotics; Antibiotic resistance; Internal medicine","score_opus":0.010970945740054599,"score_gpt":0.2736672245724732,"score_spread":0.26269627883241864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389029957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911516,0.0001022525,0.005879767,0.00015209558,0.00022541577,0.0017782366,0.0005951502,0.000066930384,0.000048596597],"genre_scores_gemma":[0.9978833,0.000029997513,0.00030965483,0.000098429446,0.0000070310834,0.00011330968,0.00090499275,0.000021228576,0.00063205144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903727,0.00011989516,0.000281587,0.00028291147,0.000026097701,0.00025221976],"domain_scores_gemma":[0.9993603,0.000068491034,0.0001888549,0.00015599119,0.0001912919,0.000035019624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021289018,0.00015197607,0.00027140134,0.0001147259,0.00020556158,0.00004586169,0.00014445082,0.00007857345,0.000065521286],"category_scores_gemma":[0.00012176274,0.0001200601,0.000053954966,0.00028739462,0.00007912926,0.00015379704,0.00021619002,0.000043063046,0.000032704804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022967376,0.0026249464,0.7254053,0.0017080152,0.002249639,0.00001692207,0.0034578633,0.00003124229,0.17749742,0.009291535,0.023303878,0.031445913],"study_design_scores_gemma":[0.026285991,0.0042013354,0.879571,0.0015459944,0.00040581005,0.00002711565,0.0029671467,0.000019730982,0.07884382,0.0012578683,0.004080363,0.00079380703],"about_ca_topic_score_codex":0.00015753465,"about_ca_topic_score_gemma":0.00064899103,"teacher_disagreement_score":0.15416577,"about_ca_system_score_codex":0.00002700923,"about_ca_system_score_gemma":0.000083998275,"threshold_uncertainty_score":0.48959085},"labels":[],"label_agreement":null},{"id":"W4389030514","doi":"10.1093/ofid/ofad500.1899","title":"2277. Variability in Changes in Physician Outpatient Antibiotic Prescribing from 2019 to 2021 during the COVID-19 Pandemic in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto; Toronto Public Health","funders":"","keywords":"Medicine; Medical prescription; Pandemic; Antimicrobial stewardship; Antibiotics; Confidence interval; Retrospective cohort study; Internal medicine; Comorbidity; Coronavirus disease 2019 (COVID-19); Family medicine; Emergency medicine; Antibiotic resistance","score_opus":0.01444710328116096,"score_gpt":0.24574118387576752,"score_spread":0.23129408059460654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389030514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99603397,0.0002738148,0.0000030736326,0.0010621032,0.00052933436,0.0009964613,0.00021299346,0.000029422137,0.0008588027],"genre_scores_gemma":[0.9973048,0.000056211175,0.0000010469995,0.0013814257,0.000013179401,0.00003510442,0.0001652991,0.000014679197,0.0010282479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982179,0.00039924154,0.00029273675,0.00047996204,0.000057888436,0.000552306],"domain_scores_gemma":[0.9990733,0.00038180803,0.00008438317,0.00038025138,0.000017344997,0.00006290826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031531317,0.00019030305,0.000350712,0.00013860056,0.00021347532,0.00004433781,0.0003942857,0.000113167924,0.00029839532],"category_scores_gemma":[0.00029552355,0.00015370993,0.000040745937,0.00049356185,0.00007134622,0.000102939266,0.0004540293,0.0003259196,0.000074499054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015093165,0.00021271863,0.9929393,0.000027195292,0.000038523427,0.00004136952,0.00085154496,0.00056539674,0.0018341814,0.00006498335,0.0028694074,0.0004044259],"study_design_scores_gemma":[0.0012564795,0.000052252803,0.9918833,0.00016111658,0.000016139384,0.000001982128,0.0012401298,0.000006799332,0.00043455654,0.00028487877,0.0044432045,0.0002191967],"about_ca_topic_score_codex":0.98407334,"about_ca_topic_score_gemma":0.99953294,"teacher_disagreement_score":0.015459589,"about_ca_system_score_codex":0.0012391726,"about_ca_system_score_gemma":0.0009012331,"threshold_uncertainty_score":0.6268109},"labels":[],"label_agreement":null},{"id":"W4389069032","doi":"10.5993/ajhb.47.5.12","title":"Why Patients in Uruguay Agree to Take or Refuse to Take Antibiotics? An Inventory of Motives","year":2023,"lang":"en","type":"article","venue":"American Journal of Health Behavior","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Medical prescription; Antibiotics; Hostility; Demographics; Medicine; Psychology; Social psychology; Family medicine; Nursing; Sociology; Demography","score_opus":0.031160350567832756,"score_gpt":0.33318424820702386,"score_spread":0.30202389763919113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389069032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975376,0.00018428678,0.000043847147,0.0012084971,0.0006085038,0.0003355088,0.000052969594,0.000017117629,0.000011646998],"genre_scores_gemma":[0.9970347,0.00021667624,0.0005165809,0.0018574792,0.000028447275,9.2581894e-7,0.000016500344,0.00002552589,0.00030314858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977187,0.00042607915,0.0009875484,0.00023831782,0.00011919493,0.0005101919],"domain_scores_gemma":[0.9985245,0.00007088438,0.00076439,0.0002772024,0.00019396313,0.000169044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006406704,0.00017392678,0.00071230985,0.00059564656,0.000095555944,0.00000660083,0.00035624843,0.000079178564,0.00007413604],"category_scores_gemma":[0.00013791434,0.00013317478,0.00009180632,0.00086574146,0.00024439828,0.00010132112,0.00006635095,0.0003148087,0.00006714401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012456924,0.0021870704,0.8259643,0.00010634857,0.00009030975,0.0001592588,0.010910155,0.000033984372,0.024668377,0.000022974964,0.015744008,0.11886754],"study_design_scores_gemma":[0.0010964932,0.006660592,0.9772476,0.00040794926,0.00003149699,0.00002979352,0.005764036,3.4783096e-7,0.002909008,0.0000024729022,0.0056795515,0.00017063826],"about_ca_topic_score_codex":0.00092623086,"about_ca_topic_score_gemma":0.0009467673,"teacher_disagreement_score":0.15128334,"about_ca_system_score_codex":0.00010338032,"about_ca_system_score_gemma":0.0002991108,"threshold_uncertainty_score":0.543071},"labels":[],"label_agreement":null},{"id":"W4389077041","doi":"10.1093/trstmh/trad083","title":"National health insurance scheme improves access and optimization of antimicrobial use in the Obafemi Awolowo University Teaching Hospitals Complex, Ile-Ife, Nigeria","year":2023,"lang":"en","type":"article","venue":"Transactions of the Royal Society of Tropical Medicine and Hygiene","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; National health insurance; Medical prescription; Family medicine; National Health Interview Survey; Antibiotics; Emergency medicine; Pediatrics; Environmental health; Nursing; Population","score_opus":0.025125309840156904,"score_gpt":0.27498759732635614,"score_spread":0.24986228748619924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389077041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986932,0.0002274859,0.007448278,0.005021082,0.00009257952,0.00016383735,0.000068422385,0.000009823706,0.000036530924],"genre_scores_gemma":[0.9976173,0.00092503784,0.0011428746,0.0001476085,0.000011211569,3.8538266e-7,0.000010630985,0.000003290549,0.00014165415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993676,0.00011913038,0.0002215881,0.00011920542,0.00006039059,0.00011206118],"domain_scores_gemma":[0.9995097,0.00020085188,0.00013511945,0.000096539676,0.000046521705,0.000011256937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019295735,0.000072811905,0.00023749468,0.000035825466,0.00020778646,0.000003013397,0.00017097218,0.00008384934,0.000014623039],"category_scores_gemma":[0.000036747533,0.00004577384,0.000072724404,0.00017924374,0.0006827763,0.00006823214,0.00002272884,0.00019173781,1.3569985e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013176124,0.001663917,0.62971437,0.0031757758,0.0014956231,0.0000016372031,0.029816598,0.030053,0.2591768,0.0035355568,0.027159458,0.012889636],"study_design_scores_gemma":[0.0017636947,0.00020937256,0.9923586,0.00028495974,0.000024159295,0.0000024809997,0.0020762738,0.0015056512,0.0013323193,0.000053890995,0.00030913943,0.00007944764],"about_ca_topic_score_codex":0.00061285304,"about_ca_topic_score_gemma":0.000089531335,"teacher_disagreement_score":0.36264423,"about_ca_system_score_codex":0.000013104489,"about_ca_system_score_gemma":0.000043470554,"threshold_uncertainty_score":0.2515718},"labels":[],"label_agreement":null},{"id":"W4389078840","doi":"10.1136/archdischild-2023-326080","title":"Caregiver knowledge and attitudes relating to paediatric pneumonia and antimicrobial stewardship: a qualitative study","year":2023,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Impact; Brock University; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Feeling; Qualitative research; Grounded theory; Pneumonia; Medical prescription; Antimicrobial stewardship; Family medicine; Antibiotics; Nursing; Antibiotic resistance; Psychology; Social psychology","score_opus":0.010895346978001383,"score_gpt":0.2885851745980051,"score_spread":0.2776898276200037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389078840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99618065,0.002649297,0.000004118778,0.00018224969,0.00008317599,0.00053364766,0.00009093491,0.000038657035,0.00023725066],"genre_scores_gemma":[0.99938405,0.00023339469,0.00004567536,0.000021730397,0.000018406472,0.000009677334,0.000022008206,0.000014564449,0.00025048552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987465,0.00035687364,0.00025276982,0.00036110278,0.00003127638,0.00025147953],"domain_scores_gemma":[0.99910986,0.0005788356,0.00006714513,0.00016803716,0.000013427381,0.000062661624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001789767,0.00015053804,0.00027195498,0.00029445512,0.00012321811,0.000009008396,0.00011960748,0.00004344516,0.0000042435026],"category_scores_gemma":[0.00013533147,0.00013288423,0.000048061775,0.00027692327,0.00020948095,0.00005094587,0.00026706405,0.00015736217,0.00002932838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035954054,0.001132135,0.52972007,0.0002999949,0.0002299076,0.000028293256,0.4533374,0.000015338923,0.011655293,0.00029250747,0.00020259117,0.00272691],"study_design_scores_gemma":[0.0014672857,0.0002348338,0.9801582,0.00029193028,0.00005909805,0.0000013647028,0.017018918,0.0000029373489,0.00024665057,0.00032579005,0.000029361598,0.00016363383],"about_ca_topic_score_codex":0.00007065309,"about_ca_topic_score_gemma":0.0001424301,"teacher_disagreement_score":0.4504381,"about_ca_system_score_codex":0.0000051732827,"about_ca_system_score_gemma":0.00006233442,"threshold_uncertainty_score":0.54188615},"labels":[],"label_agreement":null},{"id":"W4389085591","doi":"10.9778/cmajo.20220221","title":"Population-based outpatient antimicrobial use in Newfoundland and Labrador: a retrospective descriptive study","year":2023,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Medical prescription; Population; Antimicrobial; Pharmacy; Defined daily dose; Amoxicillin; Pediatrics; Pharmacoepidemiology; Internal medicine; Antibiotics; Family medicine; Pharmacology; Environmental health; Biology","score_opus":0.02915393465069247,"score_gpt":0.27344156205173226,"score_spread":0.2442876274010398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389085591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99827766,0.00005634912,0.000013921401,0.000113385846,0.00031445542,0.0009710742,0.000044452463,0.000042167136,0.00016650498],"genre_scores_gemma":[0.997548,0.0000111205845,0.000047062967,0.000111832895,0.000010046625,0.000012768755,0.00010840068,0.00001406005,0.0021367173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990041,0.00017428724,0.00020619012,0.00034879157,0.000028660237,0.00023793221],"domain_scores_gemma":[0.99958515,0.00008477328,0.0000719441,0.00020307439,0.000038226073,0.000016845093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022467603,0.00012850927,0.0002807595,0.00012997464,0.00017245077,0.000085350475,0.00018248479,0.00011339521,0.000061129926],"category_scores_gemma":[0.00007194516,0.00010953209,0.000024649655,0.0002964722,0.000071814,0.00018389405,0.00018860593,0.0001741387,0.0001461406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025465214,0.00023596553,0.9934364,0.0000076130896,0.000050894214,0.000025300784,0.0025458848,0.000011899736,0.0020888653,0.00014206287,0.0010168545,0.0001836051],"study_design_scores_gemma":[0.0025140687,0.00024336626,0.995219,0.00006650985,0.000019092191,0.0000021288736,0.001232591,0.000013492403,0.00021508685,0.000044917444,0.00028397387,0.00014579442],"about_ca_topic_score_codex":0.06558962,"about_ca_topic_score_gemma":0.089132234,"teacher_disagreement_score":0.023542615,"about_ca_system_score_codex":0.0001473635,"about_ca_system_score_gemma":0.000053736585,"threshold_uncertainty_score":0.9406327},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4389203638","doi":"10.3389/fphar.2023.1242087","title":"Evaluating the effectiveness of the Ministry of Health restriction policy on seasonal antibiotic consumption trends in Saudi Arabia, 2016–2020","year":2023,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Consumption (sociology); Defined daily dose; Antibiotics; Quarter (Canadian coin); Antibiotic resistance; Medicine; Enforcement; Environmental health; Geography; Political science; Biology","score_opus":0.03202069491495539,"score_gpt":0.36898911436411647,"score_spread":0.33696841944916106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389203638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99298537,0.0020772784,0.00004032005,0.0014148408,0.0028754703,0.00031837332,0.000036758425,0.00001546191,0.00023611379],"genre_scores_gemma":[0.99824655,0.0010518152,0.000022686154,0.00014094317,0.000034995424,0.0000068392933,0.000032481155,0.000009147706,0.00045452671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631417,0.002680685,0.00039503892,0.00023660039,0.000061528204,0.00031197493],"domain_scores_gemma":[0.9990136,0.0004877165,0.00029162216,0.0001694091,0.000027037458,0.000010607166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00176708,0.00011900521,0.00035891408,0.00030401556,0.000112813366,0.0000017459914,0.00023699326,0.00017471515,0.00003114484],"category_scores_gemma":[0.000113156544,0.000080044534,0.00008252526,0.00095387356,0.0004499958,0.00002433659,0.00006551033,0.0003620593,0.000012479465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026877415,0.00048155535,0.5393318,0.0004873242,0.00027344064,0.000007227385,0.0005548318,0.0016571047,0.3855426,0.00058091345,0.038780108,0.02961536],"study_design_scores_gemma":[0.0021731723,0.00034905277,0.9615336,0.00029705258,0.000030347494,0.0000064867863,0.00019427517,0.00025435755,0.034540534,0.00027354393,0.00026873313,0.00007885564],"about_ca_topic_score_codex":0.00019098194,"about_ca_topic_score_gemma":0.000015432986,"teacher_disagreement_score":0.4222018,"about_ca_system_score_codex":0.00015308049,"about_ca_system_score_gemma":0.00027876452,"threshold_uncertainty_score":0.3264121},"labels":[],"label_agreement":null},{"id":"W4389253623","doi":"10.1017/ash.2023.494","title":"Revolutionizing antimicrobial stewardship, infection prevention, and public health with artificial intelligence: the middle path","year":2023,"lang":"en","type":"editorial","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Shaver Health and Rehabilitation Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Stewardship (theology); Content (measure theory); Path (computing); Action (physics); Computer science; Antimicrobial stewardship; Political science; Biology; Microbiology; Operating system; Mathematics; Law","score_opus":0.09986436957822577,"score_gpt":0.33567504845076596,"score_spread":0.2358106788725402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389253623","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027743287,0.01843728,0.0073016006,0.061867278,0.87846726,0.003511303,0.0015662006,0.001044348,0.00006142137],"genre_scores_gemma":[0.46556416,0.09630964,0.002186301,0.008957655,0.40283123,0.00034372808,0.017173184,0.0010863086,0.0055478183],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9832852,0.007877661,0.0030582843,0.0023385363,0.00027391085,0.0031664434],"domain_scores_gemma":[0.98886037,0.0059235096,0.0026021113,0.0013316128,0.00096085493,0.0003215364],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009157879,0.0012823018,0.0029242462,0.0005587327,0.002896262,0.00013052998,0.00094781304,0.0038097939,0.000077030534],"category_scores_gemma":[0.006032638,0.0009517816,0.00053815456,0.0011351005,0.0023645563,0.00026990197,0.0005751927,0.0046795327,0.00052840996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054168067,0.0004040885,0.002807484,0.0025325431,0.00080169324,0.000024700388,0.0012231852,0.00001943983,0.00031270913,0.0026834747,0.97862744,0.010021547],"study_design_scores_gemma":[0.0012407908,0.0039688484,0.0029122138,0.005832492,0.00043299128,0.0003410036,0.0017275597,0.000015875732,0.00030354326,0.0027292054,0.97827417,0.002221312],"about_ca_topic_score_codex":0.01785457,"about_ca_topic_score_gemma":0.019733677,"teacher_disagreement_score":0.47563607,"about_ca_system_score_codex":0.000710551,"about_ca_system_score_gemma":0.0041866414,"threshold_uncertainty_score":0.9999929},"labels":[],"label_agreement":null},{"id":"W4389373691","doi":"10.1186/s13017-023-00526-3","title":"Declaration on infection prevention and management in global surgery","year":2023,"lang":"en","type":"letter","venue":"World Journal of Emergency Surgery","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Declaration; Battle; Surgical Infections; Alliance; Trauma surgery; Infection control; Intensive care medicine; Surgery; Antibiotics; Law; Political science","score_opus":0.04382060453316216,"score_gpt":0.2884880403189643,"score_spread":0.24466743578580213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389373691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54821104,0.03885233,0.00046147042,0.2975713,0.107317545,0.0012027337,0.000072759285,0.0001831385,0.0061277226],"genre_scores_gemma":[0.40338418,0.34701133,0.000105901534,0.077827886,0.007367694,0.0000478353,0.0014014093,0.00030263397,0.16255113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783874,0.000398107,0.0010767304,0.00024635723,0.00011559963,0.00032449228],"domain_scores_gemma":[0.99861556,0.00031488168,0.0008171711,0.00016073689,0.0000748733,0.000016746555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009714401,0.0002396025,0.00060635566,0.0010260275,0.00008454229,0.000011622891,0.00007772492,0.00041010117,0.00028029],"category_scores_gemma":[0.00008466926,0.000212579,0.00039900406,0.00064048957,0.000040787116,0.00011759508,0.000030758463,0.00085762044,0.00011775427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001037419,0.00007121788,0.05083279,0.0002826448,0.00037345756,0.00042365727,0.000011195215,0.0000063265697,0.00003868547,0.000039194376,0.9402251,0.007591993],"study_design_scores_gemma":[0.00022047023,0.00004940826,0.228661,0.001771842,0.00017126178,0.00006857762,0.000012792854,5.363739e-7,0.00006774983,0.0010308601,0.7676447,0.00030081684],"about_ca_topic_score_codex":0.00004958485,"about_ca_topic_score_gemma":0.0004947695,"teacher_disagreement_score":0.308159,"about_ca_system_score_codex":0.00011245422,"about_ca_system_score_gemma":0.000079291945,"threshold_uncertainty_score":0.866872},"labels":[],"label_agreement":null},{"id":"W4389786602","doi":"10.3389/fphar.2023.1271618","title":"Implementation and impact of the global access principles at the University of British Columbia: current successes and future challenges","year":2023,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Globe; Business; Public health; Neglected tropical diseases; Global health; Pandemic; Emerging technologies; Medicine; Coronavirus disease 2019 (COVID-19); Political science; Economic growth; Public relations; Computer science; Economics","score_opus":0.01610212653576225,"score_gpt":0.30463957591741847,"score_spread":0.2885374493816562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389786602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587458,0.039031476,0.000006353801,0.0006007215,0.0011373813,0.00019405497,0.0001990996,0.0000074878326,0.00007764295],"genre_scores_gemma":[0.93990165,0.05981813,0.000005228801,0.000011117129,0.000019671636,7.5997144e-7,0.000011766381,0.000002522527,0.00022915649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994272,0.00016567428,0.000107748034,0.00013656163,0.000020063133,0.00014278258],"domain_scores_gemma":[0.9997585,0.000034662313,0.00010645324,0.00006683359,0.000024434472,0.000009107712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117440955,0.000050094397,0.00015449045,0.000018397248,0.0001246294,0.0000048019456,0.00018408781,0.00007383371,0.00017158328],"category_scores_gemma":[0.0000029722885,0.000044816814,0.0000368561,0.00014815372,0.00050460064,0.00004817477,0.0002646202,0.00009030693,6.7280524e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092259776,0.000035492903,0.8841054,0.000106576284,0.00019467327,0.000003797167,0.00041644272,0.0000062434674,0.0010420503,0.000024243383,0.07636482,0.03760802],"study_design_scores_gemma":[0.0010133416,0.000038675844,0.9588069,0.000019337127,0.00006201629,0.000011708799,0.0026339346,0.0000049257605,0.00035275277,0.00009610416,0.03691414,0.00004617428],"about_ca_topic_score_codex":0.0028991732,"about_ca_topic_score_gemma":0.03530827,"teacher_disagreement_score":0.07470151,"about_ca_system_score_codex":0.000049532377,"about_ca_system_score_gemma":0.0000501372,"threshold_uncertainty_score":0.98229486},"labels":[],"label_agreement":null},{"id":"W4389790339","doi":"10.1017/ash.2023.522","title":"Implementing an antimicrobial stewardship medical student elective to impart good antibiotic prescribing habits early in medical training","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Antimicrobial stewardship; Action (physics); Content (measure theory); Medical education; Stewardship (theology); Medicine; Antimicrobial; Antibiotics; Antibiotic resistance; Microbiology; Political science; Biology","score_opus":0.06583651518486609,"score_gpt":0.383516377863062,"score_spread":0.31767986267819587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389790339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755541,0.0009922375,0.00039099526,0.016963081,0.003362848,0.0015586808,0.00017660538,0.00073031103,0.00027111272],"genre_scores_gemma":[0.98777044,0.0008973113,0.00026059768,0.009524932,0.0005775943,0.000034444176,0.00053807447,0.00015924044,0.00023734238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9840751,0.0051732804,0.0030985407,0.0021291529,0.00044397745,0.0050798906],"domain_scores_gemma":[0.9951275,0.0022297227,0.0005476418,0.0009362217,0.00026872105,0.00089020556],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.013225163,0.0009672265,0.0026904407,0.001008108,0.0009565601,0.0000523935,0.0017440052,0.0022491137,0.0003685214],"category_scores_gemma":[0.0034978467,0.0009326925,0.0004265533,0.0017791662,0.00075077516,0.00032503324,0.0009791792,0.0027352548,0.0008869117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011271391,0.0013364974,0.8496088,0.0010858128,0.00090558984,0.0012809702,0.016724752,0.00015023767,0.062412653,0.0033800672,0.020190615,0.041796874],"study_design_scores_gemma":[0.009763642,0.0048373067,0.92276144,0.0057078917,0.00022605434,0.0015601233,0.0065630223,0.0003504192,0.0284281,0.00040990202,0.015763186,0.0036288989],"about_ca_topic_score_codex":0.0047921985,"about_ca_topic_score_gemma":0.016681468,"teacher_disagreement_score":0.07315266,"about_ca_system_score_codex":0.00038906696,"about_ca_system_score_gemma":0.0015911392,"threshold_uncertainty_score":0.99989104},"labels":[],"label_agreement":null},{"id":"W4389950499","doi":"10.1016/j.nmni.2023.101213","title":"Raising awareness and mitigating risk of transmission of antimicrobial resistance during the upcoming 2024 Gangasagar religious mass gathering","year":2023,"lang":"en","type":"editorial","venue":"New Microbes and New Infections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"European and Developing Countries Clinical Trials Partnership; Horizon 2020 Framework Programme; Indo-French Centre for the Promotion of Advanced Research; Department of Biotechnology, Ministry of Science and Technology, India; National Institute for Health and Care Research","keywords":"Raising (metalworking); Antibiotic resistance; Transmission (telecommunications); Resistance (ecology); Computer science; Microbiology; Biology; Telecommunications; Materials science; Ecology; Antibiotics; Metallurgy","score_opus":0.008582428700287182,"score_gpt":0.24169618504915613,"score_spread":0.23311375634886894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389950499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6509015,0.036733724,0.0029530711,0.00024393521,0.3077265,0.0005377655,0.00048634838,0.00015450153,0.00026266725],"genre_scores_gemma":[0.41859138,0.27055785,0.003151443,0.000045684814,0.1926192,0.000017319342,0.00038617215,0.0006597896,0.113971144],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998365,0.00015087111,0.0006017132,0.0004599786,0.00006861834,0.00035380706],"domain_scores_gemma":[0.99806273,0.00096222083,0.0005281335,0.0002948142,0.000103554514,0.000048527923],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002731945,0.00033765114,0.0006304721,0.00016160707,0.00072432746,0.000043040058,0.00017648324,0.0007148943,0.000027266935],"category_scores_gemma":[0.00025098884,0.00026372512,0.00018727272,0.00027085035,0.00033727204,0.000069778944,0.00010543051,0.00086111814,0.0000045997667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010488141,0.000025156776,0.0010402977,0.0009630132,0.00032227475,0.0000036277513,0.0011605147,0.000029401894,0.61620665,0.0000070932842,0.37939617,0.00074090576],"study_design_scores_gemma":[0.0033404473,0.00014238698,0.0018001349,0.010503818,0.0010175008,0.00004577532,0.0005661169,0.000004004926,0.3649662,0.0003309019,0.61650115,0.0007815691],"about_ca_topic_score_codex":0.003139701,"about_ca_topic_score_gemma":0.0010664085,"teacher_disagreement_score":0.25124046,"about_ca_system_score_codex":0.000032037162,"about_ca_system_score_gemma":0.0002981929,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W4389981470","doi":"10.1093/jac/dkad383","title":"Factors associated with inappropriateness of antibiotic prescriptions for acutely ill children presenting to ambulatory care in high-income countries: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Niilo Helanderin Säätiö; National Institutes of Health; Oxford Health NHS Foundation Trust; Department of Health and Social Care; Radboud Universitair Medisch Centrum; KU Leuven; National Institute for Health and Care Research; Københavns Universitet; University of South Carolina","keywords":"Meta-analysis; Medicine; Ambulatory; Medical prescription; Antibiotics; Pediatrics; Intensive care medicine; Emergency medicine; Internal medicine; Pharmacology; Microbiology","score_opus":0.046090992257876585,"score_gpt":0.3066826664462081,"score_spread":0.2605916741883315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389981470","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01838835,0.97730184,0.00005726155,0.00009420443,0.00010738982,0.0031502463,0.0008811649,0.000018438233,0.0000010956624],"genre_scores_gemma":[0.009183711,0.98993754,0.00008700761,0.00016671047,0.000018004146,0.000012328713,0.00018078212,0.00009325374,0.00032066135],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99648774,0.0004892128,0.0021068302,0.00040610545,0.00012271032,0.00038741415],"domain_scores_gemma":[0.99532413,0.00040086303,0.003179772,0.00039024712,0.0006585864,0.00004642497],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008449519,0.0005857099,0.009523128,0.00085235876,0.00011404797,0.000039789942,0.0005276618,0.0004976433,0.000022556293],"category_scores_gemma":[0.00021503078,0.0003376367,0.0019051061,0.00114888,0.00015915421,0.000106647596,0.000059812974,0.00042797884,0.0000025854401],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006650242,0.00016853672,0.00067872973,0.6541307,0.3438726,0.000008212951,0.00063011167,0.000012434948,0.0000921487,0.000010862368,0.00029384077,0.000035329387],"study_design_scores_gemma":[0.0013748778,0.00031641795,0.0012528937,0.17745388,0.81686455,0.00004735012,0.00012372519,1.6179324e-7,0.000531543,0.0000019021625,0.0013362606,0.00069642044],"about_ca_topic_score_codex":0.00004461635,"about_ca_topic_score_gemma":0.000097088625,"teacher_disagreement_score":0.4766768,"about_ca_system_score_codex":0.0001237465,"about_ca_system_score_gemma":0.00028053074,"threshold_uncertainty_score":0.99990755},"labels":[],"label_agreement":null},{"id":"W4389989925","doi":"10.3389/frabi.2023.1329081","title":"Focusing on antimicrobial resistant infections –are we missing the forest for the trees and the patients for pathogens?","year":2023,"lang":"en","type":"article","venue":"Frontiers in Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute; NIH Clinical Center; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Intensive care medicine; Incentive; Psychological intervention; Antimicrobial; Medicine; Quality of life (healthcare); Antibiotic resistance; Biology; Antibiotics; Nursing; Microbiology","score_opus":0.015482642547435288,"score_gpt":0.2395918926462057,"score_spread":0.22410925009877042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389989925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.879174,0.009526429,0.05326148,0.038258743,0.012482719,0.005867475,0.000889937,0.0002142614,0.0003249626],"genre_scores_gemma":[0.99599427,0.0018516578,0.00055215345,0.00039761508,0.0001073766,0.000004315012,0.000055240776,0.000033555894,0.0010038138],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881613,0.0001448373,0.0002959633,0.0002769687,0.000044613706,0.00042146718],"domain_scores_gemma":[0.9983714,0.001046136,0.0001734188,0.00032604896,0.00006978812,0.0000132061605],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005625291,0.00018948223,0.00028615643,0.000106636144,0.0014091883,0.00006992195,0.00025728912,0.00018553578,0.0000012343022],"category_scores_gemma":[0.00033547677,0.00009234394,0.00015616979,0.00027856536,0.0008151098,0.000040109204,0.00007294796,0.00023202047,0.000004889192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059470586,0.00067425444,0.22771046,0.00057044177,0.0012129638,0.000007171206,0.0056243315,0.0008911766,0.013582212,0.012744961,0.69993186,0.031103136],"study_design_scores_gemma":[0.03482553,0.0013658747,0.3945961,0.0028861505,0.001580638,0.000026520735,0.017993968,0.009498091,0.03420668,0.014323634,0.48698366,0.0017131425],"about_ca_topic_score_codex":0.000024161765,"about_ca_topic_score_gemma":0.0003229692,"teacher_disagreement_score":0.21294817,"about_ca_system_score_codex":0.0000326076,"about_ca_system_score_gemma":0.00003730689,"threshold_uncertainty_score":0.99989086},"labels":[],"label_agreement":null},{"id":"W4390062910","doi":"10.3138/jvme-2023-0050","title":"Knowledge and Perceptions of Antimicrobial Stewardship Concepts Among Final Year Veterinary Students in South Africa","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Curriculum; Veterinary medicine; Medicine; Stewardship (theology); Medical education; Quarter (Canadian coin); Perception; Family medicine; Nursing; Antibiotic resistance; Psychology; Political science; Geography; Pedagogy","score_opus":0.05058960410464336,"score_gpt":0.3726306839288474,"score_spread":0.32204107982420405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390062910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974253,0.0010848175,0.000013878085,0.00014803078,0.0010997625,0.000079710975,0.0000059422205,0.000008402178,0.00013411159],"genre_scores_gemma":[0.9986942,0.00039843842,0.00005918106,0.00002497896,0.000097452554,0.0000015742168,0.000010949692,0.000008433207,0.0007048154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893016,0.00022923927,0.00044414282,0.000121507685,0.000100949146,0.00017399651],"domain_scores_gemma":[0.9994577,0.000089559006,0.00021351413,0.00009357078,0.00008561594,0.000060006743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005515892,0.00009461469,0.0002610515,0.00024772433,0.000056715013,0.000007329843,0.00021642553,0.00018616095,0.000253667],"category_scores_gemma":[0.00021462247,0.000079486344,0.00006732492,0.00021327075,0.00033344366,0.000092683615,0.00009827092,0.0003221471,0.000045400022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022584447,0.0044037607,0.5668036,0.0009296439,0.0003592989,0.00034098027,0.0734393,0.0000044730054,0.30757216,0.00014866504,0.027413145,0.016326597],"study_design_scores_gemma":[0.0018067991,0.0013648019,0.98368275,0.0012123267,0.0000400721,0.00041747311,0.0070648724,0.0000034910188,0.0002877884,0.000033410965,0.003961611,0.00012462339],"about_ca_topic_score_codex":0.000007044744,"about_ca_topic_score_gemma":0.0000028597967,"teacher_disagreement_score":0.41687918,"about_ca_system_score_codex":0.000032921893,"about_ca_system_score_gemma":0.000413159,"threshold_uncertainty_score":0.3241359},"labels":[],"label_agreement":null},{"id":"W4390066054","doi":"10.3138/jvme-2023-0105","title":"Initial Validation of a Survey Instrument to Evaluate Veterinary Student Self-Efficacy for Antimicrobial Selection in the United States","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Likert scale; Antimicrobial; Selection (genetic algorithm); Scale (ratio); Medicine; Medical education; Self-efficacy; Antibiotic resistance; Veterinary medicine; Psychology; Biology; Computer science; Social psychology","score_opus":0.1008204095274543,"score_gpt":0.41571514633218054,"score_spread":0.31489473680472624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390066054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99668753,0.000054565866,0.00019047025,0.0014067336,0.0012813703,0.0003518249,0.000010533375,0.000010771505,0.0000061799265],"genre_scores_gemma":[0.9989623,0.00022248768,0.00014017647,0.000317564,0.00010549906,0.000009639904,0.0002080544,0.000008691923,0.00002562198],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9981864,0.0007782784,0.0005810876,0.00011733618,0.00016109712,0.00017581043],"domain_scores_gemma":[0.9989093,0.0004196338,0.00028903593,0.00008103864,0.0002654641,0.000035528803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025791712,0.00009744857,0.00021385975,0.00037401437,0.00008084607,0.000012192518,0.0002527359,0.0001217724,0.000050385912],"category_scores_gemma":[0.0005168234,0.00006906663,0.00006621721,0.0005771089,0.000054723958,0.000074884076,0.000041160154,0.00021309273,0.000013233372],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023631811,0.028829431,0.0486091,0.0015152935,0.0017756817,0.0001414455,0.07088135,0.0023090038,0.6022816,0.00022490838,0.13319099,0.086609416],"study_design_scores_gemma":[0.0057307617,0.015155271,0.9366931,0.0010849389,0.00014928899,0.0010853229,0.003915387,0.00017423299,0.012940457,0.000084827225,0.022702811,0.00028364238],"about_ca_topic_score_codex":0.00010533373,"about_ca_topic_score_gemma":0.00001060438,"teacher_disagreement_score":0.88808393,"about_ca_system_score_codex":0.000074336225,"about_ca_system_score_gemma":0.0005510316,"threshold_uncertainty_score":0.28164554},"labels":[],"label_agreement":null},{"id":"W4390077591","doi":"10.1016/j.lana.2023.100654","title":"Surveillance infrastructure is essential to address antimicrobial resistance in the Americas","year":2023,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Entasis Therapeutics","keywords":"Antibiotic resistance; Antimicrobial; Resistance (ecology); Business; Biology; Microbiology; Antibiotics; Ecology","score_opus":0.03493811233606722,"score_gpt":0.33336467227062316,"score_spread":0.2984265599345559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390077591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6611885,0.00424331,0.00021283308,0.33022606,0.001028403,0.0010060203,0.0002750488,0.00021981698,0.0016000239],"genre_scores_gemma":[0.94300145,0.0029898363,0.00017859074,0.05065053,0.0004552851,0.000027760434,0.00012278826,0.000029163448,0.0025446224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972457,0.0007113796,0.0004353945,0.00048546528,0.0001531944,0.0009688647],"domain_scores_gemma":[0.99838597,0.0004768797,0.0002669122,0.0007666394,0.00005683699,0.000046773275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008225073,0.00025821407,0.00061742525,0.000116507435,0.00054121774,0.000032227144,0.0009872185,0.0001253543,0.00009416537],"category_scores_gemma":[0.00006503748,0.0001527863,0.00010906466,0.001475426,0.0006848255,0.000046983452,0.00013509653,0.00064775744,0.0007884878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057139125,0.000048782353,0.003663162,0.0000996065,0.000052553,0.000026667867,0.006032386,0.000051492916,0.0020871386,0.0011791779,0.9848047,0.0013829293],"study_design_scores_gemma":[0.000898226,0.000113909875,0.24994065,0.00019832698,0.000008268575,0.00007668934,0.0014033837,0.0000062534573,0.00028172982,0.00040228787,0.7463768,0.00029343934],"about_ca_topic_score_codex":0.00064157293,"about_ca_topic_score_gemma":0.00087607896,"teacher_disagreement_score":0.28181294,"about_ca_system_score_codex":0.00006872812,"about_ca_system_score_gemma":0.0002145875,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W4390414587","doi":"10.1016/j.pharma.2023.12.012","title":"Utilisation des anti-infectieux au sein d’un centre hospitalier universitaire mère–enfant au Canada : une étude observationnelle","year":2023,"lang":"fr","type":"article","venue":"Annales Pharmaceutiques Françaises","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Antimicrobial; Medicine; Antibiotics; Retrospective cohort study; Pediatrics; Gynecology; Internal medicine; Microbiology; Biology","score_opus":0.029225838742607622,"score_gpt":0.27362162620823777,"score_spread":0.24439578746563015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390414587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95714587,0.026143506,0.0000862837,0.008594876,0.0033228882,0.00044238075,0.00037832765,0.00027277885,0.0036130878],"genre_scores_gemma":[0.9653176,0.01474027,0.000036768757,0.00061844394,0.00034560155,0.000004367963,0.0005354933,0.00006287285,0.018338554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969538,0.00041462388,0.00053523993,0.00066259067,0.00016856742,0.0012651948],"domain_scores_gemma":[0.99852437,0.0003179828,0.0002718226,0.00038340074,0.0003236224,0.00017880331],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031806514,0.0005527517,0.00056255586,0.00016906412,0.0017019178,0.000037203517,0.00042317112,0.00047939966,0.0011824179],"category_scores_gemma":[0.000087794324,0.0005712677,0.000237242,0.0010649054,0.0011219232,0.000513501,0.00020054173,0.000534041,0.00048268793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027812485,0.0006453269,0.83204925,0.0014514556,0.0019432531,0.0007875446,0.030205142,0.0006164478,0.015450948,0.0027479203,0.07905302,0.03477156],"study_design_scores_gemma":[0.0015113397,0.0001461957,0.4754423,0.0009012214,0.00042308457,0.000043036845,0.013432574,0.00023063298,0.08203492,0.00013341178,0.42489633,0.0008049628],"about_ca_topic_score_codex":0.6121906,"about_ca_topic_score_gemma":0.7612694,"teacher_disagreement_score":0.35660696,"about_ca_system_score_codex":0.0005655814,"about_ca_system_score_gemma":0.0019954091,"threshold_uncertainty_score":0.99973065},"labels":[],"label_agreement":null},{"id":"W4390519556","doi":"10.1093/jacamr/dlad143.020","title":"P16 Centre of excellence on antimicrobial stewardship in Central Uganda","year":2024,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"General partnership; Antimicrobial stewardship; Medicine; Health care; Sustainability; Excellence; Stewardship (theology); Nursing; Political science","score_opus":0.009094639135432294,"score_gpt":0.23079125579648052,"score_spread":0.22169661666104823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390519556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981442,0.0054898863,0.00017637934,0.002047395,0.00331297,0.0005245899,0.0004132494,0.0001884673,0.006405072],"genre_scores_gemma":[0.9740644,0.0009677123,0.00029693948,0.00030696075,0.000117350195,0.0000024998697,0.00007521652,0.00005918487,0.024109729],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99685836,0.00025101623,0.000823519,0.00090753846,0.00012355276,0.001036007],"domain_scores_gemma":[0.9987882,0.00030174828,0.00018821422,0.0005802374,0.00008314599,0.00005846561],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031312602,0.00044854463,0.0007092776,0.0003281519,0.00015038229,0.000061007468,0.0005584544,0.0004589688,0.00042806249],"category_scores_gemma":[0.000113397815,0.00040206677,0.00030342033,0.00065674813,0.00054218806,0.00016398315,0.00009860838,0.0007122415,0.0005860278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014467018,0.0005033722,0.0040839803,0.0013181388,0.00018493162,0.00025372294,0.0010718337,0.000052492316,0.8749182,0.0049751196,0.11018227,0.0010092084],"study_design_scores_gemma":[0.0020066656,0.00012080614,0.013593091,0.006238546,0.000092148344,0.0000362563,0.00017352783,0.000009795226,0.85479325,0.00013873662,0.12201899,0.000778172],"about_ca_topic_score_codex":0.0001758834,"about_ca_topic_score_gemma":0.0007556564,"teacher_disagreement_score":0.020124963,"about_ca_system_score_codex":0.00015718363,"about_ca_system_score_gemma":0.00030065308,"threshold_uncertainty_score":0.9998431},"labels":[],"label_agreement":null},{"id":"W4390794348","doi":"10.4212/cjhp.3398","title":"Characterization of Coinfections in Patients with COVID-19","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Lions Gate Hospital; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Coinfection; Medicine; Antibiotics; Medical record; Coronavirus disease 2019 (COVID-19); Intensive care unit; Mechanical ventilation; Gynecology; Internal medicine; Pediatrics; Human immunodeficiency virus (HIV); Virology; Infectious disease (medical specialty); Disease","score_opus":0.007566869170006871,"score_gpt":0.2370498863282029,"score_spread":0.22948301715819602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390794348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959082,0.0008244053,0.000077752506,0.0020381291,0.0008621129,0.00009872792,0.000044453354,0.0000035119351,0.00014269438],"genre_scores_gemma":[0.9995441,0.00003641796,0.0000026048604,0.00015480733,0.000025456648,3.576014e-7,0.000014794807,0.00000621073,0.00021525011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995839,0.000047581245,0.00017493198,0.000050396324,0.000024362,0.0001188387],"domain_scores_gemma":[0.99970347,0.000031814463,0.00008890564,0.000053561744,0.00006533126,0.00005692183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012310184,0.0000552074,0.00009864552,0.00014460715,0.00009386637,0.000014562247,0.00010532268,0.00002583098,0.0002443471],"category_scores_gemma":[0.000029289258,0.00003312712,0.000036065947,0.00016388939,0.00016125554,0.00010371135,0.0000041339936,0.00019879968,0.000018354924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038265766,0.0002664801,0.95016265,0.00018893975,0.0007435922,0.00020580173,0.008095544,0.00007551798,0.026710166,0.002885427,0.0069382144,0.0033449987],"study_design_scores_gemma":[0.005036891,0.0012576622,0.8004477,0.00050330965,0.0002350747,0.000110435496,0.000321359,0.000009258699,0.016274,0.00031567988,0.17517683,0.0003117798],"about_ca_topic_score_codex":0.003204125,"about_ca_topic_score_gemma":0.007896228,"teacher_disagreement_score":0.16823861,"about_ca_system_score_codex":0.00008694852,"about_ca_system_score_gemma":0.0008865411,"threshold_uncertainty_score":0.48436996},"labels":[],"label_agreement":null},{"id":"W4391360005","doi":"10.1542/hpeds.2023-007418","title":"An Algorithm to Assess Guideline Concordance of Antibiotic Choice in Community-Acquired Pneumonia","year":2024,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"U.S. National Library of Medicine","keywords":"Guideline; Medicine; Concordance; Community-acquired pneumonia; Algorithm; Cohort; Retrospective cohort study; Clinical decision support system; Electronic health record; Pneumonia; Cohort study; MEDLINE; Internal medicine; Data mining; Decision support system; Health care; Pathology; Computer science","score_opus":0.01479543607079273,"score_gpt":0.2941068185615858,"score_spread":0.27931138249079307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391360005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98576427,0.0075622834,0.003762053,0.0002912414,0.0018175066,0.00027103876,0.00013565469,0.00011233112,0.000283638],"genre_scores_gemma":[0.9965445,0.00035591022,0.002231139,0.00016214712,0.00015122663,0.000001957343,0.00012230211,0.000030471061,0.00040039074],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985043,0.00021674435,0.00055182877,0.0002989328,0.000066968154,0.00036123308],"domain_scores_gemma":[0.99900395,0.00027848774,0.00009329029,0.0004588749,0.0001182422,0.000047145666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048572317,0.00020096448,0.00036311484,0.00023620125,0.000100689664,0.000030425206,0.00044893005,0.00023656742,0.000041284078],"category_scores_gemma":[0.00014750582,0.00018516704,0.000077245975,0.00073795056,0.00014359533,0.00017161894,0.00011615317,0.00040079086,0.00017671312],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016650122,0.004757995,0.38545972,0.002233339,0.00031431578,0.00040743567,0.0071373824,0.00030115328,0.47184587,0.0024036714,0.031989068,0.092983566],"study_design_scores_gemma":[0.004384715,0.008436443,0.81418896,0.0013116844,0.00051467156,0.00009580234,0.007248539,0.0018240759,0.09112412,0.0007270674,0.067167364,0.0029765784],"about_ca_topic_score_codex":0.0007907085,"about_ca_topic_score_gemma":0.00021164531,"teacher_disagreement_score":0.42872924,"about_ca_system_score_codex":0.00004782695,"about_ca_system_score_gemma":0.000116006835,"threshold_uncertainty_score":0.7550893},"labels":[],"label_agreement":null},{"id":"W4391384987","doi":"10.3390/v16020227","title":"The Rapidly Changing Patterns in Bacterial Co-Infections Reveal Peaks in Limited Gram Negatives during COVID-19 and Their Sharp Drop Post-Vaccination, Implying Potential Evolution of Co-Protection during Vaccine–Virus–Bacterial Interplay","year":2024,"lang":"en","type":"article","venue":"Viruses","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Medicine; Vaccination; Case fatality rate; Pandemic; Staphylococcus aureus; Concomitant; Gram; Respiratory system; Virus; Mortality rate; Coronavirus disease 2019 (COVID-19); Internal medicine; Virology; Epidemiology; Biology; Bacteria; Infectious disease (medical specialty)","score_opus":0.01097221979406222,"score_gpt":0.2703854626138904,"score_spread":0.2594132428198282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391384987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959201,0.0012367909,0.0007197326,0.00021166343,0.0011283223,0.00047005634,0.00020185397,0.0000996344,0.000011847703],"genre_scores_gemma":[0.99911606,0.0004959152,0.0000031038928,0.00002292104,0.00016911446,0.0000308812,0.00006816322,0.000024188135,0.000069661735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99839896,0.00035396224,0.0004807997,0.0003607031,0.000039867216,0.00036571],"domain_scores_gemma":[0.999435,0.00017265834,0.00015779033,0.00016105894,0.000045798683,0.000027690396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036096972,0.00021539461,0.00026570327,0.00061630906,0.00056526496,0.000089208224,0.00012729992,0.00020992073,0.0001572884],"category_scores_gemma":[0.00018653816,0.00016337691,0.000078075806,0.00034764054,0.000079191384,0.00034221428,0.00008535056,0.00034804456,0.000011255303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009888407,0.00007431977,0.013465152,0.0002679851,0.00010399802,0.000009617626,0.0031184084,0.00001715422,0.9811734,0.000068097965,0.000019978099,0.00069306616],"study_design_scores_gemma":[0.0026236514,0.00022401246,0.4843259,0.0005778192,0.000034231758,0.00014543576,0.0036394326,0.00010384283,0.50734097,0.00007853315,0.0006053661,0.00030081056],"about_ca_topic_score_codex":0.0013793156,"about_ca_topic_score_gemma":0.0024182035,"teacher_disagreement_score":0.47383243,"about_ca_system_score_codex":0.00022474409,"about_ca_system_score_gemma":0.00008853836,"threshold_uncertainty_score":0.6662317},"labels":[],"label_agreement":null},{"id":"W4391680886","doi":"10.3390/antibiotics13020172","title":"Trends in Antibiotic Use in a Large Children’s Hospital in London (United Kingdom): 5 Years of Point Prevalence Surveys","year":2024,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Psychological intervention; Antibiotic resistance; Amoxicillin; Health care; Family medicine; Antibiotics; Public health; Antimicrobial; Pediatrics; Intensive care medicine; Nursing","score_opus":0.013313060474156197,"score_gpt":0.25180137191323415,"score_spread":0.23848831143907795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391680886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99583286,0.0029393486,0.000073963776,0.000106167754,0.0005490234,0.00022135637,0.00015155412,0.000050380357,0.000075318174],"genre_scores_gemma":[0.9978868,0.00083244964,0.000078780184,0.00003723547,0.000015017267,1.2667131e-7,0.00020479661,0.00003394376,0.00091086375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978094,0.00042078856,0.00059918885,0.00050746894,0.00007084905,0.00059228984],"domain_scores_gemma":[0.9992565,0.00022310906,0.00010217602,0.0003647176,0.000030530817,0.000022947326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089941453,0.00023418704,0.0004681376,0.0015605567,0.00002583774,0.000030547668,0.00027239995,0.00039341114,0.00008654114],"category_scores_gemma":[0.00013572907,0.00023405225,0.00011772059,0.0019195379,0.00022323536,0.00022032001,0.000121252095,0.00059455534,0.00008144617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004237647,0.00078877236,0.9836059,0.0002343845,0.000067876004,0.00026718975,0.0007497309,0.000025598109,0.010384244,0.0014602416,0.00028499257,0.0020886818],"study_design_scores_gemma":[0.0013141851,0.00018355946,0.9860446,0.0015391713,0.000025992771,0.000020395662,0.000090864174,0.00012818944,0.010176642,0.000025555864,0.0001746371,0.00027619465],"about_ca_topic_score_codex":0.0020234615,"about_ca_topic_score_gemma":0.0028427062,"teacher_disagreement_score":0.0024387003,"about_ca_system_score_codex":0.00007228126,"about_ca_system_score_gemma":0.000067379064,"threshold_uncertainty_score":0.9544374},"labels":[],"label_agreement":null},{"id":"W4391692785","doi":"10.1016/j.cmi.2024.02.003","title":"WHO's essential medicines and AWaRe: recommendations on first- and second-choice antibiotics for empiric treatment of clinical infections","year":2024,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre; Impact","funders":"Department of Health and Social Care; National Institute for Health and Care Research; World Health Organization","keywords":"Antibiotics; Medicine; Intensive care medicine; Antibiotic resistance; Antimicrobial stewardship; Prioritization; Essential medicines; Public health; Business; Nursing; Process management","score_opus":0.0981946472205295,"score_gpt":0.454365140317601,"score_spread":0.3561704930970715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391692785","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018080385,0.973648,0.000116424024,0.0005139985,0.005804822,0.0010923499,0.00059205067,0.00006288687,0.00008907991],"genre_scores_gemma":[0.0056559388,0.99179107,0.000028813236,0.00010652359,0.00047127667,0.000011574332,0.0006969882,0.0000328662,0.0012049531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966552,0.00059083774,0.0016592569,0.00081810774,0.0000098741275,0.00026667697],"domain_scores_gemma":[0.9946498,0.004323535,0.0006255208,0.00026167554,0.00008087184,0.00005854773],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006505304,0.00043938574,0.0022284861,0.00023099477,0.00037166063,0.00001808307,0.00006486711,0.0018540839,0.000078846744],"category_scores_gemma":[0.0004868617,0.00029674356,0.0005258416,0.00015500776,0.0013147893,0.000048003258,0.00008447382,0.0006312626,0.000035575085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022077319,0.0020829001,0.016561814,0.014345967,0.004937782,0.000004048209,0.00010319202,1.4242454e-7,0.00009550238,0.0009098631,0.039368093,0.9213699],"study_design_scores_gemma":[0.0013842266,0.0037064094,0.0013092988,0.0034879632,0.0030249485,0.0001824876,0.000009424266,0.0000018408946,0.00003364725,0.00004643914,0.9865454,0.0002679017],"about_ca_topic_score_codex":0.00003435337,"about_ca_topic_score_gemma":0.00053145277,"teacher_disagreement_score":0.9471773,"about_ca_system_score_codex":0.000025630776,"about_ca_system_score_gemma":0.000119315846,"threshold_uncertainty_score":0.99994844},"labels":[],"label_agreement":null},{"id":"W4391882596","doi":"10.3390/ani14040626","title":"An Evaluation of the Impact of an OPEN Stewardship Generated Feedback Intervention on Antibiotic Prescribing among Primary Care Veterinarians in Canada and Israel","year":2024,"lang":"en","type":"article","venue":"Animals","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Public Health Ontario; University of Toronto; University of Guelph","funders":"Canadian Institutes of Health Research; Ministry of Health, State of Israel; Vetenskapsrådet","keywords":"Medicine; Psychological intervention; Antibiotic Stewardship; Rate ratio; Antimicrobial stewardship; Antibiotics; Receipt; Confidence interval; Interrupted Time Series Analysis; Intervention (counseling); Family medicine; Medical prescription; Stewardship (theology); Incidence (geometry); Emergency medicine; Internal medicine; Nursing; Antibiotic resistance; Accounting","score_opus":0.031045656963840006,"score_gpt":0.3046050328239533,"score_spread":0.2735593758601133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391882596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640876,0.0026807934,0.000001376849,0.000009003316,0.00014777906,0.00040317167,0.00008146497,0.0000058775668,0.00026179838],"genre_scores_gemma":[0.9998439,0.000019645913,0.000008843961,0.000009066901,0.0000071690783,0.0000011831639,0.00006228513,0.000010480663,0.0000374306],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988884,0.00046578643,0.00024463882,0.00021284385,0.000058448055,0.00012993808],"domain_scores_gemma":[0.99957097,0.000027669983,0.00009325877,0.00021441893,0.00008086766,0.000012800665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042557856,0.00009824393,0.00019611971,0.000051324136,0.00004232915,0.000025323732,0.00021680754,0.00008256203,0.00003227386],"category_scores_gemma":[0.000019645408,0.00006595545,0.000040139166,0.00012785182,0.00007356278,0.00014439005,0.00006753638,0.00011269853,0.0000010882405],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022958206,0.00010513358,0.15693839,0.00025684462,0.00013290302,0.0000058156415,0.0010458324,0.00030152936,0.8345259,0.000063445244,0.000056125835,0.006338516],"study_design_scores_gemma":[0.0005479231,0.000780682,0.9144462,0.0008622555,0.00005728946,0.0000063734055,0.0016388582,0.000333884,0.08123459,0.000011889279,0.0000031830755,0.00007691252],"about_ca_topic_score_codex":0.68968517,"about_ca_topic_score_gemma":0.54724306,"teacher_disagreement_score":0.75750774,"about_ca_system_score_codex":0.00022844129,"about_ca_system_score_gemma":0.0005464804,"threshold_uncertainty_score":0.4610186},"labels":[],"label_agreement":null},{"id":"W4391895734","doi":"10.35376/10324/66295","title":"Sobre infecciones bacterianas y fúngicas asociadas a COVID-19 en la población española","year":2024,"lang":"es","type":"dissertation","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cargill (Canada)","funders":"European Regional Development Fund; Instituto de Salud Carlos III","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Medicine; Art","score_opus":0.008652932056386517,"score_gpt":0.29245641840493,"score_spread":0.28380348634854347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391895734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77076465,0.040669106,0.00075181003,0.01079606,0.012112289,0.0019817727,0.00096657244,0.0012961442,0.16066161],"genre_scores_gemma":[0.63608617,0.013296402,0.00009105537,0.001355601,0.00032325444,0.000026416494,0.004433006,0.00012772804,0.3442604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650246,0.0007386694,0.0008206049,0.0010609764,0.0001174697,0.0007598334],"domain_scores_gemma":[0.9979135,0.0008800004,0.0003664232,0.0005420193,0.00013250984,0.00016558079],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053154817,0.0008547064,0.001051423,0.00040689108,0.00057990424,0.00020298935,0.00055227545,0.0032334796,0.005803118],"category_scores_gemma":[0.00034940816,0.00069165364,0.0005910835,0.00038214633,0.00038866219,0.00013966746,0.00016391784,0.001356403,0.007972549],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038101505,0.0016335092,0.0056574736,0.017346581,0.012595349,0.0018841772,0.045628488,0.00001450596,0.27282587,0.392474,0.23553926,0.010590658],"study_design_scores_gemma":[0.001291532,0.00031651414,0.008764871,0.0012135563,0.0011123327,0.00026892364,0.013653942,0.000005599118,0.0062574083,0.0017087728,0.964127,0.0012795251],"about_ca_topic_score_codex":0.0011045919,"about_ca_topic_score_gemma":0.0019096128,"teacher_disagreement_score":0.72858775,"about_ca_system_score_codex":0.00020847135,"about_ca_system_score_gemma":0.0013025656,"threshold_uncertainty_score":0.99955344},"labels":[],"label_agreement":null},{"id":"W4391995916","doi":"10.2196/50417","title":"N-of-1 Trials of Antimicrobial Stewardship Interventions to Optimize Antibiotic Prescribing for Upper Respiratory Tract Infection in Emergency Departments: Protocol for a Quasi-Experimental Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Psychological intervention; Medicine; Emergency department; Intervention (counseling); Respiratory tract infections; Family medicine; Infection control; Protocol (science); Focus group; Emergency medicine; Intensive care medicine; Antibiotic resistance; Antibiotics; Nursing; Alternative medicine; Internal medicine","score_opus":0.37392756209747746,"score_gpt":0.5759412726881895,"score_spread":0.20201371059071205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391995916","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08052616,0.0000324208,0.0012547136,0.00006011179,0.000084721454,0.91776866,0.0001799072,0.00004445981,0.000048879618],"genre_scores_gemma":[0.18539447,3.8474744e-7,0.00042772514,0.0000040351574,0.000049537022,0.8136811,0.000015932766,0.000036858917,0.0003899093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9953184,0.0016258798,0.0017268233,0.00058901845,0.00015104304,0.0005888371],"domain_scores_gemma":[0.9984003,0.0005780469,0.000281319,0.00037996285,0.00031500496,0.000045366603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006389935,0.00023170681,0.00076436845,0.00080383854,0.00018176138,0.000046814457,0.0003207026,0.00024272712,0.00021202206],"category_scores_gemma":[0.0009277494,0.00018868048,0.0005531282,0.00058349856,0.00015150302,0.00020905425,0.00015210951,0.00035822348,0.000019035539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013026617,0.04851934,0.035368554,0.019183157,0.00049169257,0.000008329226,0.002199736,0.000029871411,0.8605408,0.0012132945,0.018104369,0.0013142122],"study_design_scores_gemma":[0.01754048,0.040055104,0.008502413,0.014731244,0.000043026255,0.000004589599,0.0009067761,0.000018847471,0.8818972,0.00017753246,0.035677273,0.0004455279],"about_ca_topic_score_codex":0.00008169055,"about_ca_topic_score_gemma":0.00010225303,"teacher_disagreement_score":0.104868315,"about_ca_system_score_codex":0.00012985953,"about_ca_system_score_gemma":0.00029409313,"threshold_uncertainty_score":0.7694167},"labels":[],"label_agreement":null},{"id":"W4392110659","doi":"10.3390/children11030276","title":"Antimicrobial Stewardship in Pediatric Emergency Medicine: A Narrative Exploration of Antibiotic Overprescribing, Stewardship Interventions, and Performance Metrics","year":2024,"lang":"en","type":"article","venue":"Children","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"BC Children's Hospital","keywords":"Antimicrobial stewardship; Medicine; Intensive care medicine; Psychological intervention; Antibiotic Stewardship; Pediatric emergency medicine; Medical prescription; Procalcitonin; Stewardship (theology); Antibiotic resistance; Antibiotics; Medical emergency; Emergency department; Sepsis; Nursing; Emergency physician; Internal medicine","score_opus":0.028880401329845592,"score_gpt":0.2828455015914422,"score_spread":0.25396510026159663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392110659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94934386,0.048397902,0.00024725733,0.00015393597,0.0010978694,0.00029036182,0.000028836237,0.00005004099,0.0003899135],"genre_scores_gemma":[0.9916745,0.0071421056,0.00004455587,0.000009004771,0.00009961248,0.0000018163195,0.00008971921,0.000017823604,0.0009208724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863875,0.00014256588,0.0005722266,0.00034846703,0.000059387596,0.00023861983],"domain_scores_gemma":[0.9995389,0.0000630009,0.00014394766,0.00017700222,0.000056508237,0.000020641995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036720798,0.00018375236,0.00032738145,0.00054824085,0.00009293049,0.000009936516,0.00015743944,0.00018300807,0.00014979971],"category_scores_gemma":[0.00012236877,0.0001494235,0.00009880644,0.000772761,0.00017165551,0.00034226693,0.00007521088,0.0002974103,0.00004100827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020533141,0.00041998972,0.9452831,0.0031027663,0.00038234284,0.000009777864,0.016434547,0.000014751462,0.01281866,0.0018153414,0.0149528505,0.0045605097],"study_design_scores_gemma":[0.0016977035,0.0008752209,0.97331625,0.0025182294,0.00039182857,0.000053578333,0.0023829085,0.000056049485,0.017758697,0.000263889,0.00017636381,0.0005092858],"about_ca_topic_score_codex":0.000083331135,"about_ca_topic_score_gemma":0.00005342397,"teacher_disagreement_score":0.042330608,"about_ca_system_score_codex":0.000028575609,"about_ca_system_score_gemma":0.00005281048,"threshold_uncertainty_score":0.60933137},"labels":[],"label_agreement":null},{"id":"W4392113189","doi":"10.1017/ash.2024.8","title":"A mixed-methods needs assessment for an antimicrobial stewardship curriculum in pediatrics","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital; SickKids Foundation; Hospital for Sick Children; Calgary Laboratory Services; University of Calgary; Alberta Health Services","funders":"","keywords":"Psychosocial; Antimicrobial stewardship; Nursing; Feeling; Medicine; Pediatric intensive care unit; Focus group; Curriculum; Multidisciplinary approach; Family medicine; Psychology; Psychiatry","score_opus":0.054994953373610524,"score_gpt":0.3987674405937749,"score_spread":0.34377248722016435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392113189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86740094,0.025317272,0.056587763,0.022025995,0.02279307,0.0034019414,0.0010257459,0.00096800004,0.00047928342],"genre_scores_gemma":[0.9573987,0.0024580492,0.032193597,0.0046464307,0.0010620374,0.0001075797,0.0012305293,0.0001739091,0.00072917703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9867855,0.006211211,0.0024236543,0.0018323031,0.00009200979,0.002655376],"domain_scores_gemma":[0.9940245,0.0039177258,0.0005099136,0.0009711161,0.00031534254,0.0002614073],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008930452,0.00093033974,0.002230816,0.001151734,0.00059683033,0.000076867625,0.0009722815,0.0020540983,0.00011690058],"category_scores_gemma":[0.0012558096,0.0008428972,0.0007089422,0.0013869839,0.0006811196,0.00038671968,0.00030143862,0.0020917305,0.0002261205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016516518,0.0038931356,0.22841133,0.013245629,0.0010716916,0.00025638196,0.0044046124,0.00032322176,0.18954141,0.12025573,0.30349457,0.13345064],"study_design_scores_gemma":[0.018958934,0.016953498,0.12294629,0.007658224,0.0021337378,0.0035102654,0.010287215,0.0031309954,0.06058306,0.022011794,0.72020656,0.0116194375],"about_ca_topic_score_codex":0.0039503006,"about_ca_topic_score_gemma":0.0022628466,"teacher_disagreement_score":0.416712,"about_ca_system_score_codex":0.00051411433,"about_ca_system_score_gemma":0.0013432481,"threshold_uncertainty_score":0.99940217},"labels":[],"label_agreement":null},{"id":"W4392146599","doi":"10.1016/j.healthpol.2024.105027","title":"Factors influencing the effects of policies and interventions to promote the appropriate use of medicines in high-income countries: A rapid realist review","year":2024,"lang":"en","type":"article","venue":"Health Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; University of Calgary; Alberta Health Services; University of British Columbia; University of Alberta; Université de Montréal; Carleton University","funders":"Canadian Institutes of Health Research; Université de Montréal","keywords":"Psychological intervention; Medical prescription; Intervention (counseling); MEDLINE; Public economics; Medicine; Health policy; Business; Public health; Political science; Nursing; Economics","score_opus":0.03131654889860571,"score_gpt":0.3535993385811371,"score_spread":0.32228278968253143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392146599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81628543,0.14674205,0.000018365608,0.03576186,0.00022116181,0.00088475645,0.00005366059,0.00001922567,0.000013460459],"genre_scores_gemma":[0.954517,0.04181147,0.000011322736,0.0033673546,0.000032907148,0.000013058686,0.0000064536034,0.000009496144,0.0002309163],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9988545,0.00027716212,0.00047880903,0.00012776557,0.000038451784,0.00022330618],"domain_scores_gemma":[0.9991153,0.00045425002,0.00013520221,0.00023654877,0.000036217865,0.000022474263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004990781,0.0001076104,0.00037152309,0.00014473438,0.00010313153,0.000008027984,0.00013084718,0.000058990372,0.00000820847],"category_scores_gemma":[0.00050734973,0.00004966982,0.0000647002,0.0004015558,0.0002992534,0.000040583353,0.00007048435,0.00016829911,0.000003868586],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024073473,0.00032000264,0.022078393,0.54400545,0.0011126802,0.000014796575,0.17096674,0.000009162661,0.018066758,0.17675507,0.033340048,0.033090167],"study_design_scores_gemma":[0.0013492157,0.0019849453,0.56085426,0.24404263,0.00033364023,0.000050731014,0.0020984965,0.000004363484,0.008641153,0.0012123075,0.17900775,0.00042052555],"about_ca_topic_score_codex":0.022241035,"about_ca_topic_score_gemma":0.0014832459,"teacher_disagreement_score":0.53877586,"about_ca_system_score_codex":0.00003997531,"about_ca_system_score_gemma":0.00019569909,"threshold_uncertainty_score":0.9842699},"labels":[],"label_agreement":null},{"id":"W4392199403","doi":"10.1128/spectrum.00017-24","title":"Evaluation of an automated feedback intervention to improve antibiotic prescribing among primary care physicians (OPEN Stewardship): a multinational controlled interrupted time-series study","year":2024,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Toronto; Toronto East General Hospital; Public Health Ontario; University of Guelph; Barrie Urology Group","funders":"Canadian Institutes of Health Research; Ministry of Health, State of Israel; Vetenskapsrådet; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Medicine; Antimicrobial stewardship; Interrupted Time Series Analysis; Medical prescription; Intervention (counseling); Rate ratio; Sinusitis; Emergency medicine; Intensive care medicine; Family medicine; Antibiotics; Internal medicine; Antibiotic resistance; Confidence interval; Nursing; Surgery","score_opus":0.011257651524771506,"score_gpt":0.28655124120329,"score_spread":0.2752935896785185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392199403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99108547,0.0016045806,0.000090933216,0.00016354758,0.0011648738,0.004319016,0.00031692785,0.00028008438,0.0009745632],"genre_scores_gemma":[0.9963864,0.0000041911712,0.00017256934,0.00005621978,0.000043269218,0.00005585232,0.0012069454,0.000039908216,0.0020346355],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966167,0.0013788813,0.0007140023,0.00079839915,0.000076213764,0.00041576766],"domain_scores_gemma":[0.9988032,0.00009871572,0.0002794136,0.00043662568,0.00035472325,0.000027318238],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015846995,0.00032346146,0.0008140357,0.0002711607,0.00020328289,0.00014099265,0.0008365266,0.00028050534,0.00032437698],"category_scores_gemma":[0.000103875005,0.00027580114,0.00017483924,0.00030042927,0.00028673233,0.00045329912,0.00061214267,0.00029187347,0.00023589644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017019914,0.0012818939,0.0017294387,0.00016752715,0.001619989,0.000011398632,0.0040954067,0.000059878228,0.98054534,0.00007721401,0.0007167626,0.007993138],"study_design_scores_gemma":[0.043570496,0.011599676,0.2025992,0.0034642043,0.0033113307,0.00011647292,0.020798907,0.0036669984,0.70835644,0.00019324207,0.00075193576,0.0015711201],"about_ca_topic_score_codex":0.0005439522,"about_ca_topic_score_gemma":0.0019110102,"teacher_disagreement_score":0.27218893,"about_ca_system_score_codex":0.00031723932,"about_ca_system_score_gemma":0.00023140539,"threshold_uncertainty_score":0.9999694},"labels":[],"label_agreement":null},{"id":"W4392303006","doi":"10.1136/bmjgh-2023-013205","title":"Costs-effectiveness and cost components of pharmaceutical and non-pharmaceutical interventions affecting antibiotic resistance outcomes in hospital patients: a systematic literature review","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Department of Health and Social Care; Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo; National Institute for Health Research Health Protection Research Unit; National Institute for Health and Care Research; University of Oxford","keywords":"Medicine; Psychological intervention; Cost effectiveness; Systematic review; Checklist; Intensive care medicine; Cost driver; Teicoplanin; Health care; MEDLINE; Vancomycin; Nursing; Risk analysis (engineering); Staphylococcus aureus; Business","score_opus":0.02090082061386415,"score_gpt":0.4009620097418909,"score_spread":0.3800611891280267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392303006","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47603682,0.51816136,0.00016599972,0.0009085702,0.0007796801,0.0035562553,0.00023722969,0.000040953637,0.000113134236],"genre_scores_gemma":[0.97383094,0.025755124,0.000056376324,0.00022713175,0.000008536892,0.000018778856,0.000053410622,0.000011434699,0.000038253995],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9977114,0.0007038676,0.0007300222,0.0004014116,0.00008014626,0.00037315727],"domain_scores_gemma":[0.99906254,0.00045377584,0.00017036698,0.0001675116,0.0000703176,0.00007551633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010181359,0.00022917672,0.00090775936,0.00008090084,0.00010531233,0.000032048978,0.00010831526,0.00013937145,0.0000057243565],"category_scores_gemma":[0.00024854863,0.00017458781,0.00013119483,0.000375433,0.00021143553,0.000107465385,0.00010599638,0.00033670798,0.00001279222],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023456433,0.0011691062,0.16479777,0.8254976,0.00048623027,0.00009482838,0.00029556177,2.0695367e-7,0.00028796436,0.0024162312,0.0012718885,0.0034480176],"study_design_scores_gemma":[0.0020961738,0.00032781216,0.39733332,0.5991903,0.00021521722,0.00007822445,0.000106418636,0.000033571545,0.00011890679,0.00003825789,0.00021891457,0.00024292097],"about_ca_topic_score_codex":0.00003951306,"about_ca_topic_score_gemma":0.000065939515,"teacher_disagreement_score":0.49779412,"about_ca_system_score_codex":0.00023487877,"about_ca_system_score_gemma":0.00006655109,"threshold_uncertainty_score":0.7119484},"labels":[],"label_agreement":null},{"id":"W4392459278","doi":"10.3390/idr16020017","title":"Tackling Infectious Diseases with Rapid Molecular Diagnosis and Innovative Prevention","year":2024,"lang":"en","type":"article","venue":"Infectious Disease Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Context (archaeology); Adaptability; Translational research; Engineering ethics; Pathology; Management; Engineering","score_opus":0.00466896529620552,"score_gpt":0.2368193640285831,"score_spread":0.23215039873237758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392459278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9565841,0.038323928,0.0017490383,0.00010602508,0.0006757231,0.00042984285,0.00002090831,0.0004686907,0.0016417442],"genre_scores_gemma":[0.998227,0.00090756355,0.000007827909,0.00009712122,0.00004765132,0.000092243245,0.000091582435,0.000034766592,0.0004942333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987729,0.00009549097,0.00029349927,0.0005101772,0.00006303925,0.0002648815],"domain_scores_gemma":[0.99934196,0.000083952575,0.00012486611,0.00025583708,0.00012114911,0.00007222139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010869188,0.00022643367,0.00023380235,0.00018314066,0.00020444523,0.00008199657,0.000031971384,0.00010881596,0.00018229216],"category_scores_gemma":[0.00011659809,0.00017730509,0.000088180845,0.0004533662,0.00022826591,0.00018224982,0.000048394115,0.00019406575,0.00004794682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016883622,0.0009005382,0.931492,0.0010610364,0.0017182309,0.010649729,0.00032463347,0.00010301004,0.010574646,0.0033980063,0.003435794,0.036173582],"study_design_scores_gemma":[0.005848422,0.0031362905,0.66239405,0.010399044,0.0065147546,0.014469853,0.0005454879,0.00008878456,0.08414619,0.043478448,0.1639141,0.005064571],"about_ca_topic_score_codex":0.000038146332,"about_ca_topic_score_gemma":0.000017616096,"teacher_disagreement_score":0.2690979,"about_ca_system_score_codex":0.00005240086,"about_ca_system_score_gemma":0.00022249154,"threshold_uncertainty_score":0.7230292},"labels":[],"label_agreement":null},{"id":"W4392545376","doi":"10.1016/s2666-5247(24)00003-x","title":"System-wide approaches to antimicrobial therapy and antimicrobial resistance in the UK: the AMR-X framework","year":2024,"lang":"en","type":"review","venue":"The Lancet Microbe","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"North Bristol NHS Trust; University of Bristol; Queen's University Belfast; Medical Research Council; Cardiff University; University College London; Queen Mary University of London; University of Dundee; Imperial College London; Queen's University; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; University of Leicester; Marie Curie; University of Leeds; National Institute for Health and Care Research; National Institute for Health and Care Excellence; Johns Hopkins University; Pfizer","keywords":"Antimicrobial; Antibiotic resistance; Medicine; Microbiology; Biology; Antibiotics","score_opus":0.10475415828649412,"score_gpt":0.29255113885660444,"score_spread":0.18779698057011032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392545376","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010479353,0.9866677,0.000072618364,0.0068508917,0.0014619116,0.002402785,0.00033765996,0.000109825036,0.0010486642],"genre_scores_gemma":[0.005378509,0.98708534,0.0002512107,0.0035318746,0.00075170305,0.00009532856,0.000099372664,0.00010802057,0.0026986676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99551624,0.0015428865,0.00088777597,0.0009497141,0.00009106407,0.0010123433],"domain_scores_gemma":[0.99663514,0.001196538,0.00036651036,0.0017446112,0.000029544111,0.000027641927],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001891139,0.0008644134,0.0021878488,0.00016378151,0.00067682914,0.00030907243,0.0025335364,0.0008713034,0.000027376946],"category_scores_gemma":[0.000082741884,0.00035685278,0.00049650145,0.000871145,0.00083393796,0.0000438526,0.0005132256,0.0025040247,0.0007570688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061049254,0.00023530582,0.00008052381,0.030194849,0.0023085878,0.00017304545,0.010796636,0.00000254504,0.0011336892,0.0349616,0.87125236,0.04825035],"study_design_scores_gemma":[0.00035776693,0.000029438388,0.0000448544,0.02172617,0.00059316756,0.00032561048,0.0003554069,1.2062911e-7,0.00013179058,0.0001200932,0.9758149,0.0005007159],"about_ca_topic_score_codex":0.00009084678,"about_ca_topic_score_gemma":0.00035843693,"teacher_disagreement_score":0.10456249,"about_ca_system_score_codex":0.000103861916,"about_ca_system_score_gemma":0.00020148022,"threshold_uncertainty_score":0.99988836},"labels":[],"label_agreement":null},{"id":"W4392653529","doi":"10.3389/ijph.2024.1606684","title":"A New Model for Ranking Schools of Public Health: The Public Health Academic Ranking","year":2024,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Health Canada","funders":"Université de Genève","keywords":"Public health; Benchmarking; Ranking (information retrieval); Public health informatics; Environmental health; Health promotion; International health; Analytics; Public relations; Medical education; Medicine; Political science; Data science; Business; Computer science; Marketing; Nursing","score_opus":0.13228891871317472,"score_gpt":0.388615940379745,"score_spread":0.2563270216665703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392653529","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009730556,0.051254086,0.45382294,0.48167142,0.0029556756,0.0003681398,0.0000879906,0.000044596454,0.000064614185],"genre_scores_gemma":[0.9772307,0.007603448,0.0029199033,0.010010374,0.0007652576,0.000006063419,0.000071256516,0.00004227547,0.001350722],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99526906,0.00085742923,0.0020291444,0.00033778843,0.0004327239,0.0010738329],"domain_scores_gemma":[0.99645936,0.00055956177,0.0016113542,0.00023971917,0.00077910064,0.00035087764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011917967,0.00024061301,0.000683309,0.0008079965,0.00037616183,0.00022753348,0.0013398922,0.00023475471,0.00012837828],"category_scores_gemma":[0.0007882124,0.00016742622,0.00037961788,0.00043195052,0.00015146924,0.00078949996,0.00013173469,0.0015171436,0.000025101544],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011275852,0.00026659062,0.0013943443,0.00050172687,0.0018987248,0.000009212952,0.010170156,0.00008670928,0.0010675514,0.14276746,0.15780197,0.68392277],"study_design_scores_gemma":[0.004218469,0.00079051295,0.0018587658,0.002057969,0.00002502612,0.0011778668,0.00282817,0.0043531945,0.000107319735,0.007631232,0.974591,0.00036046372],"about_ca_topic_score_codex":0.0002434188,"about_ca_topic_score_gemma":0.00012928352,"teacher_disagreement_score":0.96750015,"about_ca_system_score_codex":0.0008744369,"about_ca_system_score_gemma":0.016717784,"threshold_uncertainty_score":0.9888565},"labels":[],"label_agreement":null},{"id":"W4392791296","doi":"10.1093/jacamr/dlae039","title":"Quality, availability and suitability of antimicrobial stewardship guidance: a multinational qualitative study","year":2024,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"Joint Programming Initiative on Antimicrobial Resistance","keywords":"Antimicrobial stewardship; Context (archaeology); Stewardship (theology); Quality (philosophy); Medicine; Multinational corporation; Qualitative research; Best practice; Nursing; Business; Medical education; Process management; Antibiotic resistance; Political science; Antibiotics; Geography","score_opus":0.026314723996305994,"score_gpt":0.3395776569869842,"score_spread":0.3132629329906782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392791296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900675,0.00456783,0.00041984627,0.0007745271,0.0009931877,0.0009725126,0.00083011255,0.00017903397,0.0011954745],"genre_scores_gemma":[0.9908019,0.00010595978,0.0011388145,0.00010586647,0.00006721435,0.000015467002,0.000075231714,0.00004323793,0.007646317],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9950154,0.0016016081,0.0013640354,0.0012135399,0.00019545364,0.00060999143],"domain_scores_gemma":[0.9970549,0.0014209629,0.00035020278,0.0007080296,0.0004074481,0.00005847761],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002943536,0.0004572763,0.0009322853,0.00020091354,0.00032611203,0.00008877777,0.00044904163,0.00034777384,0.00027983545],"category_scores_gemma":[0.00084487366,0.00040823387,0.00027235094,0.0005513007,0.0014129853,0.0002832968,0.00025157497,0.0005662989,0.00014177276],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001901005,0.0021744592,0.026598003,0.0034343235,0.00082879525,0.00003423527,0.03898601,0.0000034485115,0.8972094,0.0071446304,0.020843923,0.0008417822],"study_design_scores_gemma":[0.009906013,0.00089515385,0.46831885,0.0036260965,0.0006873133,0.00008632233,0.027405238,0.000015346408,0.4450147,0.0025545848,0.038408477,0.0030818984],"about_ca_topic_score_codex":0.00042644393,"about_ca_topic_score_gemma":0.0012115836,"teacher_disagreement_score":0.4521947,"about_ca_system_score_codex":0.00013590274,"about_ca_system_score_gemma":0.00030514385,"threshold_uncertainty_score":0.999837},"labels":[],"label_agreement":null},{"id":"W4392858914","doi":"10.2196/54996","title":"Barriers to Implementing Registered Nurse–Driven Clinical Decision Support for Antibiotic Stewardship: Retrospective Case Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Preprint; Antimicrobial stewardship; Stewardship (theology); Antibiotic Stewardship; Clinical decision support system; Medicine; Decision support system; Antibiotics; Political science; Computer science; Data mining; Antibiotic resistance; Chemistry","score_opus":0.07298083081431368,"score_gpt":0.4730462408806352,"score_spread":0.4000654100663215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392858914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99102044,0.0003306356,0.0017082155,0.00029425163,0.001343287,0.0031791618,0.00023838434,0.00012606879,0.001759529],"genre_scores_gemma":[0.99562943,0.000025918449,0.00027587835,0.00005134574,0.000115095114,0.00008117153,0.000038679816,0.00004302196,0.0037394648],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9961628,0.0007937606,0.0008774496,0.0007795061,0.00024761862,0.0011388961],"domain_scores_gemma":[0.99731123,0.0013004768,0.00010536256,0.0005847306,0.0004973783,0.00020081313],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005176,0.00024974844,0.00052553735,0.00050336594,0.0010856844,0.0001697793,0.00043441218,0.0002648616,0.0004213351],"category_scores_gemma":[0.00086076086,0.00019317752,0.00025431116,0.00073891174,0.00039792998,0.00029430422,0.00034209812,0.0009980432,0.00084287487],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005100313,0.002685294,0.1830852,0.0014676691,0.0041075707,0.007656781,0.16669777,0.0000054616685,0.011537801,0.006599805,0.4841826,0.12687373],"study_design_scores_gemma":[0.014470105,0.03847213,0.12712593,0.0025924132,0.00036652578,0.0032406165,0.57350427,0.0006245462,0.012163517,0.001400035,0.22404678,0.001993137],"about_ca_topic_score_codex":0.00010056248,"about_ca_topic_score_gemma":0.0003458484,"teacher_disagreement_score":0.40680647,"about_ca_system_score_codex":0.00026016496,"about_ca_system_score_gemma":0.00043091545,"threshold_uncertainty_score":0.9999351},"labels":[],"label_agreement":null},{"id":"W4392870479","doi":"10.2139/ssrn.4757680","title":"Antimicrobial Usage Among Acutely Ill Hospitalised Children Aged 2-23 Months in Sub-Saharan Africa and South Asia","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Antimicrobial; Medicine; South asia; Pediatrics; History; Biology; Ancient history","score_opus":0.004670246130178886,"score_gpt":0.20135365729553878,"score_spread":0.1966834111653599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392870479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88281643,0.114496194,0.00010783462,0.00037009807,0.0010120345,0.0005900606,0.00014966358,0.000079509235,0.00037816324],"genre_scores_gemma":[0.9601918,0.035784196,0.000021571417,0.00004397992,0.00020522618,0.0000067865535,0.00017397736,0.00008238872,0.0034900715],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9952382,0.00035323203,0.00070624414,0.00082820974,0.00009502701,0.0027790768],"domain_scores_gemma":[0.9990312,0.000044642067,0.00040144025,0.00039294103,0.0000671827,0.00006259772],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012043748,0.000607265,0.0008271295,0.00044375978,0.000290795,0.00015413342,0.00062964985,0.0010925615,0.000034490466],"category_scores_gemma":[0.000053896736,0.000516954,0.000355472,0.00021347041,0.0004185602,0.00009478521,0.0005907045,0.009547166,0.00017049036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006502852,0.0033850388,0.31096998,0.0018801852,0.041907113,0.0024336546,0.030694757,0.0003537278,0.44213694,0.011870009,0.100941494,0.046924222],"study_design_scores_gemma":[0.019368006,0.0019735123,0.8188109,0.0074787335,0.0039393017,0.006392519,0.004401167,0.00004951089,0.030796433,0.09655826,0.003299748,0.006931923],"about_ca_topic_score_codex":0.00021844356,"about_ca_topic_score_gemma":0.0014439502,"teacher_disagreement_score":0.5078409,"about_ca_system_score_codex":0.0004961122,"about_ca_system_score_gemma":0.0015983812,"threshold_uncertainty_score":0.9997282},"labels":[],"label_agreement":null},{"id":"W4392906276","doi":"10.1371/journal.pone.0300780","title":"Evaluating population-level interventions to reduce inappropriate antibiotic use in healthcare and community settings: A systematic review protocol","year":2024,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; University of Ottawa; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Psychological intervention; Population; Context (archaeology); Medicine; Grey literature; Systematic review; Health care; Government (linguistics); Public health; Medical prescription; Environmental health; MEDLINE; Nursing; Political science","score_opus":0.3025546802143908,"score_gpt":0.44259203942962055,"score_spread":0.14003735921522975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392906276","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003081438,0.8611438,0.0000023511143,0.00020103143,0.000060037666,0.13805689,0.00014990185,0.000070237234,0.000007577608],"genre_scores_gemma":[0.00025702987,0.9690894,0.0008109706,0.00019436871,0.000020113957,0.027444767,0.00040656386,0.00007848113,0.0016983296],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9929026,0.0043171253,0.0018132881,0.0004904872,0.00010893606,0.00036759916],"domain_scores_gemma":[0.9978675,0.00044880837,0.00071162125,0.0007874966,0.00013634944,0.000048223512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002613033,0.0004493135,0.0031194654,0.00032928103,0.0002972902,0.00006869019,0.00036779523,0.00041775208,0.00001752062],"category_scores_gemma":[0.002395603,0.00033233917,0.00032209826,0.0006018279,0.000066494955,0.000091261776,0.0003602475,0.0017811945,0.00031005102],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007540245,0.0006260829,0.000019353147,0.9948195,0.00060032116,0.0000050631534,0.00014141301,2.0256865e-8,0.00002738347,0.00005007388,0.00010008227,0.0036031646],"study_design_scores_gemma":[0.00019909073,0.0002284229,0.00003775994,0.9936149,0.0051026675,0.000035392804,0.00005528365,0.0000010162005,0.000008943512,0.000024976993,0.00037269865,0.0003188568],"about_ca_topic_score_codex":0.00061357126,"about_ca_topic_score_gemma":0.0004035542,"teacher_disagreement_score":0.110612124,"about_ca_system_score_codex":0.00019731525,"about_ca_system_score_gemma":0.00015035058,"threshold_uncertainty_score":0.99991286},"labels":[],"label_agreement":null},{"id":"W4392923567","doi":"10.1111/bjhp.12721","title":"Health care professionals' knowledge and attitudes towards antibiotic prescribing for the treatment of urinary tract infections: A systematic review","year":2024,"lang":"en","type":"review","venue":"British Journal of Health Psychology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Warwick","keywords":"Psychological intervention; Medicine; Health professionals; Health care; Family medicine; Medical prescription; Antibiotic resistance; Scale (ratio); MEDLINE; Antibiotics; Nursing","score_opus":0.06972294947261636,"score_gpt":0.45272781811315604,"score_spread":0.3830048686405397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392923567","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015595691,0.99184877,0.000033636854,0.0013331178,0.0022322298,0.0041392865,0.00036353525,0.0000147723185,0.000019080142],"genre_scores_gemma":[0.00041591158,0.9983562,0.00005157619,0.0005435216,0.0001204057,0.00007335142,0.00009361491,0.000043886397,0.0003014832],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947859,0.0018807391,0.0025138143,0.00035109514,0.000057698315,0.00041075866],"domain_scores_gemma":[0.99638915,0.0006210694,0.0024179586,0.00030004396,0.00021439143,0.000057360172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014729522,0.00034636565,0.0042605405,0.00020721433,0.00039199562,0.00001750548,0.0002853968,0.00035175122,0.000023193821],"category_scores_gemma":[0.00015565792,0.00020797655,0.0007928521,0.0002112641,0.00018504006,0.000044136654,0.000035223453,0.0006123429,0.000017261811],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008949049,0.0016484743,0.0000019683894,0.7087847,0.0008089624,0.000029388073,0.0003571943,1.1788608e-8,4.421493e-8,0.000010760496,0.018024914,0.27032465],"study_design_scores_gemma":[0.00038794402,0.0032096868,0.00007057663,0.5897249,0.0017283282,0.018151062,0.000092762515,2.413441e-8,1.02334546e-7,0.0000018636568,0.38652995,0.00010277793],"about_ca_topic_score_codex":0.000043133605,"about_ca_topic_score_gemma":0.000040622148,"teacher_disagreement_score":0.36850506,"about_ca_system_score_codex":0.00022179214,"about_ca_system_score_gemma":0.0016903743,"threshold_uncertainty_score":0.84810376},"labels":[],"label_agreement":null},{"id":"W4393064475","doi":"10.1093/ofid/ofad670","title":"Assessing the Appropriateness of Antimicrobial Prescribing in the Community Setting: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial; Antimicrobial stewardship; Dosing; Intensive care medicine; Antimicrobial drug; MEDLINE; Antibiotics; Antibiotic resistance; Internal medicine","score_opus":0.06188837885120788,"score_gpt":0.393184529811015,"score_spread":0.3312961509598071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393064475","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011477369,0.99304324,0.000010552287,0.00021077786,0.0005554444,0.0037052482,0.00009859999,0.000040553918,0.0022208286],"genre_scores_gemma":[0.008156219,0.99065584,0.000003678181,0.00057286094,0.000026335601,0.00014991137,0.00027004254,0.00004553127,0.000119574725],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99498093,0.0032897685,0.00091088616,0.00034425053,0.000063221654,0.00041091532],"domain_scores_gemma":[0.9975099,0.00086536916,0.0006345108,0.00092121464,0.000053690153,0.000015297906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015142609,0.000417942,0.0016348466,0.00010363106,0.0007980256,0.00034784718,0.0017563667,0.00026034898,0.000049025064],"category_scores_gemma":[0.0003265312,0.0002027513,0.0005358262,0.0005774636,0.0003679851,0.00023239509,0.0010590131,0.0012585825,0.00008261423],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015047684,0.0010305856,0.0005876223,0.64062935,0.0012017947,0.000037039357,0.0005451324,0.0000017377486,0.00002430544,0.0009135683,0.021971975,0.33304182],"study_design_scores_gemma":[0.00027148327,0.000043225995,0.00004949139,0.8787712,0.0035039848,0.00019743916,0.0005538234,2.2271489e-7,0.000009644027,0.000107376094,0.11611758,0.0003745452],"about_ca_topic_score_codex":0.0005905359,"about_ca_topic_score_gemma":0.00030010127,"teacher_disagreement_score":0.3326673,"about_ca_system_score_codex":0.000057621084,"about_ca_system_score_gemma":0.00072220835,"threshold_uncertainty_score":0.8267958},"labels":[],"label_agreement":null},{"id":"W4393170899","doi":"10.2139/ssrn.4737045","title":"The Antibiotics Dilemma: Reducing use while rewarding investment","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dilemma; Antibiotics; Investment (military); Business; Intensive care medicine; Economics; Medicine; Political science; Law; Microbiology; Politics","score_opus":0.011704053297390401,"score_gpt":0.23231148565157192,"score_spread":0.2206074323541815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393170899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81990856,0.16727507,0.0029358056,0.0029497852,0.004502185,0.00022357101,0.000008182911,0.00017509513,0.0020217595],"genre_scores_gemma":[0.954175,0.026079342,0.00003244461,0.000097856995,0.000208602,2.5844238e-7,0.0000063987936,0.000026916661,0.019373177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973994,0.00015487325,0.00029918313,0.00023253419,0.000060549206,0.0018534751],"domain_scores_gemma":[0.99941194,0.00020836701,0.00008152513,0.000222484,0.000049950228,0.000025722567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012513826,0.00016337686,0.00016144192,0.000075652526,0.00088468514,0.00022758023,0.0002664423,0.00014415212,0.000025900144],"category_scores_gemma":[0.00009042617,0.0000987681,0.0001490955,0.00017814807,0.000179827,0.0002005333,0.000059519945,0.0021192397,0.00025517913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011881012,0.00009607549,0.0007918141,0.000039566385,0.0018565861,0.000055504395,0.0005995479,0.000045631914,0.07687642,0.8791604,0.016016986,0.02434267],"study_design_scores_gemma":[0.0010404012,0.00081460783,0.00077202247,0.00086258183,0.0003734607,0.0051899147,0.00451582,0.00009952828,0.023952557,0.06666983,0.8950525,0.0006567585],"about_ca_topic_score_codex":0.00006998768,"about_ca_topic_score_gemma":0.00018880249,"teacher_disagreement_score":0.87903553,"about_ca_system_score_codex":0.00044746947,"about_ca_system_score_gemma":0.0011339665,"threshold_uncertainty_score":0.9207159},"labels":[],"label_agreement":null},{"id":"W4393195908","doi":"10.1177/23821205241239842","title":"Improving Antimicrobial Resistance Awareness Among Medical Students in India: The Sensitization of Medical Students on Antimicrobial Resistance (SOS-AMR) Study","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Education and Curricular Development","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Pfizer","keywords":"Medicine; Antimicrobial stewardship; Test (biology); Intervention (counseling); Family medicine; Baseline (sea); Confidence interval; Antibiotic resistance; Medical education; Internal medicine; Nursing","score_opus":0.006239861978910267,"score_gpt":0.3016711752324572,"score_spread":0.29543131325354693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393195908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98656344,0.0041890168,0.0003266818,0.005850382,0.0026644273,0.00035109284,0.0000023847704,0.000012841809,0.000039736748],"genre_scores_gemma":[0.9969207,0.0013605176,0.00006806535,0.0008870539,0.0001838579,0.000006671919,0.000017014068,0.000019028026,0.00053710514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99511987,0.0005751611,0.0013251349,0.00037465652,0.002285206,0.00031996716],"domain_scores_gemma":[0.9987171,0.00025192683,0.00044719852,0.00019357346,0.00020809908,0.00018205673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055057816,0.00024795777,0.000525755,0.000311009,0.0002250073,0.00012121786,0.0012569443,0.0005016259,0.0002570856],"category_scores_gemma":[0.001155561,0.00016119562,0.00009284166,0.00048066734,0.0003628743,0.00011916856,0.00030597168,0.0011130854,0.000013375244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079790596,0.015080978,0.8600116,0.0018844794,0.0017206889,0.0016013194,0.019891426,0.0000049637265,0.0017597369,0.0012818414,0.0682567,0.027708374],"study_design_scores_gemma":[0.0052945684,0.00019889249,0.95164067,0.021401301,0.00019702422,0.0003786483,0.005264875,0.000025307663,0.0038478323,0.000035254867,0.011205196,0.00051040936],"about_ca_topic_score_codex":0.000059977665,"about_ca_topic_score_gemma":0.00051283155,"teacher_disagreement_score":0.0916291,"about_ca_system_score_codex":0.00015415369,"about_ca_system_score_gemma":0.003331963,"threshold_uncertainty_score":0.6573367},"labels":[],"label_agreement":null},{"id":"W4393278275","doi":"10.1093/inthealth/ihae026","title":"Antibiotic prescription sources and use among under-5 children with fever/cough in sub-Saharan Africa","year":2024,"lang":"en","type":"article","venue":"International Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Global Affairs Canada; International Development Research Centre","funders":"","keywords":"Medicine; Medical prescription; Logistic regression; Odds ratio; Confidence interval; Pediatrics; Antibiotics; Demography; Internal medicine","score_opus":0.01396555043844223,"score_gpt":0.25045625698716467,"score_spread":0.23649070654872245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393278275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98247874,0.014657938,0.00030825502,0.0016081101,0.00043440203,0.00018869179,0.00005016063,0.00006041348,0.00021329364],"genre_scores_gemma":[0.9949969,0.0023186326,0.000048271606,0.00018447732,0.00003422135,0.0000013886419,0.00009284995,0.000012527707,0.00231075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992259,0.00006585136,0.00018353334,0.0002665513,0.00005082656,0.00020729691],"domain_scores_gemma":[0.99976605,0.000055946697,0.00005026595,0.00008403842,0.000021620026,0.000022052818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013190352,0.00010573609,0.00013319928,0.0001442215,0.000075039294,0.000058804995,0.000095573756,0.000087920555,0.000036156143],"category_scores_gemma":[0.000008958573,0.0000810001,0.00002291748,0.00009563064,0.0001516925,0.00020958573,0.000030206616,0.00021078519,0.000060268438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023457846,0.0002802791,0.95966524,0.00015564347,0.0005285152,0.000035416895,0.0016474155,0.00008278616,0.006362565,0.0050607217,0.015332039,0.010614794],"study_design_scores_gemma":[0.000440418,0.00009425817,0.98930454,0.0005397165,0.000009044672,0.000067915455,0.000056632663,0.00008123185,0.0008771589,0.00010910561,0.008314041,0.00010592993],"about_ca_topic_score_codex":0.0012600371,"about_ca_topic_score_gemma":0.0014236481,"teacher_disagreement_score":0.029639302,"about_ca_system_score_codex":0.000073661475,"about_ca_system_score_gemma":0.00007649937,"threshold_uncertainty_score":0.33030882},"labels":[],"label_agreement":null},{"id":"W4393281264","doi":"10.2147/iprp.s447664","title":"Evaluation of Rational Medicines Use Based on World Health Organization Core Indicators: A Cross-Sectional Study in Five Health Districts in Mauritania","year":2024,"lang":"en","type":"article","venue":"Integrated Pharmacy Research and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Belgisch Ontwikkelingsagentschap; European Commission","keywords":"Medicine; Medical prescription; Essential medicines; Cross-sectional study; Public health; Family medicine; Alternative medicine; Confidence interval; Environmental health; Pharmacology; Nursing; Internal medicine","score_opus":0.19451384561483934,"score_gpt":0.5160930030986118,"score_spread":0.3215791574837725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393281264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873392,0.00508057,0.00008052157,0.005492303,0.00031058321,0.0012752543,0.00012662531,0.00002744968,0.00026749144],"genre_scores_gemma":[0.99839395,0.00049435993,0.000034585897,0.00028953239,0.000028486524,0.000020772304,0.0004278048,0.00001274423,0.00029778655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953396,0.003040344,0.00051443995,0.0003653523,0.00045162466,0.00028868997],"domain_scores_gemma":[0.9952349,0.0035962993,0.00014115768,0.00011852874,0.00085869787,0.000050422983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009992179,0.000118826436,0.00020139325,0.0011069181,0.00018090417,0.00007690852,0.0001066556,0.000061857056,0.00039892635],"category_scores_gemma":[0.0050053373,0.00009363865,0.0000145119575,0.0027555772,0.00020660501,0.00036168928,0.000027213146,0.0009572504,0.000025993217],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038470293,0.0032335145,0.966245,0.000252855,0.00022349056,0.00006258578,0.0035522247,0.0003167108,0.0031483343,0.00130068,0.009458345,0.008359235],"study_design_scores_gemma":[0.007705184,0.0017906951,0.96703887,0.0009688199,0.000039197083,0.000048103575,0.004006782,0.0069127944,0.0015182334,0.0002634557,0.009501556,0.00020630239],"about_ca_topic_score_codex":0.0051207105,"about_ca_topic_score_gemma":0.0029381674,"teacher_disagreement_score":0.011054726,"about_ca_system_score_codex":0.00044014025,"about_ca_system_score_gemma":0.0027319384,"threshold_uncertainty_score":0.7741016},"labels":[],"label_agreement":null},{"id":"W4393287074","doi":"10.2196/54458","title":"Complex Hospital-Based Electronic Prescribing–Based Intervention to Support Antimicrobial Stewardship: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Programme Grants for Applied Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Preprint; Antimicrobial stewardship; Qualitative research; Stewardship (theology); Intervention (counseling); Medicine; Nursing; Sociology; Computer science; Political science; Antibiotic resistance; World Wide Web","score_opus":0.055466137889155886,"score_gpt":0.4247106075966502,"score_spread":0.3692444697074943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393287074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990448,0.00040433576,0.003946382,0.0011235405,0.0005379061,0.0022291471,0.00018208667,0.00020373921,0.0009248581],"genre_scores_gemma":[0.99710643,0.000005979503,0.000043787142,0.000094443574,0.000036448582,0.00015982267,0.00031655654,0.00003759259,0.002198913],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9956939,0.0019215536,0.00051298254,0.0005466825,0.00025151845,0.001073316],"domain_scores_gemma":[0.99861896,0.00049776625,0.00007157866,0.0003823733,0.0003640062,0.00006534138],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002694656,0.00026169766,0.00036570992,0.00066328497,0.00043462904,0.0001542529,0.00048625522,0.00017700926,0.0009217218],"category_scores_gemma":[0.00008785472,0.00021392675,0.00021395659,0.0008752516,0.00038488343,0.00027256057,0.00019047322,0.0010514875,0.0031285747],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003349908,0.011601465,0.0007211972,0.0022753095,0.0017841574,0.00013822869,0.37970585,0.000048138078,0.16235375,0.0062250677,0.4202205,0.011576427],"study_design_scores_gemma":[0.018796116,0.08040905,0.024125941,0.003999645,0.00023335798,0.000030680872,0.33461446,0.0011828878,0.35398746,0.0011646829,0.17868464,0.002771091],"about_ca_topic_score_codex":0.00016842975,"about_ca_topic_score_gemma":0.00015805056,"teacher_disagreement_score":0.24153587,"about_ca_system_score_codex":0.0003560546,"about_ca_system_score_gemma":0.00043284876,"threshold_uncertainty_score":0.9999916},"labels":[],"label_agreement":null},{"id":"W4394095533","doi":"10.6084/m9.figshare.23947389","title":"\"Antibiotics under our feet\" Public Engagement Project (dataset 2)","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Public engagement; Computer science; Environmental science; Data science; Political science; Public relations","score_opus":0.11728735949331368,"score_gpt":0.3299648448319998,"score_spread":0.2126774853386861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394095533","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000014323034,0.0014055091,2.8807622e-7,0.00034826383,0.0011580918,0.0006200474,0.99619657,0.00018387054,0.00008593941],"genre_scores_gemma":[0.000048738988,0.0002871806,0.000006565983,0.000585328,0.00022715057,0.000015894184,0.9941689,0.00006205022,0.0045982054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757075,0.00029695735,0.00044509507,0.00076036324,0.000117921154,0.0008088956],"domain_scores_gemma":[0.99817294,0.00016347093,0.00034069808,0.0011722181,0.00010662203,0.0000440301],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016679933,0.0005285707,0.0005631537,0.00032652132,0.00037941601,0.000116287316,0.0010702582,0.0011564032,0.047456805],"category_scores_gemma":[0.0007546418,0.00044908928,0.00017790403,0.00038894117,0.000026521118,0.000089760615,0.0008311761,0.001267176,0.24778233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013425752,0.00013830612,7.645467e-7,0.0008918356,0.0004561126,0.00010537486,0.000007347067,7.078602e-7,0.000037017722,0.0000044844423,0.9982725,0.00007212457],"study_design_scores_gemma":[0.0004334539,0.00007676104,0.00006690622,0.0018169782,0.00010039658,0.000027154558,0.00024440588,2.7716655e-7,0.00021468945,0.000004195487,0.9964724,0.0005423686],"about_ca_topic_score_codex":0.00017254098,"about_ca_topic_score_gemma":0.0005070203,"teacher_disagreement_score":0.20032553,"about_ca_system_score_codex":0.00008202557,"about_ca_system_score_gemma":0.00048816833,"threshold_uncertainty_score":0.9997961},"labels":[],"label_agreement":null},{"id":"W4394152905","doi":"10.6084/m9.figshare.20552239","title":"Additional file 2 of Global antimicrobial resistance: a system-wide comprehensive investigation using the Global One Health Index","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Index (typography); Antibiotic resistance; Computer science; Data science; Biology; World Wide Web; Microbiology; Antibiotics","score_opus":0.03345863387975399,"score_gpt":0.2882085533032005,"score_spread":0.2547499194234465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394152905","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021289971,0.000664033,0.0000044085464,0.00020246573,0.00047164457,0.0007195921,0.99737585,0.0000030266249,0.0003460612],"genre_scores_gemma":[0.00017394061,0.000026038506,0.0005391909,0.00037225927,0.000054859014,0.000027707974,0.99811435,0.000009335816,0.00068231695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762636,0.000701107,0.0006470516,0.0005237478,0.00013343265,0.00036830682],"domain_scores_gemma":[0.99745935,0.0006538277,0.0011367847,0.0005750967,0.00013688712,0.000038054568],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017947836,0.00029456333,0.00069671345,0.000034475783,0.0006745834,0.000053837994,0.0010271536,0.00036797373,0.7795462],"category_scores_gemma":[0.00017076988,0.0002505733,0.00012794118,0.00038491187,0.00060792244,0.00007903465,0.00071896904,0.00045381693,0.00033255282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001735939,0.00009958675,0.000017064318,0.0002530315,0.00032967413,0.0000093886065,0.0000234799,0.000008931661,0.000033134045,0.000015886453,0.9989695,0.000066723165],"study_design_scores_gemma":[0.00036379532,0.000060772854,0.00092329626,0.0025410135,0.00009097025,0.00007853694,0.0005480627,8.305261e-7,0.000020063824,0.00000920806,0.9951336,0.00022985783],"about_ca_topic_score_codex":0.0018692703,"about_ca_topic_score_gemma":0.0034375621,"teacher_disagreement_score":0.7792136,"about_ca_system_score_codex":0.00066872785,"about_ca_system_score_gemma":0.00201716,"threshold_uncertainty_score":0.99999464},"labels":[],"label_agreement":null},{"id":"W4394197481","doi":"10.6084/m9.figshare.20552239.v1","title":"Additional file 2 of Global antimicrobial resistance: a system-wide comprehensive investigation using the Global One Health Index","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Index (typography); Antibiotic resistance; Antimicrobial; Computer science; Data mining; Information retrieval; Biology; World Wide Web; Microbiology","score_opus":0.03123556346655484,"score_gpt":0.25887370782812635,"score_spread":0.2276381443615715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394197481","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000036075958,0.001585663,3.196978e-7,0.000115431205,0.00025852988,0.00047378984,0.99743867,0.000039620318,0.00008435799],"genre_scores_gemma":[0.000041572137,0.000010276651,0.00004188706,0.00080570136,0.00009193468,0.00009715631,0.9987224,0.000012601978,0.00017651136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979696,0.00047315744,0.00055787375,0.00045038963,0.00015379027,0.0003951325],"domain_scores_gemma":[0.99739856,0.0007094175,0.0011164438,0.0005275119,0.00020910743,0.00003894874],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004193217,0.00031726772,0.0005978351,0.00003884692,0.00060411805,0.000023461227,0.0006131562,0.0004446232,0.98061144],"category_scores_gemma":[0.0006041068,0.00027604573,0.00018494794,0.00041845697,0.00014504649,0.000051296283,0.0003791678,0.00054199726,0.00081614667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007725607,0.0000516297,0.0000024570113,0.0019610361,0.0002389003,0.000011159196,0.000007589879,0.0000101894675,0.000006050811,0.000008923011,0.9976177,0.0000070961646],"study_design_scores_gemma":[0.00028310405,0.00004217514,0.00094489363,0.011822889,0.000040967156,0.0000685187,0.00014748062,0.0000011107456,0.000008696855,0.000007636045,0.98639804,0.00023448418],"about_ca_topic_score_codex":0.00039345314,"about_ca_topic_score_gemma":0.000876567,"teacher_disagreement_score":0.9797953,"about_ca_system_score_codex":0.0007231942,"about_ca_system_score_gemma":0.0016101259,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W4394241725","doi":"10.6084/m9.figshare.22644238","title":"\"Antibiotics under our feet\" Public Engagement Project (dataset)","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Antibiotics; Public engagement; Political science; Biology; Microbiology; Public relations","score_opus":0.11502209969213534,"score_gpt":0.32868396158411034,"score_spread":0.213661861891975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394241725","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000014776945,0.0015874642,2.9357278e-7,0.00032856708,0.0011194829,0.0006201401,0.9960498,0.0001888574,0.000103906335],"genre_scores_gemma":[0.000054686523,0.00029620779,0.0000064900173,0.0005534287,0.00023191235,0.000015594702,0.9935048,0.00006263994,0.0052742157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975978,0.00028722084,0.00044142542,0.0007551939,0.00011614474,0.0008022293],"domain_scores_gemma":[0.9981976,0.00016346638,0.0003360754,0.0011526642,0.000106821695,0.000043341115],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016193678,0.00052220316,0.0005553786,0.00032241605,0.000383202,0.00011574833,0.0010563427,0.0011491935,0.046124335],"category_scores_gemma":[0.0007522558,0.00044339028,0.00017840452,0.0003848068,0.000026190966,0.000089480214,0.0008208639,0.0012673622,0.2473719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012854967,0.00013581655,7.211609e-7,0.00089978904,0.0004543894,0.00010623022,0.0000074835316,6.9653447e-7,0.000040243904,0.0000050394187,0.9982544,0.00008232265],"study_design_scores_gemma":[0.00042826447,0.00007493728,0.000066092594,0.0018913688,0.000099967496,0.000026120824,0.00024944253,2.851401e-7,0.000234326,0.0000041730164,0.9963892,0.00053581386],"about_ca_topic_score_codex":0.0001689195,"about_ca_topic_score_gemma":0.00047907044,"teacher_disagreement_score":0.20124756,"about_ca_system_score_codex":0.00008680287,"about_ca_system_score_gemma":0.0005124135,"threshold_uncertainty_score":0.9998018},"labels":[],"label_agreement":null},{"id":"W4394260761","doi":"10.6084/m9.figshare.19759406","title":"Additional file 2 of Barriers and facilitators of implementing interventions to improve appropriate antibiotic use in low- and middle-income countries: a systematic review based on the Consolidated Framework for Implementation Research","year":2022,"lang":"en","type":"review","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Low and middle income countries; Psychological intervention; Business; Systematic review; Low income; Process management; Medicine; Political science; MEDLINE; Economic growth; Nursing; Economics; Developing country; Socioeconomics; Law","score_opus":0.10210744973860784,"score_gpt":0.3841468069274506,"score_spread":0.28203935718884277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394260761","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000032210974,0.35820186,7.80457e-7,0.00000983969,0.000014009943,0.0031497867,0.6386107,0.0000045743313,0.0000052097007],"genre_scores_gemma":[0.00007314003,0.20195694,0.00012103229,0.00008074965,0.0000071915842,0.003894531,0.7936668,0.00003286171,0.00016675971],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99735594,0.000848154,0.0010292784,0.00035055092,0.000107312706,0.0003087379],"domain_scores_gemma":[0.98685175,0.011890382,0.0007282983,0.0003308005,0.00016822049,0.000030557087],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000656676,0.00021614034,0.001139429,0.00026890522,0.0002231565,0.000023715575,0.00024041116,0.0001665191,0.6925127],"category_scores_gemma":[0.0115035465,0.0001511907,0.00025080153,0.00040267408,0.00007254706,0.000042812942,0.00019575824,0.00038622256,0.000048665715],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012999712,0.000015337284,6.4265464e-7,0.8581754,0.00015610359,0.0000010717059,0.00006218618,2.7728982e-8,2.4965846e-7,0.000063252846,0.14115648,0.000356229],"study_design_scores_gemma":[0.0001316207,0.0001497787,0.000005116069,0.76567006,0.00016614035,0.0000022634938,0.0005865519,0.0000012231719,0.0000061397113,0.000009650269,0.23316114,0.00011034986],"about_ca_topic_score_codex":0.0000129330565,"about_ca_topic_score_gemma":0.00003057811,"teacher_disagreement_score":0.692464,"about_ca_system_score_codex":0.0000715329,"about_ca_system_score_gemma":0.00030118102,"threshold_uncertainty_score":0.99682295},"labels":[],"label_agreement":null},{"id":"W4394379254","doi":"10.6084/m9.figshare.19759409","title":"Additional file 3 of Barriers and facilitators of implementing interventions to improve appropriate antibiotic use in low- and middle-income countries: a systematic review based on the Consolidated Framework for Implementation Research","year":2022,"lang":"en","type":"review","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Low and middle income countries; Implementation research; Systematic review; Business; Process management; Medicine; Political science; MEDLINE; Nursing; Economics; Developing country; Economic growth","score_opus":0.10338521012098702,"score_gpt":0.384271319382575,"score_spread":0.280886109261588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394379254","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003262838,0.35731566,7.990784e-7,0.000009857466,0.000014073404,0.0031588671,0.63948774,0.0000045771685,0.0000051480993],"genre_scores_gemma":[0.000075417534,0.20202492,0.00012309033,0.00008138813,0.000007234968,0.003929159,0.7935552,0.000033179484,0.00017041394],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9973562,0.00084772205,0.0010292797,0.00035063867,0.0001073522,0.00030881047],"domain_scores_gemma":[0.9868009,0.011940324,0.00072756887,0.0003309081,0.00016973057,0.000030558476],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065933674,0.00021617101,0.001139299,0.00026897417,0.0002231277,0.000023713712,0.00024039602,0.0001665068,0.69146115],"category_scores_gemma":[0.011612936,0.0001511992,0.0002508276,0.00040280502,0.000072552066,0.00004281609,0.00019566531,0.00038623004,0.00004952483],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013139017,0.000015356603,6.612189e-7,0.860528,0.00015621311,0.0000010603677,0.000062232575,2.7667374e-8,2.5773494e-7,0.000062137646,0.13880788,0.0003530543],"study_design_scores_gemma":[0.00013246482,0.00014969318,0.00000516165,0.767869,0.00016552376,0.0000022438512,0.0005895539,0.0000012322679,0.0000062838717,0.000009618315,0.23095858,0.000110624635],"about_ca_topic_score_codex":0.00001294726,"about_ca_topic_score_gemma":0.0000306011,"teacher_disagreement_score":0.6914116,"about_ca_system_score_codex":0.00007174716,"about_ca_system_score_gemma":0.00030240198,"threshold_uncertainty_score":0.9967127},"labels":[],"label_agreement":null},{"id":"W4394522428","doi":"10.6084/m9.figshare.19759412","title":"Additional file 4 of Barriers and facilitators of implementing interventions to improve appropriate antibiotic use in low- and middle-income countries: a systematic review based on the Consolidated Framework for Implementation Research","year":2022,"lang":"en","type":"review","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Low and middle income countries; Business; Computer science; Medicine; Nursing; Economics; Economic growth; Developing country","score_opus":0.10398204099718839,"score_gpt":0.38466455676661904,"score_spread":0.28068251576943065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394522428","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000032491494,0.35764763,8.028698e-7,0.000009838766,0.000013965099,0.0031597763,0.63915503,0.0000045803295,0.000005135081],"genre_scores_gemma":[0.00007696702,0.20199862,0.00012318564,0.00008145172,0.0000071750524,0.0039289854,0.7935849,0.00003316929,0.00016557773],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99735594,0.0008476313,0.0010295794,0.00035066716,0.000107346656,0.00030883893],"domain_scores_gemma":[0.98678577,0.011957891,0.00072761043,0.000331024,0.00016714244,0.000030557316],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006597682,0.00021618328,0.0011395181,0.00026907618,0.00022321823,0.000023724,0.0002405402,0.00016651828,0.688517],"category_scores_gemma":[0.0114819,0.00015122263,0.00025084344,0.00040276308,0.000072562696,0.00004282119,0.00019572614,0.00038622026,0.000048698836],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013283782,0.000015401678,6.640948e-7,0.86119974,0.00015660949,0.0000010660568,0.00006244094,2.742132e-8,2.551519e-7,0.00006413869,0.13813263,0.0003537207],"study_design_scores_gemma":[0.0001327651,0.00015260726,0.0000052103524,0.77232224,0.0001674571,0.0000022753081,0.0005942732,0.0000012425683,0.000006212434,0.000009751348,0.22649468,0.00011125447],"about_ca_topic_score_codex":0.000012853451,"about_ca_topic_score_gemma":0.000030703424,"teacher_disagreement_score":0.6884683,"about_ca_system_score_codex":0.00007152198,"about_ca_system_score_gemma":0.00030147776,"threshold_uncertainty_score":0.9968448},"labels":[],"label_agreement":null},{"id":"W4394533784","doi":"10.6084/m9.figshare.19759415","title":"Additional file 5 of Barriers and facilitators of implementing interventions to improve appropriate antibiotic use in low- and middle-income countries: a systematic review based on the Consolidated Framework for Implementation Research","year":2022,"lang":"en","type":"review","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Low and middle income countries; Psychological intervention; Business; Systematic review; Low income; Process management; Medicine; Political science; MEDLINE; Economic growth; Nursing; Economics; Developing country; Socioeconomics; Law","score_opus":0.10339065981537822,"score_gpt":0.38439261225728516,"score_spread":0.28100195244190695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394533784","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000032625837,0.35756683,8.010016e-7,0.000009883844,0.000013968621,0.0031598713,0.6392357,0.000004581546,0.000005128871],"genre_scores_gemma":[0.00007642949,0.20219316,0.00012330383,0.00008157501,0.0000071829318,0.003932722,0.7933857,0.00003320636,0.0001667524],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99735534,0.0008482132,0.0010295525,0.00035070372,0.00010735184,0.00030883265],"domain_scores_gemma":[0.98679703,0.011945598,0.00072757865,0.0003309733,0.000168247,0.00003055966],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066003896,0.00021620073,0.0011396776,0.00026906736,0.00022322663,0.000023715456,0.00024046643,0.00016652486,0.68846965],"category_scores_gemma":[0.011519122,0.00015122493,0.00025087106,0.00040286902,0.00007256299,0.000042821135,0.00019573422,0.0003862573,0.00004843162],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013105674,0.000015391446,6.617447e-7,0.86057,0.00015649656,0.0000010652412,0.00006236836,2.767838e-8,2.5652355e-7,0.00006412001,0.13876258,0.00035391265],"study_design_scores_gemma":[0.00013285194,0.00015111943,0.000005286463,0.7732779,0.00016769752,0.0000022780885,0.0005951958,0.000001236815,0.0000062588,0.000009720174,0.22553909,0.0001113937],"about_ca_topic_score_codex":0.000012948595,"about_ca_topic_score_gemma":0.00003079337,"teacher_disagreement_score":0.6884212,"about_ca_system_score_codex":0.000071534734,"about_ca_system_score_gemma":0.00030175404,"threshold_uncertainty_score":0.9968073},"labels":[],"label_agreement":null},{"id":"W4394977601","doi":"10.1016/s2352-4642(24)00048-8","title":"Tackling the threat of antimicrobial resistance in neonates and children: outcomes from the first WHO-convened Paediatric Drug Optimisation exercise for antibiotics","year":2024,"lang":"en","type":"review","venue":"The Lancet Child & Adolescent Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"World Health Organization","keywords":"Antimicrobial drug; Medicine; Antibiotics; Drug; Antibiotic resistance; Intensive care medicine; Drug resistance; Antimicrobial; Pharmacology; Microbiology; Biology","score_opus":0.022960109738610558,"score_gpt":0.28747610611174224,"score_spread":0.26451599637313167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394977601","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018302351,0.97962606,0.000020406393,0.013823028,0.00087970955,0.0027562636,0.0009980364,0.00004396529,0.000022316992],"genre_scores_gemma":[0.014621296,0.9828248,0.00007643107,0.0012923805,0.00056971726,0.00000669388,0.0003819423,0.000061471015,0.00016523652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973356,0.00041918352,0.000979709,0.00057781464,0.000083595325,0.00060410023],"domain_scores_gemma":[0.99768496,0.00066355657,0.00076335773,0.0008238876,0.0000392112,0.000025059007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011126419,0.00052021263,0.0020977554,0.000092434224,0.00063705444,0.00005652967,0.0008660648,0.0002989149,0.000005370194],"category_scores_gemma":[0.000057649373,0.00023326767,0.00039611562,0.00033441163,0.00042498737,0.000041714266,0.00021063983,0.0013583617,0.000016741178],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021130394,0.0012365987,0.03915426,0.14840798,0.0042198487,0.00001094799,0.01748443,0.00007016793,0.000010833763,0.0066080955,0.341971,0.43871278],"study_design_scores_gemma":[0.0039705397,0.00007054014,0.046297904,0.15210882,0.0034056224,0.000036737238,0.0003572395,0.000011268793,0.00007180641,0.00041111678,0.79215163,0.0011067586],"about_ca_topic_score_codex":0.00030459228,"about_ca_topic_score_gemma":0.0011546325,"teacher_disagreement_score":0.45018062,"about_ca_system_score_codex":0.0000855429,"about_ca_system_score_gemma":0.00023390385,"threshold_uncertainty_score":0.951238},"labels":[],"label_agreement":null},{"id":"W4395454533","doi":"10.1111/jvim.17068","title":"Evaluation of antimicrobial purchasing by companion animal veterinary facilities in Canada, the United Kingdom, and the United States of America (2019-2021)","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Purchasing; Medicine; Antimicrobial stewardship; Medical prescription; Antimicrobial; Environmental health; Agricultural science; Antibiotics; Business; Marketing; Antibiotic resistance","score_opus":0.03837968485076154,"score_gpt":0.30019625747141293,"score_spread":0.2618165726206514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395454533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869343,0.0091495225,0.00022179616,0.0027472645,0.0007406735,0.0001188899,0.000054650616,0.000002356783,0.000030533258],"genre_scores_gemma":[0.99842155,0.0012809229,0.000014504243,0.00013952184,0.00005063312,5.914008e-7,0.000030372838,0.000007832692,0.000054067044],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981006,0.0007601465,0.00068939046,0.000103142214,0.00019320015,0.00015353705],"domain_scores_gemma":[0.9986212,0.0005913732,0.000393893,0.000109461194,0.00026627362,0.000017763417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013601308,0.00013272584,0.000408542,0.00025666872,0.000055711746,0.0000075354783,0.00022661635,0.000049648734,0.00014284538],"category_scores_gemma":[0.00015108427,0.000067533845,0.00005385732,0.0002516583,0.00092331786,0.00006314372,0.00007011196,0.00039584868,6.810592e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005208005,0.00007643786,0.00091559597,0.00029102317,0.0007308333,0.00015851758,0.006105306,0.00019010523,0.974999,0.00005666232,0.0068866285,0.0043818704],"study_design_scores_gemma":[0.05433172,0.045712736,0.08390956,0.053830776,0.0042341435,0.035889056,0.119371705,0.034012984,0.13859491,0.0007044437,0.42780435,0.0016035914],"about_ca_topic_score_codex":0.36700118,"about_ca_topic_score_gemma":0.0022489694,"teacher_disagreement_score":0.8364041,"about_ca_system_score_codex":0.00012552476,"about_ca_system_score_gemma":0.00024496196,"threshold_uncertainty_score":0.637214},"labels":[],"label_agreement":null},{"id":"W4395472439","doi":"10.1136/bmjopen-2023-078566","title":"Value-based comparison of ambulatory children with respiratory diseases in an emergency department and a walk-in clinic: a retrospective cohort study in Québec, Canada","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; La Cité Médicale; Université Laval; Centre hospitalier de l'Université Laval","funders":"Fonds de Recherche du Québec - Santé; Centre Hospitalier Universitaire de Québec; Canadian Association of Emergency Physicians; Université Laval","keywords":"Medicine; Emergency department; Retrospective cohort study; Ambulatory; Incidence (geometry); Pediatrics; Emergency medicine; Respiratory tract infections; Cohort; Ambulatory care; Health care; Internal medicine; Respiratory system","score_opus":0.0275761499610094,"score_gpt":0.35810433823030313,"score_spread":0.33052818826929375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395472439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915891,0.004074377,0.0000013106321,0.00006938426,0.00010232488,0.003969372,0.000052479947,0.000008341394,0.000133262],"genre_scores_gemma":[0.99961835,0.000010312643,0.000007581517,0.000052970117,0.00000660679,0.0001444585,0.000026414871,0.000012207512,0.00012112461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985429,0.0003432116,0.0004659601,0.00039595857,0.0000659803,0.00018601307],"domain_scores_gemma":[0.9995398,0.00004755393,0.00009324098,0.0002734589,0.000021046495,0.000024934821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044024654,0.00013341969,0.0004670699,0.00009997613,0.00003937872,0.000010567479,0.00020023376,0.00006583515,0.00010490382],"category_scores_gemma":[0.000028075328,0.00010419041,0.000018607076,0.00020445901,0.000081588994,0.000074115844,0.00008670822,0.00019045551,0.0000036133708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063574803,0.0007559221,0.9966869,0.00003610233,0.00012195962,0.00005487352,0.00043083454,0.000025485075,0.00008906581,0.00002129325,0.0010130726,0.0001287473],"study_design_scores_gemma":[0.0015534571,0.00063103036,0.99638003,0.000230647,0.00004646791,0.0000010403282,0.00068938406,0.000019897412,0.00016339985,0.0000073954016,0.00012850849,0.00014871289],"about_ca_topic_score_codex":0.62198114,"about_ca_topic_score_gemma":0.9896122,"teacher_disagreement_score":0.3676311,"about_ca_system_score_codex":0.00020661729,"about_ca_system_score_gemma":0.0014050436,"threshold_uncertainty_score":0.42487615},"labels":[],"label_agreement":null},{"id":"W4396502331","doi":"10.14745/ccdr.v50i34a05","title":"Microbiology of bloodstream infections in Ontario, Canada during COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Bloodstream infection; 2019-20 coronavirus outbreak; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Microbiology; Medicine; Biology; Geography; Infectious disease (medical specialty); Outbreak; Pathology","score_opus":0.013802837834823336,"score_gpt":0.23748498746915916,"score_spread":0.22368214963433583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396502331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831104,0.014244904,0.000005412287,0.00040498236,0.00069295196,0.0001682778,0.00016882551,0.000043613963,0.0011606269],"genre_scores_gemma":[0.99084073,0.00021277218,0.000005825695,0.00020139628,0.0000069481243,0.000010949921,0.00043611389,0.000014948496,0.008270308],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986059,0.0001534579,0.0005306784,0.00029846368,0.000042538362,0.00036894548],"domain_scores_gemma":[0.99869436,0.00022817584,0.00011835518,0.00078186847,0.000043662723,0.0001335787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017794818,0.00017262298,0.00035313805,0.00008955377,0.00021681342,0.00000763098,0.0002883028,0.000116475654,0.0006903337],"category_scores_gemma":[0.0001793306,0.00016382753,0.00007299038,0.00020058738,0.00019367205,0.00003851132,0.00015174488,0.00051603833,0.0000025516777],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059120368,0.00011575349,0.96230876,0.00032140018,0.00031526014,0.004494069,0.000097318916,0.00021778427,0.016499389,0.00014399785,0.015391006,0.00003615616],"study_design_scores_gemma":[0.0010303388,0.0000293554,0.19610505,0.0004516898,0.00019643274,0.0039053897,0.00062796683,0.0000063699786,0.002044032,0.00007315551,0.7950468,0.00048341925],"about_ca_topic_score_codex":0.99987227,"about_ca_topic_score_gemma":0.99999577,"teacher_disagreement_score":0.7796558,"about_ca_system_score_codex":0.001896553,"about_ca_system_score_gemma":0.03340153,"threshold_uncertainty_score":0.9720782},"labels":[],"label_agreement":null},{"id":"W4396618512","doi":"10.1017/ash.2024.49","title":"Assessing the quality of antimicrobial prescribing in solid organ transplant recipients: a new frontier in antimicrobial stewardship","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Antimicrobial; Intensive care medicine; Antimicrobial stewardship; Guideline; Empiric therapy; Internal medicine; Transplantation; Emergency medicine; Antibiotic resistance; Antibiotics","score_opus":0.08427156301216793,"score_gpt":0.3855922998761029,"score_spread":0.30132073686393496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396618512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9600521,0.009977797,0.0021122938,0.019959262,0.0058679744,0.0013326517,0.0003159453,0.00020026446,0.00018176681],"genre_scores_gemma":[0.9921651,0.0022703984,0.0008228287,0.0032974926,0.0003810314,0.000013060711,0.00034822515,0.000118464945,0.0005834331],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9853241,0.0064411964,0.0039889957,0.0017635736,0.00015209119,0.0023300503],"domain_scores_gemma":[0.9948089,0.00296518,0.000845679,0.0010323606,0.00018654233,0.00016130095],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0077667,0.00088138465,0.002748541,0.0007746302,0.00039815673,0.000087746994,0.0011982443,0.0016308154,0.00016121479],"category_scores_gemma":[0.0012991948,0.00069896533,0.00063384493,0.0013133779,0.0011312634,0.0005562553,0.00029852812,0.00268782,0.00015142876],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016505324,0.00092806964,0.42091933,0.0027288566,0.0005675764,0.00021528847,0.007900906,0.00025031215,0.5224364,0.0031712793,0.028593289,0.010638174],"study_design_scores_gemma":[0.0117362505,0.0011034878,0.70782906,0.025330612,0.0004997451,0.0011436818,0.002614429,0.0001750305,0.22669752,0.0020684227,0.016921764,0.0038800233],"about_ca_topic_score_codex":0.02598436,"about_ca_topic_score_gemma":0.011950305,"teacher_disagreement_score":0.29573888,"about_ca_system_score_codex":0.00044385158,"about_ca_system_score_gemma":0.0015916725,"threshold_uncertainty_score":0.99966526},"labels":[],"label_agreement":null},{"id":"W4396621717","doi":"10.1093/cid/ciae182","title":"The Effect of COVID-19 Vaccination on Outpatient Antibiotic Prescribing in Older Adults: A Self-Controlled Risk-Interval Study","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences; Ottawa Hospital; Sunnybrook Health Science Centre; University of Waterloo; Public Health Ontario; University Health Network; University of Toronto","funders":"Ministry of Long-Term Care; Canadian Institutes of Health Research; Institute of Chemical and Engineering Sciences; Ministry of Health, Ontario","keywords":"Medicine; Vaccination; Odds ratio; Antibiotics; Medical prescription; Confidence interval; Internal medicine; Population; Pediatrics; Immunology; Environmental health","score_opus":0.010239692310058396,"score_gpt":0.3228654278291496,"score_spread":0.31262573551909123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396621717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98846996,0.007176006,0.000050581242,0.00009910021,0.0018346321,0.001980881,0.000034022883,0.000199415,0.00015540881],"genre_scores_gemma":[0.9991489,0.0005172706,3.8387248e-7,0.0000708732,0.00006070628,0.000034948967,0.000013916467,0.000017653902,0.00013535323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961496,0.0022512213,0.000819828,0.0004526065,0.000068827874,0.00025788936],"domain_scores_gemma":[0.99240845,0.006926449,0.00023986996,0.00032331588,0.000044241813,0.000057687957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012562418,0.00020666524,0.000604601,0.00012554633,0.00022599823,0.000040857096,0.00017376001,0.00018570991,0.000058839963],"category_scores_gemma":[0.004203488,0.00011669028,0.00038894243,0.0002071464,0.00012511812,0.000054381457,0.0000715304,0.0004731897,0.00010237342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035403366,0.0033024044,0.9798042,0.00036398257,0.0008785543,0.00003340814,0.0006578753,0.00005407371,0.0000124172675,0.000080423444,0.0011405156,0.01013182],"study_design_scores_gemma":[0.024894474,0.010410727,0.9610601,0.00069684227,0.0009086518,0.0000031610223,0.0006423906,0.0003903586,0.00022716196,0.00007627322,0.00045268916,0.00023714814],"about_ca_topic_score_codex":0.00013049944,"about_ca_topic_score_gemma":0.0002867016,"teacher_disagreement_score":0.021354137,"about_ca_system_score_codex":0.00009398903,"about_ca_system_score_gemma":0.000107053085,"threshold_uncertainty_score":0.5032272},"labels":[],"label_agreement":null},{"id":"W4396623217","doi":"10.59058/jaimc.v21i4.124","title":"Current Trends of Resistance Among Gram Negative and Gram Positive Bacteria Isolated from Tertiary Care Hospital","year":2024,"lang":"en","type":"article","venue":"JAIMC Journal of Allama Iqbal Medical College","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"Gram; Gram-negative bacteria; Tertiary care; Gram-positive bacteria; Gram-negative bacterial infections; Medicine; Microbiology; Bacteria; Biology; Internal medicine; Antibiotics","score_opus":0.003093708105481552,"score_gpt":0.2315123260223661,"score_spread":0.22841861791688456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396623217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94320315,0.05210989,0.00016970419,0.0012635508,0.0023596091,0.00012270147,0.0004501718,0.000023730818,0.00029749874],"genre_scores_gemma":[0.9976194,0.0015184653,0.00013637367,0.000046863348,0.0001950833,0.0000013749677,0.0000449029,0.00001981457,0.0004177218],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981605,0.00027349626,0.00075268367,0.00029308314,0.00021198681,0.00030827947],"domain_scores_gemma":[0.99871486,0.0004357198,0.00032741373,0.00014021424,0.00024195625,0.00013981502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406746,0.00024471074,0.0005830111,0.00020038451,0.00011021881,0.0000242231,0.00029021932,0.00039217577,0.0005094992],"category_scores_gemma":[0.00019719603,0.00017555608,0.00022296958,0.00028758278,0.0008515278,0.00017507853,0.00009684786,0.0008806617,0.00001055379],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01651863,0.0054014088,0.15015952,0.0038821278,0.022808505,0.016853658,0.11111244,0.000004625757,0.109227255,0.00986745,0.24765143,0.30651295],"study_design_scores_gemma":[0.00818939,0.0029258707,0.90274847,0.015148107,0.0011369109,0.00040536816,0.013177782,0.000073936295,0.025103848,0.0013430649,0.028700713,0.0010465152],"about_ca_topic_score_codex":0.000054608623,"about_ca_topic_score_gemma":0.0001479991,"teacher_disagreement_score":0.752589,"about_ca_system_score_codex":0.00007239479,"about_ca_system_score_gemma":0.00026663393,"threshold_uncertainty_score":0.7158969},"labels":[],"label_agreement":null},{"id":"W4396763285","doi":"10.1017/ash.2024.73","title":"Five steps to high quality antimicrobial stewardship research","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Centers for Disease Control and Prevention; National Institute on Aging; National Institutes of Health; Infectious Diseases Society of America","keywords":"Antimicrobial stewardship; Checklist; Stewardship (theology); Quality (philosophy); Formulary; Intervention (counseling); Antimicrobial; Process management; Business; Risk analysis (engineering); Knowledge management; Antibiotic resistance; Medicine; Computer science; Nursing; Psychology; Political science; Antibiotics; Biology; Microbiology","score_opus":0.12087010490099155,"score_gpt":0.4263256170119648,"score_spread":0.30545551211097327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396763285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87676936,0.012849507,0.0012583858,0.092166,0.011555452,0.0021819314,0.0011982998,0.0009469657,0.0010741152],"genre_scores_gemma":[0.97456086,0.0013911533,0.0013521623,0.012118689,0.0011099846,0.00005642451,0.00063147506,0.00017161561,0.008607637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97970587,0.010815352,0.0026440662,0.002762592,0.00024267873,0.0038294292],"domain_scores_gemma":[0.9900791,0.0066982824,0.000355569,0.0016129295,0.0007929727,0.00046116317],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.013667305,0.0009418791,0.002430771,0.0010310974,0.0013791489,0.000108623826,0.0014929071,0.0021233326,0.00066824444],"category_scores_gemma":[0.003474084,0.0008368213,0.0006697013,0.0017473402,0.0016040774,0.00027583336,0.0008570544,0.0036254306,0.0093393335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021534772,0.00071711605,0.012880996,0.0035183923,0.0010057983,0.0003514744,0.0034322706,0.00007326985,0.23115884,0.08847025,0.6410128,0.015225302],"study_design_scores_gemma":[0.0046029356,0.005264565,0.08021806,0.0068261116,0.00036927866,0.0013297822,0.0027051852,0.000019980509,0.14685863,0.0110264635,0.73611933,0.0046596504],"about_ca_topic_score_codex":0.022708915,"about_ca_topic_score_gemma":0.0036944724,"teacher_disagreement_score":0.097791515,"about_ca_system_score_codex":0.000663358,"about_ca_system_score_gemma":0.0013395005,"threshold_uncertainty_score":0.9999209},"labels":[],"label_agreement":null},{"id":"W4396999830","doi":"10.1093/cid/ciae282","title":"Association Between Infectious Diseases Consultation and Mortality in Hospitalized Patients With Gram-negative Bloodstream Infection: A Retrospective Population-wide Cohort Study","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Health Sciences Centre; Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Sinai Health System; Sunnybrook Health Science Centre","funders":"Ministry of Long-Term Care; Canadian Institutes of Health Research; International Council for the Exploration of the Sea; Ministry of Health, Ontario","keywords":"Medicine; Retrospective cohort study; Cohort; Gram; Cohort study; Bloodstream infection; Population; Pediatrics; Intensive care medicine; Internal medicine; Environmental health; Bacteria","score_opus":0.008786474639127646,"score_gpt":0.302004864845123,"score_spread":0.2932183902059954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396999830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99584347,0.00046637846,0.000045635123,0.000038704675,0.0008530308,0.0017471137,0.00041296115,0.00041124393,0.00018147768],"genre_scores_gemma":[0.9987174,0.00021957544,0.000001411792,0.000053016,0.00011295369,0.00010813936,0.0005922733,0.00003192948,0.00016326975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971892,0.00075389293,0.0007764273,0.0007914175,0.00015996143,0.0003290823],"domain_scores_gemma":[0.9970082,0.0020119087,0.00035262248,0.00024734947,0.00028437778,0.000095542164],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003785511,0.00032087066,0.00075575133,0.00019266424,0.00029032576,0.000118573356,0.000064756736,0.00030319067,0.000049601127],"category_scores_gemma":[0.0028497914,0.0002631495,0.00016236259,0.0005902601,0.00029241576,0.00034517652,0.000060805003,0.00047382328,0.00007722678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000777449,0.0021959678,0.9943831,0.00006773327,0.0023080457,0.000012383383,0.0001413229,0.0000075855355,5.823096e-7,0.00007953177,0.0002270584,0.0004989324],"study_design_scores_gemma":[0.004604619,0.001200267,0.9901316,0.00016450124,0.0018843703,6.707412e-7,0.00005288038,0.0000052426053,0.0000030791587,0.0015903825,0.000033123622,0.0003292762],"about_ca_topic_score_codex":0.0025550958,"about_ca_topic_score_gemma":0.002522397,"teacher_disagreement_score":0.004526874,"about_ca_system_score_codex":0.0003435665,"about_ca_system_score_gemma":0.00011214691,"threshold_uncertainty_score":0.99998206},"labels":[],"label_agreement":null},{"id":"W4398223675","doi":"10.1093/jacamr/dlae082","title":"Dental antimicrobial stewardship: a qualitative study of perspectives among Canadian dentistry sector leaders and experts in antimicrobial stewardship","year":2024,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Snowball sampling; Thematic analysis; Psychological intervention; Qualitative research; Medicine; Focus group; Exploratory research; Antibiotic resistance; Public relations; Psychology; Nursing; Business; Political science; Sociology; Antibiotics","score_opus":0.021018695534945994,"score_gpt":0.29315519190196115,"score_spread":0.27213649636701515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398223675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98984414,0.0054609715,0.00003423173,0.0003622833,0.0017925596,0.0011718529,0.00058322476,0.00013346638,0.0006172383],"genre_scores_gemma":[0.9935645,0.00033647614,0.0001949757,0.00012961116,0.000117823605,0.000018562676,0.00009060404,0.000111165595,0.005436321],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99498814,0.0009216358,0.0011232964,0.0015289849,0.00018327562,0.0012546686],"domain_scores_gemma":[0.99838954,0.00037341533,0.00028865793,0.0006015922,0.00018119629,0.00016561068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006409815,0.00073204236,0.0011593978,0.00092578295,0.00042413155,0.00019577023,0.00061670004,0.00064187,0.00020077467],"category_scores_gemma":[0.00017159237,0.0007285982,0.00028206588,0.00093312736,0.001770733,0.00047939908,0.00017501222,0.0008803338,0.00007710939],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001579682,0.0017158383,0.03128949,0.0017193415,0.0012732749,0.0012790101,0.24769528,0.00001725884,0.6690249,0.0006713716,0.043585382,0.00014916912],"study_design_scores_gemma":[0.01182088,0.0009926194,0.096511655,0.008185405,0.0007342148,0.0005435416,0.6230107,0.000014779396,0.24779311,0.00007960029,0.006627454,0.0036860693],"about_ca_topic_score_codex":0.044876613,"about_ca_topic_score_gemma":0.48835775,"teacher_disagreement_score":0.44348115,"about_ca_system_score_codex":0.0004759576,"about_ca_system_score_gemma":0.00067056826,"threshold_uncertainty_score":0.9995165},"labels":[],"label_agreement":null},{"id":"W4398244297","doi":"10.1016/s0140-6736(24)01019-5","title":"Ensuring progress on sustainable access to effective antibiotics at the 2024 UN General Assembly: a target-based approach","year":2024,"lang":"en","type":"review","venue":"The Lancet","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":96,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Institute of Infection and Immunity","funders":"","keywords":"Antibiotics; General assembly; Process management; Business; Risk analysis (engineering); Computer science; Environmental planning; Environmental science; Microbiology; World Wide Web; Biology","score_opus":0.03448618966630176,"score_gpt":0.33077899455315124,"score_spread":0.2962928048868495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398244297","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047863973,0.99126816,0.00007597936,0.001096392,0.0010891934,0.0027950646,0.00013721411,0.00018868444,0.002870696],"genre_scores_gemma":[0.002576469,0.9497769,0.000115310795,0.0008621004,0.0011255934,0.000111356305,0.00029502105,0.00019878233,0.044938482],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970888,0.0008274493,0.00037168356,0.0006959401,0.000096930584,0.00091921893],"domain_scores_gemma":[0.9981617,0.0003750047,0.00021059731,0.0011527624,0.00006781476,0.0000321262],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085730996,0.00058270537,0.0016721904,0.00013007589,0.0005226429,0.00020132946,0.0015245874,0.0004814486,0.000052844607],"category_scores_gemma":[0.000074400494,0.0002562025,0.00042190726,0.000589751,0.00034351167,0.000035999463,0.0007506698,0.0011968049,0.0007286955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007539657,0.00057363237,0.00013039281,0.07788306,0.0057210224,0.0003784972,0.0006269691,0.00024373112,0.00008609767,0.013063836,0.6107889,0.2897499],"study_design_scores_gemma":[0.00032212352,0.00011379883,0.000033134962,0.004426619,0.001044065,0.000042075077,0.00004824283,0.000012099578,0.00072217337,0.00005895169,0.9928022,0.00037450498],"about_ca_topic_score_codex":0.000029556342,"about_ca_topic_score_gemma":0.0000075822436,"teacher_disagreement_score":0.38201332,"about_ca_system_score_codex":0.00020440493,"about_ca_system_score_gemma":0.00022590254,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W4398758925","doi":"10.5737/23688653-3428","title":"Identifying Opportunities for Antimicrobial Stewardship in a Tertiary Intensive Care Unit: A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"˜The œCanadian journal of critical care nursing","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Intensive care unit; Unit (ring theory); Stewardship (theology); Qualitative research; Antimicrobial; Medicine; Intensive care medicine; Psychology; Sociology; Political science; Microbiology; Antibiotic resistance; Antibiotics; Mathematics education; Biology; Social science","score_opus":0.12128574715284833,"score_gpt":0.39267311301667746,"score_spread":0.2713873658638291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398758925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890658,0.0039090496,0.00024384292,0.004021969,0.001964795,0.00037581328,0.00012686162,0.000015351003,0.00027651014],"genre_scores_gemma":[0.99922854,0.0000053128865,0.000039853283,0.00048461388,0.00008262176,0.000003219089,0.000026121239,0.000023252589,0.000106486375],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981054,0.0006374337,0.00047237007,0.00016871812,0.000070042195,0.0005460149],"domain_scores_gemma":[0.9976397,0.0006178967,0.00010114627,0.00014300543,0.0013883697,0.000109895445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005903331,0.00015988972,0.00033728933,0.00047764627,0.0006010598,0.00008501828,0.0002877044,0.00015729912,0.00001851488],"category_scores_gemma":[0.00037790663,0.00012649203,0.00015156934,0.00023125522,0.000869538,0.00011057331,0.00001680288,0.00051039795,0.0000113840215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027556354,0.0000541947,0.0037044077,0.00034715165,0.00014443314,0.0010471828,0.98426914,0.000007859855,0.0017628057,0.0015441169,0.0022972582,0.0045458917],"study_design_scores_gemma":[0.0009662789,0.00035587134,0.006283859,0.0009718315,0.00014990002,0.00013854622,0.98920375,0.0000016024813,0.0005435444,0.00090941414,0.0003186271,0.00015677807],"about_ca_topic_score_codex":0.0017852152,"about_ca_topic_score_gemma":0.06927303,"teacher_disagreement_score":0.06748782,"about_ca_system_score_codex":0.00022544437,"about_ca_system_score_gemma":0.0009672881,"threshold_uncertainty_score":0.94771034},"labels":[],"label_agreement":null},{"id":"W4399118848","doi":"10.1371/journal.pone.0281699","title":"Challenges in the distribution of antimicrobial medications in community dispensaries in Accra, Ghana","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Tamkeen; Research Institute Centers, New York University Abu Dhabi; York University; New York University Abu Dhabi","keywords":"Antimicrobial stewardship; Business; Psychological intervention; Pharmacy; Public health; Leverage (statistics); Stewardship (theology); Medicine; Environmental health; Family medicine; Nursing; Antibiotic resistance","score_opus":0.07124872889099089,"score_gpt":0.2653691142638856,"score_spread":0.19412038537289472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399118848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985018,0.009664124,0.00001052413,0.004396385,0.000046876037,0.00014301475,0.00004844688,0.000012160814,0.00066047756],"genre_scores_gemma":[0.99672186,0.0029960284,0.000009292488,0.000027537313,0.000007986491,0.0000053197073,0.00015914257,0.000003586184,0.000069270274],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992015,0.00034073507,0.00020292404,0.00009387693,0.000028068824,0.00013292202],"domain_scores_gemma":[0.99946886,0.00028555226,0.000027884449,0.00020066944,0.000013349461,0.0000036564797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044519364,0.000060725284,0.00016568863,0.000073103096,0.000049451315,0.000005457828,0.00020035607,0.000114946626,0.00002518288],"category_scores_gemma":[0.00008586499,0.000043805587,0.000020432863,0.00020686748,0.00021980917,0.000046163248,0.000042293028,0.00046076166,0.00003002004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041503282,0.026910217,0.09838405,0.0039116004,0.0009870108,0.00008183573,0.08320678,0.000007851734,0.6874071,0.08776262,0.00282523,0.008100712],"study_design_scores_gemma":[0.001371285,0.00018069791,0.85060066,0.00497155,0.0001404032,0.000011089221,0.013763018,0.000038037353,0.12604718,0.001585515,0.0010123105,0.0002782564],"about_ca_topic_score_codex":0.00050768786,"about_ca_topic_score_gemma":0.008346324,"teacher_disagreement_score":0.75221664,"about_ca_system_score_codex":0.000025367483,"about_ca_system_score_gemma":0.00003577265,"threshold_uncertainty_score":0.46574444},"labels":[],"label_agreement":null},{"id":"W4399274859","doi":"10.1038/s41598-024-62651-6","title":"Point prevalence of evidence-based antimicrobial use among hospitalized patients in sub-Saharan Africa: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Scientific Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; CINAHL; Meta-analysis; Antimicrobial stewardship; Cochrane Library; MEDLINE; Antibiotic resistance; Psychological intervention; Systematic review; Intensive care medicine; Antibiotics; Internal medicine; Nursing","score_opus":0.08945449738858009,"score_gpt":0.3073097061883098,"score_spread":0.2178552087997297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399274859","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00062714954,0.9938128,0.000008065035,0.000020296146,0.0010699094,0.0042413888,0.0001791865,0.000034378103,0.0000068078343],"genre_scores_gemma":[0.0021995374,0.9908082,0.00002631916,0.000016638087,0.0000027122687,0.00013868789,0.0002366887,0.00003297268,0.006538257],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99345076,0.0011603208,0.003116548,0.001608257,0.00022517875,0.00043896312],"domain_scores_gemma":[0.99501145,0.0003131919,0.0025505845,0.0017758423,0.00029970505,0.00004922549],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035995939,0.00061376253,0.00752891,0.00096563937,0.0001222939,0.00015903819,0.0003910476,0.00040908964,0.00016473299],"category_scores_gemma":[0.0011163095,0.00033478256,0.0028613308,0.002330587,0.00082243874,0.00028624752,0.00019487804,0.00039620543,0.000060658866],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031479924,0.00013822962,0.00017681875,0.96270645,0.030157728,0.00013951298,0.000036938105,3.4243823e-7,0.000016146783,0.0000014408489,0.0065718116,0.000051433562],"study_design_scores_gemma":[0.000060839775,0.000025914907,0.0000644739,0.28390297,0.7085029,0.000034753157,0.0000013272903,3.605088e-7,0.000055176388,0.00000687796,0.006988716,0.00035573525],"about_ca_topic_score_codex":0.0000721449,"about_ca_topic_score_gemma":0.000041001582,"teacher_disagreement_score":0.6788035,"about_ca_system_score_codex":0.00007663132,"about_ca_system_score_gemma":0.0003099491,"threshold_uncertainty_score":0.9999104},"labels":[],"label_agreement":null},{"id":"W4399281813","doi":"10.1016/j.ajic.2024.04.162","title":"The Impact of COVID-19 on the Incidence of Carbapenemase Producing Organisms in Acute Care Inpatients in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Incidence (geometry); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Acute care; Intensive care medicine; Betacoronavirus; Virology; Emergency medicine; Internal medicine; Health care; Outbreak; Infectious disease (medical specialty)","score_opus":0.0031728246959250987,"score_gpt":0.23463736073611366,"score_spread":0.23146453604018857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399281813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975168,0.0014557522,0.000055043678,0.00031339822,0.00042970365,0.00017561774,0.00003065445,0.000002815314,0.000020224226],"genre_scores_gemma":[0.99951965,0.00027985268,0.0000016963602,0.00012638114,0.000015033883,0.0000019574845,0.0000012660988,0.000006495817,0.000047676025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989169,0.00032230656,0.00044078098,0.000103075385,0.000067433226,0.00014947262],"domain_scores_gemma":[0.998763,0.0005371306,0.0004076884,0.00012313509,0.00014632038,0.000022672508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040724158,0.00006507914,0.000286425,0.00006405859,0.000089169785,0.000023115797,0.00012263948,0.000034555636,0.000041359344],"category_scores_gemma":[0.0005037945,0.00004843874,0.00008900198,0.00037034234,0.0002577477,0.00004757404,0.000013742271,0.0003238186,7.5042414e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003001731,0.0000809995,0.9600722,0.00004641671,0.00052101363,0.00012548444,0.0020735164,0.001272945,0.021595947,0.000010917982,0.001775484,0.0121248895],"study_design_scores_gemma":[0.0016101679,0.0019603092,0.98731977,0.0007155607,0.00008435597,0.00035740854,0.0039477916,0.000025358508,0.0032071779,0.000034744775,0.00060959556,0.00012773601],"about_ca_topic_score_codex":0.9032587,"about_ca_topic_score_gemma":0.9294643,"teacher_disagreement_score":0.02724758,"about_ca_system_score_codex":0.0003722325,"about_ca_system_score_gemma":0.001698345,"threshold_uncertainty_score":0.3012791},"labels":[],"label_agreement":null},{"id":"W4399384737","doi":"10.1136/bmj-2024-079329","title":"Mailed feedback to primary care physicians on antibiotic prescribing for patients aged 65 years and older: pragmatic, factorial randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"BMJ","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University; Université Laval; University of Toronto; Toronto East General Hospital; Sunnybrook Hospital; Women's College Hospital; Public Health Ontario","funders":"","keywords":"Medicine; Medical prescription; Randomized controlled trial; Family medicine; Poisson regression; Intervention (counseling); Population; Rate ratio; Pediatrics; Internal medicine; Nursing; Environmental health","score_opus":0.00793370117283697,"score_gpt":0.24684050477808347,"score_spread":0.2389068036052465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399384737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814422,0.0010556258,0.0002021027,0.0001769494,0.0057829777,0.009916802,0.00014464256,0.00009553776,0.0011831698],"genre_scores_gemma":[0.9966012,0.000029440977,0.000106950814,0.00019424407,0.00047203968,0.00008731496,0.00018797866,0.00003316386,0.0022876156],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99867666,0.00018485804,0.0003852034,0.0003759095,0.000064953245,0.00031240145],"domain_scores_gemma":[0.99902654,0.0005935861,0.00010101822,0.00019899815,0.000052293217,0.000027565915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021491924,0.00020083741,0.0005898034,0.00008598048,0.00013822198,0.000057025758,0.0001118392,0.00020172088,0.000029317633],"category_scores_gemma":[0.00022275347,0.00015593288,0.0002033506,0.000073305826,0.00006320838,0.000056171317,0.000038908656,0.00016104228,0.00010073393],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.81543976,0.00070325215,0.00032456176,0.001167273,0.0014531495,0.000021614958,0.0071234168,0.000008916557,0.071596846,0.00029780157,0.08222091,0.019642526],"study_design_scores_gemma":[0.97477823,0.0018115473,0.00770302,0.0013213207,0.0004136171,0.000001648571,0.00042984926,0.000011334955,0.0035360553,0.000029498256,0.009521737,0.00044212618],"about_ca_topic_score_codex":0.0000092586515,"about_ca_topic_score_gemma":0.000009692988,"teacher_disagreement_score":0.15933852,"about_ca_system_score_codex":0.00005261982,"about_ca_system_score_gemma":0.000073454365,"threshold_uncertainty_score":0.6358758},"labels":[],"label_agreement":null},{"id":"W4399434681","doi":"10.18192/osurj.v3i1.7147","title":"Antibiotic Resistance- The Silent Pandemic","year":2024,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pandemic; Antibiotics; Antibiotic resistance; Resistance (ecology); Coronavirus disease 2019 (COVID-19); Virology; Medicine; Microbiology; Biology; Infectious disease (medical specialty); Internal medicine","score_opus":0.031602847634194485,"score_gpt":0.30292153003241523,"score_spread":0.27131868239822077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399434681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7585579,0.05786123,0.008749186,0.07092858,0.0042413077,0.0008527237,0.00004756887,0.00025506114,0.09850641],"genre_scores_gemma":[0.97223496,0.003508777,0.0001274297,0.00001428818,0.000033913453,1.9732555e-8,0.0000010349794,0.0000062543645,0.024073318],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980284,0.0003938463,0.00018499294,0.0003178015,0.00040373905,0.00067121733],"domain_scores_gemma":[0.9987477,0.00040114255,0.000075177835,0.00028843453,0.0004110519,0.00007647234],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0043278444,0.00010244485,0.00015939544,0.0005361956,0.002227203,0.00013286763,0.0012436311,0.00008974995,0.00014986952],"category_scores_gemma":[0.00018391534,0.00006851681,0.00012254334,0.0014109125,0.005646017,0.00043448582,0.00021166191,0.0011162588,0.00031934291],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021583735,0.00025465377,0.007227091,0.0002700271,0.00042044683,0.00069093547,0.003167095,0.000052044823,0.5184367,0.29981437,0.15522258,0.014228258],"study_design_scores_gemma":[0.002012949,0.0006826124,0.021091504,0.00281791,0.00015997556,0.0016898065,0.023499109,0.00027820648,0.045876503,0.03924337,0.8619754,0.0006727036],"about_ca_topic_score_codex":0.000090783135,"about_ca_topic_score_gemma":0.00020740188,"teacher_disagreement_score":0.7067528,"about_ca_system_score_codex":0.00023502055,"about_ca_system_score_gemma":0.0010858442,"threshold_uncertainty_score":0.9990718},"labels":[],"label_agreement":null},{"id":"W4399439045","doi":"10.1186/s12889-024-18984-y","title":"Impact assessment of self-medication on COVID-19 prevalence in Gauteng, South Africa, using an age-structured disease transmission modelling framework","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada); University of Toronto; Response Biomedical (Canada); York University","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Biostatistics; Medicine; Epidemiology; Coronavirus disease 2019 (COVID-19); Public health; Transmission (telecommunications); Pandemic; Disease; Environmental health; Disease transmission; 2019-20 coronavirus outbreak; Infectious disease (medical specialty); Virology; Internal medicine; Pathology; Outbreak","score_opus":0.07174773529507487,"score_gpt":0.3779626875618262,"score_spread":0.30621495226675133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399439045","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4235287,0.0059330016,0.56893545,0.00076445576,0.00024637041,0.00037500265,0.0000790718,0.00011056718,0.00002738759],"genre_scores_gemma":[0.98957455,0.00046118555,0.009562092,0.00018731019,0.000036328314,0.000004693103,0.00009790497,0.000018326602,0.000057606696],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979555,0.000603758,0.00045229238,0.00043472837,0.00011092017,0.00044280934],"domain_scores_gemma":[0.9990022,0.00019375928,0.00014969782,0.0003404003,0.00002808568,0.00028586353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010451234,0.00016665626,0.00027772336,0.00026018114,0.00015904693,0.000030529107,0.00020128784,0.00022689297,0.00015590021],"category_scores_gemma":[0.000096877855,0.0001252814,0.00008970836,0.00034732232,0.00009491741,0.00014133043,0.00001849979,0.00045250996,0.0000048948777],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018151155,0.0092654,0.39433438,0.05262478,0.0011261199,0.00024652397,0.21164817,0.20424436,0.012401744,0.081428155,0.0025229093,0.028342366],"study_design_scores_gemma":[0.0033328596,0.0016261737,0.39528188,0.0059857783,0.0002052179,0.000033251064,0.0027525413,0.56531334,0.00014065046,0.0059932,0.018108679,0.0012264365],"about_ca_topic_score_codex":0.00013910829,"about_ca_topic_score_gemma":0.000009566688,"teacher_disagreement_score":0.5660459,"about_ca_system_score_codex":0.0004475528,"about_ca_system_score_gemma":0.0042747487,"threshold_uncertainty_score":0.75832206},"labels":[],"label_agreement":null},{"id":"W4399493462","doi":"10.1177/10591478241264022","title":"Influencing Primary Care Antibiotic Prescription Behavior Using Financial Incentives","year":2024,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Incentive; Medical prescription; Payment; Business; Harm; Actuarial science; Antibiotic resistance; Prescription costs; Public economics; Medicine; Antibiotics; Finance; Economics; Prescription drug; Nursing; Psychology; Microeconomics","score_opus":0.01106171619278043,"score_gpt":0.2415060649042818,"score_spread":0.23044434871150138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399493462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790657,0.01515131,0.0015366775,0.00015201802,0.002108134,0.00054251374,0.000007706152,0.00011718192,0.0013187638],"genre_scores_gemma":[0.99390084,0.00078501465,0.0008633961,0.000065940134,0.00008293021,0.000008716914,0.000066437555,0.000008707079,0.004218025],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99935025,0.000040029412,0.00014593959,0.0003073924,0.000029904299,0.00012649783],"domain_scores_gemma":[0.99981165,0.0000025934307,0.000014005241,0.000120673794,0.000041718282,0.000009376574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007812081,0.00009416206,0.0000847662,0.00012653031,0.0003767182,0.00007998427,0.000041933938,0.000057074685,0.00003116274],"category_scores_gemma":[0.000008478689,0.00008307244,0.000026578438,0.00014399274,0.000086480875,0.00024488426,0.000054731903,0.00010110742,0.000048380552],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096114134,0.00043759582,0.009940051,0.0037963574,0.00039547088,0.000055666365,0.008230357,0.0016679505,0.82300097,0.029447163,0.003102216,0.11983008],"study_design_scores_gemma":[0.0020490545,0.00046269197,0.58660007,0.005596619,0.0026321725,0.00035259215,0.018750675,0.0008747305,0.2217761,0.00018040731,0.15863816,0.0020867237],"about_ca_topic_score_codex":0.000030342626,"about_ca_topic_score_gemma":0.00003281988,"teacher_disagreement_score":0.6012249,"about_ca_system_score_codex":0.000073777686,"about_ca_system_score_gemma":0.000031268646,"threshold_uncertainty_score":0.33875957},"labels":[],"label_agreement":null},{"id":"W4399652885","doi":"10.3389/jpps.2024.12721","title":"Community pharmacists as antimicrobial resistance stewards: a narrative review on their contributions and challenges in low- and middle-income countries","year":2024,"lang":"en","type":"review","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"JSS Academy of Higher Education and Research; Pfizer","keywords":"Antimicrobial stewardship; Stewardship (theology); Low and middle income countries; Health care; Transformational leadership; Medicine; Resistance (ecology); Public relations; Population; Public health; Nursing; Antibiotic resistance; Business; Political science; Developing country; Economic growth; Environmental health; Politics","score_opus":0.14331762110404977,"score_gpt":0.43478526367225406,"score_spread":0.2914676425682043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399652885","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026791464,0.9904722,9.000391e-7,0.004510876,0.0009454725,0.00069451216,0.000243866,0.000024166166,0.00042888365],"genre_scores_gemma":[0.01168077,0.9871892,0.000014614884,0.00073313835,0.00011839701,0.000010451247,0.000007673931,0.000022857581,0.0002229189],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949544,0.002347459,0.0013927814,0.0004870064,0.00020475939,0.0006135589],"domain_scores_gemma":[0.9974374,0.001240751,0.0007675052,0.00018867056,0.00019785675,0.0001678157],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00392953,0.0006180139,0.002166556,0.00039626163,0.0006535404,0.00010879732,0.0007656406,0.00022855207,0.00013763183],"category_scores_gemma":[0.0003184636,0.00037498458,0.00036424623,0.0005640075,0.0023130337,0.0003028853,0.0002660122,0.0029091458,0.00007157592],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015124653,0.0016250041,0.000068085414,0.65849656,0.003429273,0.0012547844,0.0072235693,7.6533144e-7,0.0007700043,0.004816864,0.00995419,0.31084844],"study_design_scores_gemma":[0.0011633532,0.00016071275,0.0000042999136,0.19558187,0.0011392724,0.0012376251,0.00029378472,0.000001167156,0.00052634475,0.000104656596,0.7994332,0.00035377237],"about_ca_topic_score_codex":0.000008091122,"about_ca_topic_score_gemma":0.00001646987,"teacher_disagreement_score":0.78947896,"about_ca_system_score_codex":0.00016304657,"about_ca_system_score_gemma":0.00068032776,"threshold_uncertainty_score":0.9998702},"labels":[],"label_agreement":null},{"id":"W4399849871","doi":"10.1016/j.jgar.2024.06.002","title":"Real-life experience with IV dalbavancin in Canada; results from the CLEAR (Canadian LEadership on Antimicrobial Real-life usage) registry","year":2024,"lang":"en","type":"article","venue":"Journal of Global Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Manitoba; St. Joseph’s Healthcare Hamilton; Cegep de Saint Jerome; London Health Sciences Centre; Regina General Hospital; Dr. Georges-L.-Dumont University Hospital Centre; Health Sciences Centre; Vitalité Health Network; Hamilton Health Sciences; St Joseph's Health Care; Western University","funders":"","keywords":"Dalbavancin; Antimicrobial; Medicine; Biology; Microbiology; Genetics; Staphylococcus aureus; Bacteria; Vancomycin","score_opus":0.02047134119015604,"score_gpt":0.23476384650735044,"score_spread":0.2142925053171944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399849871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740895,0.0025607047,0.00004278936,0.0156058,0.0020230794,0.00025251188,0.0011778182,0.00003218027,0.004215637],"genre_scores_gemma":[0.9928416,0.00186369,0.00013840657,0.0031580345,0.00031231798,0.0000010448275,0.000041890282,0.000038629874,0.001604411],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9963963,0.00038258015,0.0012547758,0.0006867492,0.00026132294,0.001018282],"domain_scores_gemma":[0.9978314,0.00044949815,0.00060191803,0.00065811706,0.00019539901,0.00026367942],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058646535,0.00046912485,0.00074258185,0.00010863877,0.0003677953,0.00015731095,0.0010987145,0.00034131276,0.000081799684],"category_scores_gemma":[0.00046504912,0.00031931474,0.00019348894,0.00074209785,0.0005892248,0.00025746934,0.00006017081,0.0011245782,0.00007963792],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022393757,0.0002520424,0.02472484,0.00028910855,0.0008219283,0.004840768,0.002061882,0.00048272338,0.09177427,0.0032979287,0.8486447,0.0004160812],"study_design_scores_gemma":[0.013120283,0.0009673551,0.64563596,0.022407666,0.0005119137,0.0010204185,0.012299209,0.000039510764,0.034090087,0.00012410384,0.2668467,0.0029367972],"about_ca_topic_score_codex":0.85533196,"about_ca_topic_score_gemma":0.9898186,"teacher_disagreement_score":0.6209111,"about_ca_system_score_codex":0.0016682833,"about_ca_system_score_gemma":0.009224069,"threshold_uncertainty_score":0.9999259},"labels":[],"label_agreement":null},{"id":"W4399865146","doi":"10.1136/bmjopen-2024-086164","title":"Antibiotic dispensing practices among informal healthcare providers in low-income and middle-income countries: a scoping review protocol","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University Health Centre; Ottawa Hospital; McGill University","funders":"McGill University","keywords":"Medicine; Low and middle income countries; Protocol (science); Health care; Low income; Health services research; Public health; Middle income; Family medicine; Developing country; Environmental health; Alternative medicine; Nursing; Socioeconomics; Economic growth; Pathology","score_opus":0.0914109986278748,"score_gpt":0.4573163483570986,"score_spread":0.36590534972922384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399865146","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018811452,0.68565995,6.416694e-7,0.00025321604,0.00025999994,0.3132632,0.000030110621,0.000042005817,0.00047207437],"genre_scores_gemma":[0.000028674034,0.96410215,0.000062430234,0.00025095826,0.000056241537,0.033857003,0.00008562105,0.000077101045,0.0014798528],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99550307,0.00079897663,0.0019777415,0.000878272,0.00011984891,0.00072209607],"domain_scores_gemma":[0.99636126,0.00036437533,0.0023520526,0.0007675662,0.000084672785,0.00007005673],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021812613,0.00069605384,0.0031669268,0.0002828694,0.00026100274,0.00045424816,0.00085772196,0.0007149164,0.00008293422],"category_scores_gemma":[0.0005697749,0.0004854566,0.00024425975,0.0005497398,0.0003962665,0.000967368,0.00124207,0.0010455932,0.00042227676],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008634192,0.000030178686,0.0010117266,0.9823731,0.00023291193,0.00017787797,0.00017503976,3.814596e-8,1.1998513e-7,0.00008856651,0.00017051534,0.015653536],"study_design_scores_gemma":[0.0005068919,0.000114533264,0.00013979444,0.8282363,0.00048524135,0.00030776043,0.00007872832,6.724382e-7,0.0000016571197,0.000004423115,0.16958064,0.0005433744],"about_ca_topic_score_codex":0.0009115946,"about_ca_topic_score_gemma":0.0050006784,"teacher_disagreement_score":0.27940622,"about_ca_system_score_codex":0.00014073018,"about_ca_system_score_gemma":0.0023185413,"threshold_uncertainty_score":0.99975973},"labels":[],"label_agreement":null},{"id":"W4400092431","doi":"10.1186/s12889-024-19158-6","title":"Integrated surveillance systems for antibiotic resistance in a One Health context: a scoping review","year":2024,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Global Health Research; York University","funders":"Canadian Institutes of Health Research; Agence Nationale de la Recherche; Joint Programming Initiative on Antimicrobial Resistance; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Context (archaeology); Health informatics; Public health surveillance; Medicine; Typology; Public health; Environmental health; Information system; Nursing; Geography; Engineering","score_opus":0.132948129769977,"score_gpt":0.38661411168695337,"score_spread":0.25366598191697637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400092431","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.406076e-7,0.98279685,0.0009884733,0.0031128642,0.0019679542,0.009934082,0.0008363895,0.00021970792,0.0001431598],"genre_scores_gemma":[0.000057272046,0.99278325,0.00022415874,0.0010721908,0.000108738604,0.00024318576,0.0017138122,0.0001297754,0.0036676214],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906505,0.0030425454,0.0031947866,0.0013245263,0.00011974595,0.0016679043],"domain_scores_gemma":[0.996271,0.00081249117,0.0016108393,0.0009387166,0.00018344249,0.00018348328],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006626987,0.00078123255,0.0063028214,0.00056145055,0.00028580797,0.000111239424,0.00067936245,0.0006731565,0.000029446821],"category_scores_gemma":[0.00084961514,0.0005938427,0.00059310376,0.0015351223,0.00020621972,0.00010016446,0.0001117934,0.0011634913,0.0003595845],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012306785,0.00013782908,0.000010918956,0.8465312,0.00019856167,0.0000042118877,0.000075583026,2.1329303e-8,8.8753154e-8,0.0038707813,0.037553407,0.11160509],"study_design_scores_gemma":[0.00026489142,0.00007986851,0.0000050942585,0.47541022,0.00004509919,0.00002467032,0.0000442518,5.8619526e-7,2.3977401e-8,0.000003989385,0.5238536,0.00026772884],"about_ca_topic_score_codex":0.0010757806,"about_ca_topic_score_gemma":0.014769386,"teacher_disagreement_score":0.48630017,"about_ca_system_score_codex":0.0012781152,"about_ca_system_score_gemma":0.017558986,"threshold_uncertainty_score":0.9996513},"labels":[],"label_agreement":null},{"id":"W4400095238","doi":"10.5539/gjhs.v16n6p48","title":"Prevention and Control towards Hospital- Acquired Infections, Mixed-Methods Systemic Review","year":2024,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Emergency medicine; Medical emergency","score_opus":0.010242795537387843,"score_gpt":0.3629615796840233,"score_spread":0.3527187841466355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400095238","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10658588,0.8513642,0.032974694,0.0037415621,0.004893751,0.0002755404,0.0000097058355,0.000026606152,0.00012805506],"genre_scores_gemma":[0.95221114,0.046633214,0.0006885973,0.00034990895,0.000033636028,9.2376524e-7,6.171677e-7,0.0000025255001,0.000079407786],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99869585,0.00021378855,0.00056083157,0.00017733352,0.000084243984,0.00026793266],"domain_scores_gemma":[0.9993304,0.000038931405,0.00031043746,0.00010495683,0.0001598769,0.000055422268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036701988,0.00008874061,0.00033677777,0.000075167954,0.0002657112,0.000038907598,0.00019254131,0.00005836565,0.000018567838],"category_scores_gemma":[0.00012906009,0.000060941773,0.00008236168,0.00046063965,0.0003724042,0.00024770375,0.000035742476,0.00012705794,0.000023426366],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050146617,0.00024067008,0.011731097,0.007251184,0.000231428,0.00004289677,0.00016803641,0.0000052100345,0.021269638,0.005241475,0.027021043,0.9267472],"study_design_scores_gemma":[0.0072648437,0.013646334,0.50904036,0.19376928,0.0013068512,0.078067034,0.0025549147,0.00017734605,0.011728063,0.009487406,0.1711942,0.0017633964],"about_ca_topic_score_codex":0.000026177106,"about_ca_topic_score_gemma":0.0000018901995,"teacher_disagreement_score":0.9249838,"about_ca_system_score_codex":0.00016728803,"about_ca_system_score_gemma":0.0011216302,"threshold_uncertainty_score":0.24851334},"labels":[],"label_agreement":null},{"id":"W4400316894","doi":"10.1186/s12969-024-00997-x","title":"A quantitative comparison between the essential medicines for rheumatic diseases in children and young people in Africa and the WHO model list","year":2024,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Essential medicines; Medicine; Family medicine; Christian ministry; Alternative medicine; Traditional medicine; Pediatrics; Environmental health; Public health; Political science","score_opus":0.009195008877291943,"score_gpt":0.2607414832230717,"score_spread":0.25154647434577976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400316894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8944026,0.1011089,0.0016494592,0.0019351718,0.00021355586,0.0005657204,0.000061913146,0.000025680003,0.000036982714],"genre_scores_gemma":[0.9919084,0.007818323,0.00004334644,0.000014909442,0.000019034902,0.000047738056,0.00004169508,0.0000131857505,0.0000933677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861723,0.00024702525,0.00048254768,0.0003053149,0.000035602345,0.0003123055],"domain_scores_gemma":[0.99762523,0.002088726,0.00010899474,0.0001391407,0.000020083296,0.000017852253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044786526,0.0001649282,0.0006469175,0.00016725842,0.00017147584,0.000029234188,0.00017401857,0.00014808936,0.00000766692],"category_scores_gemma":[0.00029170286,0.000089462184,0.000052896088,0.00026774744,0.0005650857,0.000058220627,0.000090652364,0.00026331103,0.0000061295605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022388047,0.000047154157,0.972498,0.00027244032,0.00013364389,9.203724e-7,0.008929611,0.000021465281,0.0000072263574,0.013699869,0.003869397,0.00029641145],"study_design_scores_gemma":[0.006306217,0.00018050314,0.9477153,0.00029578683,0.00068650587,0.00015252351,0.003241137,0.02881573,0.000013489795,0.01213716,0.000072220864,0.00038346846],"about_ca_topic_score_codex":0.00082347495,"about_ca_topic_score_gemma":0.0011999799,"teacher_disagreement_score":0.097505786,"about_ca_system_score_codex":0.000011357371,"about_ca_system_score_gemma":0.000075259915,"threshold_uncertainty_score":0.3648162},"labels":[],"label_agreement":null},{"id":"W4400589722","doi":"10.2196/59848","title":"An Evidence-Based Serious Game App for Public Education on Antibiotic Use and Resistance: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Antibiotic resistance; Resistance (ecology); Antibiotics; Medicine; Psychology; Internal medicine; Biology; Microbiology","score_opus":0.019741885009049782,"score_gpt":0.2949539320893068,"score_spread":0.27521204708025704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400589722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94554967,0.03772559,0.00033518212,0.0028978866,0.0032970826,0.0094673475,0.000036728867,0.0003882032,0.00030228673],"genre_scores_gemma":[0.98533106,0.0012070511,0.00025098195,0.00057134713,0.00023604454,0.00058056146,0.00009543124,0.00005099807,0.011676521],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974705,0.00068115053,0.00061812386,0.0006814128,0.00008417574,0.000464663],"domain_scores_gemma":[0.9969986,0.002085963,0.00021307987,0.00047183287,0.00016051641,0.00006998086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009281255,0.00035550722,0.0012408198,0.00029207152,0.00021775921,0.00040012668,0.00021468403,0.00037761492,0.00006948389],"category_scores_gemma":[0.000858341,0.00024951904,0.00038523943,0.00020065623,0.00044412573,0.00045307886,0.000019086394,0.00026295826,0.00006123027],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94795144,0.0005993269,0.00004258258,0.0004713846,0.0005176939,0.000009471453,0.0003674134,0.0000022616182,0.026847957,0.008317871,0.007533357,0.00733925],"study_design_scores_gemma":[0.93813974,0.001511861,0.00056681386,0.002027575,0.0004967879,0.000018091112,0.00025057505,0.00017407999,0.004860317,0.0007526364,0.0505911,0.0006104177],"about_ca_topic_score_codex":0.000026221884,"about_ca_topic_score_gemma":0.00007765321,"teacher_disagreement_score":0.043057743,"about_ca_system_score_codex":0.000066221146,"about_ca_system_score_gemma":0.0006395244,"threshold_uncertainty_score":0.9999957},"labels":[],"label_agreement":null},{"id":"W4400591406","doi":"10.1186/s13756-024-01434-0","title":"Understanding the impact of COVID-19 on antibiotic use in Canadian primary care: a matched-cohort study using EMR data","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; University of British Columbia; Queen's University","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Medical microbiology; Coronavirus disease 2019 (COVID-19); Primary care; Cohort; Cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibiotics; Intensive care medicine; Internal medicine; Emergency medicine; Pediatrics; Family medicine; Virology; Infectious disease (medical specialty); Microbiology; Biology; Disease","score_opus":0.053627815820115825,"score_gpt":0.30781104904651274,"score_spread":0.2541832332263969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400591406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942692,0.0021774736,0.0010580209,0.00022494406,0.0004835934,0.0009834006,0.00035131836,0.000043239965,0.0004088464],"genre_scores_gemma":[0.9988872,0.00047666,0.0000067586766,0.00027197303,0.000036544647,0.0000018313463,0.000100105644,0.00002295086,0.00019596591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983016,0.00029893298,0.0003792764,0.00052757387,0.000056900506,0.00043566394],"domain_scores_gemma":[0.998928,0.00032220033,0.00010858863,0.00052843837,0.000043723012,0.00006900967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006457129,0.00023072584,0.00042286713,0.0003423491,0.00039349613,0.00012423351,0.00020061871,0.0001900099,0.00003386521],"category_scores_gemma":[0.00014637857,0.00016266733,0.00009907669,0.0004136188,0.00026302697,0.0003116598,0.00005296405,0.00035525791,0.000013247703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007000255,0.00020680622,0.94642144,0.00046380443,0.0008063268,0.000100758894,0.0014111835,0.00057260157,0.043568473,0.00053910055,0.00510124,0.00010822529],"study_design_scores_gemma":[0.004893931,0.00054194353,0.9846231,0.0014473301,0.0006079864,0.00009868279,0.0015836997,0.00041527132,0.0010794494,0.000070667855,0.003942278,0.0006956627],"about_ca_topic_score_codex":0.24422121,"about_ca_topic_score_gemma":0.3989749,"teacher_disagreement_score":0.15475367,"about_ca_system_score_codex":0.00098482,"about_ca_system_score_gemma":0.0011007909,"threshold_uncertainty_score":0.76081157},"labels":[],"label_agreement":null},{"id":"W4400591909","doi":"10.1080/20523211.2024.2371411","title":"Point prevalence survey of antibiotics use among hospitalised neonates and children in Saudi Arabia: findings and implications","year":2024,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"King Fahad Medical City","keywords":"Pharmacy; Medicine; Family medicine; Pediatrics; Antibiotics; Environmental health; Medical emergency","score_opus":0.03564475823988109,"score_gpt":0.36297559086880155,"score_spread":0.32733083262892043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400591909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682102,0.02651995,0.00006571642,0.0048290235,0.000091652604,0.00011990266,0.000070576614,0.000006034875,0.0000869482],"genre_scores_gemma":[0.96993315,0.02944759,0.00013803382,0.00031117618,0.000030888375,8.479832e-8,0.0000034660852,0.000008419147,0.00012718409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988199,0.00037918365,0.00040618074,0.00016319331,0.000043100717,0.00018842932],"domain_scores_gemma":[0.99660033,0.0029749412,0.00017205773,0.00007689867,0.00011335971,0.00006242489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011472056,0.00011691854,0.0002481843,0.00017660297,0.000068718466,0.00005646039,0.000081485116,0.00014150822,0.000013532546],"category_scores_gemma":[0.0025797698,0.000090980044,0.000032928136,0.00022113086,0.0004975552,0.0006075444,0.00006546238,0.000506622,0.0000017185098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000991612,0.00034095632,0.9085495,0.000577463,0.000687374,0.000046659614,0.0012418665,0.0000041408875,0.07325348,0.0070250416,0.0012484606,0.0060334415],"study_design_scores_gemma":[0.00069867604,0.0001513114,0.98980504,0.00032016673,0.0002115426,0.0009892518,0.00005553999,0.000024091938,0.0062289485,0.00025708,0.0011524338,0.000105892395],"about_ca_topic_score_codex":0.00046397012,"about_ca_topic_score_gemma":0.000022326847,"teacher_disagreement_score":0.08125556,"about_ca_system_score_codex":0.00001670144,"about_ca_system_score_gemma":0.00008520189,"threshold_uncertainty_score":0.37100586},"labels":[],"label_agreement":null},{"id":"W4400720930","doi":"10.1016/s2214-109x(24)00229-8","title":"A successful UN High-Level Meeting on antimicrobial resistance must build on the 2023 UN High-Level Meeting on tuberculosis","year":2024,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Fogarty International Center; College of Medicine, Catholic University of Korea; Noguchi Memorial Institute for Medical Research, University of Ghana; Jesus College, University of Cambridge; Fundació Institut de Recerca Hospital Universitari Vall d’Hebron; Universitas Sebelas Maret; International Union Against Tuberculosis and Lung Disease; Universidade de São Paulo; University of Ghana; Universität zu Lübeck; Catholic University of Korea; Medical Research Council; Universidad Autónoma de Baja California; London School of Hygiene and Tropical Medicine; Gentofte Hospital; James Cook University; Karolinska Institutet; University of Karachi; Rijksinstituut voor Volksgezondheid en Milieu; South African Medical Research Council; University of Ottawa","keywords":"Tuberculosis; High resistance; Medicine; Mycobacterium tuberculosis; Antibiotic resistance; Environmental health; Microbiology; Biology; Antibiotics; Pathology","score_opus":0.027805056077620474,"score_gpt":0.2886794146904689,"score_spread":0.26087435861284847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400720930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8366439,0.007299839,0.00010916164,0.13561024,0.0037054503,0.0008370168,0.0023730956,0.00039044837,0.013030875],"genre_scores_gemma":[0.9781049,0.0022688252,0.00029202228,0.016141571,0.00078689365,0.000014583171,0.00011523458,0.000051405117,0.002224573],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99587166,0.0010349039,0.00066164,0.0008849352,0.0002183237,0.0013285428],"domain_scores_gemma":[0.9975698,0.0009844616,0.00029660857,0.0010032717,0.00007387856,0.000071986884],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018026506,0.000520225,0.0007868331,0.00007538415,0.0014839745,0.00011759714,0.0010182289,0.00034752215,0.00019167252],"category_scores_gemma":[0.00018636363,0.0003014295,0.00019702045,0.0007017028,0.00038894382,0.000065270244,0.00018869905,0.0011261945,0.0012742246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037305816,0.0006401968,0.0011505138,0.0010038676,0.0013680985,0.00013504805,0.001095268,0.0003285791,0.009830829,0.35011148,0.6153175,0.015288037],"study_design_scores_gemma":[0.017448796,0.0051363297,0.254255,0.05449685,0.0012444089,0.00045613147,0.0049405596,0.00018950614,0.19386056,0.029224578,0.43244758,0.006299682],"about_ca_topic_score_codex":0.0028772363,"about_ca_topic_score_gemma":0.0022806153,"teacher_disagreement_score":0.3208869,"about_ca_system_score_codex":0.00044004136,"about_ca_system_score_gemma":0.00027477145,"threshold_uncertainty_score":0.9999438},"labels":[],"label_agreement":null},{"id":"W4400721520","doi":"10.3390/antibiotics13070659","title":"Antimicrobial Resistance in the WHO African Region: A Systematic Literature Review 2016–2020","year":2024,"lang":"en","type":"review","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec","funders":"World Health Organization","keywords":"Systematic review; Antimicrobial; Resistance (ecology); Antibiotic resistance; MEDLINE; Biology; Microbiology; Antibiotics; Ecology","score_opus":0.019574699190930234,"score_gpt":0.28373092840705866,"score_spread":0.2641562292161284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400721520","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.34271e-7,0.9916231,0.000010129819,0.0010149841,0.0013078273,0.0025033646,0.00012577875,0.00008241867,0.003331979],"genre_scores_gemma":[0.000055974004,0.97262233,0.000035858684,0.0009094411,0.00019091266,0.0000052441223,0.0003010677,0.00008999868,0.025789196],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953568,0.0014198242,0.0015554619,0.000877159,0.00011806727,0.00067266374],"domain_scores_gemma":[0.9973444,0.00039796814,0.00069710455,0.0014397167,0.0000910314,0.00002981135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090123876,0.00085109303,0.0036084424,0.0002415785,0.00018580753,0.00015663747,0.0013619069,0.0010472853,0.00001643573],"category_scores_gemma":[0.00020366204,0.0004523751,0.0009835856,0.0019116173,0.00033803898,0.00007927717,0.00018113841,0.0018914961,0.0014521327],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051059783,0.000057743524,4.4973578e-7,0.6941038,0.0002990619,0.0009990566,0.0002649406,5.0636895e-9,0.0000013517825,0.0011674557,0.30155492,0.0015461042],"study_design_scores_gemma":[0.00006570123,0.00001501719,4.5923605e-7,0.5044977,0.0020240326,0.0007855474,0.00003128187,3.302843e-8,0.000001371535,0.000014092089,0.4922829,0.00028183762],"about_ca_topic_score_codex":0.0000044269063,"about_ca_topic_score_gemma":0.000073787036,"teacher_disagreement_score":0.19072798,"about_ca_system_score_codex":0.00008880034,"about_ca_system_score_gemma":0.00032483062,"threshold_uncertainty_score":0.9997928},"labels":[],"label_agreement":null},{"id":"W4400721672","doi":"10.3390/antibiotics13070657","title":"Testing Different Message Styles about Unnecessary Antibiotics Using an Online Platform","year":2024,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Computer science; Antibiotics; Internet privacy; Microbiology; Biology","score_opus":0.06841994469215751,"score_gpt":0.2952946825662443,"score_spread":0.2268747378740868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400721672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984813,0.009207897,0.002103115,0.00009008229,0.0016634236,0.00022130321,0.00024189254,0.00048172075,0.001177594],"genre_scores_gemma":[0.9948444,0.00058261136,0.002211098,0.0001727291,0.00026409634,1.9676243e-8,0.00031677046,0.00009141673,0.0015168971],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977503,0.000097214135,0.000584121,0.0006881503,0.00010992004,0.00077032833],"domain_scores_gemma":[0.9988231,0.00029384228,0.00013759927,0.00056277576,0.00010496842,0.0000777303],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002249782,0.00046366657,0.0005339146,0.00022371397,0.00037264646,0.00015693554,0.00042267964,0.0005239608,0.00013024018],"category_scores_gemma":[0.0000913983,0.0003646255,0.00015351748,0.00044606274,0.00041279462,0.00032584317,0.00018730937,0.0006727632,0.00017840134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006360929,0.0012234028,0.04272475,0.0009553416,0.00064609665,0.00039052404,0.00053887203,0.00013747094,0.9332708,0.0071359533,0.0011197515,0.01179341],"study_design_scores_gemma":[0.0018101194,0.0009947402,0.1291922,0.005411642,0.0010935599,0.0007857001,0.0037701894,0.015859999,0.8285036,0.0007563728,0.009493166,0.0023287025],"about_ca_topic_score_codex":0.00012073363,"about_ca_topic_score_gemma":0.0001229873,"teacher_disagreement_score":0.10476721,"about_ca_system_score_codex":0.00007145255,"about_ca_system_score_gemma":0.00014476659,"threshold_uncertainty_score":0.99988055},"labels":[],"label_agreement":null},{"id":"W4400768506","doi":"10.1016/j.cmi.2024.07.011","title":"Trends in antimicrobial resistance of bacterial isolates in China, 2014 to 2022","year":2024,"lang":"en","type":"letter","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Microbiology; China; Biology; Medicine; Antibiotics; Geography","score_opus":0.011854241053835254,"score_gpt":0.28426509202953654,"score_spread":0.2724108509757013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400768506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90018934,0.004967176,0.00001928853,0.08303826,0.0100437105,0.00042393914,0.0004906453,0.00006292326,0.0007647337],"genre_scores_gemma":[0.8317755,0.00787399,0.00012372374,0.1030735,0.0027161082,0.000036202448,0.0049723694,0.000151035,0.049277604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656975,0.0007320193,0.0012844137,0.0008968302,0.000011494212,0.0005054964],"domain_scores_gemma":[0.99901825,0.0003144942,0.00029092547,0.00031947848,0.000036975616,0.00001988394],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00073068746,0.0003775282,0.0011193953,0.00082390936,0.00005996345,0.000014179557,0.00019172128,0.0032415306,0.00077511434],"category_scores_gemma":[0.00012079283,0.0003310978,0.00025343004,0.00041989144,0.00061906845,0.000058372385,0.00017976109,0.0028502287,0.00033470104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005163478,0.00013433139,0.008546533,0.00028963404,0.00012547869,0.000028989478,0.00009160191,6.9372925e-7,0.14743865,0.000022559772,0.8419056,0.0008996125],"study_design_scores_gemma":[0.0013741546,0.00044392195,0.031338714,0.0008483625,0.00007468845,0.00006741538,0.000004797668,3.5231844e-7,0.005075396,0.00010199178,0.96025175,0.0004184431],"about_ca_topic_score_codex":0.00024504605,"about_ca_topic_score_gemma":0.0022290358,"teacher_disagreement_score":0.14236325,"about_ca_system_score_codex":0.000053659158,"about_ca_system_score_gemma":0.00006872042,"threshold_uncertainty_score":0.9999141},"labels":[],"label_agreement":null},{"id":"W4401238507","doi":"10.1093/ofid/ofae445","title":"Understanding Acceptability and Willingness-to-pay for a C-reactive Protein Point-of-care Testing Service to Improve Antibiotic Dispensing for Respiratory Infections in Vietnamese Pharmacies: A Mixed-methods Study","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Medicine; Pharmacy; Point-of-care testing; Family medicine; Antibiotics; Psychological intervention; Vietnamese; Odds ratio; Focus group; Confidence interval; Emergency medicine; Environmental health; Nursing; Internal medicine; Marketing; Business","score_opus":0.04843817378773964,"score_gpt":0.37826265057094355,"score_spread":0.3298244767832039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401238507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613584,0.00081024773,0.026815912,0.00026366656,0.0007543514,0.009278499,0.00036136358,0.00012008935,0.00023742285],"genre_scores_gemma":[0.99830323,0.0000021502317,0.0009863315,0.00020065375,0.000028083392,0.00036848485,0.000019812876,0.000048545593,0.00004270904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802125,0.0002938371,0.00045143854,0.0007278981,0.000042374715,0.0004632163],"domain_scores_gemma":[0.99817353,0.0011011473,0.0001244234,0.0002835927,0.00023495058,0.00008234508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006365034,0.0002814223,0.000523462,0.00025127732,0.0005411172,0.00018760657,0.00021091627,0.00011831175,0.00001364764],"category_scores_gemma":[0.0011870094,0.0002313413,0.000113373586,0.0008010794,0.00009561221,0.00039172889,0.00036410973,0.0001978886,0.0000058286632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016155778,0.0022100252,0.7096413,0.0040769656,0.0008170197,0.000010895134,0.010551753,0.00016281876,0.2256273,0.0014541844,0.00033436503,0.04349782],"study_design_scores_gemma":[0.02792191,0.02976189,0.33557954,0.011543283,0.0035800512,0.0000858674,0.33453983,0.001577701,0.22136877,0.018060546,0.010922576,0.0050580297],"about_ca_topic_score_codex":0.00043321482,"about_ca_topic_score_gemma":0.0032733064,"teacher_disagreement_score":0.37406173,"about_ca_system_score_codex":0.00028774072,"about_ca_system_score_gemma":0.00028448727,"threshold_uncertainty_score":0.94338244},"labels":[],"label_agreement":null},{"id":"W4401361173","doi":"10.1016/j.heliyon.2024.e35878","title":"Antibiotic resistance risk assessment in Mymensingh, Bangladesh: Current scenario from human-animal-environmental interfaces viewpoint","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Beirut Arab University; Bausch Health; State Key Laboratory of Agricultural Microbiology; Bangladesh Council of Scientific and Industrial Research","keywords":"Antibiotic resistance; Environmental risk assessment; Current (fluid); Risk analysis (engineering); Resistance (ecology); Risk assessment; Environmental planning; Engineering; Environmental health; Antibiotics; Environmental science; Medicine; Biology; Computer science; Ecology; Microbiology; Electrical engineering","score_opus":0.011960302847420666,"score_gpt":0.2750682889554732,"score_spread":0.2631079861080525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401361173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7993438,0.19737603,0.00011439536,0.00040575032,0.0012391981,0.00022494662,0.00015191002,0.00010357023,0.0010403573],"genre_scores_gemma":[0.98424965,0.013467248,0.00017050095,0.00006973484,0.00007887295,0.0000027049143,0.00016120919,0.000034995068,0.0017650678],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99803233,0.000258094,0.0004996693,0.00067913695,0.00008429705,0.00044649042],"domain_scores_gemma":[0.9993739,0.000111435635,0.0001218782,0.0003512775,0.00001035837,0.000031144617],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026421464,0.0002960265,0.0003813232,0.00015254451,0.00020087807,0.00007578011,0.00022112663,0.00022147853,0.00069478265],"category_scores_gemma":[0.000014535328,0.00025176423,0.00011756507,0.00014915585,0.0002555722,0.00014424854,0.00013697805,0.0009251397,0.0011681368],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019093319,0.00063313416,0.043367904,0.00077633845,0.0003150778,0.0001669878,0.001673605,0.000006007783,0.9396826,0.0014615153,0.004610669,0.007115206],"study_design_scores_gemma":[0.0026352985,0.000520215,0.5105717,0.016894283,0.00038423468,0.00002888661,0.0018919611,0.000068532776,0.28230068,0.000929706,0.18235841,0.0014160406],"about_ca_topic_score_codex":0.000102624996,"about_ca_topic_score_gemma":0.0007853062,"teacher_disagreement_score":0.65738195,"about_ca_system_score_codex":0.0002605471,"about_ca_system_score_gemma":0.000060713,"threshold_uncertainty_score":0.99999344},"labels":[],"label_agreement":null},{"id":"W4401429251","doi":"10.1017/ash.2024.349","title":"Pharmacist-led antimicrobial stewardship at transitions of care from inpatient hospital to home: a scoping review","year":2024,"lang":"en","type":"review","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Antimicrobial stewardship; Pharmacist; Stewardship (theology); Medicine; Nursing; Family medicine; Pharmacy; Political science; Antibiotic resistance; Antibiotics","score_opus":0.06486058257244476,"score_gpt":0.39263201391846014,"score_spread":0.3277714313460154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401429251","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014364114,0.965744,0.00010199501,0.005057822,0.00903095,0.0074486784,0.01079675,0.00031535738,0.000068013236],"genre_scores_gemma":[0.005233281,0.9778878,0.00050464313,0.0057206675,0.00054297276,0.00023426523,0.009246575,0.0003055616,0.0003242276],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98344743,0.005569469,0.0055627273,0.002912149,0.00017819849,0.0023300156],"domain_scores_gemma":[0.99330384,0.0019487866,0.0022029178,0.0016338063,0.0005609332,0.00034973],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0017825065,0.0020037764,0.01133856,0.0007528411,0.0006551181,0.000025825566,0.001558466,0.0027567241,0.0004891264],"category_scores_gemma":[0.00080146815,0.0016856889,0.0031262953,0.0012623465,0.0009399312,0.0001265274,0.0009243488,0.0025839065,0.0031767804],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046379335,0.00062826753,0.00017690164,0.7480405,0.0028361136,0.00020624028,0.0024085473,0.000003613615,0.0007034341,0.00018793151,0.14048813,0.103856504],"study_design_scores_gemma":[0.0008726563,0.0010484857,0.000015492229,0.56593645,0.0045701186,0.00022615935,0.000076343866,1.7695655e-7,0.00056498253,0.000017398777,0.42507264,0.0015991179],"about_ca_topic_score_codex":0.0014794754,"about_ca_topic_score_gemma":0.0015128973,"teacher_disagreement_score":0.2845845,"about_ca_system_score_codex":0.0009793892,"about_ca_system_score_gemma":0.0023281793,"threshold_uncertainty_score":0.9997172},"labels":[],"label_agreement":null},{"id":"W4401461876","doi":"10.1111/psj.12552","title":"Analyzing antimicrobial resistance as a series of collective action problems","year":2024,"lang":"en","type":"article","venue":"Policy Studies Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University; York University","funders":"Canadian Institutes of Health Research; Novo Nordisk Fonden; Novo Nordisk; Social Sciences and Humanities Research Council of Canada; Wellcome Trust","keywords":"Series (stratigraphy); Action (physics); Collective action; Resistance (ecology); Antimicrobial; Political science; Microbiology; Physics; Biology; Law","score_opus":0.03512662482116245,"score_gpt":0.32988126187270916,"score_spread":0.2947546370515467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401461876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.743403,0.22128,0.00079571,0.015304181,0.004182651,0.00039751703,0.0000756474,0.00016830956,0.014392992],"genre_scores_gemma":[0.94691354,0.013250225,0.00011006516,0.00006712331,0.00028485912,0.0000020766722,0.0000019101233,0.000015016432,0.03935518],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990311,0.000118100754,0.000344109,0.00017545761,0.00003893961,0.00029228645],"domain_scores_gemma":[0.99944204,0.00010530287,0.00015657938,0.00009460196,0.00018398631,0.000017485749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002479123,0.000145218,0.00032810343,0.00027915675,0.0004595114,0.000034891036,0.00011274272,0.00009886504,0.000040673778],"category_scores_gemma":[0.00020505063,0.00010863852,0.00013857102,0.00048595262,0.00039427966,0.00017136412,0.000054935186,0.00035871248,0.0000623593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010261594,0.00017499406,0.0018060708,0.0017797712,0.007817218,0.00012378309,0.023404423,0.000033318458,0.7618084,0.01349266,0.1848851,0.0036481228],"study_design_scores_gemma":[0.0025471789,0.0009944012,0.0055039222,0.007645855,0.00082585984,0.0040742108,0.014862786,0.0000032882265,0.5534931,0.025430443,0.38365674,0.0009622243],"about_ca_topic_score_codex":0.000049070855,"about_ca_topic_score_gemma":0.00022479788,"teacher_disagreement_score":0.20831528,"about_ca_system_score_codex":0.00018017866,"about_ca_system_score_gemma":0.0003705726,"threshold_uncertainty_score":0.443015},"labels":[],"label_agreement":null},{"id":"W4401547975","doi":"10.1016/s2666-5247(24)00134-4","title":"WHO global research priorities for antimicrobial resistance in human health","year":2024,"lang":"en","type":"review","venue":"The Lancet Microbe","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital; Alberta Health Services; McMaster University; University of British Columbia; Public Health Ontario; University of Saskatchewan; Public Health Agency of Canada","funders":"Medical Research Council; HORIZON EUROPE Framework Programme; Centers for Disease Control and Prevention; European Commission; World Health Organization","keywords":"Global health; Knowledge translation; Resistance (ecology); Antibiotic resistance; Translational research; Political science; Public relations; Medicine; Business; Public health; Knowledge management; Computer science; Nursing; Biology","score_opus":0.14547318815363397,"score_gpt":0.449388198805736,"score_spread":0.303915010652102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401547975","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000826614,0.9916776,0.000014089124,0.0018448613,0.0010083003,0.001863907,0.0014867283,0.00009354331,0.0019283264],"genre_scores_gemma":[0.0000788688,0.9724867,0.000113786446,0.00034087556,0.00056870136,0.00006622098,0.0002832181,0.000069040994,0.025992585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958809,0.0010446567,0.00087553303,0.00077986857,0.000060442933,0.0013585966],"domain_scores_gemma":[0.9983196,0.00040043853,0.00026552222,0.0009026261,0.00008514627,0.000026648928],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023092544,0.0004912534,0.0025212383,0.00020062097,0.00064374803,0.0001093468,0.0013036547,0.00063883775,0.00003222373],"category_scores_gemma":[0.000077547396,0.00031043892,0.00046036142,0.00072981446,0.000793324,0.000041813022,0.00041925843,0.0016172085,0.0004506663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009736615,0.00006468716,0.000008068867,0.05955752,0.00038988964,0.000020046768,0.00050389214,5.2085667e-8,0.00016659667,0.033007775,0.87357813,0.03260598],"study_design_scores_gemma":[0.0004973946,0.00005612225,0.000009814804,0.038950954,0.00015708273,0.000044906454,0.000060438688,1.9897596e-8,0.0000312114,0.0015272576,0.9583606,0.00030421108],"about_ca_topic_score_codex":0.0002270346,"about_ca_topic_score_gemma":0.003986039,"teacher_disagreement_score":0.08478246,"about_ca_system_score_codex":0.00051018887,"about_ca_system_score_gemma":0.00095105625,"threshold_uncertainty_score":0.9999348},"labels":[],"label_agreement":null},{"id":"W4401650886","doi":"10.1111/liv.16063","title":"Development and external validation of a model to predict multidrug‐resistant bacterial infections in patients with cirrhosis","year":2024,"lang":"en","type":"article","venue":"Liver International","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Grifols; CSL Behring; Eli Lilly and Company; Gilead Sciences; Falk Foundation","keywords":"Cirrhosis; Medicine; Multiple drug resistance; Internal medicine; Intensive care medicine; Antibiotics; Microbiology; Biology","score_opus":0.009387049395998121,"score_gpt":0.22146630369756048,"score_spread":0.21207925430156235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401650886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99579144,0.000073733005,0.0033217873,0.000032492495,0.00035872424,0.00011745791,0.0000652759,0.000016042275,0.0002230458],"genre_scores_gemma":[0.9973643,0.00000897188,0.0019688595,0.000013600167,0.000014256847,0.00000693986,0.000074879994,0.0000058250876,0.000542388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995367,0.000015278158,0.0001632723,0.00015390172,0.0000502291,0.000080621925],"domain_scores_gemma":[0.9998384,0.000023709401,0.000029949902,0.00004647463,0.00005010997,0.000011364339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051645085,0.00006825022,0.00007746933,0.00014184101,0.00003471499,0.000020129462,0.00006245155,0.000048914273,0.00013317572],"category_scores_gemma":[0.00000993494,0.00005476802,0.0000151010045,0.000056315563,0.00004400565,0.000089356145,0.000042795044,0.00006517283,0.000026981434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035579428,0.0018127335,0.6485013,0.00029265342,0.0012475476,0.00002258832,0.015351924,0.0015675052,0.2959981,0.0087310765,0.0011360084,0.021780618],"study_design_scores_gemma":[0.002568325,0.00025507598,0.9082863,0.0009846984,0.000046280715,0.0000075314947,0.000090564776,0.0014662843,0.07826788,0.00006561614,0.0076969173,0.00026457105],"about_ca_topic_score_codex":0.000045506982,"about_ca_topic_score_gemma":0.000071551076,"teacher_disagreement_score":0.25978497,"about_ca_system_score_codex":0.000046252917,"about_ca_system_score_gemma":0.000055863908,"threshold_uncertainty_score":0.2233375},"labels":[],"label_agreement":null},{"id":"W4401787162","doi":"10.2196/58116","title":"Combating Antimicrobial Resistance Through a Data-Driven Approach to Optimize Antibiotic Use and Improve Patient Outcomes: Protocol for a Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Preprint; Protocol (science); Antibiotic resistance; Medicine; Antimicrobial; Antibiotics; Computer science; Alternative medicine; World Wide Web","score_opus":0.2877134732890419,"score_gpt":0.5455101786557542,"score_spread":0.25779670536671234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401787162","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021992668,0.00001443819,0.011420769,0.00041040304,0.00006132936,0.9850328,0.00034180534,0.00020205452,0.00031716208],"genre_scores_gemma":[0.0029874374,4.369722e-7,0.11196561,0.0001029905,0.00004183231,0.88278425,0.00006472336,0.0000823507,0.0019703587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939206,0.0021499542,0.0008223674,0.0017095697,0.00023481059,0.0011626957],"domain_scores_gemma":[0.9962219,0.0015972892,0.00014743592,0.0015546374,0.00037789825,0.00010083445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030324731,0.0004461853,0.0007662734,0.0002721497,0.00072913285,0.00064080383,0.0010342108,0.0003266986,0.00001998623],"category_scores_gemma":[0.0009647204,0.00032375718,0.00012331794,0.00067098177,0.00047370375,0.00062210375,0.0015372776,0.00095866015,0.000054613745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015175371,0.02059943,0.005584378,0.027455024,0.002882086,0.00016991653,0.022797337,0.000060085767,0.33887327,0.00634613,0.5260175,0.03403952],"study_design_scores_gemma":[0.013392324,0.0067843935,0.0024323869,0.009681923,0.00006211164,0.000032902084,0.004701561,0.000980104,0.043731425,0.00027107066,0.91655505,0.0013747565],"about_ca_topic_score_codex":0.00006433497,"about_ca_topic_score_gemma":0.000045844674,"teacher_disagreement_score":0.3905376,"about_ca_system_score_codex":0.000108383756,"about_ca_system_score_gemma":0.0003130554,"threshold_uncertainty_score":0.99992144},"labels":[],"label_agreement":null},{"id":"W4401788098","doi":"10.2196/58140","title":"Progress of Implementation of World Health Organization Global Antimicrobial Resistance Surveillance System Recommendations on Priority Pathogen-Antibiotic Sensitivity Testing in Africa: Protocol for a Scoping Review","year":2024,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Antibiotic resistance; Protocol (science); Medicine; Antibiotics; Biology; Alternative medicine; Microbiology","score_opus":0.2995367783691947,"score_gpt":0.5764145610355572,"score_spread":0.27687778266636254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401788098","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.4434446e-7,0.15992753,0.000034341472,0.0002379942,0.00002957964,0.8385512,0.0010839707,0.00006255432,0.00007224691],"genre_scores_gemma":[0.00002631449,0.039393824,0.000662775,0.000008944125,0.000044461045,0.95936394,0.00033264534,0.00006391377,0.0001031564],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9920302,0.0038862005,0.0021694654,0.00086900394,0.00023712407,0.00080799224],"domain_scores_gemma":[0.9958455,0.0008692945,0.0016663411,0.0006264379,0.00094592833,0.000046494573],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0060739033,0.0004351885,0.0022095742,0.00045761123,0.0002694897,0.00004733267,0.00038022434,0.00030308904,0.000015502119],"category_scores_gemma":[0.00056996755,0.00035118384,0.0002314494,0.0036380275,0.00029348116,0.000089623,0.00023625538,0.00072740397,0.000026567974],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011902973,0.0004497023,0.0004135939,0.9253256,0.00010034839,0.0000075520384,0.00005351283,1.1376349e-7,0.00010277543,0.0006869427,0.010160082,0.0625808],"study_design_scores_gemma":[0.00092364073,0.00038788051,0.00010575664,0.86488914,0.00003060315,0.000013515142,0.00003286968,3.4673351e-7,0.00025389576,0.0000050645,0.13311663,0.00024064751],"about_ca_topic_score_codex":0.000052621926,"about_ca_topic_score_gemma":0.0010608849,"teacher_disagreement_score":0.12295655,"about_ca_system_score_codex":0.00079854584,"about_ca_system_score_gemma":0.0037854689,"threshold_uncertainty_score":0.999894},"labels":[],"label_agreement":null},{"id":"W4401794910","doi":"10.2139/ssrn.4931056","title":"Effect of a Comprehensive Antibiotic Stewardship Programme on Antibiotic Prescribing for Acute Respiratory Infections in China's Rural Primary Care Facilities: A Cluster-Randomised Controlled Trial","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antibiotic Stewardship; Antibiotics; Medicine; Stewardship (theology); Primary care; China; Intensive care medicine; Cluster (spacecraft); Cluster randomised controlled trial; Antimicrobial stewardship; Respiratory tract infections; Randomized controlled trial; Respiratory system; Antibiotic resistance; Family medicine; Internal medicine; Geography; Political science; Microbiology","score_opus":0.00988984277124967,"score_gpt":0.2700913466930318,"score_spread":0.26020150392178215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401794910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94322485,0.040919796,0.00018842265,0.000094753974,0.0032237752,0.011676807,0.0002384377,0.00010146006,0.0003316969],"genre_scores_gemma":[0.9960105,0.0020546967,0.000011834636,0.000032057684,0.000280967,0.00013219716,0.00021639795,0.00009006237,0.00117128],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9929556,0.00188256,0.0015031289,0.00074456254,0.00018420258,0.0027299],"domain_scores_gemma":[0.99697953,0.0012745095,0.0009078781,0.00053311815,0.00024200663,0.00006292901],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026423228,0.0008314533,0.0026185738,0.0007656453,0.00032899083,0.00010150048,0.0005449894,0.0011228028,0.000008061704],"category_scores_gemma":[0.00030895343,0.0006176624,0.0015585918,0.00023422691,0.00037268433,0.00007076495,0.00032383544,0.0066281776,0.000019822995],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9412477,0.0010932699,0.00040314716,0.0077777337,0.013535566,0.00004205984,0.0027494212,0.000521642,0.01890036,0.0018736538,0.00016346028,0.011691985],"study_design_scores_gemma":[0.9425376,0.030788567,0.00015853993,0.006556812,0.0039281123,0.0002677456,0.004627729,0.000040475144,0.0069579063,0.0027383787,0.00033967663,0.0010584664],"about_ca_topic_score_codex":0.00017923063,"about_ca_topic_score_gemma":0.00044839224,"teacher_disagreement_score":0.052785657,"about_ca_system_score_codex":0.0017322322,"about_ca_system_score_gemma":0.0045773187,"threshold_uncertainty_score":0.9996275},"labels":[],"label_agreement":null},{"id":"W4401827932","doi":"10.1093/jacamr/dlae136.018","title":"P14 Knowledge, attitude and practices on antibiotic usage and resistance among people attending primary healthcare in Rwanda","year":2024,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Resistance (ecology); Antibiotic resistance; Primary health care; Health care; Family medicine; Medicine; Nursing; Antibiotics; Political science; Microbiology","score_opus":0.015519157448095159,"score_gpt":0.2871844151598993,"score_spread":0.2716652577118041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401827932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9210124,0.06610432,0.000039298524,0.0031295586,0.0010553461,0.00057540665,0.00011248541,0.00017690269,0.0077942936],"genre_scores_gemma":[0.9711712,0.0066462085,0.0005574241,0.00036034285,0.000108056476,0.000006889116,0.000055864428,0.00006712571,0.021026913],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996807,0.00039856584,0.0006373861,0.0012420668,0.00010506443,0.000809908],"domain_scores_gemma":[0.9982237,0.0007948475,0.0003424347,0.00047800425,0.00007418069,0.000086810964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070647197,0.00047782378,0.0007480016,0.00036009954,0.0004833372,0.00022137444,0.00029521788,0.00045178024,0.000038763123],"category_scores_gemma":[0.00025626397,0.00043539732,0.000104740335,0.00063059706,0.0006489249,0.00042635752,0.00017245609,0.0009359122,0.00012836127],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038151145,0.0010622375,0.2453672,0.020573843,0.00076561753,0.0010113753,0.008786908,0.000005522162,0.5871517,0.026315704,0.10013234,0.005012435],"study_design_scores_gemma":[0.0025053772,0.00022616473,0.83645374,0.01475156,0.000206655,0.000116518284,0.0006134962,0.000011261732,0.022565441,0.0002904875,0.12086314,0.0013961532],"about_ca_topic_score_codex":0.00021299352,"about_ca_topic_score_gemma":0.018860096,"teacher_disagreement_score":0.59108657,"about_ca_system_score_codex":0.00018621738,"about_ca_system_score_gemma":0.0002249332,"threshold_uncertainty_score":0.9998098},"labels":[],"label_agreement":null},{"id":"W4401931206","doi":"10.1186/s12992-024-01070-8","title":"1–10-100: Unifying goals to mobilize global action on antimicrobial resistance","year":2024,"lang":"en","type":"letter","venue":"Globalization and Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Centre for Global Health Research; York University","funders":"Wellcome Trust","keywords":"Social policy; Action (physics); Health services research; Public health; Quality of Life Research; Political science; Medicine; Law","score_opus":0.037787131595478606,"score_gpt":0.33141127944496446,"score_spread":0.2936241478494859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401931206","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00066893996,0.009400005,0.0010238232,0.9680722,0.0044654305,0.0011378432,0.0011967729,0.00041314744,0.013621879],"genre_scores_gemma":[0.00559784,0.0027909803,0.00014561535,0.8449526,0.0010027967,0.000011370299,0.0021506944,0.00005971243,0.14328842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776053,0.0002280888,0.00050564227,0.00080060057,0.0000996272,0.00060547993],"domain_scores_gemma":[0.99922633,0.000030260899,0.00022919703,0.00036248693,0.00009172907,0.000059997394],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002584591,0.0003838241,0.0005390991,0.00013458185,0.00038732085,0.00009220796,0.00019341719,0.00095398887,0.0005029738],"category_scores_gemma":[0.000028404387,0.0003135845,0.00009802759,0.00043733127,0.000114457536,0.000052963343,0.00007785207,0.0006300139,0.0025596684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012067232,0.00003180534,0.000052649226,0.0013907494,0.00008240028,0.000023635652,0.000066437206,0.0000060664984,0.000073115596,0.0015231697,0.995476,0.0011533163],"study_design_scores_gemma":[0.0003655665,0.00017673319,0.0004890832,0.0014427645,0.000054037326,0.000024472753,0.000033239405,0.0000012134121,0.0001092652,0.0001708346,0.9968177,0.00031506806],"about_ca_topic_score_codex":0.00022269842,"about_ca_topic_score_gemma":0.0005058242,"teacher_disagreement_score":0.12966654,"about_ca_system_score_codex":0.00048801565,"about_ca_system_score_gemma":0.00033505488,"threshold_uncertainty_score":0.99993163},"labels":[],"label_agreement":null},{"id":"W4401943276","doi":"10.1016/j.lanmic.2024.100968","title":"Tackling antimicrobial resistance: recognising the proposed five blind spots can accelerate progress","year":2024,"lang":"en","type":"article","venue":"The Lancet Microbe","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Blind spot; Spots; Antimicrobial; Antibiotic resistance; Computer science; Resistance (ecology); Artificial intelligence; Biology; Microbiology; Antibiotics","score_opus":0.02387548442498173,"score_gpt":0.27353412447730313,"score_spread":0.2496586400523214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401943276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9175533,0.04016052,0.0001050383,0.034481566,0.0031135902,0.0010849761,0.00021537513,0.00040471338,0.0028809053],"genre_scores_gemma":[0.9743626,0.00093941495,0.00024349241,0.0017255907,0.0006476473,0.000008989518,0.00008238114,0.00005346069,0.021936407],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803543,0.0003056862,0.00035899118,0.0004996256,0.000057517944,0.0007427536],"domain_scores_gemma":[0.9989531,0.00019820295,0.00012904436,0.0006105952,0.00008858137,0.000020493708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070910726,0.00029915618,0.00040852904,0.00006553057,0.00084842136,0.0002767863,0.0007798003,0.0002318487,0.00015099379],"category_scores_gemma":[0.000036699945,0.00015644947,0.00014931786,0.00039341065,0.0007967525,0.00009525925,0.00019949887,0.00085844327,0.00052361377],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011383927,0.00009753951,0.00038294017,0.00053376495,0.00072158483,0.00012914297,0.005773136,0.000010274416,0.699223,0.0015474721,0.28235516,0.008087581],"study_design_scores_gemma":[0.0021317867,0.000058295285,0.0012917456,0.0019839546,0.00028664267,0.00025395845,0.00081629906,0.000020134843,0.44482282,0.0006412245,0.547073,0.00062016025],"about_ca_topic_score_codex":0.000052341245,"about_ca_topic_score_gemma":0.0002580081,"teacher_disagreement_score":0.26471782,"about_ca_system_score_codex":0.000057473506,"about_ca_system_score_gemma":0.00018831505,"threshold_uncertainty_score":0.6730171},"labels":[],"label_agreement":null},{"id":"W4402258872","doi":"10.14745/ccdr.v50i09a04","title":"Prevalence and correlates of oral antibiotic use in Canada","year":2024,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Antibiotics; Medicine; Geography; Microbiology; Biology","score_opus":0.011110672631168288,"score_gpt":0.21551282223280122,"score_spread":0.20440214960163292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402258872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94250494,0.056375626,0.0000021874969,0.00016889036,0.00039627077,0.00012024101,0.00010097059,0.000013396659,0.00031749866],"genre_scores_gemma":[0.99570715,0.0013389065,0.000014309831,0.00006178961,0.0000020157477,0.0000011501801,0.000056077817,0.000011601323,0.0028070062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990236,0.00009784043,0.0003558614,0.00021955161,0.00006215949,0.00024099818],"domain_scores_gemma":[0.9990245,0.00021976448,0.00007504182,0.00057743816,0.000040674026,0.00006259175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013556604,0.00012315078,0.00025073718,0.000040021903,0.00006902678,0.000012694037,0.000191386,0.000049318085,0.00007700107],"category_scores_gemma":[0.00013664561,0.00010892357,0.000027877497,0.0001391579,0.00015833868,0.00007985313,0.000121585465,0.00023416734,0.0000012514171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000407252,0.00002778613,0.9881149,0.0005724944,0.0001015468,0.0032340472,0.000020965514,0.000030030218,0.00057856424,0.00028261158,0.0066921,0.00030424725],"study_design_scores_gemma":[0.00024016578,0.000013092221,0.9772,0.001216454,0.00011180282,0.00026158616,0.00019719094,0.00018133197,0.00089272653,0.000030567888,0.01943167,0.00022344886],"about_ca_topic_score_codex":0.99780464,"about_ca_topic_score_gemma":0.99931395,"teacher_disagreement_score":0.05503672,"about_ca_system_score_codex":0.00025044664,"about_ca_system_score_gemma":0.0072079455,"threshold_uncertainty_score":0.99842024},"labels":[],"label_agreement":null},{"id":"W4402381423","doi":"10.1101/2024.09.08.611890","title":"The antimicrobial potential of traditional remedies of Indigenous Peoples from Canada against MRSA planktonic and biofilm bacteria in wound-infection mimetic conditions","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"First Nations University of Canada; University of Regina","funders":"Canadian Institutes of Health Research; Mitacs","keywords":"Biofilm; Indigenous; Antimicrobial; Microbiology; Bacteria; Wound infection; Biology; Medicine; Ecology; Surgery","score_opus":0.0071146212720511305,"score_gpt":0.18556302373757455,"score_spread":0.17844840246552343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402381423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98695993,0.0057451325,0.000010872225,0.00013211789,0.0026270906,0.00034580566,0.004140365,0.000035112924,0.0000035426403],"genre_scores_gemma":[0.9971724,0.0025496725,0.00007562735,0.000029215755,0.000099027166,0.000014262141,0.000022766904,0.000030941515,0.000006084563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844474,0.00015661118,0.0005685254,0.00044065554,0.000079328565,0.00031013458],"domain_scores_gemma":[0.99890554,0.00020752617,0.00036083182,0.00035895986,0.0001361959,0.000030932068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020156943,0.00028548535,0.0004874203,0.00017501769,0.00021101277,0.000039513754,0.00021610691,0.0004574283,0.000033242377],"category_scores_gemma":[0.00006837114,0.00024550382,0.00009377975,0.00018646564,0.0005031918,0.00003472279,0.00018476923,0.0006035785,0.0000063149373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065756874,0.000094740775,0.006035299,0.00042367633,0.00048157573,0.000024290488,0.00005406181,0.000015799455,0.9921337,0.00018389053,0.0004860374,0.0000011766535],"study_design_scores_gemma":[0.00043356937,0.000038304916,0.45334092,0.00092280225,0.0001847879,1.1578212e-7,0.000026141177,0.0000065742674,0.54446083,0.000011123966,0.00030755482,0.00026726184],"about_ca_topic_score_codex":0.0696482,"about_ca_topic_score_gemma":0.06527857,"teacher_disagreement_score":0.44767284,"about_ca_system_score_codex":0.00015451574,"about_ca_system_score_gemma":0.0020213113,"threshold_uncertainty_score":0.9999997},"labels":[],"label_agreement":null},{"id":"W4402536387","doi":"10.1016/j.heliyon.2024.e37910","title":"Antimicrobial resistance burden in India and Germany in 2022: A systematic analysis along with One Health perspective","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Geophysical Union","keywords":"Perspective (graphical); Antimicrobial; Antibiotic resistance; Engineering ethics; Medicine; Engineering; Microbiology; Computer science; Biology; Antibiotics; Artificial intelligence","score_opus":0.005864404745618137,"score_gpt":0.23876876707546427,"score_spread":0.23290436232984613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402536387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79118264,0.20595194,0.0001407184,0.0013419973,0.00012398206,0.00052785926,0.000029412764,0.000050652143,0.00065082277],"genre_scores_gemma":[0.99412453,0.0038302287,0.000074270094,0.000108266264,0.000017456243,0.000009723828,0.000015391975,0.000014288331,0.0018058242],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99861175,0.00024501004,0.00035801824,0.0004189905,0.000043814503,0.00032240865],"domain_scores_gemma":[0.9995554,0.00011375336,0.000084720195,0.00019734501,0.000028183824,0.000020589157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003802341,0.0001534748,0.00057989376,0.00056288776,0.00007027885,0.000030777883,0.00009308163,0.00013731675,0.00003453177],"category_scores_gemma":[0.000023702944,0.00012197661,0.00005406124,0.0010257999,0.00012566063,0.00007768751,0.000033158954,0.00032233653,0.000054688473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036497873,0.001719433,0.15460016,0.36714604,0.014733826,0.0041537015,0.18765129,0.00020155126,0.18953063,0.07393452,0.0021265994,0.00055245194],"study_design_scores_gemma":[0.004004476,0.00039881657,0.8293641,0.14013124,0.0012296343,0.00019923168,0.018324953,0.0000756455,0.004441563,0.00019657459,0.00043839405,0.0011953338],"about_ca_topic_score_codex":0.00067011913,"about_ca_topic_score_gemma":0.010361756,"teacher_disagreement_score":0.674764,"about_ca_system_score_codex":0.00017885848,"about_ca_system_score_gemma":0.00012409131,"threshold_uncertainty_score":0.5782103},"labels":[],"label_agreement":null},{"id":"W4402557213","doi":"10.1016/s0140-6736(24)01867-1","title":"Global burden of bacterial antimicrobial resistance 1990–2021: a systematic analysis with forecasts to 2050","year":2024,"lang":"en","type":"article","venue":"The Lancet","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2974,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research; Sanofi Pasteur; Horizon 2020 Framework Programme; Defense Threat Reduction Agency; National Institutes of Health; Provincia autonoma di Bolzano - Alto Adige; Provincia Autonoma di Trento; Shionogi; Taipei Medical University; Ministero della Salute; Fondazione Cariplo; Ministry of Education; European and Developing Countries Clinical Trials Partnership; Ministry of Education, Culture, Sports, Science and Technology; Australian Academy of Science; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Cardiff University; University of Oxford; Medical Research Council; Department of Health and Social Care; National Institute for Health and Care Research; Pfizer; Moderna; National Health and Medical Research Council; AstraZeneca; Cidara Therapeutics; University of Sydney; World Health Organization; Wellcome Trust; UK Research and Innovation; University of Bolton; Gilead Sciences; National Cerebral and Cardiovascular Center; Sanofi; Government of Canada; Japan Society for the Promotion of Science; GlaxoSmithKline; Bill and Melinda Gates Foundation","keywords":"Antibiotic resistance; Antimicrobial; Medicine; Environmental health; Microbiology; Biology; Antibiotics","score_opus":0.010450647672839522,"score_gpt":0.2398904625858241,"score_spread":0.2294398149129846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402557213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818307,0.00733607,0.0014819815,0.0033044538,0.0010207583,0.0006809755,0.0007803043,0.00009929003,0.003465436],"genre_scores_gemma":[0.99560463,0.00006909275,0.0002273128,0.000093218514,0.0002613868,0.0000070666056,0.000079452155,0.000010441388,0.0036473777],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989157,0.00016501482,0.00029365474,0.00026475053,0.000053922988,0.00030698167],"domain_scores_gemma":[0.99918705,0.00011091094,0.000090512425,0.00054240576,0.00005183034,0.000017265105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029254367,0.00015495549,0.0007489961,0.00007387992,0.00009432863,0.000043329466,0.00040829205,0.000097674194,0.00020789397],"category_scores_gemma":[0.00003841445,0.0000838906,0.00013678616,0.0008413037,0.00016482524,0.00004109301,0.00006638685,0.00010466554,0.00019530105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010594251,0.0002522561,0.0035112968,0.04346451,0.030800356,0.00027874287,0.010480075,0.000905873,0.38312438,0.03060778,0.48523477,0.0007456895],"study_design_scores_gemma":[0.021041885,0.002970259,0.04272392,0.15059938,0.05170187,0.0010793412,0.008184545,0.0007928758,0.10325092,0.0027463217,0.6085654,0.0063433065],"about_ca_topic_score_codex":0.000233693,"about_ca_topic_score_gemma":0.0013255002,"teacher_disagreement_score":0.27987346,"about_ca_system_score_codex":0.00003250539,"about_ca_system_score_gemma":0.00005494986,"threshold_uncertainty_score":0.34209594},"labels":[],"label_agreement":null},{"id":"W4402581695","doi":"10.1186/s13012-024-01393-5","title":"Process evaluation of two large randomized controlled trials to understand factors influencing family physicians’ use of antibiotic audit and feedback reports","year":2024,"lang":"en","type":"article","venue":"Implementation Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Public Health; University of Ottawa; Sunnybrook Health Science Centre; University of Toronto; Toronto East General Hospital; Western University; Ontario Drug Policy Research Network; Sunnybrook Hospital; Ottawa Hospital; Health Sciences Centre; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Institute for Work & Health; Public Health Ontario; Women's College Hospital","funders":"University of Toronto; University of Oxford; Department of Family and Community Medicine, University of Toronto; Women's College Hospital; Ottawa Hospital Research Institute; University of New South Wales; Canadian Institutes of Health Research; Sunnybrook Research Institute; University of Ottawa","keywords":"Medicine; Audit; Health administration; Health services research; Health informatics; Randomized controlled trial; Public health; Family medicine; Nursing; Internal medicine; Accounting","score_opus":0.10983195709948451,"score_gpt":0.4433923160306632,"score_spread":0.3335603589311787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402581695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389434,0.0012177334,0.002372444,0.00007133089,0.000485535,0.0018325003,0.000048135895,0.000017141307,0.00006083431],"genre_scores_gemma":[0.99972785,0.000048577596,0.0000935405,0.00005095377,0.000008751491,0.0000051624916,0.000014809364,0.0000055932464,0.000044748613],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99748147,0.0005721706,0.0011129926,0.0003303553,0.00028527254,0.00021777017],"domain_scores_gemma":[0.99760693,0.0010833732,0.0006689632,0.00014987061,0.0004704379,0.000020399699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010857384,0.000121433564,0.0009934158,0.0002954422,0.00013928699,0.00006045055,0.000083844636,0.000038360224,0.000097204334],"category_scores_gemma":[0.0020187558,0.00008061653,0.0001326264,0.0005495247,0.0004223871,0.00041726572,0.000033665452,0.000053778553,0.000002608065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025465377,0.000039116938,0.003366525,0.000106242056,0.0003018919,0.0000012047274,0.009164498,0.000109835775,0.9812725,0.0011409614,0.0001291878,0.0018214644],"study_design_scores_gemma":[0.11926155,0.00015104761,0.026802238,0.0007109958,0.0013554184,0.000007880031,0.051870227,0.00045559538,0.7976985,0.0013939941,0.000037900136,0.00025463683],"about_ca_topic_score_codex":0.00015887532,"about_ca_topic_score_gemma":0.000073433155,"teacher_disagreement_score":0.18357402,"about_ca_system_score_codex":0.000054636617,"about_ca_system_score_gemma":0.00045679536,"threshold_uncertainty_score":0.3762974},"labels":[],"label_agreement":null},{"id":"W4402595813","doi":"10.1371/journal.pgph.0003688","title":"Health system interventions and responses to anti-microbial resistance: A scoping review of evidence from 15 African countries","year":2024,"lang":"en","type":"review","venue":"PLOS Global Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Psychological intervention; Resistance (ecology); Psychology; Political science; Medicine; Biology; Nursing; Ecology","score_opus":0.17676428324281016,"score_gpt":0.4231992065706622,"score_spread":0.24643492332785202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402595813","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020031886,0.9773176,0.00012832374,0.013360027,0.0008600172,0.0032304602,0.0048173736,0.00016735315,0.00009883039],"genre_scores_gemma":[0.00023555833,0.9973425,0.00023865857,0.0011164575,0.0000852605,0.000067199326,0.0002788962,0.000041270476,0.0005941959],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99275637,0.0025810418,0.0025552374,0.0010161888,0.00018094883,0.0009101878],"domain_scores_gemma":[0.9967107,0.00056730525,0.0014419536,0.0007832981,0.0002390434,0.00025766066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025612055,0.0005714239,0.0043693166,0.00027082942,0.00035162477,0.000102736296,0.00063550007,0.0003624766,0.000077488934],"category_scores_gemma":[0.0010468576,0.00040449353,0.0005661538,0.0010729557,0.0003418767,0.00014456609,0.00040179558,0.0005309843,0.00031217156],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029786934,0.00008514417,0.000013109521,0.92390645,0.00057723577,0.000009774848,0.00017007285,3.315542e-9,8.690001e-7,0.0010404732,0.047294877,0.026872193],"study_design_scores_gemma":[0.00007818361,0.00011470127,0.000012931619,0.6078768,0.0003257086,0.00003873881,0.00008972624,2.1603423e-8,4.337909e-7,0.0000028553072,0.3912717,0.00018819935],"about_ca_topic_score_codex":0.00088978943,"about_ca_topic_score_gemma":0.0013622144,"teacher_disagreement_score":0.34397683,"about_ca_system_score_codex":0.0011171014,"about_ca_system_score_gemma":0.008189952,"threshold_uncertainty_score":0.9998407},"labels":[],"label_agreement":null},{"id":"W4402842262","doi":"10.1017/ash.2024.92","title":"Assessing the impact of discontinuation of formulary prior authorization on antibiotic prescribing","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Alberta Health; Alberta Health Services","funders":"","keywords":"Prior authorization; Formulary; Antimicrobial stewardship; Medicine; Discontinuation; Psychological intervention; Audit; Antibiotics; Authorization; Drug Utilization Review; Intensive care medicine; Intervention (counseling); Prospective cohort study; Emergency medicine; Azithromycin; Family medicine; Internal medicine; Medical prescription; Antibiotic resistance; Nursing; Business; Accounting","score_opus":0.064688489681954,"score_gpt":0.39182940776966346,"score_spread":0.32714091808770945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402842262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827248,0.0074692154,0.0036886162,0.0036260264,0.0014482831,0.0006200337,0.00009687552,0.00008666406,0.00023947169],"genre_scores_gemma":[0.9985296,0.00050724274,0.00022168498,0.00023281311,0.0001179504,0.0000023153282,0.00019354798,0.00003462911,0.0001602324],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9958427,0.0017871315,0.0011940536,0.0005152602,0.00005469164,0.00060614466],"domain_scores_gemma":[0.9967287,0.0020697084,0.0005691661,0.0004335087,0.00016197945,0.000036902322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002435186,0.0002896629,0.0008678241,0.00021532795,0.00027627687,0.000018726007,0.00031213215,0.00052337325,0.00004934607],"category_scores_gemma":[0.0010000012,0.00017919486,0.00043356264,0.0003918639,0.00049912796,0.0002240516,0.00008536352,0.0006027418,0.000039161165],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005696668,0.000661136,0.12873335,0.0022092597,0.0011302744,0.00001732245,0.0026159154,0.00075444515,0.7521046,0.047714766,0.0088758655,0.054613408],"study_design_scores_gemma":[0.0016305211,0.0044637984,0.66580826,0.008392723,0.00041459512,0.00021785947,0.0010189584,0.0012559065,0.31234702,0.0022885026,0.0012500141,0.0009118709],"about_ca_topic_score_codex":0.002394595,"about_ca_topic_score_gemma":0.00007432422,"teacher_disagreement_score":0.53707486,"about_ca_system_score_codex":0.00011621874,"about_ca_system_score_gemma":0.000418554,"threshold_uncertainty_score":0.7307354},"labels":[],"label_agreement":null},{"id":"W4402989073","doi":"10.1080/09581596.2024.2395825","title":"One health governance of antimicrobial resistance seen through an Urban Political Ecology lens: a critical interpretive synthesis","year":2024,"lang":"en","type":"article","venue":"Critical Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University","funders":"York University","keywords":"Political ecology; Corporate governance; Politics; Resistance (ecology); Lens (geology); Ecology; Antibiotic resistance; Political science; Sociology; Through-the-lens metering; Biology; Microbiology; Economics; Management; Antibiotics","score_opus":0.03596131814480952,"score_gpt":0.3352492629451428,"score_spread":0.29928794480033327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402989073","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01970094,0.038371038,0.020895151,0.89829165,0.0041980585,0.00092090294,0.003283713,0.0007394432,0.013599123],"genre_scores_gemma":[0.98583853,0.0008354431,0.002164829,0.010437111,0.00023110738,0.000020015663,0.000036860816,0.00006016599,0.00037596273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939413,0.0015443391,0.0011841578,0.0010181103,0.00016085716,0.0021512043],"domain_scores_gemma":[0.9941514,0.0044826926,0.00011589939,0.0006285375,0.00026818167,0.00035330103],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012918899,0.00036127074,0.0011547343,0.00012786304,0.00042216596,0.00008108651,0.00051379704,0.0005127717,0.00072745443],"category_scores_gemma":[0.0073429304,0.0003493199,0.00022062543,0.00040154211,0.0030363386,0.00072706904,0.00015965251,0.0009905251,0.00026212796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012283151,0.0009982705,0.00018213848,0.0026113205,0.00013374633,0.000027297707,0.0012960872,5.6721078e-8,0.0018035005,0.95917153,0.032888647,0.00076454645],"study_design_scores_gemma":[0.002763779,0.009894009,0.04921239,0.044634324,0.00059003464,0.0010409715,0.010544943,0.00016468953,0.027679421,0.041071232,0.8072912,0.0051129702],"about_ca_topic_score_codex":0.00049446913,"about_ca_topic_score_gemma":0.000306011,"teacher_disagreement_score":0.9661376,"about_ca_system_score_codex":0.00062208925,"about_ca_system_score_gemma":0.002670238,"threshold_uncertainty_score":0.9998959},"labels":[],"label_agreement":null},{"id":"W4403039351","doi":"10.3390/biomed4040030","title":"Application of the Hub-and-Spoke Model in Antimicrobial Stewardship Programmes: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"BioMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Department of Health and Social Care","keywords":"Antimicrobial stewardship; Stewardship (theology); Process management; Business; Engineering management; Engineering; Political science; Microbiology; Antibiotic resistance; Biology; Antibiotics","score_opus":0.03672425318205093,"score_gpt":0.34283728569769273,"score_spread":0.3061130325156418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403039351","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013155398,0.9969493,0.00007414752,0.000096344236,0.00025611906,0.0024587836,0.000060160542,0.000027781562,0.00006418783],"genre_scores_gemma":[0.0001783224,0.99889404,0.00005987371,0.000059255548,0.000017838498,0.000087522145,0.00009907513,0.000025942429,0.0005781317],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99853665,0.00017245517,0.00065476226,0.00037571744,0.000032578315,0.0002278152],"domain_scores_gemma":[0.9992032,0.000044966266,0.00031485464,0.00040224378,0.000023741755,0.000010970452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032185917,0.0002545829,0.0011934737,0.00012625047,0.000045128538,0.000008717376,0.00032652254,0.00041078223,0.000004957255],"category_scores_gemma":[0.000030657124,0.00014260529,0.0002942258,0.0005072825,0.0002689591,0.000018237868,0.00016491333,0.00032169753,0.00006945041],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054752627,0.00007291824,0.000004258094,0.50613004,0.00016046401,0.000001448626,0.000051759784,8.914406e-8,0.00036932202,0.00028716834,0.0010713937,0.49184567],"study_design_scores_gemma":[0.00015393554,0.0000145657605,0.0000019337444,0.6719309,0.0009380843,0.000032543812,0.000005203026,0.0000036932354,0.000077175006,0.000021226508,0.32661512,0.00020561885],"about_ca_topic_score_codex":0.000025374553,"about_ca_topic_score_gemma":0.000041143638,"teacher_disagreement_score":0.49164006,"about_ca_system_score_codex":0.000036151745,"about_ca_system_score_gemma":0.00033613184,"threshold_uncertainty_score":0.58152753},"labels":[],"label_agreement":null},{"id":"W4403084545","doi":"","title":"One Health surveillance of antimicrobial resistance and use by the Canadian Integrated Program for Antimicrobial Resistance Surveillance (CIPARS).","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Antibiotic resistance; Antimicrobial; Health surveillance; Epidemiological surveillance; Resistance (ecology); Environmental health; Microbiology; Medicine; Biology; Antibiotics; Epidemiology","score_opus":0.018769003870797753,"score_gpt":0.23826250620647715,"score_spread":0.2194935023356794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403084545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81043947,0.10646694,0.00083825167,0.0500642,0.0045271763,0.012090273,0.013155272,0.00077986205,0.0016385673],"genre_scores_gemma":[0.98398316,0.0013737377,0.00041975963,0.0004918178,0.00005801204,0.00025626982,0.00048081885,0.000053649394,0.012882778],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997184,0.00033616513,0.0006272306,0.00068887096,0.00007418692,0.0010895734],"domain_scores_gemma":[0.9985482,0.00044173992,0.0002304938,0.00046913186,0.00019670466,0.00011373076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011577817,0.00031470836,0.00061918254,0.00014103352,0.00055781147,0.00017549378,0.00038574266,0.000300421,0.0000102686145],"category_scores_gemma":[0.00023642188,0.00025050118,0.00013344495,0.00051159755,0.0008978051,0.00014531659,0.000050703744,0.00040596756,0.000008532251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015274088,0.00036841564,0.008806184,0.002708821,0.0010150622,0.000013750231,0.0006035462,0.0000025271308,0.015792273,0.0042815735,0.9129365,0.051943902],"study_design_scores_gemma":[0.0015439828,0.000091303955,0.13049026,0.00057601766,0.00004615546,0.000021305705,0.000061326784,0.000005958411,0.013035916,0.000073472875,0.8534396,0.000614678],"about_ca_topic_score_codex":0.020293912,"about_ca_topic_score_gemma":0.5608885,"teacher_disagreement_score":0.54059464,"about_ca_system_score_codex":0.00019471368,"about_ca_system_score_gemma":0.00051441503,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W4403096492","doi":"10.1136/bmjgh-2024-015690","title":"Learning from the Montreal Protocol to improve the global governance of antimicrobial resistance","year":2024,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Wellcome Trust","keywords":"Antibiotic resistance; Corporate governance; Resistance (ecology); Protocol (science); Antimicrobial; Political science; Public administration; Medicine; Business; Biology; Microbiology; Antibiotics; Alternative medicine; Ecology","score_opus":0.021429524174361978,"score_gpt":0.37208862389132435,"score_spread":0.35065909971696235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403096492","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009174961,0.93776554,0.0000448995,0.0021578053,0.0013146428,0.05276086,0.0034831925,0.0000744605,0.0023894263],"genre_scores_gemma":[0.00017321296,0.987607,0.000099229204,0.0008928268,0.00045805305,0.0059049674,0.00014893175,0.00004353866,0.0046722093],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99618745,0.0009471278,0.0012063368,0.0007826871,0.00013750372,0.0007388807],"domain_scores_gemma":[0.997673,0.00021103538,0.0010949865,0.00088396657,0.00007691686,0.000060103433],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00067463075,0.00055325736,0.0016379283,0.0000122305855,0.00041673923,0.000048390888,0.0011611836,0.00049453415,0.000037107362],"category_scores_gemma":[0.00015290042,0.00027363282,0.0005522882,0.00062250625,0.00033738607,0.000033027885,0.00041113785,0.00088127947,0.0007142982],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037246416,0.00010923209,0.000047018333,0.013703625,0.00066657143,0.000021479855,0.0001545532,0.0000021250326,0.0000036742522,0.004748616,0.34458506,0.6355856],"study_design_scores_gemma":[0.00033945916,0.00014506414,0.0002931313,0.020874083,0.00029908153,0.00003599532,0.000052989744,3.0971017e-7,0.0000033779502,0.00014571144,0.97755307,0.00025770237],"about_ca_topic_score_codex":0.0058091376,"about_ca_topic_score_gemma":0.008077447,"teacher_disagreement_score":0.6353279,"about_ca_system_score_codex":0.0007216757,"about_ca_system_score_gemma":0.0022097328,"threshold_uncertainty_score":0.99997157},"labels":[],"label_agreement":null},{"id":"W4403153211","doi":"10.1016/j.identj.2024.09.016","title":"Insights Into Antimicrobial Resistance From Dental Students in the Asia–Pacific Region","year":2024,"lang":"en","type":"article","venue":"International Dental Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; Trường Đại học Duy Tân","keywords":"Antibiotic resistance; Resistance (ecology); Antimicrobial; Medicine; Dentistry; Geography; Biology; Microbiology; Antibiotics; Ecology","score_opus":0.008203477642532363,"score_gpt":0.26347783289089866,"score_spread":0.2552743552483663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403153211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802926,0.008346416,0.00032757947,0.0014929831,0.0062213074,0.00010316073,0.000015822025,0.000027176497,0.0031729552],"genre_scores_gemma":[0.99419355,0.0007634646,0.000042975484,0.00024893592,0.00038471186,0.0000021279345,0.000072813236,0.000014535871,0.0042768675],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988025,0.00017997592,0.00037218002,0.00025924208,0.00019554222,0.00019054883],"domain_scores_gemma":[0.9996101,0.00010998379,0.00009141466,0.00012634846,0.00004181669,0.000020308958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015691828,0.00015473738,0.0001433779,0.0002014077,0.00020563124,0.00030595326,0.0008525974,0.00013860813,0.00017593217],"category_scores_gemma":[0.000021935797,0.00010507737,0.00014001099,0.00014601712,0.00016232806,0.00028319037,0.00009783888,0.0006754908,0.0005783958],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014749214,0.0013601158,0.23003781,0.00006792439,0.0018284171,0.010878532,0.013652985,0.000012766536,0.49338448,0.011348719,0.23253162,0.0034216938],"study_design_scores_gemma":[0.0054258863,0.00019930494,0.47143227,0.004363189,0.00018726749,0.0077739214,0.017883277,0.00003949233,0.055478893,0.0112590045,0.424938,0.0010195127],"about_ca_topic_score_codex":0.000084722735,"about_ca_topic_score_gemma":0.0007750837,"teacher_disagreement_score":0.4379056,"about_ca_system_score_codex":0.0001880955,"about_ca_system_score_gemma":0.000049990736,"threshold_uncertainty_score":0.7434301},"labels":[],"label_agreement":null},{"id":"W4403269104","doi":"10.4103/aihb.aihb_119_24","title":"Pilot Study to Evaluate Patients’ Understanding of Key Terms and Aspects of Antimicrobial Use in a Rural Province in South Africa Findings and Implications","year":2024,"lang":"en","type":"article","venue":"Advances in Human Biology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Research Foundation","keywords":"Key (lock); Antimicrobial; Geography; Medicine; Environmental planning; Biology; Ecology; Microbiology","score_opus":0.035706984458914945,"score_gpt":0.2972938970997088,"score_spread":0.26158691264079387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403269104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970915,0.0019645735,0.00005626878,0.000030014568,0.000109677545,0.00049392536,0.000039381168,0.000009333969,0.00020537643],"genre_scores_gemma":[0.9997615,0.000117519616,0.000043907155,0.000011217701,0.000003418395,0.0000068252198,0.000013131794,0.00000720517,0.000035243687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990068,0.00012541926,0.00035329242,0.0002868489,0.000014697328,0.00021291789],"domain_scores_gemma":[0.99962443,0.00016612028,0.00006709544,0.000116534946,0.000015399886,0.000010442699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018472718,0.000112936665,0.0002879157,0.00033261903,0.00004241228,0.000006934248,0.00009799714,0.000050602783,0.000005742784],"category_scores_gemma":[0.000056556844,0.0000938981,0.000013084902,0.0002122951,0.00032651858,0.000114009265,0.00008689584,0.00014610455,0.0000012373303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017452576,0.00036143314,0.83579755,0.00008829686,0.000021926147,0.0000030552305,0.006899411,0.0000058560636,0.1435276,0.012890109,0.0000051974844,0.00022501708],"study_design_scores_gemma":[0.0028621785,0.003467871,0.97870094,0.0007450326,0.000029224526,0.000004726823,0.0035570052,0.000004573851,0.0043981415,0.005853777,0.000110064044,0.00026644242],"about_ca_topic_score_codex":0.00010412582,"about_ca_topic_score_gemma":0.0039726878,"teacher_disagreement_score":0.14290339,"about_ca_system_score_codex":0.00005265293,"about_ca_system_score_gemma":0.000025035712,"threshold_uncertainty_score":0.38290536},"labels":[],"label_agreement":null},{"id":"W4403269265","doi":"10.4103/aihb.aihb_124_24","title":"The Role of Patients with Addressing Inappropriate Dispensing of Antibiotics without a Prescription Especially in Developing Countries","year":2024,"lang":"en","type":"article","venue":"Advances in Human Biology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medical prescription; Intensive care medicine; Medicine; Antibiotics; Developing country; Pharmacology; Microbiology; Economic growth","score_opus":0.008778034875660302,"score_gpt":0.26805871765159517,"score_spread":0.25928068277593486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403269265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735329,0.024863364,0.00033361543,0.000029788811,0.00032518548,0.00019055251,0.000012485054,0.000014386949,0.0006976998],"genre_scores_gemma":[0.99788654,0.0017124616,0.00028858145,0.000011396386,0.000013984978,4.8338273e-7,0.000030526047,0.000009921291,0.000046127516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990208,0.00012487383,0.00038403235,0.00021355947,0.000028172695,0.00022857578],"domain_scores_gemma":[0.9995033,0.00013517885,0.00015867881,0.00013518616,0.00006310915,0.000004519044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019124043,0.00011546151,0.00026612604,0.00011531728,0.00009829672,0.000010000134,0.00014601252,0.00012868948,0.000006627341],"category_scores_gemma":[0.000032057833,0.00007139581,0.000022084701,0.00016044478,0.00073987176,0.0001296191,0.000043997894,0.00016433549,0.0000020766615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038804192,0.000060295664,0.85492444,0.00020268442,0.00005634074,0.0000022974582,0.0011945483,0.000026347912,0.039177433,0.09319834,0.0000025008646,0.010766725],"study_design_scores_gemma":[0.002484567,0.0007535138,0.7118085,0.0048323893,0.00006175402,0.000007136909,0.0017010925,0.00004667071,0.18857762,0.016238878,0.07292501,0.0005628842],"about_ca_topic_score_codex":0.000033566914,"about_ca_topic_score_gemma":0.0017622854,"teacher_disagreement_score":0.14940019,"about_ca_system_score_codex":0.000036330588,"about_ca_system_score_gemma":0.000065256405,"threshold_uncertainty_score":0.29114366},"labels":[],"label_agreement":null},{"id":"W4403290945","doi":"10.1097/ncq.0000000000000821","title":"The Centers for Disease Control and Prevention’s Hospital Antibiotic Stewardship and Hospital Sepsis Program Core Elements","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manning Diversified Forest Products (Canada)","funders":"","keywords":"Antibiotic Stewardship; Medicine; Intensive care medicine; Sepsis; Antibiotics; Disease control; Stewardship (theology); Internal medicine; Environmental health; Political science; Microbiology; Antibiotic resistance","score_opus":0.021867945183931883,"score_gpt":0.3584397277952592,"score_spread":0.3365717826113273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403290945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430697,0.050197244,0.0003966392,0.0029234644,0.002739399,0.0005432905,0.00008380969,0.000023378307,0.000023064244],"genre_scores_gemma":[0.9990574,0.00039194114,0.00018538978,0.000031417596,0.00011193892,0.0000018988046,0.0000135780565,0.000011186311,0.00019523324],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990106,0.00013178794,0.0003970843,0.00016865152,0.00006502484,0.00022680762],"domain_scores_gemma":[0.99927163,0.00020061606,0.00022106248,0.00010279684,0.00014842064,0.000055445988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004263809,0.000123079,0.00022476345,0.00003883518,0.00028310233,0.00010295618,0.00009595481,0.00008053696,0.0000026109647],"category_scores_gemma":[0.00010111362,0.00007857121,0.00016621352,0.000045418325,0.00033453328,0.00010321589,0.000012894374,0.00018697954,8.7889913e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028988929,0.0016222069,0.16576296,0.0019438092,0.0028972067,0.00007657614,0.012654441,0.0000015225257,0.0041286666,0.0032589112,0.0251686,0.7795862],"study_design_scores_gemma":[0.013108149,0.010741304,0.8388472,0.011510965,0.0034177818,0.00015751744,0.07449604,0.00007582926,0.0015501267,0.0072500855,0.03772889,0.0011160786],"about_ca_topic_score_codex":0.000003165953,"about_ca_topic_score_gemma":0.0000033096171,"teacher_disagreement_score":0.7784701,"about_ca_system_score_codex":0.00007768223,"about_ca_system_score_gemma":0.00008888315,"threshold_uncertainty_score":0.3204041},"labels":[],"label_agreement":null},{"id":"W4403323298","doi":"10.1017/ash.2024.336","title":"Case validation of bloodstream infections with an antibiotic-resistant organism","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Organism; Bloodstream infection; Antibiotics; Microbiology; Antibiotic resistance; Medicine; Intensive care medicine; Biology; Genetics","score_opus":0.03631524714374914,"score_gpt":0.31467818982806917,"score_spread":0.27836294268432005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403323298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98809475,0.004343909,0.0015224596,0.0030943525,0.0015371355,0.0005206569,0.00031515406,0.00034085437,0.00023074384],"genre_scores_gemma":[0.9969589,0.0004775067,0.0010205756,0.0006179479,0.0001558599,0.0000044062217,0.00037728564,0.000066778615,0.00032070276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.995491,0.0016465976,0.0010679999,0.00089070504,0.00004919335,0.0008544668],"domain_scores_gemma":[0.99763876,0.0010172478,0.0003371768,0.0006479543,0.0002430231,0.00011586576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013880159,0.0004108005,0.001003544,0.0003074174,0.00044452125,0.00002049038,0.00024959963,0.0007467261,0.00017329816],"category_scores_gemma":[0.0003073962,0.00031936774,0.00019122454,0.0005523596,0.00076639187,0.00021432457,0.00007877592,0.00072567747,0.00018740924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017330548,0.0031177755,0.14394274,0.0062837987,0.0027287917,0.0051464154,0.0041161356,0.00017009531,0.73587024,0.07051396,0.014051276,0.01232569],"study_design_scores_gemma":[0.0030397738,0.013151792,0.010260915,0.0028582395,0.0011122285,0.040960345,0.0022634035,0.0000472453,0.9070956,0.0017308034,0.015607226,0.0018724228],"about_ca_topic_score_codex":0.007412799,"about_ca_topic_score_gemma":0.0026114855,"teacher_disagreement_score":0.17122534,"about_ca_system_score_codex":0.000095833304,"about_ca_system_score_gemma":0.00049682596,"threshold_uncertainty_score":0.99992585},"labels":[],"label_agreement":null},{"id":"W4403323658","doi":"10.1017/ash.2024.172","title":"Understanding the Impact of Narrow Spectrum Beta-Lactam Use on Overall and Broad-Spectrum Antimicrobial Utilization in South Carolina","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Broad spectrum; Spectrum (functional analysis); Antimicrobial; BETA (programming language); Beta-lactam; Physics; Biology; Computer science; Antibiotics; Microbiology; Chemistry; Combinatorial chemistry","score_opus":0.1421998857426239,"score_gpt":0.34827194588540444,"score_spread":0.20607206014278054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403323658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97545785,0.0070713563,0.00093808136,0.013622288,0.0015136622,0.00079042226,0.00036022087,0.0001311585,0.00011498678],"genre_scores_gemma":[0.9964295,0.0016595306,0.000037884285,0.0012106303,0.00015920326,0.000004383976,0.00018305682,0.0000654728,0.0002503312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944202,0.0020475578,0.0012330902,0.0009790063,0.00006415279,0.0012560387],"domain_scores_gemma":[0.99695915,0.0019482021,0.00040358,0.0005520134,0.000048490907,0.00008857531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017859016,0.000549322,0.0012721415,0.0004605341,0.00038505718,0.000039049715,0.0003513406,0.00087175105,0.00008938841],"category_scores_gemma":[0.00037691428,0.00038279768,0.0004241465,0.00050203485,0.0009201927,0.00019590385,0.00014420346,0.0012786872,0.00006389761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045815683,0.00078460295,0.7535206,0.002404536,0.0015728631,0.00022298009,0.0141879795,0.0023779264,0.07476716,0.1080685,0.036340967,0.0011702898],"study_design_scores_gemma":[0.0073459903,0.0068095503,0.90536594,0.0057820366,0.0005297455,0.0014108848,0.0016775699,0.0011547632,0.0453746,0.017273366,0.0043085953,0.0029669723],"about_ca_topic_score_codex":0.0072638956,"about_ca_topic_score_gemma":0.001995113,"teacher_disagreement_score":0.1518453,"about_ca_system_score_codex":0.00049582915,"about_ca_system_score_gemma":0.00043209226,"threshold_uncertainty_score":0.9998624},"labels":[],"label_agreement":null},{"id":"W4403379289","doi":"10.1111/cdoe.13009","title":"A Systematic Review of Dental Antibiotic Stewardship Interventions","year":2024,"lang":"en","type":"review","venue":"Community Dentistry And Oral Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University","funders":"National Health and Medical Research Council; University of Melbourne; National Institute for Health and Care Research","keywords":"Medicine; Antimicrobial stewardship; Psychological intervention; MEDLINE; Systematic review; Family medicine; Guideline; Medical prescription; Randomized controlled trial; Stewardship (theology); Clinical trial; Intensive care medicine; Antibiotic resistance; Antibiotics; Nursing; Internal medicine","score_opus":0.12807398116516744,"score_gpt":0.41950880092153825,"score_spread":0.2914348197563708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403379289","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038033373,0.99711096,0.00010443464,0.00003758092,0.0011500135,0.0010433444,0.00025255381,0.00006578162,0.00019727327],"genre_scores_gemma":[0.00035661802,0.99555975,0.00009974389,0.00019383554,0.000019685536,0.000023182416,0.0008453462,0.000038788065,0.0028630618],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9842461,0.012321406,0.0025946808,0.00037255138,0.00003584385,0.0004294187],"domain_scores_gemma":[0.993498,0.004016228,0.0012943074,0.001071399,0.00006590809,0.000054112727],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004702872,0.0005483017,0.0064751254,0.0002095674,0.0002891048,0.000012053331,0.00087502436,0.00092901965,0.00013370113],"category_scores_gemma":[0.004105511,0.00037773504,0.0017077876,0.00030216904,0.00097373175,0.000054252552,0.00077007833,0.0022020342,0.0006544436],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003269365,0.00014413834,0.00001730773,0.9858945,0.0016955009,0.000032622997,0.000021063968,5.7912666e-9,0.0000013112544,0.0019009023,0.005167046,0.0051223575],"study_design_scores_gemma":[0.00011490605,0.00013013059,0.000013054496,0.95226794,0.013273725,0.002516948,0.00014631447,1.6321954e-7,0.0000022058466,0.00029145618,0.030942293,0.00030086117],"about_ca_topic_score_codex":0.00015318627,"about_ca_topic_score_gemma":0.00009662551,"teacher_disagreement_score":0.03362653,"about_ca_system_score_codex":0.00004665031,"about_ca_system_score_gemma":0.00011032153,"threshold_uncertainty_score":0.99986744},"labels":[],"label_agreement":null},{"id":"W4403686045","doi":"10.2196/57285","title":"Antibiotic Prescribing Behavior of Physicians in Outpatient Departments in Hospitals in Northwest Ethiopia: Structural Equation Modeling Approach","year":2024,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Antibiotics; Respiratory tract infections; Structural equation modeling; Family medicine; Cross-sectional study; Antibiotic resistance; Emergency medicine; Psychiatry; Nursing","score_opus":0.052219772679418686,"score_gpt":0.38853915559781044,"score_spread":0.33631938291839175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403686045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953899,0.002922741,0.0005773489,0.00029697546,0.00046054964,0.00025098416,0.0000073324873,0.0000027304434,0.00009148892],"genre_scores_gemma":[0.9994548,0.00037449665,0.00007369785,0.000012564188,0.00003562722,0.000002916609,0.000011679899,0.000010419969,0.000023798044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975131,0.0006661402,0.00077320903,0.00020630917,0.00048787403,0.00035332967],"domain_scores_gemma":[0.99883115,0.00071357377,0.0001253173,0.000095930925,0.0002035875,0.00003043566],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022616521,0.000105317326,0.00036145034,0.0007483948,0.000028998302,0.000019699177,0.00031766124,0.00026281684,0.00004660494],"category_scores_gemma":[0.0011140715,0.000079706224,0.00008217149,0.00043937203,0.00018702967,0.0002479019,0.0001057933,0.0023280804,0.0000072502066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002327404,0.004073932,0.7587884,0.0010227547,0.0005013263,0.0024955876,0.037703298,0.004069505,0.087936506,0.0008527736,0.00018837172,0.10004013],"study_design_scores_gemma":[0.0108737545,0.0042110006,0.67800045,0.035304315,0.00012871403,0.00041495028,0.03714723,0.1523658,0.07924945,0.0014042171,0.00013519294,0.0007649101],"about_ca_topic_score_codex":0.0010919947,"about_ca_topic_score_gemma":0.000928142,"teacher_disagreement_score":0.14829631,"about_ca_system_score_codex":0.00027681483,"about_ca_system_score_gemma":0.0003101309,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W4403826857","doi":"10.2139/ssrn.4996829","title":"Klebsiella Pneumoniae Community Acquired UTI: A Multicentric Study Highlights Significant Regional Variations in Antimicrobial Susceptibility Across India","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Klebsiella pneumoniae; Antimicrobial; Microbiology; Medicine; Biology; Geography; Escherichia coli","score_opus":0.016930853816116608,"score_gpt":0.28083632637899203,"score_spread":0.26390547256287544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403826857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886596,0.0061592963,0.00032156767,0.0010957775,0.002234832,0.0011732861,0.00014803435,0.00011531283,0.0000922767],"genre_scores_gemma":[0.99346876,0.0039735376,0.000022798957,0.00007369451,0.0002133204,0.00001713609,0.00019042376,0.00006760226,0.0019727421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917331,0.0025560712,0.0012558249,0.0008435087,0.00017545353,0.0034360716],"domain_scores_gemma":[0.99773425,0.000373702,0.00063681306,0.0009670468,0.00021610837,0.00007206355],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0048663164,0.0006726089,0.0009875187,0.0004217522,0.0010972841,0.00018631142,0.0013378289,0.0010534205,0.000065089764],"category_scores_gemma":[0.00013861986,0.0005780515,0.00043705414,0.0005282737,0.0004236856,0.00009040608,0.0012550007,0.013356208,0.00028603166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00721652,0.05558321,0.38539538,0.0026779321,0.02879067,0.001462821,0.1558009,0.0015055068,0.28398362,0.06089924,0.0063963966,0.010287823],"study_design_scores_gemma":[0.02685195,0.005106515,0.6091826,0.0040819477,0.0035578804,0.0035736861,0.11684976,0.0002640395,0.006095687,0.21425965,0.0033803186,0.0067959474],"about_ca_topic_score_codex":0.0030188719,"about_ca_topic_score_gemma":0.028276669,"teacher_disagreement_score":0.2778879,"about_ca_system_score_codex":0.0021980212,"about_ca_system_score_gemma":0.004832784,"threshold_uncertainty_score":0.9996671},"labels":[],"label_agreement":null},{"id":"W4403954567","doi":"10.1017/ash.2024.417","title":"A quasi-experimental analysis comparing antimicrobial usage on COVID-19 and non-COVID-19 wards","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Poisson regression; Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Rate ratio; Intensive care; Incidence (geometry); Emergency medicine; Pediatrics; Internal medicine; Intensive care medicine; Confidence interval; Infectious disease (medical specialty); Mathematics; Population; Disease; Environmental health","score_opus":0.07117402336096967,"score_gpt":0.37988542703819633,"score_spread":0.30871140367722666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403954567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9163635,0.018035818,0.010743461,0.048166886,0.0036324302,0.001216961,0.00065328047,0.00074491714,0.0004427849],"genre_scores_gemma":[0.9534708,0.0017683953,0.00044136937,0.042177252,0.00032266474,0.000025623269,0.0008638924,0.00008661317,0.00084338395],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99095863,0.003041015,0.0017224003,0.0022423852,0.000111216956,0.0019243386],"domain_scores_gemma":[0.994169,0.0036318752,0.00044674764,0.0009188856,0.00008531563,0.00074820354],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0036533352,0.0009093491,0.0026193713,0.0010592839,0.0013204073,0.000078450204,0.0006861981,0.0013768892,0.00051756523],"category_scores_gemma":[0.0019619325,0.0008074312,0.0008157036,0.0012094788,0.0015125921,0.00017956944,0.00041796383,0.0015719571,0.0005966475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060366737,0.004792575,0.37743434,0.008777457,0.011590467,0.0017680805,0.015082075,0.0016280498,0.1914433,0.026722651,0.35224107,0.002483273],"study_design_scores_gemma":[0.02169563,0.018386772,0.06485655,0.004157751,0.0073705628,0.006238497,0.006590636,0.0032192639,0.107403524,0.0027705387,0.74606866,0.011241624],"about_ca_topic_score_codex":0.015100014,"about_ca_topic_score_gemma":0.003252349,"teacher_disagreement_score":0.3938276,"about_ca_system_score_codex":0.0008409257,"about_ca_system_score_gemma":0.0013677748,"threshold_uncertainty_score":0.99997973},"labels":[],"label_agreement":null},{"id":"W4404050544","doi":"10.1503/cmaj.240246","title":"Shorter courses of antibiotics","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; St Joseph's Health Centre","funders":"","keywords":"Antibiotics; Computer science; Data science; Medicine; World Wide Web; Microbiology; Biology","score_opus":0.004804263652505568,"score_gpt":0.2268217061726618,"score_spread":0.22201744252015623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404050544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8868134,0.028918935,0.0008409955,0.040689565,0.0150407255,0.00015289195,0.00017949103,0.00008049141,0.027283484],"genre_scores_gemma":[0.9938207,0.00046717413,0.00002015451,0.0009936716,0.00028690233,2.3369816e-8,0.000008069773,0.0000073339643,0.004395941],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918133,0.000078261466,0.00025600145,0.00008273412,0.00014039637,0.00026130612],"domain_scores_gemma":[0.9995032,0.00011492122,0.00006202249,0.000051811367,0.000122027865,0.00014601866],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006066304,0.00006231146,0.00014166052,0.00011844037,0.00010029586,0.000026168347,0.00012795976,0.000385076,0.0055011865],"category_scores_gemma":[0.00026606608,0.000048814578,0.0000798553,0.00011856378,0.000075014395,0.0000477488,0.0000067381093,0.00056619005,0.00047179923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008794784,0.000044614113,0.055300493,0.00006263335,0.00080460333,0.0006150252,0.0005228879,0.000001263083,0.0039926716,0.005176334,0.89443845,0.03903223],"study_design_scores_gemma":[0.00028113395,0.000048788483,0.0121146375,0.00035004734,0.00005604182,0.0005084343,0.00040827034,0.000026083922,0.0032933087,0.00015279543,0.9826484,0.000112107344],"about_ca_topic_score_codex":0.0004625588,"about_ca_topic_score_gemma":0.0045279525,"teacher_disagreement_score":0.10700731,"about_ca_system_score_codex":0.00014471062,"about_ca_system_score_gemma":0.0015287302,"threshold_uncertainty_score":0.99540794},"labels":[],"label_agreement":null},{"id":"W4404260323","doi":"10.1186/s13756-024-01472-8","title":"Enhancing clinical microbiology for genomic surveillance of antimicrobial resistance implementation in Africa","year":2024,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Centers for Disease Control and Prevention; Bill and Melinda Gates Foundation","keywords":"Medical microbiology; Clinical microbiology; Antibiotic resistance; Drug resistance; Medicine; Antimicrobial drug; Antimicrobial; Microbiology; Parasitology; Genomic medicine; Biology; Virology; Computational biology; Antibiotics; Pathology","score_opus":0.02436401082939843,"score_gpt":0.33576690041233254,"score_spread":0.3114028895829341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404260323","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019510764,0.9899303,0.0010412082,0.00013325195,0.002611789,0.0022947958,0.0017476111,0.00008301553,0.00020698387],"genre_scores_gemma":[0.024598906,0.9712493,0.00020002002,0.000110770954,0.00025816908,0.00008438075,0.0005820526,0.00010487832,0.0028115252],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99435973,0.0007813775,0.0026776404,0.0012577701,0.000039537423,0.00088392204],"domain_scores_gemma":[0.9971537,0.00086094986,0.0012600544,0.000480072,0.00019796315,0.00004726521],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001567443,0.0007603593,0.0032270222,0.000559553,0.00024187438,0.000061865576,0.00031289365,0.0012277825,0.000047179747],"category_scores_gemma":[0.00017140809,0.0006663554,0.0009606277,0.000511642,0.00056653575,0.00013952059,0.000106513784,0.00083301123,0.00009156732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005173905,0.001495679,0.0024555188,0.21683381,0.00820651,0.00008217794,0.0009024399,0.0000047241406,0.26551467,0.0043624165,0.299536,0.19543213],"study_design_scores_gemma":[0.0029809654,0.00012197973,0.00015932469,0.010511057,0.00106608,0.00003585564,0.000020763213,3.0671703e-7,0.0011981073,0.000039738912,0.98318404,0.0006817568],"about_ca_topic_score_codex":0.00010501516,"about_ca_topic_score_gemma":0.0063090776,"teacher_disagreement_score":0.68364805,"about_ca_system_score_codex":0.00017827314,"about_ca_system_score_gemma":0.0005720133,"threshold_uncertainty_score":0.9995788},"labels":[],"label_agreement":null},{"id":"W4404461761","doi":"10.1016/j.adaj.2024.10.001","title":"Dental antibiotic use in British Columbia from 1996 through 2023","year":2024,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Dentistry; Medicine; Biology; Microbiology","score_opus":0.006547230394122125,"score_gpt":0.22349163089753624,"score_spread":0.21694440050341413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404461761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944551,0.003428077,0.000013703071,0.0003361451,0.0015400593,0.00008477675,0.000066901586,0.000011259909,0.000063991385],"genre_scores_gemma":[0.9936621,0.00085851696,0.000019843972,0.0003002478,0.00009984456,1.5780493e-7,0.0000075118232,0.000011819107,0.0050399513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885464,0.00041844256,0.00032469354,0.00009635676,0.000110682886,0.00019520198],"domain_scores_gemma":[0.9989332,0.0004045005,0.0005063174,0.000115034076,0.000031446758,0.00000953495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039077154,0.000070646085,0.00023675455,0.00002263904,0.00015259665,0.00015059905,0.00031659994,0.00006728238,0.00008475142],"category_scores_gemma":[0.0001258702,0.00005817923,0.00015878856,0.00031808382,0.00018660915,0.00021196067,0.00008004179,0.0004476855,0.00010650452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036040754,0.000076475444,0.9370262,0.000004111804,0.0003281904,0.000034466048,0.000315243,0.0000062078793,0.03339976,0.000002975074,0.027575402,0.0011949497],"study_design_scores_gemma":[0.00035447662,0.00008041574,0.9926544,0.00035423008,0.000155483,0.00021726977,0.002024013,0.000007275789,0.0022233508,0.00017054453,0.0016698845,0.00008866608],"about_ca_topic_score_codex":0.07074909,"about_ca_topic_score_gemma":0.14970006,"teacher_disagreement_score":0.07895097,"about_ca_system_score_codex":0.00035541912,"about_ca_system_score_gemma":0.00004854245,"threshold_uncertainty_score":0.9354389},"labels":[],"label_agreement":null},{"id":"W4404589835","doi":"10.1016/j.sapharm.2024.08.043","title":"Assessing the Impact and Lessons Learned from Surveillance and Prescribing Support for Antimicrobial Stewardship in Africa and Asia: A Mixed Methods Evaluation","year":2024,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Environmental health; Medicine; Political science; Antibiotic resistance; Antibiotics; Microbiology; Biology","score_opus":0.4960304890994001,"score_gpt":0.5931185788665535,"score_spread":0.09708808976715338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404589835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97945076,0.013609881,0.0001636141,0.005413786,0.000099327626,0.00057592866,0.0001913623,0.000011984239,0.0004833322],"genre_scores_gemma":[0.99807847,0.001471659,0.00020295316,0.000010654619,0.0000669274,0.000028084198,0.00003682493,0.0000092773935,0.000095171796],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99693155,0.0020131615,0.00020535146,0.00040133673,0.00006970793,0.00037887032],"domain_scores_gemma":[0.99800885,0.0017878803,0.0000406308,0.000054395972,0.00007346848,0.000034763067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043428387,0.00013411426,0.00025052682,0.000082244645,0.00044622584,0.00024944567,0.00006995104,0.00010383237,0.000021147554],"category_scores_gemma":[0.00027472738,0.00009369512,0.00003201298,0.00023645311,0.0006946056,0.00019840062,0.00009923137,0.00047122818,7.201427e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000930824,0.00020214908,0.034007933,0.00040443026,0.0003773707,0.000048540773,0.0144387465,7.446915e-7,0.45171016,0.0020090528,0.00172903,0.494141],"study_design_scores_gemma":[0.011188891,0.00079158455,0.8214806,0.0010235737,0.0001881364,0.000104414736,0.04054029,0.0037220123,0.06379488,0.040579483,0.01566228,0.00092387566],"about_ca_topic_score_codex":0.00033808727,"about_ca_topic_score_gemma":0.00021572853,"teacher_disagreement_score":0.78747267,"about_ca_system_score_codex":0.000053865973,"about_ca_system_score_gemma":0.00041095773,"threshold_uncertainty_score":0.38207757},"labels":[],"label_agreement":null},{"id":"W4404590468","doi":"10.1016/j.sapharm.2024.08.042","title":"Evaluating the implementation and effectiveness of a hub and spoke model to deliver antimicrobial stewardship interventions in Africa","year":2024,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Antimicrobial stewardship; Psychological intervention; Stewardship (theology); Spoke-hub distribution paradigm; Business; Computer science; Process management; Medicine; Engineering; Political science; Nursing; Biology; Transport engineering; Antibiotic resistance; Microbiology","score_opus":0.4487271050343728,"score_gpt":0.5816988511098612,"score_spread":0.1329717460754884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404590468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952896,0.0030370916,0.000102609316,0.00073796493,0.00003763415,0.0004732372,0.00009258747,0.0000050325953,0.00022421946],"genre_scores_gemma":[0.9995477,0.0002572842,0.00005171206,0.00000966085,0.000015013452,0.00002533443,0.000007857016,0.000004391063,0.00008104056],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984709,0.00085170806,0.00018895701,0.00021390997,0.000054359498,0.00022014858],"domain_scores_gemma":[0.99942833,0.00044109474,0.000022221315,0.000033812335,0.00005558041,0.000018934015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019220383,0.00007513395,0.00014522178,0.00010103705,0.00019385404,0.000034151948,0.000060467664,0.000038193975,0.000017528684],"category_scores_gemma":[0.000037688034,0.000055700006,0.000029923964,0.00027937305,0.0003726094,0.00007508913,0.00010874847,0.00025617547,0.0000020154987],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022553676,0.00036959685,0.025062118,0.0029625199,0.00025624878,0.000038776012,0.030048309,0.000013525571,0.8363718,0.032116573,0.000387747,0.07011743],"study_design_scores_gemma":[0.01668193,0.0039939806,0.57941854,0.0087383995,0.00028538698,0.00008879985,0.059636865,0.0036195333,0.28137362,0.043702025,0.0013576534,0.0011032625],"about_ca_topic_score_codex":0.00022784199,"about_ca_topic_score_gemma":0.00025674628,"teacher_disagreement_score":0.55499816,"about_ca_system_score_codex":0.00003616208,"about_ca_system_score_gemma":0.00012323393,"threshold_uncertainty_score":0.22713803},"labels":[],"label_agreement":null},{"id":"W4404641615","doi":"10.1038/s41467-024-54498-2","title":"Impact of easing COVID-19 restrictions on antibiotic usage in Eastern China using wastewater-based epidemiology","year":2024,"lang":"en","type":"article","venue":"Nature Communications","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Medical Research Council","keywords":"Antibiotics; Wastewater; Epidemiology; Medical prescription; Environmental health; Mainland China; Coronavirus disease 2019 (COVID-19); China; Medicine; Internal medicine; Geography; Environmental science; Biology; Disease; Microbiology; Pharmacology; Infectious disease (medical specialty); Environmental engineering","score_opus":0.06786073967541095,"score_gpt":0.39450332960318835,"score_spread":0.3266425899277774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404641615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96394086,0.029850831,0.0006628093,0.0038348085,0.00043994177,0.00025890573,0.000111750494,0.00009559511,0.00080449024],"genre_scores_gemma":[0.9979626,0.00045495367,0.001018027,0.00018930816,0.000015807713,0.0000017747533,0.00014697907,0.000018578477,0.00019195148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981003,0.00091225846,0.0003916932,0.000273507,0.00002942793,0.00029283206],"domain_scores_gemma":[0.9971679,0.0014527098,0.00013301126,0.0011712504,0.000033504966,0.00004165252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055113016,0.000171315,0.00034011842,0.00045350264,0.00026373068,0.000011231263,0.0005909532,0.0005707108,0.000045965062],"category_scores_gemma":[0.0007199618,0.00013370093,0.00019529535,0.00061400415,0.00041970448,0.00006413343,0.00012794133,0.0013216871,0.00004777895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003885614,0.0016598757,0.6729928,0.0004164929,0.00076517416,0.00003853401,0.0014527465,0.010235013,0.2791236,0.026632816,0.0044532884,0.00184107],"study_design_scores_gemma":[0.0033241145,0.0010994541,0.9251626,0.0035062677,0.00043209438,0.00025429548,0.00054041296,0.023257993,0.009913592,0.0013853936,0.029992467,0.0011312964],"about_ca_topic_score_codex":0.0009590784,"about_ca_topic_score_gemma":0.00044764025,"teacher_disagreement_score":0.26921,"about_ca_system_score_codex":0.00024350977,"about_ca_system_score_gemma":0.0004116597,"threshold_uncertainty_score":0.57421464},"labels":[],"label_agreement":null},{"id":"W4404699286","doi":"10.1111/tid.14399","title":"Not Just an Oxymoron: The Utilitarian's Guide to Antimicrobial Stewardship in Transplant Infectious Diseases","year":2024,"lang":"en","type":"review","venue":"Transplant Infectious Disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Medicine; Intensive care medicine; Antibiotic Stewardship; Stewardship (theology); Antifungal; Antibiotics; Antibiotic resistance; Microbiology","score_opus":0.02363063070548302,"score_gpt":0.29929914026198984,"score_spread":0.2756685095565068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404699286","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043930286,0.97891253,0.00013075725,0.00020967308,0.0032144983,0.002601117,0.009264439,0.00060129847,0.00067263417],"genre_scores_gemma":[0.12451761,0.8708306,0.0000032319185,0.00051916967,0.00030263988,0.0002053359,0.0022739458,0.00016949576,0.0011779717],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947555,0.0010520581,0.0013523332,0.0014803644,0.00016586865,0.0011938704],"domain_scores_gemma":[0.99783707,0.00036376508,0.0002086183,0.001177698,0.00006129873,0.00035157625],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00043793928,0.0012867559,0.0021534187,0.00063198316,0.0004910186,0.00014596146,0.00091719563,0.00079728325,0.00027345997],"category_scores_gemma":[0.000044037733,0.0008527661,0.0012110067,0.00078780495,0.00041373746,0.00017662418,0.00007710506,0.0014783781,0.0018787321],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062837536,0.01359362,0.011458914,0.28592324,0.013106643,0.019436795,0.010817467,0.00034372738,0.00054442807,0.009818069,0.056901667,0.5717717],"study_design_scores_gemma":[0.0015946858,0.00036810237,0.0013235585,0.025792886,0.013044312,0.0006514435,0.00005648745,0.0000035220003,0.000021308037,0.00006202362,0.9553363,0.0017453703],"about_ca_topic_score_codex":0.0009249636,"about_ca_topic_score_gemma":0.0023200936,"teacher_disagreement_score":0.89843464,"about_ca_system_score_codex":0.00028035816,"about_ca_system_score_gemma":0.0010761786,"threshold_uncertainty_score":0.99998844},"labels":[],"label_agreement":null},{"id":"W4404769217","doi":"10.1136/bmjph-2024-001289","title":"Impact of inappropriate empirical antibiotic therapy on in-hospital mortality: a retrospective multicentre cohort study of patients with bloodstream infections in Chile, 2018–2022","year":2024,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Nacional de Investigación y Desarrollo; Royal Society of Tropical Medicine and Hygiene; Canadian Institute for Advanced Research","keywords":"Medicine; Retrospective cohort study; Confounding; Propensity score matching; Blood culture; Antibiotics; Cohort study; Cohort; Logistic regression; Internal medicine; Intensive care medicine; Bloodstream infection; Emergency medicine; Pediatrics","score_opus":0.02106708160200953,"score_gpt":0.3412012436362419,"score_spread":0.32013416203423234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404769217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963735,0.00038789975,0.000005373717,0.00030989133,0.00029474715,0.0023626823,0.00010282434,0.000035075613,0.00012803714],"genre_scores_gemma":[0.99962103,0.0001859967,0.0000057391267,0.000027479105,0.000014093528,0.000013698381,0.000074276606,0.000020157488,0.000037512385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794906,0.00043193696,0.0006163371,0.00044359156,0.00012737881,0.00043169985],"domain_scores_gemma":[0.9991563,0.00008987653,0.00024382118,0.00036495377,0.00009626135,0.000048771177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062431523,0.00020410401,0.00060536625,0.00041264333,0.000063417254,0.00001330193,0.00012762893,0.00015305924,0.000066082655],"category_scores_gemma":[0.000099796576,0.00013710473,0.00008712176,0.0009303614,0.00014520473,0.00010606531,0.000040593593,0.0004626016,0.00000996988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013665343,0.014492989,0.97925603,0.00006718723,0.0006061578,0.000008679575,0.0042702435,0.0000084237245,0.000022082137,0.00005836158,0.00022855711,0.00084461924],"study_design_scores_gemma":[0.003366345,0.008458214,0.9870373,0.00018931433,0.000015896536,0.0000020352106,0.00072618993,0.000011591539,0.0000217516,0.000007600743,0.000032325675,0.00013142983],"about_ca_topic_score_codex":0.0066333204,"about_ca_topic_score_gemma":0.0028316055,"teacher_disagreement_score":0.00778126,"about_ca_system_score_codex":0.0002960403,"about_ca_system_score_gemma":0.00071764743,"threshold_uncertainty_score":0.9999816},"labels":[],"label_agreement":null},{"id":"W4404809756","doi":"10.3855/jidc.19147","title":"Assessment of perspectives, knowledge and attitude about antibiotic use and resistance in Sudanese population","year":2024,"lang":"en","type":"article","venue":"The Journal of Infection in Developing Countries","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marital status; Antibiotic resistance; Medical prescription; Medicine; Antibiotics; Resistance (ecology); Quarter (Canadian coin); Population; Confusion; Cross-sectional study; Demography; Family medicine; Environmental health; Psychology; Biology; Geography; Nursing","score_opus":0.012682925546053866,"score_gpt":0.29706474847610365,"score_spread":0.28438182293004977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404809756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579282,0.040854346,0.00043469385,0.0002986264,0.00031551716,0.000072804025,0.0000016974442,0.0000063913985,0.00008777209],"genre_scores_gemma":[0.97000897,0.029583286,0.00023941814,0.000012988126,0.000016333674,2.0839327e-7,9.4708713e-7,0.000005171175,0.00013266393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999259,0.00018084177,0.00034445588,0.000083729436,0.000035923804,0.00009607066],"domain_scores_gemma":[0.999337,0.00034342488,0.00013999571,0.000056742494,0.00011657994,0.0000062304953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080948026,0.00007923184,0.00019705566,0.00024172373,0.0000731307,0.000029804909,0.000038685408,0.00008065554,0.000005644761],"category_scores_gemma":[0.00009475887,0.00005336095,0.000018896404,0.00022204155,0.00018159892,0.00023360518,0.000024659445,0.00022330983,9.654348e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008096717,0.000028996425,0.9671274,0.0003840188,0.000074766984,0.000006925831,0.0035105722,0.000015404654,0.0009380332,0.027669849,0.000107576256,0.000055508815],"study_design_scores_gemma":[0.00030062947,0.000037903123,0.9949473,0.0018602128,0.000023419758,0.00008224985,0.00019316109,0.0000064749174,0.00041237203,0.00037249745,0.0017008043,0.00006293336],"about_ca_topic_score_codex":0.00026611175,"about_ca_topic_score_gemma":0.0024782915,"teacher_disagreement_score":0.027819961,"about_ca_system_score_codex":0.0001233232,"about_ca_system_score_gemma":0.00013206397,"threshold_uncertainty_score":0.21759963},"labels":[],"label_agreement":null},{"id":"W4404858231","doi":"10.1038/s44259-024-00058-z","title":"Conference report of the 2024 Antimicrobial Resistance Meeting","year":2024,"lang":"en","type":"article","venue":"npj Antimicrobials and Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Wellcome Trust","keywords":"Big data; Data science; Genomics; Computer science; Genome; Biology; Data mining; Genetics","score_opus":0.01014662364198401,"score_gpt":0.2330161616132652,"score_spread":0.22286953797128117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404858231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8022769,0.091481335,0.0008552368,0.011037945,0.009160177,0.0010957945,0.0005102756,0.00034394168,0.0832384],"genre_scores_gemma":[0.86331004,0.0018504089,0.0006525228,0.00017999482,0.00008239013,0.000003309566,0.000017359036,0.000035500576,0.13386849],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976999,0.00019205609,0.00078168523,0.00072617753,0.00009802276,0.0005021506],"domain_scores_gemma":[0.99869525,0.00017902996,0.00029892387,0.00063058414,0.000163128,0.000033074823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005961891,0.0003302951,0.0005465813,0.000099331446,0.000444646,0.00010363635,0.00044287002,0.00032870995,0.00020575784],"category_scores_gemma":[0.00012638947,0.00022227624,0.00023568815,0.0004478092,0.0011014392,0.00013833848,0.00019866385,0.000460862,0.00005664287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001076478,0.000052141422,0.00046050435,0.0009881905,0.00017414357,0.00012563786,0.00034336466,0.0000013622438,0.84203875,0.0136128785,0.14195296,0.00014242095],"study_design_scores_gemma":[0.0005345097,0.000019805353,0.0022356499,0.0060539837,0.00017999095,0.00038371567,0.00016821249,0.0000023157875,0.5812337,0.00075026014,0.4079472,0.0004906853],"about_ca_topic_score_codex":0.00005109478,"about_ca_topic_score_gemma":0.0005516203,"teacher_disagreement_score":0.26599425,"about_ca_system_score_codex":0.000031331034,"about_ca_system_score_gemma":0.00024058239,"threshold_uncertainty_score":0.9064162},"labels":[],"label_agreement":null},{"id":"W4404878395","doi":"10.5281/zenodo.1050966","title":"Surveillance Of Antimicrobials Use In Emergency Medicine Institute","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial; Medical emergency; Medical physics; Emergency medicine; Biology; Microbiology","score_opus":0.057340909113622225,"score_gpt":0.28047266270498916,"score_spread":0.22313175359136694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404878395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9278821,0.0006455104,0.00068141747,0.0013152327,0.000987611,0.00037815335,0.00020308723,0.00018765285,0.06771924],"genre_scores_gemma":[0.9949065,0.0008138452,0.000024823024,0.00001762095,0.000033880893,4.298504e-9,0.0003724487,0.00019952134,0.0036313713],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989843,0.00018650721,0.00031580622,0.00023853238,0.00004795007,0.0002269436],"domain_scores_gemma":[0.9989375,0.000013425315,0.00023549618,0.0005438615,0.00024679457,0.000022949527],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005073014,0.000092164795,0.00020210528,0.00012591857,0.001229474,0.000049576356,0.00082288764,0.000084425286,0.008393952],"category_scores_gemma":[0.0010907686,0.000082526596,0.000032100506,0.00012700348,0.00057728175,0.0002451467,0.0004924406,0.00016073337,0.0014747719],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024376604,0.00026796997,0.0036435556,0.00018671552,0.0001226335,0.000019227009,0.0010885631,0.000013884665,0.72306746,0.006887657,0.2517967,0.01266186],"study_design_scores_gemma":[0.001014002,0.00013379756,0.10606259,0.00012680655,0.000008235774,0.000032063974,0.00009042826,0.0000034966308,0.008221526,0.0000796496,0.88408923,0.000138151],"about_ca_topic_score_codex":0.00024270664,"about_ca_topic_score_gemma":0.00001937186,"teacher_disagreement_score":0.71484596,"about_ca_system_score_codex":0.000023864628,"about_ca_system_score_gemma":0.000002741234,"threshold_uncertainty_score":0.9993027},"labels":[],"label_agreement":null},{"id":"W4405220050","doi":"10.1093/cid/ciae604","title":"Audit and Feedback Interventions for Antibiotic Prescribing in Primary Care: A Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McGill University; Ottawa Hospital; University of Ottawa; Public Health Ontario; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute; National Institute on Aging; Joint Programming Initiative on Antimicrobial Resistance; Canadian Institutes of Health Research; Agency for Healthcare Research and Quality; University of Toronto","keywords":"Medicine; Relative risk; Psychological intervention; Meta-analysis; Medical prescription; Confidence interval; Randomized controlled trial; Number needed to treat; Antibiotics; Internal medicine; MEDLINE; CINAHL; Intensive care medicine; Pediatrics; Pharmacology; Nursing","score_opus":0.11167943953068002,"score_gpt":0.41032286412386315,"score_spread":0.29864342459318316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405220050","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009606683,0.99508476,0.00003793439,0.000044314944,0.00025636636,0.0035439327,0.00087827246,0.00007756037,0.000067269],"genre_scores_gemma":[0.0005745792,0.9968464,0.0000063253497,0.00021479781,0.000024641933,0.00022643463,0.00055889494,0.000040374067,0.001507559],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9958231,0.0009936338,0.0020267034,0.00083772984,0.000036505033,0.00028231298],"domain_scores_gemma":[0.9971893,0.0015161082,0.00064589764,0.0005061035,0.00007539705,0.00006719619],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061322085,0.00047872873,0.008755968,0.00032494043,0.00011838259,0.00006734298,0.00018338716,0.00046164647,0.000057255427],"category_scores_gemma":[0.00079541135,0.00029864218,0.005669827,0.0005007098,0.00035067255,0.000058458325,0.0002169964,0.0004792341,0.00007785759],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021451256,0.0001714398,0.000082526094,0.88140726,0.11576491,0.000007729731,0.000008126368,4.3839187e-8,2.243807e-8,0.000056233494,0.000773179,0.0017263674],"study_design_scores_gemma":[0.00017936694,0.00010394894,0.00009570254,0.18930532,0.80262387,0.000014231042,0.00001151742,1.6133204e-7,2.419287e-8,0.000029289184,0.007376275,0.00026032052],"about_ca_topic_score_codex":0.000012325863,"about_ca_topic_score_gemma":0.00009009039,"teacher_disagreement_score":0.69210196,"about_ca_system_score_codex":0.00006691774,"about_ca_system_score_gemma":0.00015487717,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W4405349268","doi":"10.4212/cjhp.3595","title":"Antimicrobial Use among Adult Inpatients in Northern Canada, 2019–2021","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; McGill University; Nunavut Research Institute; Foothills Medical Centre; Alberta Health Services; University of Northern British Columbia; Government of Northwest Territories; Health Sciences North; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; World Health Organization; Pfizer","keywords":"Antimicrobial; Medicine; Geography; Family medicine; Biology; Microbiology","score_opus":0.005978164628819613,"score_gpt":0.2098995304440819,"score_spread":0.2039213658152623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405349268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878875,0.004331962,0.000002898936,0.0030024506,0.0043634307,0.00011510853,0.00008875097,0.0000035189623,0.00020435652],"genre_scores_gemma":[0.99805814,0.00014035149,0.000004218897,0.0003501716,0.000115966286,3.9257878e-7,0.000012661702,0.000017661763,0.0013004461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990012,0.00009234932,0.00034891695,0.00012518914,0.000052822896,0.0003794936],"domain_scores_gemma":[0.9994467,0.00006413907,0.00011140845,0.000121820616,0.00015084229,0.00010512298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014716228,0.00013813906,0.00018815084,0.00014842881,0.00017474915,0.000077773366,0.00034152597,0.00005990753,0.0002368444],"category_scores_gemma":[0.00006105515,0.000094634794,0.00008797199,0.00019619887,0.00022719022,0.00023809339,0.000017724795,0.00060838263,0.00007318633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008504408,0.00006562467,0.78797346,0.00004010737,0.00046464748,0.0027388206,0.0024180524,0.00008817508,0.0027003745,0.00016686709,0.19874322,0.0045156186],"study_design_scores_gemma":[0.004541323,0.0004006005,0.72468317,0.0020106474,0.0003357695,0.00064325257,0.0010053733,0.000047201425,0.023085574,0.0001449875,0.24201457,0.0010875328],"about_ca_topic_score_codex":0.9269392,"about_ca_topic_score_gemma":0.9968086,"teacher_disagreement_score":0.06986939,"about_ca_system_score_codex":0.00029066153,"about_ca_system_score_gemma":0.003041704,"threshold_uncertainty_score":0.53958523},"labels":[],"label_agreement":null},{"id":"W4405429150","doi":"10.1371/journal.pone.0315246","title":"An application of COM-b model to explore factors influencing veterinarians’ antimicrobial prescription behaviors: Findings from a qualitative study in Bangladesh","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Emory University","keywords":"Medical prescription; Psychological intervention; Antimicrobial stewardship; Thematic analysis; Biosecurity; Qualitative research; Medicine; Antimicrobial; Incentive; Family medicine; Environmental health; Antibiotic resistance; Nursing; Pathology","score_opus":0.08653024571771778,"score_gpt":0.3219849733958574,"score_spread":0.23545472767813963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405429150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973284,0.00013025367,0.0016075905,0.000048224912,0.00005656567,0.00062390626,0.0001305321,0.00006764005,0.00000687795],"genre_scores_gemma":[0.99926305,0.0000073679075,0.00039106706,0.000022242293,0.000010347108,0.000032201817,0.00018187321,0.000018895305,0.00007296664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989546,0.00015583615,0.00031409215,0.00034723963,0.000055363664,0.0001728583],"domain_scores_gemma":[0.99960506,0.000056796252,0.000049416834,0.00022375413,0.000045339257,0.000019615138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015173928,0.00013559857,0.0002800032,0.00016816286,0.00005220368,0.000019470695,0.00016576331,0.00014358501,0.000022847355],"category_scores_gemma":[0.000015779706,0.0001268621,0.00003417023,0.00018602402,0.00005702657,0.00018671915,0.000044603137,0.00019553358,0.00004019115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011941231,0.0015445453,0.017908107,0.00006242366,0.00012268414,0.0000024500825,0.1855796,0.000031843636,0.7945311,0.000034032073,0.000019728352,0.000044034816],"study_design_scores_gemma":[0.0012479745,0.0013214437,0.0575838,0.0014068761,0.0003800469,8.800037e-7,0.13744852,0.0009869972,0.7989746,0.00017644076,0.0000102523145,0.00046220853],"about_ca_topic_score_codex":0.001185212,"about_ca_topic_score_gemma":0.00018666749,"teacher_disagreement_score":0.04813108,"about_ca_system_score_codex":0.00006088933,"about_ca_system_score_gemma":0.000033448985,"threshold_uncertainty_score":0.5173286},"labels":[],"label_agreement":null},{"id":"W4405466495","doi":"10.1093/ofid/ofae728","title":"A Behavioral Analysis of Factors That Influence Antibiotic Prescribing in Hospitals: A Metasynthesis of Reviews","year":2024,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Canadian Centre for Applied Research in Cancer Control; University of Toronto; Hamilton Health Sciences; University Health Network; McMaster University Medical Centre; McMaster University","funders":"McMaster University","keywords":"Medicine; Meta-analysis; Antibiotics; Family medicine; Internal medicine; Microbiology","score_opus":0.04302504132762641,"score_gpt":0.35230279803966374,"score_spread":0.30927775671203733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405466495","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021981994,0.9746806,0.0000030509088,0.0000031728782,0.00024171146,0.0016140632,0.0010885898,0.00003160721,0.00035523018],"genre_scores_gemma":[0.29085237,0.70854247,0.0000049507476,0.0000062642525,0.0000019029881,0.000030522293,0.00027771312,0.000033956123,0.00024986538],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696463,0.00055526843,0.0013017122,0.00067461136,0.0000767182,0.00042707365],"domain_scores_gemma":[0.9977542,0.0002764088,0.0011062251,0.0007623136,0.000057264602,0.000043593413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029683847,0.0005775768,0.004701881,0.0011143199,0.00008341418,0.000061133374,0.0008588598,0.00042290404,0.00020070748],"category_scores_gemma":[0.00021351375,0.00039236946,0.0018415819,0.0018637656,0.00032940367,0.00024196,0.00054437155,0.00034151148,0.000082851715],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073999036,0.003209905,0.5219716,0.06743422,0.028607037,0.00007138137,0.0007472101,0.000011511067,0.0001303758,0.0008800304,0.0016263494,0.3752364],"study_design_scores_gemma":[0.00094604254,0.0008119109,0.033051692,0.13971825,0.2777207,0.000025019568,0.0008684196,0.0000020996151,0.000667455,0.00012660559,0.5436016,0.0024602187],"about_ca_topic_score_codex":0.0026253026,"about_ca_topic_score_gemma":0.0010382186,"teacher_disagreement_score":0.54197526,"about_ca_system_score_codex":0.00009577585,"about_ca_system_score_gemma":0.00024573694,"threshold_uncertainty_score":0.99985284},"labels":[],"label_agreement":null},{"id":"W4405585378","doi":"10.1093/jacamr/dlae202","title":"Antimicrobial resistance–attributable mortality: a patient-level analysis","year":2024,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Wellcome Trust","keywords":"Medicine; Incidence (geometry); Cause of death; Retrospective cohort study; Death certificate; Internal medicine; Pseudomonas aeruginosa; Antimicrobial; Disease; Microbiology; Biology","score_opus":0.020930344619614343,"score_gpt":0.2593047940156005,"score_spread":0.23837444939598618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405585378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9085134,0.03941487,0.011246745,0.003786905,0.0071432013,0.0015343879,0.0062532336,0.0016218324,0.020485427],"genre_scores_gemma":[0.8974243,0.0009479434,0.0017183567,0.00086591684,0.00019749416,0.000021626003,0.0008314336,0.00011770645,0.09787524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99456066,0.00038752996,0.001344118,0.0018315202,0.00025566207,0.0016205249],"domain_scores_gemma":[0.99748045,0.00032593755,0.00036198937,0.0014030731,0.00029594984,0.00013257969],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005659266,0.0008383754,0.0014625695,0.0007859891,0.00079819496,0.00038866335,0.00087011035,0.0007653785,0.0012008459],"category_scores_gemma":[0.00017468398,0.0007756199,0.0010985241,0.0031729904,0.0007816812,0.00047955607,0.00025100214,0.00096679386,0.0019002076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008032457,0.0004576173,0.0037052552,0.0012274453,0.0067065354,0.000574729,0.0007698144,0.000062907726,0.4770485,0.0053104134,0.5026132,0.00072033406],"study_design_scores_gemma":[0.0014652504,0.00007167188,0.010550631,0.0018025932,0.0036937555,0.00005880896,0.00016559336,0.000022627888,0.25771064,0.00032165868,0.7223124,0.0018244087],"about_ca_topic_score_codex":0.0003374638,"about_ca_topic_score_gemma":0.0043483702,"teacher_disagreement_score":0.21969916,"about_ca_system_score_codex":0.0002828047,"about_ca_system_score_gemma":0.00046176702,"threshold_uncertainty_score":0.99971217},"labels":[],"label_agreement":null},{"id":"W4405585847","doi":"10.1016/j.nmni.2024.101557","title":"Assessment of inappropriate use of antibiotics and contributing factors in Awi Administrative Zone, Northwestern Amhara regional State, Ethiopia","year":2024,"lang":"en","type":"article","venue":"New Microbes and New Infections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"State (computer science); Geography; Socioeconomics; Economics","score_opus":0.040651936207804475,"score_gpt":0.30597629921815506,"score_spread":0.26532436301035056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405585847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946126,0.0019966927,0.002660946,0.00011593238,0.0002305365,0.0001686499,0.00012202227,0.00002230952,0.00007033378],"genre_scores_gemma":[0.9964208,0.0012124365,0.00028624973,0.000020980688,0.000014826727,1.0971133e-7,0.00005029869,0.000009937387,0.0019843865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991286,0.00006502488,0.0003458597,0.00023491809,0.000026154434,0.00019943823],"domain_scores_gemma":[0.99943197,0.00026588287,0.00011696874,0.00010050395,0.000049500813,0.000035156187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094700496,0.00014837527,0.00029933735,0.00013785932,0.00008661228,0.0000305734,0.00004065959,0.00017011937,0.00003390655],"category_scores_gemma":[0.0000191316,0.00012115392,0.000056140358,0.00018895928,0.00022046463,0.0001241572,0.00005496568,0.0002843357,0.0000021603887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034287084,0.0001628455,0.621796,0.00019785631,0.00026142286,0.0000065786817,0.0015931699,0.000017189275,0.37075868,0.0033519506,0.0005726027,0.0012473885],"study_design_scores_gemma":[0.001141214,0.00047826566,0.8743227,0.0007379248,0.000100867685,0.000066036846,0.0005634334,0.000019607865,0.11090573,0.00014785408,0.011294137,0.0002222431],"about_ca_topic_score_codex":0.0044477326,"about_ca_topic_score_gemma":0.0045178155,"teacher_disagreement_score":0.25985295,"about_ca_system_score_codex":0.000020618096,"about_ca_system_score_gemma":0.00030466204,"threshold_uncertainty_score":0.67236704},"labels":[],"label_agreement":null},{"id":"W4405617933","doi":"10.1093/jacamr/dlae187","title":"Leveraging local public health to advance antimicrobial stewardship (AMS) implementation and mitigate antimicrobial resistance (AMR): a scoping review","year":2024,"lang":"en","type":"review","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Shaver Health and Rehabilitation Centre; Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Public Health; Impact; McMaster University; Public Health Ontario; University of Toronto; Toronto East General Hospital","funders":"","keywords":"Antimicrobial stewardship; Antibiotic resistance; Antimicrobial; Stewardship (theology); Public health; Resistance (ecology); Business; Medicine; Political science; Microbiology; Nursing; Biology; Antibiotics","score_opus":0.04464520241001001,"score_gpt":0.3606694313933692,"score_spread":0.3160242289833592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405617933","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013355943,0.97868294,0.0019966057,0.0065282406,0.0029762844,0.0066997963,0.0020929542,0.0005119383,0.00037767313],"genre_scores_gemma":[0.00047593744,0.9780147,0.0026537532,0.007204556,0.0003888436,0.00018699303,0.0018335943,0.00045416376,0.00878746],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98664707,0.0018349279,0.0041482337,0.0037908321,0.0003815887,0.0031973682],"domain_scores_gemma":[0.9945908,0.00044073927,0.0021957583,0.0018804388,0.00040152864,0.0004906973],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0022979232,0.0023814805,0.006405951,0.0009984714,0.0013873673,0.00058705144,0.0016666175,0.0011312751,0.00021902824],"category_scores_gemma":[0.00027221732,0.0022204898,0.001354132,0.0023076597,0.0011179458,0.0006059235,0.00094910007,0.002295371,0.0013301588],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018862725,0.00021903278,0.000008041047,0.4838499,0.0010629721,0.00019854083,0.00056879304,0.0000010458723,0.0019621612,0.000532697,0.38414437,0.12726381],"study_design_scores_gemma":[0.0007108758,0.000060354727,0.0000046334726,0.39863667,0.00086147914,0.00020483814,0.00006719215,9.0292595e-8,0.00060339965,0.000009752111,0.59742826,0.0014124184],"about_ca_topic_score_codex":0.00015834866,"about_ca_topic_score_gemma":0.0029049779,"teacher_disagreement_score":0.21328393,"about_ca_system_score_codex":0.0011563342,"about_ca_system_score_gemma":0.0040009134,"threshold_uncertainty_score":0.9999127},"labels":[],"label_agreement":null},{"id":"W4405623972","doi":"10.29173/hsi418","title":"To Resist or Not to Resist? That is the Dangerous Situation: A Look at Antimicrobial Stewardship in Pediatric Care in North America","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Antimicrobial stewardship; Antibiotic resistance; Intensive care medicine; Medicine; Antibiotic Stewardship; Resistance (ecology); Antibiotics; Health care; Variety (cybernetics); Risk analysis (engineering); Environmental health; Political science; Computer science","score_opus":0.05087306578989136,"score_gpt":0.3314694135533711,"score_spread":0.28059634776347975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405623972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98070294,0.0035620828,0.000046784455,0.013778275,0.0011603992,0.0005565046,0.000055366167,0.000028911512,0.000108740205],"genre_scores_gemma":[0.97792786,0.0008932622,0.00034978485,0.019244045,0.00012860016,0.00001458458,0.000031517127,0.0000130533335,0.0013972847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749786,0.00021549746,0.00045328503,0.00078979926,0.00018046568,0.00086308765],"domain_scores_gemma":[0.99882054,0.00015110143,0.00014499319,0.0006294177,0.00014287372,0.00011108879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047840204,0.00018840222,0.00037716868,0.0003482322,0.0007255353,0.000049639744,0.0006185581,0.00011623042,0.00008927519],"category_scores_gemma":[0.00019730456,0.000135914,0.000050164293,0.0030615681,0.0005851089,0.00012021094,0.0003986714,0.00030949645,0.000489079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027283258,0.0005172604,0.60674274,0.0009026191,0.000025243342,0.00039429998,0.22510628,0.00023922266,0.018552514,0.00006321696,0.11013722,0.03459106],"study_design_scores_gemma":[0.0007333167,0.00032758218,0.95378196,0.00017233258,0.000014416662,0.000041725405,0.012667144,0.0000012321015,0.007406788,0.000003327496,0.024536632,0.00031351365],"about_ca_topic_score_codex":0.0004753545,"about_ca_topic_score_gemma":0.02665801,"teacher_disagreement_score":0.34703925,"about_ca_system_score_codex":0.0004691624,"about_ca_system_score_gemma":0.0019374137,"threshold_uncertainty_score":0.99110293},"labels":[],"label_agreement":null},{"id":"W4405637453","doi":"10.20506/rst.se.3565","title":"Advances in addressing antimicrobial resistance","year":2024,"lang":"fr","type":"review","venue":"Revue Scientifique et Technique de l OIE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; University of Guelph","funders":"","keywords":"Stewardship (theology); Pandemic; Animal health; Antimicrobial stewardship; Food security; Business; One Health; Resistance (ecology); Antibiotic resistance; Human welfare; Risk analysis (engineering); Biotechnology; Political science; Welfare; Coronavirus disease 2019 (COVID-19); Public health; Medicine; Agriculture; Biology; Infectious disease (medical specialty); Ecology; Disease; Politics; Veterinary medicine","score_opus":0.035770262161582356,"score_gpt":0.33122440728432606,"score_spread":0.2954541451227437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405637453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005595475,0.96863306,0.006834889,0.001664113,0.0043143635,0.0023359472,0.00039100292,0.00030521088,0.015465447],"genre_scores_gemma":[0.0006559286,0.92705655,0.00478932,0.00021118132,0.00021961724,0.00022284462,0.00025591484,0.00015011213,0.066438526],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99327457,0.0017587655,0.0015241371,0.0018657933,0.00011854909,0.0014581819],"domain_scores_gemma":[0.99754655,0.00038533355,0.0006843076,0.0011078957,0.00017025223,0.000105671505],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003817476,0.0009714053,0.0021009934,0.0009638105,0.0003470062,0.00025228242,0.0012321218,0.002195683,0.00033871343],"category_scores_gemma":[0.00039183267,0.0009079464,0.0008139752,0.0019355281,0.0013208715,0.00042613683,0.00045703142,0.003211712,0.0012998753],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007796899,0.00043358252,0.000042578304,0.8197779,0.00018581384,0.0016969792,0.00089890545,0.0000065614327,0.031051729,0.021194758,0.042670928,0.08196227],"study_design_scores_gemma":[0.00014408957,0.000019093783,0.0000061621,0.40986106,0.0003020712,0.00046482528,0.000021922217,0.0000019226663,0.0062112166,0.0012590946,0.58107764,0.0006308959],"about_ca_topic_score_codex":0.00005098417,"about_ca_topic_score_gemma":0.0017935245,"teacher_disagreement_score":0.5384067,"about_ca_system_score_codex":0.000811603,"about_ca_system_score_gemma":0.0013541856,"threshold_uncertainty_score":0.99947774},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4405693970","doi":"10.3389/falgy.2024.1491985","title":"Impact analysis of infant antibiotic exposure on the burden of asthma: a simulation modeling study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Allergy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; BC Children's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Asthma; Medicine; Medical prescription; Pediatrics; Population; Cumulative incidence; Incidence (geometry); Environmental health; Internal medicine; Cohort","score_opus":0.012530661324712249,"score_gpt":0.2674096926460762,"score_spread":0.25487903132136397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405693970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858222,0.005496629,0.0077971513,0.000056738267,0.0004063642,0.00018538347,0.000018575724,0.00001620943,0.00020076394],"genre_scores_gemma":[0.9995296,0.00011573754,0.00005840189,0.000006363864,0.000015607735,8.794406e-7,0.00001936041,0.000009896199,0.00024412332],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990295,0.00016591769,0.00035950556,0.0002223053,0.000059076152,0.00016365857],"domain_scores_gemma":[0.9994679,0.0001141571,0.00008168829,0.0002882354,0.000039928633,0.0000080661885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817869,0.00012289012,0.00040389315,0.00045992728,0.000039275183,0.0000074194454,0.00017168987,0.00012247541,0.000075904274],"category_scores_gemma":[0.00004268667,0.00007538608,0.00019668412,0.0007314085,0.00007917186,0.000037023037,0.000033336622,0.0001719379,0.000004985307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028280454,0.00026723434,0.01896823,0.000029683571,0.006938657,0.000009350546,0.005450951,0.96201026,0.004047038,0.00019624543,0.0005654815,0.0012340675],"study_design_scores_gemma":[0.000874554,0.00086188654,0.04209275,0.00032003707,0.0005741188,9.5202546e-7,0.009946875,0.94359875,0.0010009079,0.00012463603,0.00037918985,0.00022534742],"about_ca_topic_score_codex":0.00057863176,"about_ca_topic_score_gemma":0.00007414309,"teacher_disagreement_score":0.02312452,"about_ca_system_score_codex":0.00003310397,"about_ca_system_score_gemma":0.000041323285,"threshold_uncertainty_score":0.3074155},"labels":[],"label_agreement":null},{"id":"W4405748696","doi":"10.1016/j.jval.2024.10.065","title":"P51 The State of the Art in Antimicrobial Resistance Economic Modelling: Is the STEDI Framework Being Used to Capture Value?","year":2024,"lang":"en","type":"article","venue":"Value in Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NovAtel (Canada)","funders":"","keywords":"Value (mathematics); State (computer science); Antimicrobial; Resistance (ecology); Economics; Computer science; Biology; Microbiology; Machine learning; Ecology; Algorithm","score_opus":0.022300133294799806,"score_gpt":0.26338667335583443,"score_spread":0.24108654006103464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405748696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92714506,0.012030765,0.0031133094,0.05393152,0.002206784,0.0010440564,0.00011612886,0.00003644313,0.00037594925],"genre_scores_gemma":[0.9934911,0.0008165338,0.00028846145,0.0023682266,0.00005112966,0.0000061824962,0.000003959645,0.000024110674,0.0029502672],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979674,0.00057294156,0.00057241286,0.00035608845,0.000052729458,0.00047840227],"domain_scores_gemma":[0.99868983,0.00059494027,0.00013288706,0.0005463392,0.000016056321,0.000019961108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012023128,0.00016873344,0.00030715813,0.000087765206,0.00020934227,0.00002816833,0.0005194846,0.00017120155,0.00002483192],"category_scores_gemma":[0.000036046782,0.00008946609,0.000105084306,0.00035901816,0.00023679399,0.000042914133,0.000096874835,0.00087368686,0.00011178484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069329946,0.00022798688,0.0045524617,0.0017205105,0.00033806227,0.000029187642,0.123094544,0.68687826,0.006191808,0.10649286,0.0687473,0.0010336866],"study_design_scores_gemma":[0.004513603,0.0005550273,0.016043896,0.038397767,0.00022078476,0.00012554154,0.007763764,0.06924038,0.048942693,0.17049196,0.6412664,0.0024381606],"about_ca_topic_score_codex":0.0026521327,"about_ca_topic_score_gemma":0.0014779465,"teacher_disagreement_score":0.61763793,"about_ca_system_score_codex":0.0001674002,"about_ca_system_score_gemma":0.0004350881,"threshold_uncertainty_score":0.4009249},"labels":[],"label_agreement":null},{"id":"W4405783855","doi":"10.1017/ash.2024.461","title":"Hospital antimicrobial stewardship funding and resourcing impact on broad-spectrum antibiotic use: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto East General Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; McMaster University","funders":"","keywords":"Antimicrobial stewardship; Cross-sectional study; Antibiotic Stewardship; Broad spectrum; Antimicrobial; Medicine; Antibiotics; Stewardship (theology); Antibiotic resistance; Microbiology; Political science; Chemistry; Biology","score_opus":0.05233198173379486,"score_gpt":0.3564137038013422,"score_spread":0.30408172206754736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405783855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790181,0.0063158316,0.0001972491,0.004855684,0.006683797,0.0016404496,0.0005510154,0.00064268557,0.00009519945],"genre_scores_gemma":[0.9949385,0.0007595492,0.00014115013,0.0018378262,0.0008052611,0.000011378294,0.0003251326,0.00017617091,0.0010050458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9894746,0.0030340895,0.0020911782,0.0025428124,0.00016836758,0.0026889786],"domain_scores_gemma":[0.9944895,0.00352122,0.0005391319,0.0009473254,0.00018497148,0.00031788336],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0037703156,0.0011484751,0.0019972606,0.0007892268,0.0014067438,0.00033009984,0.00065483106,0.001525988,0.00020250955],"category_scores_gemma":[0.0011605688,0.00094541576,0.0007165864,0.0007495784,0.0012302083,0.00048735458,0.00043865838,0.002577658,0.0006975373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012825523,0.00091820373,0.9713338,0.0007000982,0.0010058206,0.0003141777,0.0010144822,0.00011303416,0.012373406,0.0022681418,0.007862162,0.00081413955],"study_design_scores_gemma":[0.002062134,0.0046593226,0.9838701,0.0010985256,0.00016052907,0.0009525874,0.00040101353,0.00004051781,0.003242178,0.00022662997,0.0021112524,0.001175205],"about_ca_topic_score_codex":0.009592096,"about_ca_topic_score_gemma":0.0008052932,"teacher_disagreement_score":0.015920397,"about_ca_system_score_codex":0.0006097489,"about_ca_system_score_gemma":0.0005438244,"threshold_uncertainty_score":0.9998933},"labels":[],"label_agreement":null},{"id":"W4405880773","doi":"10.1093/cid/ciae629","title":"Evaluating Harms Associated With Prolonged Antibiotic Duration of Therapy in Community-Dwelling Older Adults: A Cohort Study Using Instrumental Variable Analysis","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto East General Hospital; Sunnybrook Health Science Centre; Alberta Children's Hospital; Public Health Ontario; University of Toronto","funders":"Ministry of Long-Term Care; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Ministry of Health, Ontario","keywords":"Medicine; Cohort; Instrumental variable; Duration (music); Cohort study; Antibiotic therapy; Gerontology; Antibiotics; Demography; Intensive care medicine; Internal medicine; Statistics","score_opus":0.04069251516731003,"score_gpt":0.3681752158101887,"score_spread":0.32748270064287865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405880773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969173,0.0014570992,0.00022467869,0.000006734124,0.00026174064,0.00094880845,0.000037043155,0.00010185454,0.000044705543],"genre_scores_gemma":[0.9996,0.00010423565,0.000016818723,0.000034678753,0.000019233747,0.000009488139,0.00016468386,0.000018695266,0.000032146756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968804,0.0016920546,0.00077904144,0.00034217208,0.00008226699,0.00022406148],"domain_scores_gemma":[0.9983803,0.00093511166,0.00026592097,0.00027127474,0.00012021672,0.000027185108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014266422,0.00017570614,0.0006071196,0.0002267499,0.00024128889,0.000039238705,0.00011961046,0.00018008033,0.00010294816],"category_scores_gemma":[0.00043783308,0.0001318068,0.00016829614,0.0010434234,0.00025310356,0.00012595768,0.000045538345,0.00053749915,0.0000067556343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024741376,0.004409201,0.9876844,0.00007085842,0.0041323947,0.000009521698,0.0006807573,0.0005722698,0.0009269738,0.000007876316,0.000004663154,0.0012536682],"study_design_scores_gemma":[0.002807126,0.0015771195,0.98752207,0.0008011846,0.0017787277,0.0000018355014,0.0011966568,0.0038256354,0.0002971517,0.000024226103,9.745838e-7,0.00016728214],"about_ca_topic_score_codex":0.0007206519,"about_ca_topic_score_gemma":0.00065883796,"teacher_disagreement_score":0.0032533656,"about_ca_system_score_codex":0.00007615202,"about_ca_system_score_gemma":0.00015996762,"threshold_uncertainty_score":0.5374925},"labels":[],"label_agreement":null},{"id":"W4405889152","doi":"10.26417/p8h6rb23","title":"Perception and preferences of the doctors from the Health Centers towards the use of antibiotics in Prishtina, Kosovo","year":2018,"lang":"en","type":"article","venue":"European Journal of Interdisciplinary Studies","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medicine; Population; Family medicine; Preference; Quarter (Canadian coin); Environmental health; Geography; Biology","score_opus":0.07713705761417952,"score_gpt":0.313212802123392,"score_spread":0.23607574450921245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405889152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892927,0.005285219,0.000038986163,0.0043456503,0.0007674732,0.00009880589,0.000019003048,0.0000021268881,0.0001500476],"genre_scores_gemma":[0.99721634,0.0023591472,0.000090538866,0.00011294799,0.00007265518,2.3689132e-8,7.924399e-7,0.0000064523997,0.00014112396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981991,0.0009499232,0.000564,0.00010131609,0.00005732127,0.0001283414],"domain_scores_gemma":[0.9988007,0.0002241698,0.0006330708,0.00018626633,0.00014656034,0.000009256859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007051162,0.000106605694,0.00028255463,0.000035833913,0.00025843905,0.0000096172025,0.00035507337,0.00002115867,0.000011828539],"category_scores_gemma":[0.00011091342,0.000041224896,0.000093437,0.000091050526,0.001456847,0.0000716871,0.00061319035,0.00025397527,0.0000026325565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002235065,0.00052735436,0.5257616,0.00022645823,0.0024546168,0.000022648166,0.32754314,0.00002347649,0.043762326,0.000107655374,0.054659005,0.04267666],"study_design_scores_gemma":[0.00040787255,0.0009643507,0.9478402,0.0012898872,0.000050264855,0.000027926515,0.046122048,0.0000016391306,0.0020398633,0.000059440117,0.0011430107,0.00005347231],"about_ca_topic_score_codex":0.000038368653,"about_ca_topic_score_gemma":0.00017017905,"teacher_disagreement_score":0.42207864,"about_ca_system_score_codex":0.000020027726,"about_ca_system_score_gemma":0.000032713186,"threshold_uncertainty_score":0.5367813},"labels":[],"label_agreement":null},{"id":"W4406052280","doi":"10.1371/journal.pgph.0004039","title":"Intergovernmental or fully independent? Designing a scientific panel on evidence for action against antimicrobial resistance","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Centre for Global Health Research; York University","funders":"Social Sciences and Humanities Research Council of Canada; Wellcome Trust","keywords":"Corporate governance; Context (archaeology); Declaration; Political science; Science policy; Function (biology); Scientific evidence; Action (physics); Public relations; Engineering ethics; Public administration; Economics; Biology; Engineering; Epistemology; Law; Management","score_opus":0.15519686261715637,"score_gpt":0.35524115466790424,"score_spread":0.20004429205074786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406052280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521706,0.0029394196,0.015951278,0.019307647,0.004620066,0.00186344,0.00045825657,0.00028994598,0.002399364],"genre_scores_gemma":[0.98579764,0.00019933227,0.00047184236,0.0038469054,0.00005090636,0.000023304034,0.00008869328,0.000012204752,0.009509167],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975961,0.0002851584,0.0004892633,0.0006941205,0.0001328975,0.00080248393],"domain_scores_gemma":[0.99888587,0.00025587613,0.0002636302,0.00037938514,0.00013704781,0.00007818832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008813814,0.0002303644,0.0003560984,0.00012327448,0.0009209407,0.0001797547,0.0004400254,0.00022698836,0.000049087026],"category_scores_gemma":[0.0007003669,0.00019128187,0.00011078153,0.0005323334,0.00027490198,0.0002900471,0.00011217597,0.00026778303,0.00010733849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008750849,0.0027656031,0.006956104,0.0031446707,0.0010298227,0.000025500536,0.0012123969,0.000010929208,0.37128416,0.013360195,0.5628481,0.028611716],"study_design_scores_gemma":[0.021498747,0.003801937,0.037135523,0.025288735,0.00033112726,0.000098406825,0.010721924,0.00023329258,0.27060363,0.0011755981,0.6261106,0.0030004426],"about_ca_topic_score_codex":0.00003654075,"about_ca_topic_score_gemma":0.0009763621,"teacher_disagreement_score":0.10068051,"about_ca_system_score_codex":0.0011867861,"about_ca_system_score_gemma":0.0016904157,"threshold_uncertainty_score":0.7800248},"labels":[],"label_agreement":null},{"id":"W4406084198","doi":"10.24072/pci.animsci.100343","title":"Bridging the gap in antibiotic regulation within Vietnam's livestock sector","year":2025,"lang":"en","type":"article","venue":"Peer Community In Animal Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Bridging (networking); Livestock; Business; Biology; Computer security; Computer science; Ecology","score_opus":0.02902489567260756,"score_gpt":0.28514610958747666,"score_spread":0.2561212139148691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406084198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98922706,0.00044426048,0.000111533926,0.0021310213,0.00027831626,0.0001869819,0.0000021064154,0.000027595863,0.0075910995],"genre_scores_gemma":[0.99793434,0.000012650259,0.00008182338,0.0002710405,0.0000069579132,0.000001279794,0.0000040963237,0.000003479623,0.0016843408],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986924,0.00048393503,0.00024449686,0.00017793514,0.00007875716,0.00032245446],"domain_scores_gemma":[0.9992065,0.00019685805,0.00007204458,0.00043314064,0.00007944807,0.000012047896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023406257,0.00010528719,0.00015632455,0.00021143744,0.0007929439,0.000049839375,0.0008336782,0.000091100424,0.000030978114],"category_scores_gemma":[0.000436953,0.00007701754,0.000028562014,0.0012109877,0.0011738483,0.00017150033,0.0002986684,0.0008041541,0.000044949695],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013777675,0.00028342166,0.15360664,0.000049810747,0.000011463861,0.000003638362,0.0074106124,0.00020439037,0.82380205,0.012727027,0.00066006975,0.0011031018],"study_design_scores_gemma":[0.00037256692,0.00006888473,0.9703546,0.00028352195,0.000005708496,0.000008859198,0.0025541156,0.00083813205,0.024621664,0.000495963,0.00028448852,0.000111480134],"about_ca_topic_score_codex":0.002156028,"about_ca_topic_score_gemma":0.0034075896,"teacher_disagreement_score":0.81674796,"about_ca_system_score_codex":0.00010679104,"about_ca_system_score_gemma":0.0002037657,"threshold_uncertainty_score":0.60987633},"labels":[],"label_agreement":null},{"id":"W4406100939","doi":"10.14745/ccdr.v51i01a06f","title":"Utiliser les sciences comportementales pour améliorer la gestion des antibiotiques dans les centres d'hébergement de soins de longue durée au Canada : protocole d'une étude multicentrique randomisée sur l'amélioration de la qualité","year":2025,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Medicine","score_opus":0.013728419944583922,"score_gpt":0.26206738106517086,"score_spread":0.24833896112058693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406100939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9510903,0.024677426,0.015079138,0.0030818435,0.00036767105,0.0022354394,0.00025735167,0.00007452388,0.003136308],"genre_scores_gemma":[0.97619426,0.014221354,0.0017569537,0.0001881827,0.00009531506,0.000110211535,0.00007635498,0.00004865612,0.0073087234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941471,0.0023901963,0.00093472115,0.0007097878,0.00023904868,0.0015791132],"domain_scores_gemma":[0.99755514,0.0013815641,0.00032436723,0.00030893515,0.00019684363,0.00023316157],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0014654013,0.00065912737,0.000747922,0.00019639624,0.0020267167,0.00016280288,0.00054699427,0.0006146459,0.00019932933],"category_scores_gemma":[0.00028847417,0.0006190779,0.00019839493,0.00053989806,0.0030843436,0.00031659863,0.000073800606,0.0005972816,0.0000011203291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012353418,0.00080015423,0.8880059,0.011572712,0.0012471267,0.000430152,0.0059285327,0.0057541225,0.054193996,0.010670687,0.0063122413,0.013848995],"study_design_scores_gemma":[0.004410618,0.00012968745,0.77527297,0.013183467,0.0005139155,0.00012390394,0.011127623,0.0009160388,0.15990143,0.00031555863,0.033354178,0.0007506073],"about_ca_topic_score_codex":0.9961714,"about_ca_topic_score_gemma":0.9998369,"teacher_disagreement_score":0.11273296,"about_ca_system_score_codex":0.0040606987,"about_ca_system_score_gemma":0.027499339,"threshold_uncertainty_score":0.99976254},"labels":[],"label_agreement":null},{"id":"W4406187176","doi":"10.1101/2025.01.07.25320112","title":"Toxigenecity and Virulence variations of <i>Pseudomonas aeruginosa</i> from out-patients hospitals in Southwest Nigeria","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Redeemer University","funders":"","keywords":"Pseudomonas aeruginosa; Virulence; Microbiology; Geography; Medicine; Biology; Bacteria; Genetics; Gene","score_opus":0.00894732474606528,"score_gpt":0.2316224588101501,"score_spread":0.22267513406408482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406187176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99169636,0.0034886878,0.00047622694,0.00009881093,0.0017883296,0.00036772972,0.0014304173,0.000029550993,0.0006239009],"genre_scores_gemma":[0.9976151,0.0008236625,0.00037796845,0.00007526845,0.000023189206,0.000012859426,0.00034518482,0.000010633401,0.00071611523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983592,0.0002026031,0.0005577689,0.0005717471,0.000053086238,0.0002556137],"domain_scores_gemma":[0.99882716,0.00021309122,0.00031353638,0.0005240163,0.00009958745,0.00002260551],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018840274,0.00026947208,0.0006066486,0.00013869927,0.00007717996,0.000012958669,0.0003722847,0.0006198384,0.00010036153],"category_scores_gemma":[0.00016147015,0.00025096818,0.000100613455,0.00010123089,0.0002459668,0.00003886097,0.00053590233,0.000492196,0.000047070338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045864268,0.00022210427,0.97849745,0.00012789905,0.0001679435,0.0000032186483,0.0014998795,0.0000067277997,0.018760493,0.00013982736,0.00017273093,0.00035587055],"study_design_scores_gemma":[0.0008148949,0.000032023603,0.958637,0.00058980106,0.00006814259,2.320735e-7,0.00009004621,0.0000024039857,0.037992466,0.0012135059,0.00029438786,0.00026507248],"about_ca_topic_score_codex":0.00135353,"about_ca_topic_score_gemma":0.0011953318,"teacher_disagreement_score":0.019860419,"about_ca_system_score_codex":0.000030420415,"about_ca_system_score_gemma":0.00013924189,"threshold_uncertainty_score":0.9999943},"labels":[],"label_agreement":null},{"id":"W4406216428","doi":"10.1093/jpids/piae088.042","title":"Tracking and Reporting Antimicrobial Use: Development of an Antimicrobial Stewardship Dashboard","year":2024,"lang":"en","type":"article","venue":"Journal of the Pediatric Infectious Diseases Society","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Dashboard; Intensive care medicine; Antibiotic resistance; Data science; Microbiology; Antibiotics","score_opus":0.01868455280664652,"score_gpt":0.2650541620796987,"score_spread":0.24636960927305215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406216428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99404585,0.0035316614,0.0002860566,0.00006329857,0.0018744994,0.00011339563,0.000027214184,0.00003998183,0.000018047878],"genre_scores_gemma":[0.99839056,0.0006097752,0.0004094682,0.00008024178,0.00036107493,3.881566e-7,0.0000048022844,0.000020526435,0.00012315795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825275,0.00013185962,0.0010920094,0.00019135106,0.00008680435,0.00024522512],"domain_scores_gemma":[0.998211,0.00014420072,0.0012739173,0.00015779925,0.0001708319,0.000042217845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059642474,0.00016815611,0.00037807252,0.00007724847,0.00035422656,0.000082631974,0.00017468713,0.00017495312,0.000016406506],"category_scores_gemma":[0.00023668077,0.00011129895,0.000469871,0.00028127246,0.0001702508,0.00030170663,0.000102570615,0.00042277804,0.0000030049112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012154249,0.0006197477,0.80601054,0.0013800722,0.001144052,0.000053148582,0.0047813067,0.00012786961,0.1701314,0.000046572084,0.010934799,0.0046489327],"study_design_scores_gemma":[0.008185375,0.0010545313,0.7928689,0.0031342935,0.009205061,0.023365641,0.0030518228,0.00015199851,0.14394666,0.0004103394,0.012280035,0.0023453352],"about_ca_topic_score_codex":0.000013790407,"about_ca_topic_score_gemma":0.000006826945,"teacher_disagreement_score":0.026184741,"about_ca_system_score_codex":0.00007531286,"about_ca_system_score_gemma":0.0005718072,"threshold_uncertainty_score":0.45386395},"labels":[],"label_agreement":null},{"id":"W4406236323","doi":"10.1080/09603123.2025.2451623","title":"Drug repurposing for sustainable antimicrobial use: exploring pharmacists’ awareness, attitudes, facilitators and barriers","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Health Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Repurposing; Facilitator; Medicine; Medical prescription; Drug; Antimicrobial; Family medicine; Nursing; Pharmacology; Psychology","score_opus":0.076554457329457,"score_gpt":0.40305766400840976,"score_spread":0.3265032066789528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406236323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891503,0.0075354152,0.00043550396,0.0016010473,0.00085831195,0.0002964031,0.00006751179,0.000006153163,0.000049378716],"genre_scores_gemma":[0.9884677,0.0056501837,0.00022300816,0.0002419455,0.000057667483,0.0000068651834,0.000014916981,0.0000094478355,0.005328248],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854094,0.00023244285,0.0004444894,0.00020147883,0.00016083954,0.00041983256],"domain_scores_gemma":[0.99916506,0.00038167683,0.00014711244,0.0000922621,0.0001420228,0.00007188189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014606395,0.00010091941,0.00020800337,0.0003459304,0.0004981718,0.00006643909,0.0002955329,0.000059354705,0.00007714942],"category_scores_gemma":[0.00020044066,0.00009123724,0.00007498962,0.00007731837,0.00037374333,0.00039001246,0.00017638622,0.00040987052,0.0000058594073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007905914,0.0009720954,0.5210799,0.0017424922,0.0024376912,0.00047936317,0.004450113,0.00012811052,0.27643263,0.0068388595,0.1162215,0.061311353],"study_design_scores_gemma":[0.010126822,0.00074913126,0.10165495,0.001785805,0.000054063585,0.00052400946,0.011020736,0.000029633833,0.14681342,0.00092462025,0.72583973,0.00047707206],"about_ca_topic_score_codex":0.00009995553,"about_ca_topic_score_gemma":0.0000069848393,"teacher_disagreement_score":0.60961825,"about_ca_system_score_codex":0.00051286304,"about_ca_system_score_gemma":0.00037364935,"threshold_uncertainty_score":0.38315848},"labels":[],"label_agreement":null},{"id":"W4406282931","doi":"10.1136/bmjqs-2024-018081","title":"Audit and feedback to improve antibiotic prescribing in primary care—the time is now","year":2025,"lang":"en","type":"editorial","venue":"BMJ Quality & Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Audit; Primary care; Medical emergency; Nursing; Intensive care medicine; Family medicine; Accounting","score_opus":0.008375549229293226,"score_gpt":0.28014065786153497,"score_spread":0.27176510863224174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406282931","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009748934,0.025072288,0.00015554378,0.0067788404,0.9310809,0.0044634636,0.0052364417,0.00020530255,0.017258294],"genre_scores_gemma":[0.02800306,0.011512151,0.0006601047,0.006721092,0.44695792,0.00008398978,0.010233425,0.00033132202,0.49549693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962119,0.000726072,0.0012523066,0.0009934398,0.00017281681,0.00064346613],"domain_scores_gemma":[0.9967774,0.0016792937,0.00035584735,0.00093590165,0.00020679751,0.000044740904],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015739304,0.00049494294,0.0010827186,0.00013318796,0.000329044,0.000051389663,0.00063943426,0.0016227661,0.00010724972],"category_scores_gemma":[0.0007370928,0.00037828743,0.00020186383,0.00025626176,0.0003522768,0.00007171089,0.00062279764,0.0013706556,0.00064393744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084073003,0.0000692307,0.00024599012,0.0016342804,0.00024716006,0.000008792727,0.001228168,9.029608e-7,0.007946929,0.00004029954,0.9835239,0.0042136405],"study_design_scores_gemma":[0.0017558063,0.00012339509,0.006781358,0.002101413,0.00016450477,0.0000022406234,0.0005854315,5.8616337e-7,0.0018807751,0.000034022687,0.98594505,0.0006254308],"about_ca_topic_score_codex":0.0008220779,"about_ca_topic_score_gemma":0.00048707658,"teacher_disagreement_score":0.48412296,"about_ca_system_score_codex":0.00033644756,"about_ca_system_score_gemma":0.0011905675,"threshold_uncertainty_score":0.9998669},"labels":[],"label_agreement":null},{"id":"W4406324848","doi":"10.12688/wellcomeopenres.23494.1","title":"Insights of SEDRIC, the Surveillance and Epidemiology of Drug-Resistant Infections Consortium","year":2025,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"Wellcome Trust","keywords":"Epidemiology; Public health; Epidemiological surveillance; Work (physics); Political science; Environmental health; Medicine; Public relations; Engineering; Pathology","score_opus":0.09397094208631805,"score_gpt":0.3870238354416205,"score_spread":0.29305289335530244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406324848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.848773,0.07823165,0.000121830526,0.0038309384,0.0012602228,0.0028677024,0.000557409,0.000028503822,0.064328775],"genre_scores_gemma":[0.9716458,0.0058732484,0.000064291555,0.000052114756,0.000019523908,0.000045547316,0.00006866583,0.0000116555175,0.02221916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938768,0.0040662847,0.0008744178,0.00063110347,0.00009021348,0.0004611697],"domain_scores_gemma":[0.99224067,0.0056727766,0.00041945366,0.001128005,0.00050731166,0.000031805914],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041345996,0.00022635984,0.0010748403,0.0003119083,0.0003968234,0.000017132063,0.0015902072,0.0005362492,0.00018808847],"category_scores_gemma":[0.0010820213,0.0001467768,0.00013490213,0.0004132208,0.0027210002,0.00003263302,0.0039838897,0.0016376709,0.00003531955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025554083,0.0017979615,0.51838994,0.0063477918,0.004145694,0.000023501128,0.0034163224,0.0002129348,0.06037435,0.30394375,0.096621215,0.002171109],"study_design_scores_gemma":[0.0035686684,0.0007452723,0.7113874,0.0037159745,0.00019732921,0.00002289986,0.00314808,0.000069088856,0.046510626,0.04274077,0.18692651,0.0009673935],"about_ca_topic_score_codex":0.007136085,"about_ca_topic_score_gemma":0.0021239417,"teacher_disagreement_score":0.261203,"about_ca_system_score_codex":0.00004125721,"about_ca_system_score_gemma":0.00062749273,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W4406442408","doi":"10.1016/j.yped.2014.08.008","title":"10.1016/j.yped.2014.08.008","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Intensive care medicine; Pediatrics; Family medicine; Microbiology","score_opus":0.0035182350970776252,"score_gpt":0.1638095477005935,"score_spread":0.16029131260351587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406442408","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039092754,0.0012266616,0.0000015210428,0.00026313294,0.0000070714104,0.00012140142,0.000019447323,0.000116961855,0.9943345],"genre_scores_gemma":[0.0019936988,0.0000039031115,0.00003047175,0.00007882407,0.000050979605,0.0000024561075,0.00003630889,0.000017043021,0.99778634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999224,0.00006129465,0.00015391258,0.00022857213,0.000024861612,0.00030734384],"domain_scores_gemma":[0.9995985,0.000039012142,0.00002629559,0.0002793031,0.000024539926,0.000032352367],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008670541,0.00013012145,0.00018543404,0.000044853263,0.000126101,0.000009998199,0.00020261589,0.00016262036,0.9984375],"category_scores_gemma":[0.000013354662,0.000109531175,0.00006410459,0.0000880552,0.00009406804,0.0000397572,0.000031788015,0.00013885782,0.99934053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017434597,0.00007474522,6.3407197e-7,0.000006742445,0.00006598584,0.000007104796,0.000037164646,0.000003743346,0.005658647,0.0000034880065,0.8060325,0.18793492],"study_design_scores_gemma":[0.00033728383,0.00012295046,0.000094761,0.000023104723,0.000021156013,0.000024123034,0.000002300013,0.0000011029113,0.0027099345,0.0000047216113,0.9965022,0.00015634067],"about_ca_topic_score_codex":0.000020013473,"about_ca_topic_score_gemma":4.1735734e-7,"teacher_disagreement_score":0.19046974,"about_ca_system_score_codex":0.000013733921,"about_ca_system_score_gemma":0.000025146926,"threshold_uncertainty_score":0.44665515},"labels":[],"label_agreement":null},{"id":"W4406470295","doi":"10.1016/s2352-3999(11)57155-9","title":"10.1016/s2352-3999(11)57155-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.0035103455142327504,"score_gpt":0.16074039686631658,"score_spread":0.15723005135208384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406470295","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008587779,0.00079464604,0.0000013170644,0.00032991497,0.000007345814,0.0001372241,0.000022461645,0.00012283627,0.9899965],"genre_scores_gemma":[0.0032336796,0.0000018582135,0.00002642933,0.00009000716,0.000057342804,0.0000032620121,0.000042289463,0.000018117737,0.996527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916816,0.000049214075,0.00017506951,0.0002444727,0.000026442292,0.00033662238],"domain_scores_gemma":[0.9995748,0.000042618783,0.000028759046,0.00029118874,0.000027374854,0.00003526128],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000093272756,0.00014348829,0.00020537268,0.000054107528,0.00013775488,0.000011130445,0.0002251208,0.00018631396,0.99768865],"category_scores_gemma":[0.00001734593,0.00012236097,0.00006667877,0.0001294846,0.000107786465,0.000045196695,0.00003786465,0.00015786619,0.9981643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018615703,0.00010285001,0.0000016600623,0.00000905942,0.00007369768,0.000009412865,0.00004116567,0.000005597659,0.007168611,0.000006810014,0.76997685,0.22241813],"study_design_scores_gemma":[0.00038432717,0.000114620445,0.00015583097,0.000028141654,0.000022876302,0.000025570314,0.0000033217661,0.000001317921,0.004127585,0.0000052624378,0.99495924,0.0001719084],"about_ca_topic_score_codex":0.00004048879,"about_ca_topic_score_gemma":0.0000014651844,"teacher_disagreement_score":0.2249824,"about_ca_system_score_codex":0.000016849186,"about_ca_system_score_gemma":0.000027578555,"threshold_uncertainty_score":0.49897355},"labels":[],"label_agreement":null},{"id":"W4406477651","doi":"10.2196/57457","title":"Availability and Key Characteristics of National Early Warning Systems for Emerging Profiles of Antimicrobial Resistance in High-Income Countries: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR Public Health and Surveillance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Antibiotic resistance; Risk analysis (engineering); Environmental health; Warning system; Business; Computer science; Medicine; Computer security; Biology; Telecommunications; Microbiology","score_opus":0.019910138781256637,"score_gpt":0.306958314891456,"score_spread":0.28704817611019934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406477651","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000824407,0.99271566,0.00005168154,0.00026325224,0.0003378682,0.0043316283,0.0014254447,0.000019485817,0.000030590636],"genre_scores_gemma":[0.007546692,0.99106777,0.000040300358,0.00008115586,0.000023742912,0.00024586733,0.0003866488,0.000018626683,0.0005891922],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953893,0.0011612265,0.0023994772,0.00049391616,0.00010491437,0.00045117002],"domain_scores_gemma":[0.99562585,0.0014602566,0.0020750966,0.00032237553,0.00045771417,0.00005869833],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036011615,0.0003406892,0.004240724,0.00026237898,0.00014338076,0.000024726769,0.00023903488,0.00035649768,0.000004444532],"category_scores_gemma":[0.0015912552,0.00026834692,0.00014590698,0.0003824312,0.00026253672,0.000073787654,0.00007347828,0.0002965133,0.0000018171675],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025795274,0.00003730322,0.002887413,0.99399364,0.00012553718,5.158545e-7,0.00013216792,9.79179e-9,5.9998064e-7,0.0014759632,0.0005550853,0.0007659706],"study_design_scores_gemma":[0.0006050315,0.00008664805,0.0019340715,0.79757077,0.000041185456,0.000012947561,0.000040067614,0.0000010811905,2.2400623e-7,0.000007920735,0.19935322,0.00034685995],"about_ca_topic_score_codex":0.00006562555,"about_ca_topic_score_gemma":0.000051201234,"teacher_disagreement_score":0.19879813,"about_ca_system_score_codex":0.000128072,"about_ca_system_score_gemma":0.0019161613,"threshold_uncertainty_score":0.9999769},"labels":[],"label_agreement":null},{"id":"W4406527779","doi":"10.1016/s0000-0000(10)53715-x","title":"10.1016/s0000-0000(10)53715-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.0037730792493803843,"score_gpt":0.16245343686811106,"score_spread":0.15868035761873067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406527779","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023960478,0.0011002175,0.0000011183554,0.00033408386,0.000006219165,0.000151072,0.00002994221,0.00014435894,0.9958369],"genre_scores_gemma":[0.0013636644,0.0000028423572,0.000031028118,0.00007686264,0.000062267995,0.0000041182234,0.000055100198,0.000022821285,0.9983813],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990021,0.00007308118,0.00020394748,0.00029214437,0.0000341041,0.0003945988],"domain_scores_gemma":[0.999491,0.00005026776,0.000034637334,0.00034681358,0.000033924716,0.000043396005],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010075707,0.00017241763,0.0002372572,0.00005872727,0.0001619846,0.0000148204535,0.0002660938,0.00020858571,0.9993282],"category_scores_gemma":[0.00001906082,0.00014754604,0.000084502375,0.00014435854,0.00012016458,0.0000520008,0.000040831943,0.00016653155,0.999169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002786037,0.000092956274,2.9945386e-7,0.000007924661,0.00007771158,0.0000083907735,0.000025425496,0.000005372804,0.004101857,0.0000031825484,0.7296075,0.26579076],"study_design_scores_gemma":[0.00045334324,0.00017129183,0.000077000426,0.000034613375,0.000030034595,0.000025602154,0.0000029521123,0.0000018013635,0.0039096638,0.0000063758885,0.99507976,0.00020754834],"about_ca_topic_score_codex":0.00002715792,"about_ca_topic_score_gemma":5.689129e-7,"teacher_disagreement_score":0.2655832,"about_ca_system_score_codex":0.000021314678,"about_ca_system_score_gemma":0.00003433634,"threshold_uncertainty_score":0.60167533},"labels":[],"label_agreement":null},{"id":"W4406535514","doi":"10.3399/bjgpo.2024.0166","title":"The effect of a GP’s perception of a patient request for antibiotics on antibiotic prescribing for respiratory tract infections: secondary analysis of a point-prevalence audit survey in 18 European countries","year":2025,"lang":"en","type":"article","venue":"BJGP Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Drug Research and Development; Centre for Family Medicine","funders":"","keywords":"Antibiotics; Audit; Medicine; Respiratory tract infections; Intensive care medicine; Respiratory tract; Perception; Family medicine; Respiratory system; Internal medicine; Psychology; Business; Microbiology; Accounting; Biology","score_opus":0.020821614744541386,"score_gpt":0.2997106245921393,"score_spread":0.27888900984759796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406535514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99528754,0.0012840325,0.0002587864,0.00003659676,0.00021589539,0.001664052,0.0005318736,0.000008009241,0.00071319414],"genre_scores_gemma":[0.9992734,0.00023610052,0.00004209355,0.00004507693,0.000004631601,0.000003963999,0.00007714994,0.00001148345,0.00030607535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978869,0.000950385,0.0006504014,0.0002760106,0.000041587788,0.00019472651],"domain_scores_gemma":[0.996883,0.0019912329,0.0005387767,0.00039771487,0.0001803514,0.000008958256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023846377,0.00014446196,0.00055576075,0.0002737051,0.00016529293,0.000019003855,0.0003606829,0.00011715726,0.00002584221],"category_scores_gemma":[0.0011313136,0.00010272879,0.00018571438,0.00044390783,0.00029324915,0.00008994716,0.00010766933,0.00013218775,0.000002495582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049758214,0.00084865006,0.88856703,0.0021820785,0.002008874,0.0000016496591,0.00073304866,0.0002560976,0.090603724,0.0010045641,0.0028958875,0.0059225946],"study_design_scores_gemma":[0.0021214052,0.0032243212,0.9198359,0.0012642739,0.0006891454,7.469403e-7,0.00025282946,0.000035508536,0.071256444,0.000020182342,0.0011638561,0.00013534607],"about_ca_topic_score_codex":0.00040469546,"about_ca_topic_score_gemma":0.0008324805,"teacher_disagreement_score":0.03126893,"about_ca_system_score_codex":0.00004354797,"about_ca_system_score_gemma":0.0001263157,"threshold_uncertainty_score":0.41891584},"labels":[],"label_agreement":null},{"id":"W4406578173","doi":"10.1016/s1544-8800(07)70193-8","title":"10.1016/s1544-8800(07)70193-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medicine; Internal medicine; Cardiology; Intensive care medicine; Biology; Microbiology","score_opus":0.0037168574198368767,"score_gpt":0.16294416396884986,"score_spread":0.159227306549013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578173","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037925502,0.0010046994,0.0000016276099,0.00028223707,0.0000069835182,0.00013555806,0.000021082287,0.00012427998,0.994631],"genre_scores_gemma":[0.0021152648,0.0000024796605,0.000032677588,0.000072838295,0.00005156059,0.0000031100099,0.000036566038,0.000018579007,0.9976669],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991516,0.000058982165,0.00017175954,0.00024926726,0.000027799275,0.00034060195],"domain_scores_gemma":[0.9995741,0.00004284737,0.000028403285,0.00029215773,0.000026868562,0.000035569035],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008237629,0.00014461055,0.00020358914,0.000047115613,0.00013752845,0.000011860543,0.00021880933,0.00017679224,0.99851596],"category_scores_gemma":[0.000015835358,0.00012297652,0.00007196036,0.00010985768,0.00009907805,0.000044539684,0.0000351784,0.00015655658,0.9993125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023506874,0.000093926006,5.3769594e-7,0.000008751884,0.000079486315,0.000009412538,0.000032162978,0.000005914704,0.005982798,0.0000049163873,0.7099229,0.28362414],"study_design_scores_gemma":[0.00037425995,0.00013688265,0.00013967496,0.00003092876,0.000024379176,0.0000251786,0.000002848866,0.0000014243974,0.0034845634,0.0000055814603,0.99559903,0.00017521803],"about_ca_topic_score_codex":0.000034103028,"about_ca_topic_score_gemma":5.914474e-7,"teacher_disagreement_score":0.28567618,"about_ca_system_score_codex":0.00001713079,"about_ca_system_score_gemma":0.000027842647,"threshold_uncertainty_score":0.5014837},"labels":[],"label_agreement":null},{"id":"W4406664231","doi":"10.12688/wellcomeopenres.23420.1","title":"A pilot protocol for surveillance of infection and antibiotic prescribing in primary healthcare across the globe: Antibiotic Prescribing in Primary Healthcare Point Prevalence Survey (APC-PPS)","year":2025,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Institute of Infection and Immunity; St. George's, University of London; Wellcome Trust","keywords":"Medicine; Medical prescription; Health care; Antibiotics; Family medicine; Protocol (science); Antibiotic resistance; Alternative medicine; Nursing; Pathology","score_opus":0.15425670709051967,"score_gpt":0.41854535320213204,"score_spread":0.2642886461116124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406664231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67424566,0.009206021,0.000107500266,0.0031038665,0.0009334962,0.30854058,0.0022583965,0.00008433064,0.0015201583],"genre_scores_gemma":[0.9844215,0.0021741039,0.00018299706,0.00016797932,0.000056847482,0.010207192,0.00042205598,0.000071219576,0.0022961213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9867173,0.0072728624,0.0018045435,0.0020091175,0.00038982934,0.0018063377],"domain_scores_gemma":[0.9939775,0.0026766087,0.0006935099,0.0017094602,0.00084511016,0.0000977955],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01772001,0.00065298035,0.0016926063,0.0005676366,0.0007557044,0.00030985533,0.0021789619,0.00089133094,0.00001985006],"category_scores_gemma":[0.0012297505,0.0005317431,0.0001677464,0.0011870211,0.0011403513,0.00028402766,0.005987514,0.0036523135,0.000010680022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065642754,0.0011276419,0.92325765,0.055607706,0.0001873656,0.000019249474,0.0016003285,0.00011166874,0.0051911497,0.00027825768,0.0014944598,0.004560241],"study_design_scores_gemma":[0.004348242,0.0010175945,0.97190887,0.017311119,0.000012432924,0.000016292908,0.00029037168,0.00008596326,0.0037419505,0.00027695126,0.00044983267,0.0005403854],"about_ca_topic_score_codex":0.06311912,"about_ca_topic_score_gemma":0.037997663,"teacher_disagreement_score":0.31017584,"about_ca_system_score_codex":0.0008355191,"about_ca_system_score_gemma":0.0023849392,"threshold_uncertainty_score":0.9997134},"labels":[],"label_agreement":null},{"id":"W4406670253","doi":"10.2196/66184","title":"Antibiotic Use In Utero and Early Life and Risk of Chronic Childhood Conditions in New Zealand: Protocol for a Data Linkage Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Medicine; Retrospective cohort study; Cohort study; In utero; Cohort; Pediatrics; Family medicine; Environmental health; Pregnancy; Internal medicine; World Wide Web; Biology; Computer science","score_opus":0.09352232532787035,"score_gpt":0.4674094402705913,"score_spread":0.3738871149427209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406670253","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3106338,0.000016523907,0.000014016452,0.000060678325,0.000004089067,0.68910426,0.000115020084,0.000013287428,0.000038346032],"genre_scores_gemma":[0.19902295,0.0000073170236,0.000047261205,0.000006498442,0.000016485337,0.7992757,0.000023366363,0.000013215845,0.0015872051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99755317,0.00071267283,0.0004820805,0.00067691604,0.00009760042,0.00047757052],"domain_scores_gemma":[0.99850196,0.00045571596,0.00013497393,0.00074041355,0.00011899044,0.000047944668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016163812,0.0001680446,0.000493142,0.00043969174,0.00017354445,0.0000657144,0.00039806578,0.00023273261,0.000025964666],"category_scores_gemma":[0.00068732194,0.00013859318,0.000027747856,0.0004846742,0.0004162674,0.00024305811,0.00049548823,0.00078407116,0.0000045031106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008015606,0.0018201289,0.9898589,0.0004114008,0.00016634418,0.000010364986,0.00047609644,2.841893e-7,0.0014165974,0.0002032035,0.0044563473,0.0003787534],"study_design_scores_gemma":[0.012070435,0.00215752,0.97742516,0.002330927,0.0000091234515,0.0000023024825,0.0001339471,0.000011774727,0.0007587002,0.00035597628,0.004623886,0.00012024316],"about_ca_topic_score_codex":0.001991464,"about_ca_topic_score_gemma":0.0040199324,"teacher_disagreement_score":0.111610845,"about_ca_system_score_codex":0.00008107631,"about_ca_system_score_gemma":0.0006833449,"threshold_uncertainty_score":0.5651666},"labels":[],"label_agreement":null},{"id":"W4406778618","doi":"10.1142/s2737416525500139","title":"Utilizing Non-β-Lactam Antibiotics to Combat Antimicrobial Resistance by Targeting Multiple Virulence Factors of <i>Pseudomonas aeruginosa</i>","year":2025,"lang":"en","type":"article","venue":"Journal of Computational Biophysics and Chemistry","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Council for Scientific and Industrial Research, South Africa","keywords":"Pseudomonas aeruginosa; Microbiology; Antibiotics; Antibiotic resistance; Virulence; Antimicrobial; Biology; Bacteria; Gene; Genetics","score_opus":0.004153947393569127,"score_gpt":0.2167426004339357,"score_spread":0.21258865304036656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406778618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926527,0.0012630126,0.005132868,0.00026004625,0.00023945338,0.000058795868,0.0000959618,0.000006574365,0.000290549],"genre_scores_gemma":[0.99783003,0.0001345764,0.0014513028,0.00014167247,0.00003221183,6.320749e-8,0.000046185047,0.00000831091,0.0003556386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902046,0.000023258342,0.0005154789,0.00017597011,0.000080981314,0.00018387381],"domain_scores_gemma":[0.9989389,0.00023155991,0.0004183135,0.0000902997,0.00028429658,0.000036640435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011338769,0.00016680901,0.00037168263,0.000043893106,0.0001446048,0.000020304775,0.00020435224,0.00013077221,0.0000070783603],"category_scores_gemma":[0.000053347827,0.00014733325,0.00011193657,0.00018542731,0.00020108098,0.00007066635,0.000069988615,0.00024462014,0.000001815062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014707525,0.00016489979,0.00502163,0.00027132087,0.00013987531,0.0000031073196,0.0001186345,0.00026724132,0.9835615,0.000093880546,0.010093739,0.00011708566],"study_design_scores_gemma":[0.0008016165,0.000033107077,0.0025874893,0.00047632208,0.000046470617,0.000006346991,0.000260633,0.000035653713,0.9937267,0.00025361674,0.0016247911,0.00014731026],"about_ca_topic_score_codex":0.00000657038,"about_ca_topic_score_gemma":4.728701e-7,"teacher_disagreement_score":0.010165133,"about_ca_system_score_codex":0.000024067276,"about_ca_system_score_gemma":0.0001176711,"threshold_uncertainty_score":0.60080755},"labels":[],"label_agreement":null},{"id":"W4406781195","doi":"10.1093/haschl/qxaf012","title":"Sustainable solutions to the continuous threat of antimicrobial resistance","year":2025,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Antimicrobial; Resistance (ecology); Antibiotic resistance; Business; Microbiology; Biology; Antibiotics; Ecology","score_opus":0.00922883266653283,"score_gpt":0.26091709563721605,"score_spread":0.2516882629706832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406781195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45879897,0.18504448,0.014575666,0.24830961,0.005249764,0.005882455,0.00039037009,0.0005207083,0.081227966],"genre_scores_gemma":[0.9344524,0.00037920196,0.00035087395,0.0017651467,0.000021863807,0.000010148204,0.000017062845,0.000009956189,0.06299332],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998315,0.00027980644,0.00039285267,0.00028251653,0.000040156698,0.0006897114],"domain_scores_gemma":[0.9990365,0.00009793919,0.00013453825,0.0005045505,0.00018955568,0.00003692951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096134795,0.00013776898,0.0003385402,0.00012474366,0.0011627335,0.000025668749,0.00036359247,0.00014957729,0.000059059814],"category_scores_gemma":[0.00023181144,0.00010067871,0.00008869178,0.0004993657,0.00020683155,0.00008276623,0.00014559891,0.00044384476,0.00016591926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057202403,0.00032177303,0.0021211875,0.00096573593,0.00020379006,0.000010985544,0.0019207371,0.00002075647,0.03955439,0.1403821,0.81283873,0.0010877568],"study_design_scores_gemma":[0.0010567503,0.00010834344,0.0053332085,0.00053147913,0.00003779081,0.000007825558,0.009298274,3.6482768e-7,0.023065547,0.00041722422,0.9599705,0.00017270373],"about_ca_topic_score_codex":0.00032425646,"about_ca_topic_score_gemma":0.0005658334,"teacher_disagreement_score":0.47565347,"about_ca_system_score_codex":0.00009819273,"about_ca_system_score_gemma":0.0005271434,"threshold_uncertainty_score":0.8942924},"labels":[],"label_agreement":null},{"id":"W4406807945","doi":"10.4314/rjmhs.v7i3.7","title":"Knowledge, Attitude, and Practices of Antibiotic Usage and Resistance among People Attending Primary Healthcare in Rwanda","year":2024,"lang":"en","type":"article","venue":"Rwanda Journal of Medicine and Health Sciences","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Primary health care; Health care; Primary care; Medicine; Family medicine; Nursing; Antibiotics; Environmental health; Political science; Microbiology; Population","score_opus":0.04637697536734847,"score_gpt":0.37627644250090025,"score_spread":0.3298994671335518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406807945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60888374,0.37456167,0.000024986262,0.015383596,0.00037974925,0.00009491644,0.0000032763708,0.000004606395,0.0006634608],"genre_scores_gemma":[0.9378091,0.061365698,0.00022739366,0.00027904444,0.00008142211,2.110886e-7,0.0000011100589,0.0000048514985,0.0002311782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852157,0.00019337716,0.0006350937,0.00025180125,0.00011855124,0.00027960326],"domain_scores_gemma":[0.9986389,0.00051703746,0.00061551057,0.00006725585,0.00007801386,0.000083245715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036741165,0.00012512236,0.00056949357,0.00037616357,0.0003205166,0.000027177626,0.000120487726,0.000094409465,0.000015730102],"category_scores_gemma":[0.00016112071,0.000078950216,0.000024094395,0.0004207037,0.0014815305,0.00030636665,0.000049731614,0.00039865056,6.0085335e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028151047,0.00014458156,0.9185769,0.0108249085,0.00012565171,0.00009307209,0.023579085,7.1969424e-7,0.006893699,0.005902448,0.008074448,0.025502974],"study_design_scores_gemma":[0.0017621841,0.0018172644,0.96248615,0.015526049,0.000065442786,0.0005017012,0.008274729,0.000012594858,0.00029841272,0.00062126596,0.008475632,0.00015859652],"about_ca_topic_score_codex":0.0003653555,"about_ca_topic_score_gemma":0.0027526636,"teacher_disagreement_score":0.32892534,"about_ca_system_score_codex":0.000030636584,"about_ca_system_score_gemma":0.00051163463,"threshold_uncertainty_score":0.5458761},"labels":[],"label_agreement":null},{"id":"W4406890536","doi":"10.1021/acs.est.4c09663","title":"Strengthening Policy Relevance of Wastewater-Based Surveillance for Antimicrobial Resistance","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences North; University of Manitoba; Public Health Agency of Canada; University of Calgary; McGill University; Queen's University; University of Alberta","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Relevance (law); Wastewater; Antibiotic resistance; Antimicrobial; Resistance (ecology); Waste management; Environmental science; Environmental engineering; Microbiology; Engineering; Political science; Antibiotics; Biology; Ecology","score_opus":0.0040157928059984084,"score_gpt":0.22361536399512097,"score_spread":0.21959957118912257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406890536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99031895,0.0015376107,0.0036885855,0.0024087636,0.00037588773,0.0003720923,0.00010870062,0.00010175497,0.0010876553],"genre_scores_gemma":[0.9942522,0.00009486124,0.0019988243,0.00010893762,0.000009898874,0.000012572955,0.000015065838,0.000009623801,0.0034980108],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99849784,0.000035401357,0.00034871686,0.00051738846,0.000057666308,0.00054298126],"domain_scores_gemma":[0.9991803,0.00012483531,0.00018138309,0.00047910676,0.000018717621,0.000015664711],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00037448914,0.00017027058,0.00029276437,0.00060410344,0.00039876802,0.000008281946,0.0007106855,0.00023145108,0.000030129935],"category_scores_gemma":[0.0002227118,0.00015391613,0.00007245529,0.0009632311,0.0038905658,0.000078151905,0.0001692749,0.00017079078,0.000023533077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010898296,0.00011202208,0.0066100475,0.00004392112,0.000018251678,8.383299e-7,0.000031285635,0.000037654638,0.98479587,0.0055486616,0.00034875376,0.0023437117],"study_design_scores_gemma":[0.00083452015,0.00008207738,0.0026955165,0.00011745197,0.0000091114825,0.0000028543425,0.00015493079,0.000014772797,0.9692797,0.00062600325,0.026031636,0.00015141828],"about_ca_topic_score_codex":0.000013541745,"about_ca_topic_score_gemma":0.000026317039,"teacher_disagreement_score":0.025682881,"about_ca_system_score_codex":0.00016439849,"about_ca_system_score_gemma":0.00018841987,"threshold_uncertainty_score":0.99882025},"labels":[],"label_agreement":null},{"id":"W4406940475","doi":"10.1093/ofid/ofae631.1856","title":"P-1690. The relationship of prescriber role and timing of prescribing to antibiotic prescribing appropriateness at a tertiary academic hospital","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Tertiary care; Family medicine; Emergency medicine; Pediatrics; Intensive care medicine","score_opus":0.01294928066298338,"score_gpt":0.2610929231975789,"score_spread":0.2481436425345955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406940475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880108,0.0058351792,0.00023144613,0.00061728683,0.00030152558,0.0011220778,0.000061310646,0.000037096495,0.003783263],"genre_scores_gemma":[0.99756867,0.000078615325,0.000025600928,0.0001607473,0.000008793931,0.000019110268,0.000024094858,0.000016257303,0.0020980989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874,0.00016753993,0.00039944556,0.00033691752,0.000050891384,0.0003052069],"domain_scores_gemma":[0.9990134,0.00030744105,0.0002006458,0.00036461907,0.000080784266,0.00003309508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018335668,0.00017709474,0.00032740264,0.00011328323,0.00044416188,0.000034449822,0.00041494693,0.00017893546,0.000043550644],"category_scores_gemma":[0.0003427545,0.00012948927,0.00008811284,0.00023790386,0.00028729363,0.0002217835,0.0009214674,0.00021047179,0.000014200485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018144095,0.00018676705,0.94919395,0.00018478143,0.00022942599,0.0000010479775,0.00070336455,0.000051147,0.041451614,0.0035310267,0.00251754,0.0017678953],"study_design_scores_gemma":[0.0012451292,0.00016910127,0.92490315,0.0012522665,0.00036002081,0.000010692571,0.0013805775,0.000039784245,0.06747184,0.002132363,0.0007750482,0.00026005504],"about_ca_topic_score_codex":0.00042158796,"about_ca_topic_score_gemma":0.000091805196,"teacher_disagreement_score":0.026020225,"about_ca_system_score_codex":0.000036988746,"about_ca_system_score_gemma":0.00008432521,"threshold_uncertainty_score":0.52804196},"labels":[],"label_agreement":null},{"id":"W4406940587","doi":"10.1093/ofid/ofae631.1979","title":"P-1816. Stepwise Implementation of an Antimicrobial Stewardship Prospective Audit and Feedback Intervention at a Large Academic Center in Canada","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Antimicrobial stewardship; Center (category theory); Audit; Intervention (counseling); Intensive care medicine; Emergency medicine; Nursing; Accounting; Antibiotic resistance; Antibiotics; Microbiology","score_opus":0.004678560209702628,"score_gpt":0.2744503047358921,"score_spread":0.26977174452618946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406940587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99663717,0.00076652004,0.000022706841,0.00016415367,0.00033919027,0.0007426601,0.0005798034,0.000013796839,0.00073399214],"genre_scores_gemma":[0.9986434,0.00011195365,0.000003364683,0.00024419033,0.0000054561074,0.000022058899,0.00024212108,0.000009170271,0.0007183022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890983,0.00014730304,0.00032809196,0.00029276736,0.000029997327,0.0002919979],"domain_scores_gemma":[0.9995788,0.000033025368,0.000164742,0.00015012131,0.000047376936,0.000025938572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009947605,0.00013738716,0.00026382948,0.000095021525,0.00016466244,0.000019855102,0.00017386026,0.00008917209,0.00027378547],"category_scores_gemma":[0.000019619047,0.00012872498,0.00004731366,0.0001482898,0.00007431902,0.00023470906,0.0003265469,0.0001400714,0.000007684634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033884987,0.0002733931,0.98961943,0.000113845555,0.00012512905,0.0000040449454,0.00011348782,0.000002246781,0.002291015,0.00059226406,0.00452363,0.0020026595],"study_design_scores_gemma":[0.0059228707,0.00015558994,0.97631687,0.00032528382,0.0000717972,0.000009738574,0.002166155,0.0000039443858,0.0134406965,0.0002971695,0.0011331993,0.00015666736],"about_ca_topic_score_codex":0.33881694,"about_ca_topic_score_gemma":0.9244254,"teacher_disagreement_score":0.5856085,"about_ca_system_score_codex":0.00038006794,"about_ca_system_score_gemma":0.00039339782,"threshold_uncertainty_score":0.66558594},"labels":[],"label_agreement":null},{"id":"W4406940932","doi":"10.1093/ofid/ofae631.1677","title":"P-1508. <i>In Vitro</i> Activity of Aztreonam-avibactam against Enterobacterales Isolates Producing Multiple β-lactamases Collected Globally as a Part of the ATLAS Global Surveillance Program from 2018-2022","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ceftazidime/avibactam; Aztreonam; In vitro; Microbiology; Enterobacteriaceae; Genetics; Biology; Escherichia coli; Antibiotic resistance","score_opus":0.004746105622181743,"score_gpt":0.23882078901330148,"score_spread":0.23407468339111973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406940932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901402,0.0021717167,0.000006447705,0.00028334427,0.00081479317,0.0015632324,0.0017197116,0.000078131234,0.0032224015],"genre_scores_gemma":[0.99856013,0.00023279461,0.000015916079,0.0001568463,0.000012156075,0.000069969035,0.00022834499,0.000014126425,0.00070970826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798805,0.00043058622,0.00049777137,0.0005489359,0.0000757759,0.000458887],"domain_scores_gemma":[0.9985329,0.00026040678,0.00043754466,0.000604113,0.00013084729,0.000034225483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011729544,0.00029943042,0.00065592886,0.000061609106,0.00025850936,0.000066619665,0.0006961059,0.00017815811,0.000088952125],"category_scores_gemma":[0.00041762495,0.00022794127,0.00023997988,0.00071680883,0.00040834997,0.00020165188,0.0006190233,0.00018658796,0.000014509989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019260889,0.0022416476,0.86669064,0.000092232374,0.0004808607,0.0000033669862,0.000050603805,0.000026218979,0.11798129,0.000060202605,0.0054095685,0.0050372896],"study_design_scores_gemma":[0.0032726782,0.00028061293,0.84191716,0.0006757435,0.00011824657,0.0000047376748,0.00014967295,0.00002668802,0.14654276,0.00032447267,0.0063826167,0.00030463046],"about_ca_topic_score_codex":0.0066700755,"about_ca_topic_score_gemma":0.017337846,"teacher_disagreement_score":0.028561458,"about_ca_system_score_codex":0.00014754655,"about_ca_system_score_gemma":0.00043462755,"threshold_uncertainty_score":0.99994457},"labels":[],"label_agreement":null},{"id":"W4406949961","doi":"10.1093/ofid/ofae631.566","title":"P-365. Outbreak of Carbapenemase-Producing Organisms in the Cardiovascular ICU Linked to \"Hoppers\"","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Outbreak; Intensive care medicine; Virology","score_opus":0.007388685482157014,"score_gpt":0.24766929303067434,"score_spread":0.24028060754851732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406949961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95607275,0.010032387,0.00026943747,0.0016492944,0.0009081814,0.0015460439,0.00007241491,0.000064286585,0.02938522],"genre_scores_gemma":[0.9968991,0.000098754696,0.000013280579,0.0012236204,0.000014322133,0.000036383935,0.000032538723,0.000013097464,0.0016688982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998728,0.00023384797,0.00028614432,0.00037405585,0.000053258173,0.00032470035],"domain_scores_gemma":[0.99901325,0.000115072806,0.00006389199,0.0007179508,0.000068345995,0.00002148073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003092514,0.00016647395,0.00043837182,0.00013016119,0.00024434578,0.000046676367,0.00060231064,0.000119630604,0.0001129626],"category_scores_gemma":[0.00021029283,0.000117766314,0.00021289091,0.00048465174,0.000121308454,0.00008606953,0.0003214261,0.0001523746,0.00011843357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052853266,0.0018968802,0.8613757,0.0004709771,0.0034196344,0.00007835227,0.0034115408,0.0009471698,0.0468432,0.018719075,0.045576762,0.016732203],"study_design_scores_gemma":[0.006072997,0.00061721756,0.8310001,0.0010785292,0.0013119348,0.00006337086,0.0099978205,0.0000043107716,0.03001882,0.002934068,0.11599532,0.000905549],"about_ca_topic_score_codex":0.0023952248,"about_ca_topic_score_gemma":0.0009849042,"teacher_disagreement_score":0.07041856,"about_ca_system_score_codex":0.00004811043,"about_ca_system_score_gemma":0.00016499181,"threshold_uncertainty_score":0.48023707},"labels":[],"label_agreement":null},{"id":"W4406951603","doi":"10.1093/ofid/ofae631.1945","title":"P-1782. Antimicrobial Stewardship Program Resourcing across Hospitals over Time: A Repeated Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Antimicrobial stewardship; Cross-sectional study; Antimicrobial; Family medicine; Microbiology; Antibiotic resistance; Antibiotics","score_opus":0.007695870328337395,"score_gpt":0.3190349004838636,"score_spread":0.3113390301555262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406951603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869123,0.0007264501,0.00001723895,0.00008452413,0.0010063053,0.0022983493,0.00029494008,0.00042711565,0.008232789],"genre_scores_gemma":[0.97464466,0.000015337455,0.000009588076,0.00037938496,0.00003679203,0.00011488414,0.00024308429,0.0000344865,0.024521764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756503,0.0002562507,0.00056947063,0.00078133645,0.00007982578,0.00074810797],"domain_scores_gemma":[0.9988352,0.00012326967,0.00022012857,0.0005839332,0.00018298047,0.00005448912],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00033946935,0.0003420083,0.0004977491,0.000119416894,0.001413364,0.0006643474,0.0006136096,0.0002900324,0.0005817634],"category_scores_gemma":[0.00020048891,0.00030304375,0.0002316982,0.00048819536,0.00039489986,0.00033709052,0.00080951856,0.00032295406,0.0005129223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058564334,0.0026724392,0.9733617,0.00004696792,0.0007273237,0.00002833597,0.00014880359,0.000020893578,0.0025219633,0.00014288138,0.018374924,0.0013681415],"study_design_scores_gemma":[0.004295346,0.0006719903,0.98502976,0.00013273307,0.00012299292,0.0000238374,0.0002548146,0.000004476665,0.0020235342,0.00015087338,0.0069103036,0.00037934873],"about_ca_topic_score_codex":0.0008577281,"about_ca_topic_score_gemma":0.00029883994,"teacher_disagreement_score":0.016288975,"about_ca_system_score_codex":0.0001257266,"about_ca_system_score_gemma":0.00020613387,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null},{"id":"W4406955770","doi":"10.1093/ofid/ofae631.1319","title":"P-1132. Patient Pre-Selection Improves Efficiency and Acceptability of Antimicrobial Audit-and-Feedback Rounds in a Neonatal Intensive Care Unit","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Neonatal intensive care unit; Audit; Intensive care unit; Selection (genetic algorithm); Antimicrobial; Antimicrobial stewardship; Intensive care medicine; Pediatrics; Microbiology; Antibiotic resistance; Antibiotics; Machine learning","score_opus":0.004323495250212573,"score_gpt":0.2485367612172149,"score_spread":0.24421326596700232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406955770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937298,0.0038636592,0.00007870784,0.00010145055,0.00030490413,0.0006430323,0.000097321026,0.000026427906,0.0011546488],"genre_scores_gemma":[0.9993031,0.00016184669,0.000006987099,0.00020306456,0.0000038267976,0.000014634295,0.000049896524,0.000007819826,0.0002488462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900323,0.00010486242,0.00027387077,0.00034992368,0.00002286332,0.0002452387],"domain_scores_gemma":[0.99938786,0.00008204736,0.00011834874,0.0001618944,0.00022787218,0.000021947517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048270347,0.0001598132,0.00030537116,0.00012638581,0.00022040855,0.0000460794,0.00013941442,0.0001208653,0.00007432018],"category_scores_gemma":[0.00016902015,0.0001393051,0.00005489069,0.0002523267,0.00036665393,0.0001817981,0.00037475544,0.00014942877,0.000003762074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006154517,0.0002340046,0.96190375,0.00027643485,0.00012727827,0.0000025751328,0.0020043778,0.000016790284,0.0075686867,0.0007110518,0.0005969263,0.025942653],"study_design_scores_gemma":[0.002998944,0.00063414674,0.9566859,0.00026265657,0.00014651276,0.000027699443,0.012401977,0.000018525248,0.023683572,0.0004093586,0.0024317394,0.00029896255],"about_ca_topic_score_codex":0.0017570576,"about_ca_topic_score_gemma":0.0021192206,"teacher_disagreement_score":0.025643691,"about_ca_system_score_codex":0.00005296829,"about_ca_system_score_gemma":0.00016592395,"threshold_uncertainty_score":0.56806976},"labels":[],"label_agreement":null},{"id":"W4406955830","doi":"10.1093/ofid/ofae631.007","title":"376. 7 versus 14 days of Antibiotic Treatment for Patients with Bloodstream Infections","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Antibiotics; Bloodstream infection; Intensive care medicine; Bacteremia; Pathogenic organism; Internal medicine; Pediatrics; Microbiology","score_opus":0.007293173282488473,"score_gpt":0.2600482051859261,"score_spread":0.2527550319034376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406955830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976146,0.0009126076,0.00023085462,0.0001147061,0.0011357774,0.0016905479,0.00060846895,0.000084112864,0.019076914],"genre_scores_gemma":[0.9966243,0.00008979995,0.000024398434,0.000052761665,0.0000074481586,0.000040597697,0.00033375045,0.000014969104,0.0028119728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914694,0.000046321806,0.00020902003,0.00028699692,0.000025140296,0.0002855651],"domain_scores_gemma":[0.99919504,0.00020162533,0.00013092093,0.0003077047,0.00013788039,0.000026845188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026116866,0.00019114764,0.00033786485,0.000110736095,0.00038169735,0.00003299491,0.00017593711,0.00010926837,0.00009441565],"category_scores_gemma":[0.000067951274,0.00013899463,0.00012731447,0.00020936597,0.00019201772,0.000118506985,0.00009233079,0.00005087461,0.000030007064],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012321303,0.004952655,0.9774752,0.0000826107,0.0014416149,8.6132485e-7,0.000031573516,0.000019151665,0.00027269952,0.0050662677,0.004696654,0.004728547],"study_design_scores_gemma":[0.09112913,0.026846543,0.7399576,0.001168209,0.0050366856,0.0000071788972,0.0010146706,0.000008708169,0.042769108,0.0018187828,0.0889199,0.0013235187],"about_ca_topic_score_codex":0.00043881967,"about_ca_topic_score_gemma":0.0007946455,"teacher_disagreement_score":0.23751767,"about_ca_system_score_codex":0.00007237121,"about_ca_system_score_gemma":0.00017894451,"threshold_uncertainty_score":0.56680363},"labels":[],"label_agreement":null},{"id":"W4407073860","doi":"10.1136/bmjopen-2024-088769","title":"Knowledge, attitudes, motivations and expectations regarding antimicrobial use among community members seeking care at the primary healthcare level: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Research Foundation","keywords":"Medicine; Critical appraisal; Checklist; Psychological intervention; Health care; Grey literature; MEDLINE; Data extraction; Protocol (science); Systematic review; Qualitative research; Nursing; Medical education; Alternative medicine; Psychology; Political science","score_opus":0.181786268107899,"score_gpt":0.4666627532761867,"score_spread":0.28487648516828773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407073860","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006399793,0.7423872,0.000015756721,0.00008769635,0.00016831818,0.2549742,0.00019803153,0.000041093957,0.002121358],"genre_scores_gemma":[0.0000148809795,0.8894112,0.00017936248,0.00033711412,0.0000357307,0.09974717,0.0012389829,0.000052601114,0.008982916],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99485505,0.0031469958,0.001032686,0.00051475747,0.000057747162,0.00039276565],"domain_scores_gemma":[0.99646825,0.0012980547,0.00079888664,0.0011598647,0.0002386093,0.00003634655],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00082283746,0.0004775534,0.001905558,0.00013760845,0.0026068494,0.0002000289,0.0010575448,0.00044406013,0.00009016775],"category_scores_gemma":[0.00050123484,0.00032851007,0.00031460574,0.0004936889,0.00040661683,0.00028731953,0.0024714472,0.0010048765,0.000042514468],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048489183,0.000108972214,0.0005663649,0.9157329,0.00060039014,0.0000070309184,0.0019324793,3.151718e-7,0.000009841576,0.000077274766,0.03261006,0.04830588],"study_design_scores_gemma":[0.00045051824,0.000023609005,0.00030004617,0.72477096,0.00050055864,0.000051263727,0.00033739427,3.8869352e-8,0.0000068871227,7.966178e-7,0.27319816,0.00035979718],"about_ca_topic_score_codex":0.00079865346,"about_ca_topic_score_gemma":0.013874084,"teacher_disagreement_score":0.2405881,"about_ca_system_score_codex":0.0003381721,"about_ca_system_score_gemma":0.0017693307,"threshold_uncertainty_score":0.9999167},"labels":[],"label_agreement":null},{"id":"W4407177647","doi":"10.1080/16549716.2025.2458935","title":"Irrational medicine use and its associated factors in conflict-affected areas in Mali: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Global Health Action","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cross-sectional study; Irrational number; Medicine; Geography; Psychology; Political science","score_opus":0.0478950658568585,"score_gpt":0.3849225183081515,"score_spread":0.337027452451293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407177647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971549,0.0009269679,0.000017252809,0.00027270275,0.0009564995,0.0004643504,0.000055137734,0.00003651193,0.00011569958],"genre_scores_gemma":[0.9986778,0.00009896361,0.0000012203002,0.00027798206,0.000013504284,0.0000060483826,0.00019839681,0.0000026911762,0.00072338636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987687,0.00030281965,0.00037747782,0.00025732003,0.000050415405,0.00024326064],"domain_scores_gemma":[0.9996044,0.00010855615,0.00012045378,0.0000659511,0.00007654701,0.000024110193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002948104,0.00011295167,0.00023508808,0.0001293305,0.00016132348,0.000013801153,0.000045714725,0.00021064306,0.00005825263],"category_scores_gemma":[0.0002755758,0.00009775336,0.00001686931,0.00040314757,0.00006727112,0.00012251353,0.000020414383,0.00022909795,0.000009813388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022664417,0.00032350598,0.99731004,0.000028776478,0.00004201908,0.0000022771474,0.00015536757,0.000008575655,0.0007750559,0.0005427548,0.00048518454,0.00009978492],"study_design_scores_gemma":[0.0025321315,0.00020058388,0.99633193,0.000086439955,0.0000052373707,0.0000047344233,0.00032173574,0.000015507514,0.000057241727,0.00006802623,0.0003140395,0.00006241135],"about_ca_topic_score_codex":0.00479707,"about_ca_topic_score_gemma":0.015905084,"teacher_disagreement_score":0.011108014,"about_ca_system_score_codex":0.00049575634,"about_ca_system_score_gemma":0.0001934534,"threshold_uncertainty_score":0.887541},"labels":[],"label_agreement":null},{"id":"W4407285671","doi":"10.1093/jcag/gwae059.197","title":"A197 ASSOCIATION BETWEEN ANTIMICROBIAL SEROLOGIES AND IBD LOCATION AND BEHAVIOUR: DATA FROM THE CIDSCANN INCEPTION COHORT","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Children's Hospital of Eastern Ontario; Children's Hospital Research Institute of Manitoba; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Cohort; Association (psychology); Antimicrobial; Medicine; Demography; Geography; Biology; Internal medicine; Microbiology; Psychology; Sociology","score_opus":0.009718705895569687,"score_gpt":0.22729175444281385,"score_spread":0.21757304854724416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407285671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740074,0.00024635144,0.000095606214,0.024453783,0.00073497486,0.00012813394,0.00029922577,0.0000035560086,0.000030949886],"genre_scores_gemma":[0.9978308,0.00024078618,0.000028368042,0.001026547,0.00006652717,4.8368423e-7,0.00007558818,0.0000043384384,0.00072656025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986027,0.00055361266,0.0004191395,0.00013984655,0.00006671096,0.00021798076],"domain_scores_gemma":[0.9981748,0.00029639422,0.0010300176,0.00021706152,0.00025718685,0.000024541312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253784,0.0000929023,0.000294917,0.000094921015,0.00026109477,0.000026620542,0.00039847958,0.00028439012,0.000015515532],"category_scores_gemma":[0.0005954302,0.00006387539,0.000046222904,0.000093332215,0.00014215683,0.0001143859,0.00012229025,0.0003720671,0.000002215622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006726334,0.0000121523135,0.964255,0.000006216934,0.0005530893,3.5211957e-7,0.00009032333,0.000005804882,0.0012023614,0.000020478581,0.03368463,0.000102380356],"study_design_scores_gemma":[0.00080498727,0.00007833293,0.99635476,0.000064346415,0.00039028417,0.000006262388,0.00011332065,0.0000051804964,0.00024399103,0.00008270406,0.0018227274,0.000033119257],"about_ca_topic_score_codex":0.009811001,"about_ca_topic_score_gemma":0.25708303,"teacher_disagreement_score":0.24727201,"about_ca_system_score_codex":0.00044148683,"about_ca_system_score_gemma":0.00023822516,"threshold_uncertainty_score":0.9967828},"labels":[],"label_agreement":null},{"id":"W4407321166","doi":"10.3138/jammi-2023-0041","title":"Impact of adherence with in-patient prospective audit and feedback recommendations on patient and economic outcomes","year":2025,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. John’s Health Sciences Centre; Government of Newfoundland and Labrador; Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Piperacillin/tazobactam; Ertapenem; Antimicrobial stewardship; Internal medicine; Antimicrobial; Prospective cohort study; Meropenem; Retrospective cohort study; Tazobactam; Propensity score matching; Piperacillin; Clostridium difficile; Emergency medicine; Imipenem; Intensive care medicine; Antibiotics; Antibiotic resistance; Pseudomonas aeruginosa","score_opus":0.002444780760253573,"score_gpt":0.22085670093465537,"score_spread":0.2184119201744018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407321166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592584,0.000967737,0.000002653106,0.0024972407,0.00033396797,0.000104756335,0.000076432065,0.000001034,0.00009034718],"genre_scores_gemma":[0.99933136,0.00035094307,0.0000024606932,0.00024831796,0.000004049372,9.943893e-7,0.0000028349834,0.0000019331474,0.000057119694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993194,0.00015586911,0.00031190502,0.000086006585,0.00003147334,0.00009537751],"domain_scores_gemma":[0.9990342,0.0003054817,0.00050707645,0.00005744362,0.00006247488,0.000033319295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014527318,0.00007700779,0.00026177143,0.00006177614,0.000073041876,0.0000027922813,0.000061134015,0.00010415867,0.000036643018],"category_scores_gemma":[0.0003161053,0.00004407654,0.000043131244,0.000052459334,0.00015044778,0.000026084032,0.000039481227,0.00021373546,1.4482139e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024178566,0.000112490474,0.99280477,0.000023001807,0.00046325423,0.0000020317136,0.00010544854,0.000011364032,0.0008098389,0.00026138287,0.0037332317,0.0014314149],"study_design_scores_gemma":[0.0016190985,0.00047180548,0.9958511,0.00030461373,0.00007271499,0.00002178932,0.00012432352,0.0000015710937,0.00085557793,0.00013522977,0.00049005065,0.000052104377],"about_ca_topic_score_codex":0.011613165,"about_ca_topic_score_gemma":0.057236925,"teacher_disagreement_score":0.04562376,"about_ca_system_score_codex":0.00023451315,"about_ca_system_score_gemma":0.00092258,"threshold_uncertainty_score":0.9949686},"labels":[],"label_agreement":null},{"id":"W4407418691","doi":"10.1017/ash.2025.19","title":"Implementation and evaluation of a complex outpatient oral antimicrobial therapy program (COpAT) in Canada","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health; Royal Columbian Hospital","funders":"","keywords":"Medicine; Ambulatory; Observational study; Emergency medicine; Retrospective cohort study; Adverse effect; Ambulatory care; Health care; Intensive care medicine; Internal medicine","score_opus":0.08966956144358806,"score_gpt":0.39788801959490133,"score_spread":0.30821845815131327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407418691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98628056,0.0042257095,0.0000603198,0.0063122427,0.0010081573,0.0018431719,0.00013352773,0.00003331379,0.00010299027],"genre_scores_gemma":[0.9945295,0.001139785,0.00039645017,0.0034193022,0.000021185275,0.00004025781,0.0004072392,0.000016478676,0.000029833669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941853,0.0030276182,0.0013329206,0.0006101544,0.00007436585,0.0007696113],"domain_scores_gemma":[0.99829674,0.00050574413,0.0004928057,0.0003175868,0.00034240555,0.000044711673],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026166837,0.00030012277,0.0010137135,0.000227399,0.00018541873,0.000005429198,0.00022939844,0.00035200364,0.00011560879],"category_scores_gemma":[0.00019018265,0.0002746301,0.00009428579,0.00035790403,0.00033107796,0.00006352788,0.00010502955,0.00041537473,0.000005305642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063882925,0.00034867218,0.7640039,0.0003845968,0.00019019126,0.0000035635096,0.0004086672,0.000039053964,0.025952397,0.0009357369,0.013679887,0.19341452],"study_design_scores_gemma":[0.0068341955,0.00079146685,0.954802,0.00044094643,0.000104512925,0.000026908474,0.0013101484,0.000135685,0.026205475,0.00040901193,0.00850195,0.00043772714],"about_ca_topic_score_codex":0.846604,"about_ca_topic_score_gemma":0.9168101,"teacher_disagreement_score":0.19297679,"about_ca_system_score_codex":0.0005436283,"about_ca_system_score_gemma":0.002750431,"threshold_uncertainty_score":0.9999706},"labels":[],"label_agreement":null},{"id":"W4407618519","doi":"10.1007/s00210-025-03887-5","title":"Most European countries will miss EU targets on antibacterial use by 2030: historical analysis of European and OECD countries, comparison of community and hospital sectors and forecast to 2040","year":2025,"lang":"en","type":"article","venue":"Naunyn-Schmiedeberg s Archives of Pharmacology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"European community; Eu countries; Business; International trade; European union","score_opus":0.009846017874785937,"score_gpt":0.264617427443014,"score_spread":0.254771409568228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407618519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992797,0.0040911958,0.00012809197,0.00056530663,0.00045022267,0.0002902157,0.0006272681,0.000020815824,0.00102989],"genre_scores_gemma":[0.99721164,0.0015160828,0.000109174274,0.00042722028,0.000022721955,0.0000015116781,0.00019952016,0.000016174685,0.00049595436],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9973623,0.0012218641,0.00070338836,0.0003271759,0.000060919556,0.0003243209],"domain_scores_gemma":[0.99809194,0.0011312041,0.00040064813,0.00021226809,0.00009799259,0.00006592618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003495906,0.00028824492,0.001016944,0.00038023913,0.00027459316,0.000014964612,0.00028655247,0.00012093063,0.000067832734],"category_scores_gemma":[0.00007701793,0.000244449,0.00008657372,0.00020797671,0.0010837377,0.00008417842,0.00034666146,0.0003975738,0.0000018861178],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00325048,0.0008577533,0.085936025,0.00032789345,0.0030815715,0.0000075955327,0.0043656477,0.000017767186,0.86952543,0.00047489116,0.030251592,0.001903324],"study_design_scores_gemma":[0.0046507954,0.0028670793,0.38987726,0.00020017018,0.0024661582,0.00000592613,0.0005564089,0.00006662602,0.3455099,0.000019117522,0.25320864,0.0005719346],"about_ca_topic_score_codex":0.00091955985,"about_ca_topic_score_gemma":0.00030215722,"teacher_disagreement_score":0.52401555,"about_ca_system_score_codex":0.00003126363,"about_ca_system_score_gemma":0.000047023408,"threshold_uncertainty_score":0.9968341},"labels":[],"label_agreement":null},{"id":"W4407719720","doi":"10.3389/fpubh.2025.1475207","title":"Determining the impact of the COVID-19 pandemic on the consumption of antibiotics in Shaanxi province, China: an interrupted time-series analysis","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Pandemic; Interrupted Time Series Analysis; China; Coronavirus disease 2019 (COVID-19); Consumption (sociology); Interrupted time series; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Time series; Environmental health; Geography; Medicine; Virology; Outbreak; Computer science; Statistics; Psychological intervention; Infectious disease (medical specialty); Sociology","score_opus":0.03732643576374905,"score_gpt":0.33081785450270274,"score_spread":0.2934914187389537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407719720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993602,0.00046892758,0.0014617372,0.0034650587,0.00027349073,0.00044794375,0.000058578367,0.00001586789,0.00020640109],"genre_scores_gemma":[0.99850416,0.00031032469,0.00005739014,0.00062485953,0.000004477692,9.094421e-7,0.000034546574,0.000005793361,0.00045753186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783987,0.0010696579,0.000507551,0.00021450597,0.000050598515,0.00031784232],"domain_scores_gemma":[0.9989122,0.00018485633,0.00035040858,0.00048968353,0.000036332112,0.000026518368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015372818,0.00013438008,0.0004365806,0.00037043085,0.00018997917,0.000013835715,0.0005137102,0.00016087595,0.0000412035],"category_scores_gemma":[0.00046890337,0.00006404384,0.00013971374,0.0009424722,0.00065144594,0.00008042394,0.000083542036,0.00039095277,0.0000015572101],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009422674,0.00015845374,0.99165744,0.00005939522,0.0003189564,2.768341e-7,0.0013129849,0.00010656239,0.00019812884,0.00045484363,0.0036761637,0.0019625982],"study_design_scores_gemma":[0.00054894167,0.00016948179,0.99658865,0.00008745582,0.000038543974,0.000001378754,0.00083047146,0.00050191744,0.00014894252,0.0001358799,0.00088099926,0.000067339504],"about_ca_topic_score_codex":0.0007838272,"about_ca_topic_score_gemma":0.0014558078,"teacher_disagreement_score":0.0049312385,"about_ca_system_score_codex":0.00029910586,"about_ca_system_score_gemma":0.0011302318,"threshold_uncertainty_score":0.2611632},"labels":[],"label_agreement":null},{"id":"W4408073040","doi":"10.1016/j.cmi.2025.02.025","title":"Patterns of outpatient antibiotic prescribing in older adults by social determinants of healthcare access: a population-based retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; Toronto Public Health; University Health Network; Ottawa Public Health; Ottawa Hospital; University of Ottawa; Regional Municipality of Waterloo; Sunnybrook Health Science Centre; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Retrospective cohort study; Medicine; Health care; Cohort; Family medicine; Cohort study; Gerontology; Population; Environmental health; Internal medicine","score_opus":0.017406432653934843,"score_gpt":0.3380879588542871,"score_spread":0.3206815262003523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408073040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790204,0.0003894349,0.000067272624,0.00006147435,0.0006746325,0.0007883876,0.00008740731,0.000014860478,0.000014509643],"genre_scores_gemma":[0.9996248,0.0000950467,0.0000031051015,0.00008907243,0.00001058836,0.0000057345233,0.00012097248,0.000005933084,0.000044774173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979511,0.00057486026,0.0008759258,0.00039647534,0.000013589329,0.00018805974],"domain_scores_gemma":[0.99912184,0.00021117518,0.0004007004,0.00014311474,0.00011263763,0.000010530132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890163,0.00013759948,0.00063562935,0.00014068822,0.000109770706,0.0000039065408,0.00009229378,0.00049907184,0.000020859643],"category_scores_gemma":[0.00018154908,0.00011981919,0.000090789246,0.00016033037,0.00017803951,0.000054145185,0.000073729556,0.00032898996,0.0000014768766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042313602,0.0013797022,0.99357194,0.00021528931,0.00009236268,5.354055e-7,0.00015694999,6.056254e-7,0.002662542,0.0000201663,0.0000962259,0.0013805674],"study_design_scores_gemma":[0.0024690675,0.00073305645,0.9903539,0.00045658828,0.000059875176,0.0000011173902,0.000113054324,0.0000050224703,0.0056838654,0.000012898848,0.000015558251,0.00009601224],"about_ca_topic_score_codex":0.0037859988,"about_ca_topic_score_gemma":0.0028607748,"teacher_disagreement_score":0.0032180334,"about_ca_system_score_codex":0.000046121902,"about_ca_system_score_gemma":0.00004846938,"threshold_uncertainty_score":0.5723323},"labels":[],"label_agreement":null},{"id":"W4408099378","doi":"10.1186/s12879-025-10608-z","title":"Model-based cost-impact analysis of a diagnostic test for patients with community-acquired pneumonia in Canada","year":2025,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medical microbiology; Pneumonia; Test (biology); Medicine; Parasitology; Tropical medicine; Community-acquired pneumonia; Intensive care medicine; Family medicine; Internal medicine; Pathology; Immunology; Biology","score_opus":0.006931210295196978,"score_gpt":0.23664289358395166,"score_spread":0.2297116832887547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408099378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952762,0.0003659018,0.0022571117,0.00000768412,0.000064243264,0.0005083221,0.001423048,0.0000207691,0.000076678654],"genre_scores_gemma":[0.9990651,0.000009933503,0.000012673113,0.00010438274,0.0000014811554,0.000051241575,0.00069516373,0.000008428535,0.000051618073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992365,0.00013575889,0.00023017469,0.00014137858,0.000031273983,0.00022491331],"domain_scores_gemma":[0.9961615,0.0032881296,0.00011398275,0.0002842291,0.00012808102,0.000024027722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048959886,0.00014269195,0.00038369998,0.00024813414,0.00015909957,0.000006200299,0.00012448149,0.000060675073,0.000020865871],"category_scores_gemma":[0.0008484441,0.000111281406,0.00012322825,0.0005902243,0.000110117515,0.000029944762,0.000022855194,0.00007793591,8.779648e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002752309,0.0010188542,0.969771,0.0001484311,0.0005601638,6.4738344e-7,0.000025095856,0.027687186,0.00014879151,0.00001891026,0.0001731693,0.0001725163],"study_design_scores_gemma":[0.0024438493,0.00020630649,0.99270296,0.00014731745,0.0011233147,8.397539e-8,0.000055224675,0.002946282,0.00019338659,0.000030091891,0.000025442072,0.00012575832],"about_ca_topic_score_codex":0.33173013,"about_ca_topic_score_gemma":0.91312784,"teacher_disagreement_score":0.5813977,"about_ca_system_score_codex":0.00025985407,"about_ca_system_score_gemma":0.0015017219,"threshold_uncertainty_score":0.67271996},"labels":[],"label_agreement":null},{"id":"W4408142427","doi":"10.1093/jacamr/dlae216","title":"Do policies that allow access to unregistered antimicrobials address the unmet need? Australia as a case study of a high-income country with universal healthcare","year":2024,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Department of Health and Aged Care, Australian Government; Australian Government","keywords":"Universal design; Business; Health care; Economic growth; Economics; Computer science","score_opus":0.0405509033197145,"score_gpt":0.3251502199235795,"score_spread":0.284599316603865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408142427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902109,0.0017019082,0.00009303882,0.0037888645,0.0012142375,0.0017801546,0.00079004443,0.00017222756,0.00024861295],"genre_scores_gemma":[0.9867248,0.0002035185,0.00013118496,0.00074253656,0.00010342049,0.000020138821,0.00005166682,0.00008543374,0.011937305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9964814,0.0005695005,0.0007444026,0.0010450078,0.00021425886,0.0009454406],"domain_scores_gemma":[0.9976467,0.0003920167,0.00037999608,0.0012153564,0.00025753968,0.00010839361],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004566663,0.0006177269,0.0009960965,0.0003741794,0.0006343974,0.0003863213,0.0012394937,0.0003731907,0.00020075559],"category_scores_gemma":[0.000057716265,0.00042444942,0.00018000597,0.0012997013,0.00076097774,0.0003709154,0.0003669515,0.00068314746,0.00013421905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016420174,0.0031394635,0.04070503,0.007098379,0.007588802,0.025878655,0.051363155,0.0005955589,0.49040237,0.018337231,0.33784708,0.0006240928],"study_design_scores_gemma":[0.020669388,0.006310176,0.088000394,0.023989186,0.0044558137,0.018404642,0.089729324,0.0000060392927,0.5136616,0.0003076786,0.22752915,0.006936583],"about_ca_topic_score_codex":0.029298445,"about_ca_topic_score_gemma":0.037142165,"teacher_disagreement_score":0.11031792,"about_ca_system_score_codex":0.00018416959,"about_ca_system_score_gemma":0.00041521413,"threshold_uncertainty_score":0.9998207},"labels":[],"label_agreement":null},{"id":"W4408296971","doi":"10.1093/jacamr/dlae208","title":"The social burden of antimicrobial resistance: what is it, how can we measure it, and why does it matter?","year":2025,"lang":"en","type":"review","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Institute for Health and Care Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Department of Health and Social Care","keywords":"Documentation; Public relations; Psychological intervention; Grand Challenges; Political science; Community engagement; Sociology; Medicine; Computer science","score_opus":0.017831276015562572,"score_gpt":0.2776796834142816,"score_spread":0.25984840739871906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408296971","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053304964,0.9252977,0.000051561852,0.06565732,0.002993829,0.0016463309,0.0020618322,0.00007677265,0.0021614016],"genre_scores_gemma":[0.0002435367,0.7932958,0.00019855672,0.0023352525,0.0003667548,0.000037678896,0.00023213374,0.0001339027,0.20315638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927895,0.0012945605,0.0020245365,0.0019515399,0.0003101365,0.0016297197],"domain_scores_gemma":[0.9944089,0.0012493049,0.0020826848,0.001633793,0.00052521186,0.00010009581],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008071183,0.0016189285,0.0041886927,0.0004035585,0.0021246662,0.00067907525,0.0021253675,0.0021515721,0.0002749733],"category_scores_gemma":[0.00023812696,0.0010904429,0.001462719,0.00095700286,0.0025918118,0.00037166997,0.0006088749,0.001781189,0.0001278473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005232213,0.0001039591,0.000004837417,0.03810565,0.001626847,0.00003608273,0.0018932713,1.3040818e-7,0.003799838,0.00028013327,0.92958885,0.024037194],"study_design_scores_gemma":[0.00095087505,0.000021738748,0.0000048236266,0.07001346,0.0016878403,0.000034275356,0.0013886862,5.1724175e-8,0.0020589626,0.000047983583,0.9226765,0.0011147729],"about_ca_topic_score_codex":0.00016386168,"about_ca_topic_score_gemma":0.004766691,"teacher_disagreement_score":0.20099498,"about_ca_system_score_codex":0.00027290033,"about_ca_system_score_gemma":0.0012909906,"threshold_uncertainty_score":0.99965584},"labels":[],"label_agreement":null},{"id":"W4408398906","doi":"10.22374/cjgim.v18i1.659","title":"Impact of Substance Use Disorder on Healthcare Utilization in Patients Admitted with Severe Infections: A Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"NOSM University","funders":"","keywords":"Medicine; Retrospective cohort study; Health care; Substance use; Intensive care medicine; Emergency medicine; Psychiatry; Internal medicine; Economic growth","score_opus":0.02439984134451039,"score_gpt":0.293080514166559,"score_spread":0.2686806728220486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408398906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99858916,0.00042178985,0.00003192383,0.0002166131,0.00047301644,0.00018788152,0.000031882788,0.000004459705,0.000043292082],"genre_scores_gemma":[0.99910194,0.00008701334,0.0000043494247,0.00006301285,0.000044135068,9.270728e-7,0.000020270145,0.000011609377,0.0006667343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907154,0.00013388951,0.00038391643,0.00012070542,0.00007145541,0.00021848752],"domain_scores_gemma":[0.99911416,0.000036766636,0.00027346538,0.00011144767,0.00037089275,0.000093283066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015543541,0.00011862332,0.00031996088,0.0005530249,0.00006370479,0.000004628864,0.000111631285,0.00007202011,0.000114890296],"category_scores_gemma":[0.00014500851,0.000075060896,0.00004833045,0.0005244784,0.00013271476,0.00008652019,0.0000035662736,0.00031622025,0.0000056134545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005189776,0.00012766296,0.99525076,0.0000083862815,0.00019667835,0.00007523524,0.0019073635,0.00012858144,0.0002217915,0.000021981648,0.0012601241,0.00028243498],"study_design_scores_gemma":[0.0031001098,0.008327514,0.986986,0.0007027982,0.00002442454,0.00003633945,0.00055855146,0.000004063513,0.000075916054,0.000024020508,0.000090429254,0.000069869704],"about_ca_topic_score_codex":0.045636754,"about_ca_topic_score_gemma":0.22814721,"teacher_disagreement_score":0.18251045,"about_ca_system_score_codex":0.0002717207,"about_ca_system_score_gemma":0.0002760687,"threshold_uncertainty_score":0.96071845},"labels":[],"label_agreement":null},{"id":"W4408634463","doi":"10.1017/ash.2025.53","title":"Resourcing for hospital antibiotic stewardship programs is associated with higher participation in antimicrobial use tracking: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Cross-sectional study; Antibiotics; Antimicrobial; Tracking (education); Medicine; Antibiotic Stewardship; Cross infection; Intensive care medicine; Antibiotic resistance; Environmental health; Microbiology; Psychology; Biology; Pathology","score_opus":0.07651545968509325,"score_gpt":0.3676301843167529,"score_spread":0.2911147246316596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408634463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879081,0.000629716,0.0005865371,0.0043182718,0.0024836643,0.0035475763,0.0002273256,0.00024799202,0.000050785602],"genre_scores_gemma":[0.9934947,0.000052196414,0.00033948352,0.0033555152,0.00012290891,0.00008430954,0.0006817807,0.0000846257,0.001784493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99145776,0.00255998,0.0021491905,0.0017183841,0.00011115754,0.0020035207],"domain_scores_gemma":[0.9951379,0.0024927582,0.00089768984,0.00069113594,0.0006685097,0.00011202093],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0036130042,0.0007207266,0.0017711162,0.00049302704,0.00083713833,0.00011230141,0.0005425575,0.0014025994,0.00004237883],"category_scores_gemma":[0.0019704336,0.0006377543,0.00037425454,0.00094415154,0.00080120785,0.00033953477,0.00016886032,0.0011809103,0.000039500595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018955356,0.0030710904,0.98616165,0.00035658904,0.0006491536,0.00003556021,0.0009595391,0.00006684986,0.0030690753,0.00072980404,0.0021966838,0.00080846006],"study_design_scores_gemma":[0.006025198,0.0022101405,0.98471916,0.0009570238,0.0001612651,0.000018407318,0.00021625558,0.000017429305,0.0036625925,0.00014299309,0.0012049192,0.00066462596],"about_ca_topic_score_codex":0.0041443408,"about_ca_topic_score_gemma":0.004774506,"teacher_disagreement_score":0.005586556,"about_ca_system_score_codex":0.0004683644,"about_ca_system_score_gemma":0.00052210223,"threshold_uncertainty_score":0.9998938},"labels":[],"label_agreement":null},{"id":"W4408634661","doi":"10.1016/j.prevetmed.2025.106515","title":"Efficacy of continuous education and determinants of antimicrobials prescription behavior in companion animal veterinarians from Quebec, Canada","year":2025,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Companion animal; Medical prescription; Medicine; Veterinary medicine; Family medicine; Antimicrobial; Pharmacology; Biology; Microbiology","score_opus":0.013308015666427716,"score_gpt":0.2858123193614475,"score_spread":0.2725043036950198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408634661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942614,0.0043664495,0.000037152695,0.00010042268,0.0007054233,0.00040278523,0.00004505169,0.000006550298,0.00007476976],"genre_scores_gemma":[0.9987213,0.0001698946,0.000061232546,0.00003202004,0.00001476899,0.0000080019645,0.00007374519,0.0000062071745,0.0009128518],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988834,0.00023249876,0.00048025648,0.00022826841,0.000033509128,0.00014206729],"domain_scores_gemma":[0.999387,0.000140847,0.00023072412,0.00016464718,0.0000635921,0.000013157491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013169061,0.00013158588,0.00047249743,0.00012695273,0.000037804206,0.0000017861867,0.0001176806,0.00010211079,0.00007450729],"category_scores_gemma":[0.00006871037,0.00011565632,0.000029129713,0.00011363242,0.0002882117,0.000052490817,0.00007310282,0.00009959208,6.422319e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074795017,0.0003884839,0.10573818,0.00017141619,0.000048399517,0.000014039543,0.00043681313,1.0947031e-7,0.88760036,0.000019709712,0.0003783383,0.0044561955],"study_design_scores_gemma":[0.0017344693,0.00054464233,0.90504587,0.001683611,0.00010932556,0.00001952614,0.0007539759,0.0000011878302,0.08914954,0.000012439422,0.00085947156,0.000085916094],"about_ca_topic_score_codex":0.42787418,"about_ca_topic_score_gemma":0.11672267,"teacher_disagreement_score":0.7993077,"about_ca_system_score_codex":0.000051007493,"about_ca_system_score_gemma":0.00025164583,"threshold_uncertainty_score":0.8993948},"labels":[],"label_agreement":null},{"id":"W4408694076","doi":"10.1001/jamanetworkopen.2025.1421","title":"Seven vs Fourteen Days of Antibiotics for Gram-Negative Bloodstream Infection","year":2025,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; McGill University Health Centre; Sinai Health System; University of Toronto; McGill University","funders":"","keywords":"Medicine; Data extraction; Meta-analysis; Randomized controlled trial; Relative risk; Protocol (science); MEDLINE; Confidence interval; Internal medicine; Antibiotics; Pediatrics; Intensive care medicine; Alternative medicine","score_opus":0.03235606535642048,"score_gpt":0.3342540481449538,"score_spread":0.3018979827885333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408694076","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024392164,0.9874187,0.0005648039,0.00008394953,0.001576332,0.0032925636,0.000439582,0.000041499523,0.0065581603],"genre_scores_gemma":[0.00046104597,0.98374295,0.00096164015,0.00007241847,0.00029196122,0.000014464479,0.0010035418,0.000046927016,0.013405031],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975193,0.0005248448,0.0008575673,0.00055884785,0.000039059705,0.00050038495],"domain_scores_gemma":[0.99700433,0.0012820518,0.00094345893,0.0005874728,0.00015692688,0.00002576508],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000690881,0.00046246476,0.002367509,0.00011886982,0.00026871037,0.00006671349,0.00087580347,0.0012574897,0.00010915639],"category_scores_gemma":[0.0002506454,0.00036181416,0.0005817641,0.00049686525,0.00020253274,0.00011356366,0.00055969146,0.0005670139,0.000073685645],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035340062,0.00035469374,0.00034656987,0.02826465,0.004380316,0.00000627113,0.0001135335,0.000019629222,0.000004284837,0.005434788,0.145897,0.8148249],"study_design_scores_gemma":[0.0009993627,0.00025852423,0.00012155538,0.03688478,0.0020771245,0.00001526037,0.000020193516,0.0000017632378,0.0000945145,0.0004360663,0.9587197,0.00037116656],"about_ca_topic_score_codex":0.00027480363,"about_ca_topic_score_gemma":0.00015283284,"teacher_disagreement_score":0.8144537,"about_ca_system_score_codex":0.000057714828,"about_ca_system_score_gemma":0.0005334052,"threshold_uncertainty_score":0.99988335},"labels":[],"label_agreement":null},{"id":"W4408956957","doi":"10.1093/jacamr/dlaf037","title":"The impact of the COVID-19 pandemic on antimicrobial usage: an international patient-level cohort study","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Wellcome Trust","keywords":"Medicine; Azithromycin; Medical prescription; Internal medicine; Retrospective cohort study; Pandemic; Pneumonia; Moxifloxacin; Cohort study; Antimicrobial; Coronavirus disease 2019 (COVID-19); Antibiotics","score_opus":0.024992618522992973,"score_gpt":0.3189273597117526,"score_spread":0.2939347411887597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408956957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991813,0.00025796297,0.00013411419,0.00097375084,0.0022984107,0.0012363889,0.0003773031,0.000062474384,0.0028466014],"genre_scores_gemma":[0.98426956,0.00023997879,0.00004475877,0.0011082281,0.000048736674,0.00001513458,0.00005965385,0.000025155865,0.014188771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970912,0.00073404826,0.00077025825,0.0006946459,0.00015119195,0.0005586567],"domain_scores_gemma":[0.99749064,0.00050948246,0.0005090106,0.001222312,0.00021480546,0.000053773387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007119096,0.00038197075,0.0005014314,0.00013986294,0.001105455,0.00008305888,0.0015381515,0.00027778102,0.00014986309],"category_scores_gemma":[0.0006866017,0.00022065786,0.00039414395,0.00048436417,0.0008758231,0.00011282667,0.00027446204,0.0006020462,0.0000366907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024746018,0.0010838454,0.6980299,0.00004782204,0.0010247119,0.0000085661795,0.0005768457,0.00016572673,0.2323203,0.00065730413,0.063110925,0.0004994931],"study_design_scores_gemma":[0.0028501356,0.0002888892,0.9340984,0.0002686464,0.00015170472,0.000027397866,0.00024269451,0.0000047742496,0.02342644,0.00011742264,0.038117513,0.00040598147],"about_ca_topic_score_codex":0.0009840407,"about_ca_topic_score_gemma":0.0026102094,"teacher_disagreement_score":0.23606853,"about_ca_system_score_codex":0.00037756757,"about_ca_system_score_gemma":0.00061365677,"threshold_uncertainty_score":0.89981663},"labels":[],"label_agreement":null},{"id":"W4409106449","doi":"10.3390/antibiotics14040367","title":"In Vitro and In Vivo Antibacterial and Antibiofilm Activity of Zinc Sulfate (ZnSO4) and Carvacrol (CV) Alone and in Combination with Antibiotics Against Pseudomonas aeruginosa","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Ahvaz Jundishapur University of Medical Sciences","keywords":"Minimum bactericidal concentration; Minimum inhibitory concentration; Pseudomonas aeruginosa; Antagonism; Microbiology; Chemistry; Antibiotics; Ciprofloxacin; In vivo; Biofilm; Antibacterial activity; Tobramycin; Carvacrol; Antimicrobial; Pharmacology; Bacteria; Biology; Biochemistry; Receptor; Gentamicin; Biotechnology","score_opus":0.005182403200525396,"score_gpt":0.22043231161498214,"score_spread":0.21524990841445674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409106449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969939,0.0015489198,0.00004715008,0.00039945237,0.00021749586,0.0004847549,0.0001036864,0.000018427665,0.00018622335],"genre_scores_gemma":[0.99410826,0.005238258,0.00031059742,0.000100410536,0.00001030932,9.104566e-8,0.00002318813,0.00002059774,0.00018827493],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99818677,0.0002065893,0.00048685665,0.0005920358,0.00006259546,0.00046516347],"domain_scores_gemma":[0.9992564,0.00020787165,0.00019212381,0.00024716186,0.000058447094,0.000038051337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003835742,0.00034107146,0.0008083791,0.0004865617,0.000106640015,0.000042040963,0.00010792957,0.0004557884,0.0000035597516],"category_scores_gemma":[0.000060046365,0.00031014442,0.000026106818,0.00045992466,0.0009126912,0.00024732872,0.00018689173,0.0004072895,7.330024e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012153435,0.0002955844,0.3094902,0.00035248522,0.000055168355,0.00005344273,0.00024983392,0.0000018974525,0.68698317,0.00026730448,0.00001966199,0.0010158714],"study_design_scores_gemma":[0.004962792,0.00014102581,0.4181868,0.0004565274,0.00003630653,0.000031384057,0.00023296889,0.000113687616,0.5754781,0.000053351796,0.000067406,0.00023968481],"about_ca_topic_score_codex":0.00045401644,"about_ca_topic_score_gemma":0.0014054067,"teacher_disagreement_score":0.11150514,"about_ca_system_score_codex":0.000033358974,"about_ca_system_score_gemma":0.0000820945,"threshold_uncertainty_score":0.9999351},"labels":[],"label_agreement":null},{"id":"W4409134147","doi":"10.1371/journal.pone.0320840","title":"Telemedicine interventions for improving antibiotic stewardship and prescribing: A systematic review","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Telemedicine; Observational study; Systematic review; Guideline; MEDLINE; Antimicrobial stewardship; Meta-analysis; Confidence interval; Antibiotic Stewardship; Stewardship (theology); Family medicine; Health care; Internal medicine; Antibiotic resistance; Nursing; Antibiotics","score_opus":0.08553100661792565,"score_gpt":0.31620497510852386,"score_spread":0.2306739684905982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409134147","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000022395975,0.9919906,0.0001700833,0.000076805496,0.00017182199,0.007180568,0.00016492682,0.00007491367,0.00016802133],"genre_scores_gemma":[0.000026071824,0.98386025,0.0002331045,0.0000982592,0.000038765927,0.00018734175,0.00030585143,0.00003552988,0.01521481],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99751234,0.00036058662,0.0012235817,0.0004976174,0.000056125937,0.00034974085],"domain_scores_gemma":[0.997911,0.00071216526,0.00067371107,0.0005560852,0.00011729298,0.000029766496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006764335,0.0003974312,0.0041737133,0.00020641417,0.0001704034,0.000020705886,0.00033150276,0.0003923392,0.000041282296],"category_scores_gemma":[0.0017848819,0.00027684044,0.00064219756,0.00020848293,0.00013113322,0.000039775274,0.0001531959,0.00039435003,0.000057988997],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037374969,0.0003723028,9.3888264e-7,0.98523766,0.0021920835,0.000002392977,0.000011752087,4.4511492e-10,0.000040091953,0.00015627389,0.00051733095,0.011465421],"study_design_scores_gemma":[0.0002782516,0.00016019757,3.5666505e-7,0.9562582,0.0367437,0.00001833168,0.000020555737,2.6905946e-7,0.000042718566,0.00000758282,0.0062269433,0.0002429182],"about_ca_topic_score_codex":0.000007413256,"about_ca_topic_score_gemma":0.0000079304755,"teacher_disagreement_score":0.034551617,"about_ca_system_score_codex":0.000048282647,"about_ca_system_score_gemma":0.00016720632,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W4409344807","doi":"10.1016/j.eclinm.2025.103195","title":"Identifying heterogeneity of treatment effect for antibiotic duration in bloodstream infection: an exploratory post-hoc analysis of the BALANCE randomised clinical trial","year":2025,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; McMaster University; Centre Hospitalier de l’Université de Montréal; Health Sciences Centre; Ottawa Hospital; University of Manitoba; McGill University Health Centre; McGill University; University of Calgary; Queen's University; Alberta Health Services; Université de Sherbrooke; Toronto East General Hospital; University of Toronto; Sinai Health System; Sunnybrook Health Science Centre","funders":"Temerty Faculty of Medicine, University of Toronto; University of Toronto - School of Graduate Studies; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; University of Melbourne; Ontario Ministry of Health and Long-Term Care; Health Research Council of New Zealand; Physicians' Services Incorporated Foundation; Gilead Sciences","keywords":"Medicine; Post-hoc analysis; Post hoc; Antibiotics; Duration (music); Balance (ability); Exploratory analysis; Bloodstream infection; Clinical trial; Randomized controlled trial; Intensive care medicine; Internal medicine; Physical therapy; Microbiology; Data science","score_opus":0.04452854096132489,"score_gpt":0.39225728582170205,"score_spread":0.34772874486037714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409344807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952784,0.0011474425,0.00041849702,0.00018492903,0.0016134739,0.0012785969,0.000025889325,0.000015257683,0.0000374736],"genre_scores_gemma":[0.9988796,0.0006560578,0.000040782365,0.000098732635,0.00007290232,0.00001737471,0.000091270624,0.000006128237,0.00013712358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691474,0.0010370011,0.0014911053,0.00034589172,0.00004490176,0.00016634907],"domain_scores_gemma":[0.99660516,0.002197993,0.00056714524,0.00050170434,0.00010802536,0.000019955682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002063301,0.00015842463,0.0011779905,0.00020283587,0.00007986706,0.0000034237105,0.00016197113,0.0002897095,0.00002468482],"category_scores_gemma":[0.0013203735,0.00009122058,0.00063752604,0.0005949294,0.00040602626,0.00004736986,0.000035804573,0.0001681856,0.0000019503311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.16397038,0.0023384728,0.7843405,0.00021909903,0.005092588,0.0000020591553,0.0002478383,0.0000471159,0.036879417,0.000111329486,0.000113610935,0.0066376003],"study_design_scores_gemma":[0.3395236,0.012822957,0.5781126,0.0005452366,0.006160711,0.000001195293,0.00012977852,0.00024662158,0.062006503,0.00004263447,0.00024341582,0.00016472705],"about_ca_topic_score_codex":0.00010463114,"about_ca_topic_score_gemma":0.0011385635,"teacher_disagreement_score":0.2062279,"about_ca_system_score_codex":0.000037812413,"about_ca_system_score_gemma":0.00016493406,"threshold_uncertainty_score":0.37198672},"labels":[],"label_agreement":null},{"id":"W4409458372","doi":"10.1007/s15010-025-02525-9","title":"Identifying patients at high risk for antibiotic treatment following hospital admission: a predictive score to improve antimicrobial stewardship measures","year":2025,"lang":"en","type":"article","venue":"Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Universitätsklinikum Köln; Bundesministerium für Bildung und Forschung; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Antimicrobial stewardship; Medicine; Logistic regression; Cohort; Internal medicine; Intensive care medicine; Retrospective cohort study; Cohort study; Antibiotics; Emergency medicine; Antibiotic resistance","score_opus":0.009551551352198342,"score_gpt":0.25006878981871233,"score_spread":0.240517238466514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409458372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98574895,0.00025559202,0.0060628485,0.00009844672,0.00619583,0.0012566816,0.00012373237,0.00011399103,0.00014394659],"genre_scores_gemma":[0.9968852,0.00007922156,0.00009869686,0.00005614485,0.00007017017,0.000023506884,0.00012009668,0.000018268089,0.002648698],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987967,0.00010163762,0.00026745908,0.00045874133,0.000042982585,0.000332472],"domain_scores_gemma":[0.99941987,0.000082609644,0.00013782243,0.00021395454,0.00011205051,0.00003371239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013052823,0.00022125235,0.00029385978,0.00016267622,0.0006247918,0.000032345706,0.000079635414,0.00025626543,0.0000138639025],"category_scores_gemma":[0.00018450164,0.0001821803,0.00024392454,0.00018139186,0.000039097773,0.00010698454,0.000073420066,0.000116321324,0.00007357997],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012540672,0.0010101448,0.77799046,0.0001545388,0.0014415791,0.000004222277,0.0008698478,0.000042111198,0.1900038,0.00009058708,0.005150119,0.021988504],"study_design_scores_gemma":[0.004657011,0.0021595892,0.4603235,0.00053767813,0.00055638165,0.0000016128231,0.000059392998,0.0000058400988,0.5269283,0.000099365716,0.004380648,0.00029062835],"about_ca_topic_score_codex":0.00058214046,"about_ca_topic_score_gemma":0.00023929363,"teacher_disagreement_score":0.33692452,"about_ca_system_score_codex":0.00038074053,"about_ca_system_score_gemma":0.00007682337,"threshold_uncertainty_score":0.7429097},"labels":[],"label_agreement":null},{"id":"W4409562277","doi":"10.1093/jacamr/dlaf056","title":"Promoting real-world evidence use for antimicrobial stewardship in Latin America: evaluation of impact of a two-part educational webinar series","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Axdev Group (Canada)","funders":"","keywords":"Context (archaeology); Psychological intervention; Medical education; Thematic analysis; Medicine; Intervention (counseling); Descriptive statistics; Antimicrobial stewardship; McNemar's test; Psychology; Family medicine; Nursing; Qualitative research; Geography; Mathematics","score_opus":0.0462112493766559,"score_gpt":0.3542425403282131,"score_spread":0.30803129095155724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409562277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99491906,0.0010550317,0.0001724965,0.0010285546,0.0005950202,0.001344693,0.00034759784,0.00002773434,0.0005097867],"genre_scores_gemma":[0.9879887,0.00036430033,0.0027912913,0.00006784549,0.00005059944,0.000038172177,0.0001394146,0.000027608035,0.008532079],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970465,0.0005429046,0.0011316034,0.0006082639,0.00014029666,0.00053047924],"domain_scores_gemma":[0.99684554,0.0009223036,0.0008267952,0.00054023654,0.0008388744,0.000026235313],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011545642,0.0003281513,0.00080403156,0.00045351853,0.00018068527,0.000033187112,0.00039633168,0.0001978561,0.0001311113],"category_scores_gemma":[0.0015094343,0.00030911368,0.0003298801,0.0010492865,0.0005986525,0.00041717204,0.00009003012,0.0002634577,0.000010470337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002276855,0.000502351,0.06564886,0.0008742632,0.00028198143,0.000001062044,0.00063532835,0.00022265546,0.90876895,0.001730562,0.01860654,0.00045060006],"study_design_scores_gemma":[0.005156149,0.0003201967,0.40890557,0.01102862,0.00055949425,0.0000068424247,0.00014018362,0.00013561927,0.569869,0.0007660146,0.002425555,0.0006867658],"about_ca_topic_score_codex":0.0014169439,"about_ca_topic_score_gemma":0.004463806,"teacher_disagreement_score":0.3432567,"about_ca_system_score_codex":0.0003473624,"about_ca_system_score_gemma":0.0018259856,"threshold_uncertainty_score":0.9999361},"labels":[],"label_agreement":null},{"id":"W4409886550","doi":"10.1016/j.jgar.2025.04.006","title":"Standardizing multidrug resistance definitions and visualizations to support surveillance across One Health","year":2025,"lang":"en","type":"article","venue":"Journal of Global Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Animal and Plant Health Inspection Service","keywords":"Resistance (ecology); Multiple drug resistance; Data science; Computer science; Environmental health; Medicine; Drug resistance; Biology; Genetics","score_opus":0.01962484243669744,"score_gpt":0.3221768836723542,"score_spread":0.30255204123565677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409886550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85782117,0.03221987,0.057766758,0.037839904,0.003219471,0.0009506304,0.003652681,0.00014904288,0.0063804807],"genre_scores_gemma":[0.98662996,0.002083341,0.0046828357,0.0022024268,0.000052952582,0.0000017871478,0.00002522672,0.000016528464,0.004304935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975127,0.00024647836,0.0010694291,0.00038745804,0.00013057092,0.0006533795],"domain_scores_gemma":[0.9982773,0.00012877617,0.0006268782,0.0003023513,0.0005519942,0.00011270453],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085250195,0.0002711041,0.0007775186,0.00010431591,0.0007780642,0.000093432565,0.00038056978,0.00018076616,0.000029301462],"category_scores_gemma":[0.00038935518,0.00025901056,0.00017290933,0.00081340823,0.00036549105,0.00018379121,0.00014055875,0.00031977473,0.000029210893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053954064,0.0013240342,0.029269248,0.001784613,0.0014589063,0.00012142439,0.0017744809,0.00008994353,0.15892674,0.105748,0.69060737,0.003499868],"study_design_scores_gemma":[0.007447428,0.000560674,0.34382784,0.0068430747,0.00016427218,0.00020565202,0.0013907936,0.0000010961196,0.020712266,0.002299708,0.6154332,0.0011139546],"about_ca_topic_score_codex":0.00005857628,"about_ca_topic_score_gemma":0.005013751,"teacher_disagreement_score":0.3145586,"about_ca_system_score_codex":0.00035150637,"about_ca_system_score_gemma":0.0006756765,"threshold_uncertainty_score":0.99998623},"labels":[],"label_agreement":null},{"id":"W4409905996","doi":"10.3138/jammi-2024-0001","title":"Candidemia treatment is improved by infectious disease consultation: A population-based cohort study","year":2024,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Alberta Health Services; Government of Newfoundland and Labrador; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Cohort; Infectious disease (medical specialty); Cohort study; Population; Disease; Intensive care medicine; Pediatrics; Internal medicine; Environmental health","score_opus":0.002470596383341975,"score_gpt":0.2196907184042485,"score_spread":0.21722012202090651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409905996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866893,0.0057460214,0.000031213553,0.004911182,0.0018662512,0.00035471452,0.0003557679,0.00001459843,0.000030904153],"genre_scores_gemma":[0.99774534,0.0002709542,7.065982e-7,0.0010136571,0.00006446809,0.0000067946457,0.00006299152,0.0000093809185,0.0008257067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985038,0.00043107965,0.00055483123,0.0001897229,0.00012457969,0.00019598842],"domain_scores_gemma":[0.99841136,0.00063034735,0.00050412887,0.00013268102,0.00018470273,0.00013678352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052295194,0.00016125206,0.00037440742,0.00007060593,0.00021151395,0.000016894337,0.00014132047,0.00020256465,0.0002618501],"category_scores_gemma":[0.00095291936,0.00010222777,0.00014962468,0.00015755653,0.000107314845,0.00004722061,0.00002657962,0.0003195203,0.000002027752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014661827,0.00030172535,0.9600422,0.000058987356,0.0011585384,0.000020732241,0.00009149299,0.000011641618,0.0015910048,0.000036933405,0.03601038,0.00052979507],"study_design_scores_gemma":[0.0048684883,0.0004737344,0.9552053,0.00030439207,0.0014733342,0.00005211785,0.00013533371,0.000089919384,0.0007844208,0.00010901075,0.03624998,0.00025392065],"about_ca_topic_score_codex":0.05442812,"about_ca_topic_score_gemma":0.07427167,"teacher_disagreement_score":0.019843554,"about_ca_system_score_codex":0.00075460173,"about_ca_system_score_gemma":0.002595241,"threshold_uncertainty_score":0.95186853},"labels":[],"label_agreement":null},{"id":"W4409986399","doi":"10.1016/s1473-3099(25)00108-2","title":"Estimated undertreatment of carbapenem-resistant Gram-negative bacterial infections in eight low-income and middle-income countries: a modelling study","year":2025,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Gram; Low income; Gram-negative bacterial infections; Carbapenem; Microbiology; Medicine; Biology; Economics; Antibiotics; Bacteria; Socioeconomics; Genetics","score_opus":0.015486101412630767,"score_gpt":0.2633946646856455,"score_spread":0.24790856327301472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409986399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953283,0.0025391101,0.00016286064,0.00009125015,0.0003769333,0.0006959758,0.0001694265,0.000095159805,0.0005410046],"genre_scores_gemma":[0.9990442,0.00059852697,0.0000089136,0.000041479347,0.00002784758,0.000048890408,0.000022566097,0.000011615247,0.00019600983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875027,0.0002772038,0.00035364903,0.00027590228,0.00004484253,0.00029811924],"domain_scores_gemma":[0.99890804,0.00052141,0.00013953999,0.00033487263,0.00007468876,0.000021472522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013935026,0.00021627979,0.0005437822,0.00015445221,0.00030860055,0.000031971424,0.00013885958,0.00010017801,0.000056493456],"category_scores_gemma":[0.00007104917,0.00014699745,0.000068653186,0.00032597335,0.0003540028,0.00006828804,0.00009117103,0.00016407303,0.000012339109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001397248,0.0016764025,0.98800915,0.00048458422,0.001145848,0.000020363976,0.0013294193,0.0015587601,0.0010952184,0.003187985,0.000032896056,0.00006213669],"study_design_scores_gemma":[0.015096595,0.0013705981,0.96446395,0.0032253617,0.0011977891,0.000021951413,0.0016386902,0.0005070684,0.003800848,0.00786316,0.00023309502,0.00058092125],"about_ca_topic_score_codex":0.0018437789,"about_ca_topic_score_gemma":0.002259014,"teacher_disagreement_score":0.023545215,"about_ca_system_score_codex":0.00010886383,"about_ca_system_score_gemma":0.00013167519,"threshold_uncertainty_score":0.5994382},"labels":[],"label_agreement":null},{"id":"W4410154857","doi":"10.1186/s12879-025-11068-1","title":"Non-inferiority stepped wedge cluster randomized controlled trial on all-oral shorter regimens for rifampicin resistant/multidrug-resistant TB in Pakistan – a study protocol","year":2025,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"UNICEF; TDR; World Health Organization","keywords":"Medicine; Rifampicin; Medical microbiology; Randomized controlled trial; Internal medicine; Parasitology; Protocol (science); Tuberculosis; Virology; Alternative medicine; Pathology","score_opus":0.012722793338229283,"score_gpt":0.33930511429087934,"score_spread":0.32658232095265005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410154857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62886244,0.0001850562,0.00081988855,0.00010296053,0.0011665694,0.3661562,0.00013068579,0.00020251519,0.0023736951],"genre_scores_gemma":[0.83984387,0.000006584005,0.000025660647,0.00031676344,0.000084193314,0.15441747,0.000083697225,0.00003914673,0.005182649],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9949008,0.0018186474,0.0015301502,0.00087765645,0.00013184002,0.00074087724],"domain_scores_gemma":[0.9962032,0.0023577984,0.00046466634,0.0007107514,0.00019128082,0.000072327326],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013939613,0.0006127262,0.0025596577,0.00044954795,0.00041514207,0.000098763,0.0002924709,0.00036751284,0.00010449746],"category_scores_gemma":[0.00077933265,0.0004363157,0.0009201963,0.00029906182,0.00036134632,0.000101884245,0.00010232013,0.0003687755,0.000046316698],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9711485,0.006109026,0.015560804,0.00030348945,0.0013509826,0.000020140142,0.0002653468,0.000018389079,0.0017994932,0.000685738,0.0026822914,0.000055836095],"study_design_scores_gemma":[0.9817001,0.0020348202,0.010805949,0.00033720746,0.0011076643,0.0000010383305,0.00049568544,0.000085109,0.000250591,0.00032785177,0.0023663368,0.00048764318],"about_ca_topic_score_codex":0.0004689915,"about_ca_topic_score_gemma":0.004722387,"teacher_disagreement_score":0.21173874,"about_ca_system_score_codex":0.00024466263,"about_ca_system_score_gemma":0.00051410584,"threshold_uncertainty_score":0.99980885},"labels":[],"label_agreement":null},{"id":"W4410271439","doi":"10.1164/ajrccm.2025.211.abstracts.a3111","title":"Effect of a Comprehensive Antibiotic Stewardship Programme on Antibiotic Prescribing for Acute Respiratory Infections in China's Rural Primary Care Facilities: A Cluster-randomised Controlled Trial","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Antibiotic Stewardship; Antibiotics; Stewardship (theology); China; Intensive care medicine; Antimicrobial stewardship; Primary care; Cluster (spacecraft); Family medicine; Antibiotic resistance","score_opus":0.010982096114297084,"score_gpt":0.3025718064719734,"score_spread":0.29158971035767633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410271439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97705007,0.018814718,0.0002223409,0.00024739077,0.00089959276,0.0023705927,0.00004876518,0.000018868883,0.00032767336],"genre_scores_gemma":[0.9991489,0.00009015232,0.000028884631,0.0005300594,0.000120178294,0.000021339152,0.000011368272,0.000016898513,0.00003223669],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964452,0.0014971443,0.0011483979,0.0002974689,0.0001481494,0.00046366578],"domain_scores_gemma":[0.9947961,0.0039325194,0.00042411592,0.00024376283,0.00050976,0.00009375982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009249791,0.00034108467,0.0020415522,0.000517,0.00021127277,0.000015524194,0.00019809966,0.00019850898,0.000008094437],"category_scores_gemma":[0.0016128834,0.00022646794,0.00036340192,0.00033561786,0.0022638442,0.000085048254,0.000046266727,0.0006193907,7.1935716e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8645519,0.0005970239,0.008394885,0.0052478714,0.0015536952,0.00010964011,0.005035991,0.0000149543375,0.06034177,0.0005031536,0.00019871711,0.053450413],"study_design_scores_gemma":[0.8062646,0.1262448,0.003973835,0.0062349276,0.0022877015,0.000054501354,0.034202177,0.000002250761,0.018210288,0.000027552811,0.0020931335,0.00040425986],"about_ca_topic_score_codex":0.000042289175,"about_ca_topic_score_gemma":0.000014966595,"teacher_disagreement_score":0.12564777,"about_ca_system_score_codex":0.00012561784,"about_ca_system_score_gemma":0.00033592392,"threshold_uncertainty_score":0.9235094},"labels":[],"label_agreement":null},{"id":"W4410271881","doi":"10.1164/ajrccm.2025.211.abstracts.a3701","title":"The Impact of Time to Appropriate Antibiotic Therapy in Pneumonia Septic Shock","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Septic shock; Antibiotic therapy; Pneumonia; Intensive care medicine; Antibiotics; Shock (circulatory); Ventilator-associated pneumonia; Sepsis; Internal medicine; Microbiology","score_opus":0.007903286316463712,"score_gpt":0.3021201859926415,"score_spread":0.2942168996761778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410271881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742904,0.023407612,0.000076561715,0.0014449164,0.00013340161,0.000090834954,0.0000031827406,0.0000038024837,0.00054932194],"genre_scores_gemma":[0.9989512,0.00032933944,0.0000185445,0.0005491899,0.000035894074,3.7075918e-7,4.1483412e-7,0.0000060803377,0.00010894478],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99884427,0.00028887062,0.00045462215,0.00012442487,0.000059642633,0.00022818129],"domain_scores_gemma":[0.9988694,0.0005745824,0.00012325514,0.00015598143,0.00022450394,0.00005227008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046230882,0.00012466585,0.0004956238,0.00016429542,0.00009901689,0.0000060358743,0.00018778194,0.000058730602,0.000057300298],"category_scores_gemma":[0.0004483126,0.00006350978,0.00009237496,0.00033682564,0.0015059736,0.000030169569,0.00002883211,0.000294911,0.000008566836],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022659292,0.00017079664,0.05798005,0.00010345011,0.00036691662,0.00008377192,0.0020160452,0.000012111804,0.71053463,0.00052821124,0.0009915872,0.2249465],"study_design_scores_gemma":[0.00902945,0.06386921,0.80356103,0.004766931,0.00041836186,0.00029762345,0.03139224,0.0000077047725,0.06591458,0.0010370075,0.01900288,0.0007029719],"about_ca_topic_score_codex":0.000050495313,"about_ca_topic_score_gemma":0.0000057754064,"teacher_disagreement_score":0.745581,"about_ca_system_score_codex":0.00003468917,"about_ca_system_score_gemma":0.0001511151,"threshold_uncertainty_score":0.5548823},"labels":[],"label_agreement":null},{"id":"W4410312105","doi":"10.1093/cid/ciaf213","title":"The Burden of Antimicrobial Resistant Bacteremia in Ontario: A Population-Wide Analysis of Attributable Mortality From 110 Pathogen-Antibiotic Combinations","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre; University of Toronto; Toronto General Hospital; University of Ottawa; Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Bacteremia; Antibiotic resistance; Antibiotics; Hazard ratio; Population; Antimicrobial; Internal medicine; Drug resistance; Cohort; Microbiology; Confidence interval; Environmental health; Biology","score_opus":0.019276574082260016,"score_gpt":0.3112383291360782,"score_spread":0.29196175505381816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410312105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971758,0.00084998336,0.000081809,0.0001251394,0.00054074585,0.00022313245,0.00064216094,0.000025407047,0.00033583425],"genre_scores_gemma":[0.99846154,0.00016021437,0.0000054247416,0.00006044896,0.000010931615,0.0000021575165,0.0007071359,0.000006053085,0.0005860759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780804,0.0004409881,0.0011467462,0.00032901234,0.000050195486,0.00022502906],"domain_scores_gemma":[0.9967424,0.0021461074,0.00041889955,0.000511038,0.00015474421,0.00002675784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037635316,0.00014607518,0.00078903907,0.00018925394,0.0001954989,0.000016898477,0.00022987477,0.00023873661,0.00015369426],"category_scores_gemma":[0.0009877181,0.00011143916,0.00046360807,0.00073634344,0.0004756922,0.000050515977,0.000099855744,0.00027686585,0.000007912629],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012857714,0.0008717613,0.989205,0.000029097353,0.002380084,0.0000028499512,0.00004904157,0.00019002838,0.0055472604,0.0008954416,0.00058109075,0.00011979289],"study_design_scores_gemma":[0.0011082183,0.0000535635,0.9944696,0.0001537768,0.0021781153,8.117462e-8,0.00006623796,0.00002488664,0.0006861106,0.0007034575,0.0004513448,0.00010463855],"about_ca_topic_score_codex":0.13086726,"about_ca_topic_score_gemma":0.22744282,"teacher_disagreement_score":0.09657555,"about_ca_system_score_codex":0.00008853864,"about_ca_system_score_gemma":0.00028444058,"threshold_uncertainty_score":0.87492037},"labels":[],"label_agreement":null},{"id":"W4410344388","doi":"10.1186/s13756-025-01562-1","title":"Global knowledge, attitudes, and practices towards antimicrobial resistance among healthcare workers: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Meta-analysis; Medicine; Health care; Medical microbiology; Antibiotic resistance; Systematic review; Resistance (ecology); Antimicrobial drug; MEDLINE; Family medicine; Antimicrobial; Internal medicine; Immunology; Microbiology; Biology; Political science; Antibiotics","score_opus":0.030975946307291415,"score_gpt":0.3525502512689585,"score_spread":0.3215743049616671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410344388","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023241726,0.99268585,0.0002627761,0.001078905,0.00032683977,0.0038187015,0.0010330864,0.00012837676,0.00064220116],"genre_scores_gemma":[0.0034867777,0.9811696,0.00006883553,0.0011164963,0.00005391924,0.00020014912,0.00021221992,0.0000454897,0.013646537],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99344337,0.0020491062,0.0019702238,0.0016512859,0.00011301318,0.0007730109],"domain_scores_gemma":[0.9949493,0.0007634772,0.002856339,0.0008917322,0.0004094986,0.00012968357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012942185,0.001200416,0.009724408,0.000472814,0.0008443635,0.00029615648,0.00035672254,0.0011307723,0.00006222078],"category_scores_gemma":[0.00073682243,0.0009018717,0.0017511812,0.0016380337,0.00077470695,0.00041610195,0.00022019896,0.00079204375,0.000027830307],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009302801,0.0001440604,0.00034403833,0.8861695,0.09767953,0.00001665387,0.000029529157,1.3329642e-7,0.000003828992,0.00029110184,0.014516441,0.00071218604],"study_design_scores_gemma":[0.00086356705,0.000051029336,0.00035437255,0.14917547,0.6864673,0.00007423803,0.000012751058,1.8887353e-7,0.0000037628802,0.000010141445,0.16201457,0.00097260234],"about_ca_topic_score_codex":0.00071928947,"about_ca_topic_score_gemma":0.015984027,"teacher_disagreement_score":0.73699397,"about_ca_system_score_codex":0.00017230635,"about_ca_system_score_gemma":0.0005973251,"threshold_uncertainty_score":0.9993432},"labels":[],"label_agreement":null},{"id":"W4410380154","doi":"10.3389/fitd.2025.1569076","title":"Patient knowledge, attitudes and behaviors related to antimicrobial use in South African primary healthcare settings: development and testing of the CAMUS and its implications","year":2025,"lang":"en","type":"article","venue":"Frontiers in Tropical Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Research Foundation","keywords":"Health care; Primary health care; Medicine; Psychology; Knowledge management; Family medicine; Political science; Computer science","score_opus":0.010151263374470695,"score_gpt":0.23988187413515932,"score_spread":0.22973061076068862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410380154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903041,0.008762183,0.000025125715,0.00038147304,0.00012677969,0.00031726423,0.000053080952,0.000010931836,0.000019060955],"genre_scores_gemma":[0.9988354,0.000056010467,0.00085696735,0.00013859691,0.0000014633148,0.000010425891,0.0000091648635,0.000004638271,0.000087343346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923617,0.00009211719,0.00025584715,0.0002337532,0.000016074076,0.00016602746],"domain_scores_gemma":[0.99971354,0.00007236793,0.000053919714,0.00009609617,0.000033804,0.000030299456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020717593,0.00009464363,0.00020021513,0.00010403253,0.000121950274,0.000009046614,0.000063703745,0.00008410019,6.532761e-7],"category_scores_gemma":[0.00015534916,0.00007201212,0.000015481808,0.00023353854,0.00017456674,0.000030650976,0.00014698162,0.00012105756,2.9966205e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054000324,0.00013530506,0.99107635,0.00017418432,0.000022410468,0.0000012343932,0.001541401,0.0000013771161,0.0017572361,0.00013455497,0.00031443572,0.0047875117],"study_design_scores_gemma":[0.00038926554,0.000029030547,0.9974788,0.00046516504,0.000024475179,0.0000013467949,0.0004965871,0.0000017483,0.00079528405,0.000024834968,0.00021807324,0.00007540727],"about_ca_topic_score_codex":0.000027678858,"about_ca_topic_score_gemma":0.00008946007,"teacher_disagreement_score":0.008706172,"about_ca_system_score_codex":0.000046769295,"about_ca_system_score_gemma":0.00011270132,"threshold_uncertainty_score":0.2936569},"labels":[],"label_agreement":null},{"id":"W4410479911","doi":"10.1017/ash.2025.188","title":"Five essential lessons in antimicrobial stewardship and leadership I have learned from running","year":2025,"lang":"en","type":"editorial","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Pharmacist; Medical education; Public relations; Medicine; Political science; Nursing; Pharmacy; Microbiology; Biology; Antibiotic resistance; Antibiotics","score_opus":0.07906003209213139,"score_gpt":0.34536834608938294,"score_spread":0.2663083139972515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410479911","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06888204,0.05985266,0.00033062676,0.05521873,0.80533767,0.0026391984,0.006611764,0.0005845125,0.0005428028],"genre_scores_gemma":[0.6144225,0.037744854,0.0014551054,0.011992818,0.2856321,0.00012595842,0.024523433,0.00062632083,0.02347692],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9827042,0.0061137606,0.0034336222,0.0038894368,0.0002306313,0.0036283375],"domain_scores_gemma":[0.9848164,0.0109745795,0.001826189,0.0015682644,0.00053269207,0.0002818894],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003935764,0.0019177226,0.005450375,0.0010649434,0.0009807969,0.000093377676,0.0016396018,0.010235451,0.00022343037],"category_scores_gemma":[0.0063098753,0.0019533047,0.0008018809,0.00059463736,0.0022216083,0.00024692315,0.0010637417,0.008082023,0.00029979044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022597518,0.00047541183,0.007630176,0.0025497088,0.00089957245,0.00021431163,0.0015834335,0.000024470999,0.006149057,0.00043428355,0.9740106,0.0037692194],"study_design_scores_gemma":[0.014195814,0.0016470349,0.007714226,0.017392289,0.0014017753,0.00013346592,0.003498985,0.000027340162,0.009855765,0.0028925827,0.9357246,0.005516134],"about_ca_topic_score_codex":0.060844798,"about_ca_topic_score_gemma":0.02893502,"teacher_disagreement_score":0.54554045,"about_ca_system_score_codex":0.000635296,"about_ca_system_score_gemma":0.002735755,"threshold_uncertainty_score":0.9993566},"labels":[],"label_agreement":null},{"id":"W4410484233","doi":"10.1001/jamanetworkopen.2025.11507","title":"Target Trial Emulation for Antibiotic Use in Acute COVID-19—Taking Aim at a Common Intervention","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Emulation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Intervention (counseling); Antibiotics; Intensive care medicine; Psychology; Virology; Internal medicine; Outbreak; Microbiology; Nursing; Biology; Social psychology; Infectious disease (medical specialty)","score_opus":0.04126973733004436,"score_gpt":0.35250108508312467,"score_spread":0.3112313477530803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410484233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97719264,0.0016617926,0.012885011,0.0018154883,0.0022202905,0.0029614808,0.000049746814,0.000055966964,0.0011575964],"genre_scores_gemma":[0.98690975,0.00007201883,0.0006035024,0.00125288,0.000083116116,0.00002315947,0.000520671,0.000013798835,0.010521085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983963,0.0003913854,0.00048747208,0.0003484801,0.00002471704,0.00035165143],"domain_scores_gemma":[0.9989021,0.0004774067,0.00029094974,0.00027335534,0.000033438773,0.000022769591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090001046,0.00015122395,0.00040095666,0.00009440209,0.0003456361,0.000120957,0.00038362257,0.00033834996,0.00017673333],"category_scores_gemma":[0.00025706558,0.00013768792,0.00013311813,0.00026725308,0.00007795358,0.00026022314,0.00036985186,0.0002035705,0.00003900629],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20677148,0.0010750043,0.52115536,0.0004654437,0.0016902683,0.000058818485,0.00086809945,0.0063533825,0.0052102664,0.019490447,0.22560768,0.011253745],"study_design_scores_gemma":[0.23392604,0.0014542851,0.38832977,0.003589393,0.0006113277,0.00002830099,0.0004152614,0.00463358,0.005295826,0.008747607,0.35187003,0.001098565],"about_ca_topic_score_codex":0.0006039863,"about_ca_topic_score_gemma":0.002586666,"teacher_disagreement_score":0.1328256,"about_ca_system_score_codex":0.00018558565,"about_ca_system_score_gemma":0.00008526742,"threshold_uncertainty_score":0.56147504},"labels":[],"label_agreement":null},{"id":"W4410523102","doi":"10.21203/rs.3.rs-6378570/v1","title":"Antibiotic Prescribing Trends Among Iranian General Practitioners During COVID-19: Impacts on Antimicrobial Resistance","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pandemic; Azithromycin; Medical prescription; Antimicrobial stewardship; Medicine; Antibiotic resistance; Amoxicillin; Observational study; Psychological intervention; Antibiotics; Penicillin; Family medicine; Descriptive statistics; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty); Pharmacology; Nursing; Microbiology; Disease; Biology","score_opus":0.041388670206922655,"score_gpt":0.362521640267653,"score_spread":0.3211329700607303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410523102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96764094,0.0040102,0.0000963201,0.0051892004,0.0017088497,0.0013292624,0.0013801121,0.00039241047,0.018252734],"genre_scores_gemma":[0.9182718,0.0017771354,0.00015904571,0.0002532249,0.00028328932,0.000021695932,0.0009920362,0.00006508143,0.07817671],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99371284,0.0017645528,0.00073331187,0.001668232,0.0003856423,0.0017353925],"domain_scores_gemma":[0.99690795,0.0005330652,0.00038408107,0.001517359,0.00037527824,0.00028227846],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0014591452,0.0006594103,0.0008662624,0.0016581683,0.0018492129,0.00025555486,0.0010463997,0.0014931008,0.00054173975],"category_scores_gemma":[0.0013663691,0.00061982917,0.00043853073,0.0009253381,0.0010905971,0.0001778745,0.0011583861,0.0040662154,0.0002359942],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010624613,0.003021075,0.073563136,0.039413832,0.0037600729,0.0024932614,0.0073716203,0.0047218776,0.39623427,0.006696884,0.45089337,0.0012059705],"study_design_scores_gemma":[0.013491768,0.00093369716,0.5022598,0.041872106,0.0005450278,0.00013834874,0.002992717,0.00009066934,0.35015038,0.00088103424,0.08207994,0.0045645074],"about_ca_topic_score_codex":0.0014892636,"about_ca_topic_score_gemma":0.0016347985,"teacher_disagreement_score":0.42869666,"about_ca_system_score_codex":0.0011084587,"about_ca_system_score_gemma":0.0015907708,"threshold_uncertainty_score":0.9998032},"labels":[],"label_agreement":null},{"id":"W4410800808","doi":"10.1186/s13756-025-01581-y","title":"Risk factors for household colonization by extended-spectrum cephalosporin-resistant enterobacterales (ESCrE) in Botswana","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Hospital for Sick Children","funders":"National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention; National Institutes of Health; Center for AIDS Research, University of Washington; University of Pennsylvania","keywords":"Cephalosporin; Colonization; Medical microbiology; Medicine; Internal medicine; Microbiology; Antibiotics; Biology; Virology","score_opus":0.005374910136597623,"score_gpt":0.2169935441010668,"score_spread":0.21161863396446917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410800808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812847,0.0031141913,0.011956546,0.0007305611,0.00080882804,0.00085965666,0.0005830217,0.00010584653,0.0005566757],"genre_scores_gemma":[0.9909895,0.0027319437,0.000031189124,0.000429351,0.000028390015,0.000023415136,0.00017682997,0.000022418926,0.0055669663],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982664,0.00016447344,0.0005183256,0.00053174584,0.000037713897,0.00048131504],"domain_scores_gemma":[0.9991562,0.00026185546,0.00025112845,0.00023161303,0.00007027111,0.000028951295],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002501659,0.00029918278,0.0004884776,0.00023283581,0.00046143538,0.000069519294,0.0001213255,0.0003278336,0.000030750718],"category_scores_gemma":[0.00012975714,0.00027525335,0.00014371419,0.0002852601,0.00021245876,0.00021520561,0.00002668809,0.00027404554,0.000008606981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004413922,0.0007348272,0.31380937,0.00041652436,0.00062421476,0.0000057938046,0.00021848478,0.000053613825,0.59209484,0.00721037,0.079564795,0.00085325487],"study_design_scores_gemma":[0.013613025,0.00040548434,0.57819444,0.0008022498,0.0003889197,0.000004187945,0.00013908648,0.00002976772,0.15999703,0.00079042406,0.24479175,0.00084366853],"about_ca_topic_score_codex":0.00069640623,"about_ca_topic_score_gemma":0.00349144,"teacher_disagreement_score":0.4320978,"about_ca_system_score_codex":0.00010903861,"about_ca_system_score_gemma":0.00006307686,"threshold_uncertainty_score":0.99996996},"labels":[],"label_agreement":null},{"id":"W4410858968","doi":"10.3138/jammi-2024-0017","title":"Impact of the COVID-19 pandemic on hospital antimicrobial purchasing in Canada (2018–2021): An exploratory analysis","year":2025,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Ottawa Hospital; Jewish General Hospital; McGill University Health Centre; University of Calgary; McMaster University; Alberta Health Services; Nova Scotia Health Authority; Public Health Agency of Canada; Public Health Ontario; University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Antimicrobial; Exploratory research; Infectious disease (medical specialty); Biology; Outbreak; Internal medicine; Microbiology; Sociology; Social science","score_opus":0.005301957311107728,"score_gpt":0.24041770382747632,"score_spread":0.2351157465163686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410858968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935694,0.0006971937,0.00001830035,0.0040817014,0.0013409957,0.00010011144,0.00017287403,0.0000016948592,0.000017729053],"genre_scores_gemma":[0.99805164,0.00022718898,5.465073e-7,0.0016042795,0.000027827431,5.51876e-7,0.000011003931,0.0000036841295,0.00007329183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816346,0.0007961693,0.00057479966,0.00013895922,0.00011038046,0.00021620623],"domain_scores_gemma":[0.9982552,0.000447067,0.00087619794,0.00018993387,0.00013685494,0.00009475409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075899146,0.00012651582,0.00045905134,0.00013676404,0.00015825577,0.0000042697507,0.0003689883,0.00021557597,0.00008292402],"category_scores_gemma":[0.0017333771,0.00007355849,0.00022677654,0.00043004233,0.0002084925,0.00003921088,0.00008068557,0.00051352056,1.3665316e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015432561,0.0001407666,0.97610515,0.000028305465,0.0012909651,0.000007332415,0.00008989771,0.0003615648,0.005683829,0.000038947925,0.01594604,0.00015285381],"study_design_scores_gemma":[0.0020411222,0.00012214432,0.9933266,0.00017152913,0.0005790871,0.000023702314,0.00023400792,0.0000086236,0.0008601461,0.00005789448,0.0024552841,0.000119863274],"about_ca_topic_score_codex":0.80215836,"about_ca_topic_score_gemma":0.98673743,"teacher_disagreement_score":0.18457904,"about_ca_system_score_codex":0.0020110859,"about_ca_system_score_gemma":0.015311144,"threshold_uncertainty_score":0.99027115},"labels":[],"label_agreement":null},{"id":"W4410868997","doi":"10.1017/ash.2025.181","title":"Antimicrobial stewardship programs in a network of Canadian acute care hospitals: a cross-sectional survey","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Provincial Health Services Authority; BC Centre for Disease Control; Alberta Health Services; Public Health Agency of Canada","funders":"","keywords":"Antimicrobial stewardship; Acute care; Psychological intervention; Medicine; Accreditation; Audit; Health care; Family medicine; Antibiotic resistance; Nursing; Business; Antibiotics; Medical education","score_opus":0.055629337996350295,"score_gpt":0.33580360931509956,"score_spread":0.2801742713187493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410868997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765562,0.011517334,0.000113337934,0.0032205314,0.0050478233,0.0015355248,0.001169651,0.0001254448,0.0007141807],"genre_scores_gemma":[0.990878,0.0017074073,0.0006069843,0.003560961,0.00017244297,0.00003473087,0.002181924,0.00006211414,0.00079545664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98944825,0.0038671116,0.0025021548,0.001472541,0.00008297588,0.0026269788],"domain_scores_gemma":[0.99595267,0.0013651582,0.0007463384,0.0008946694,0.0008245607,0.00021660172],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0040611424,0.0007116803,0.0021565577,0.0010200492,0.0006595185,0.00003333313,0.0010238197,0.0021348682,0.00009687523],"category_scores_gemma":[0.0011572824,0.0006999435,0.00050864584,0.0023346776,0.0013734171,0.00015063754,0.0002806937,0.001533178,0.0001291824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091491913,0.00019474117,0.9809941,0.00073066907,0.0004668165,0.000047642035,0.00044300634,0.00011298036,0.0016975878,0.002863242,0.009953237,0.0015810299],"study_design_scores_gemma":[0.0019756167,0.00046840028,0.985945,0.0008057147,0.000058836817,0.000082349805,0.00020136399,0.0000027352287,0.0015384892,0.0003256507,0.008003024,0.000592845],"about_ca_topic_score_codex":0.42644122,"about_ca_topic_score_gemma":0.6216762,"teacher_disagreement_score":0.19523495,"about_ca_system_score_codex":0.00066175236,"about_ca_system_score_gemma":0.0029145002,"threshold_uncertainty_score":0.99954516},"labels":[],"label_agreement":null},{"id":"W4410904237","doi":"10.2196/66424","title":"Exploring the Current Situation and Developing Strategies for Behavior Change to Improve Antibiotic Use in West Africa: Protocol for a Multidisciplinary Interventional Research Project","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; Hans Böckler Stiftung; Agence Nationale de la Recherche","keywords":"Preprint; Multidisciplinary approach; Protocol (science); Medicine; Computer science; Alternative medicine; Political science; World Wide Web","score_opus":0.6870274655794884,"score_gpt":0.5962350288921181,"score_spread":0.09079243668737025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410904237","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014190689,0.000021898893,0.0009339643,0.00061995024,0.000038916533,0.9840816,0.000050159524,0.00002944691,0.000033321106],"genre_scores_gemma":[0.025935711,0.0000015028796,0.0006130028,0.0000061421265,0.000058495454,0.9724974,0.000019676236,0.000019516043,0.0008485709],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736714,0.00064643985,0.00042348364,0.00057978154,0.0001593494,0.0008238156],"domain_scores_gemma":[0.9979885,0.0009800239,0.000065887274,0.00031353894,0.0006253799,0.000026634018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031022788,0.0001723787,0.00022918932,0.0006862492,0.00082806015,0.00024123673,0.00038979415,0.00011560357,0.00000450796],"category_scores_gemma":[0.00043859618,0.000120181474,0.000074432384,0.0007778157,0.0003569943,0.000507054,0.00053486554,0.0007036446,0.00001150587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025465889,0.009785726,0.02665825,0.03679359,0.00029021446,0.000025702831,0.026661392,0.000003876293,0.351157,0.07111211,0.02669586,0.42535037],"study_design_scores_gemma":[0.015318619,0.007931102,0.32688794,0.042681538,0.000016647788,0.0000063557195,0.012403563,0.00014087062,0.0518746,0.0047866437,0.53709537,0.00085673074],"about_ca_topic_score_codex":0.000106831685,"about_ca_topic_score_gemma":0.00071113685,"teacher_disagreement_score":0.5103995,"about_ca_system_score_codex":0.00019204941,"about_ca_system_score_gemma":0.00073890056,"threshold_uncertainty_score":0.6368853},"labels":[],"label_agreement":null},{"id":"W4410984209","doi":"10.1016/j.infpip.2025.100461","title":"COVID-19 vaccination and use of antibiotics in COVID-19 patients: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Infection Prevention in Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Meta-analysis; 2019-20 coronavirus outbreak; Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Pneumonia; Systematic review; MEDLINE; Outbreak; Biology; Internal medicine; Infectious disease (medical specialty); Disease","score_opus":0.0704061588105619,"score_gpt":0.4059499668151995,"score_spread":0.3355438080046376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410984209","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011737862,0.9942966,0.002026438,0.00024086256,0.00011682824,0.0031315573,0.00007581233,0.000025297113,0.00007486523],"genre_scores_gemma":[0.00041282005,0.9970237,0.000089377616,0.0008264214,0.0000018503159,0.000037810863,0.0002912004,0.000012601969,0.0013041961],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9927348,0.0047133784,0.0017605756,0.0005367233,0.000081255625,0.00017327885],"domain_scores_gemma":[0.9941115,0.003463599,0.001770845,0.00041348184,0.00018163645,0.00005897994],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002344654,0.00034255686,0.003692762,0.001193021,0.00010426502,0.000043435768,0.00010079262,0.0005277389,0.00025333004],"category_scores_gemma":[0.019295117,0.0002718281,0.00064359145,0.0017259924,0.000069572096,0.000606423,0.00010558312,0.00045628694,0.000010092913],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021019001,0.00048469746,0.00038088392,0.9603951,0.03665449,0.0000038744606,0.000074564516,0.000009980689,3.000305e-7,0.00045174002,0.00031689266,0.0012064467],"study_design_scores_gemma":[0.0007941225,0.00009916364,0.00015235909,0.037811615,0.83091784,0.00006635318,0.000045413286,0.0000014544537,0.0000010856094,0.00007539117,0.12967913,0.00035610082],"about_ca_topic_score_codex":0.0006082522,"about_ca_topic_score_gemma":0.0006560609,"teacher_disagreement_score":0.9225835,"about_ca_system_score_codex":0.00029190254,"about_ca_system_score_gemma":0.00048724178,"threshold_uncertainty_score":0.9999734},"labels":[],"label_agreement":null},{"id":"W4410989316","doi":"10.1007/s43678-025-00940-3","title":"Multicenter review of antimicrobial stewardship in the emergency department through pharmacist-led culture review and follow-up programs in Alberta","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Emergency department; Antimicrobial stewardship; Pharmacist; Stewardship (theology); Medical emergency; Family medicine; Intensive care medicine; Emergency medicine; Nursing; Pharmacy; Antibiotics; Antibiotic resistance; Political science; Microbiology","score_opus":0.05168325223748398,"score_gpt":0.34012334595488414,"score_spread":0.28844009371740015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410989316","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052065745,0.9243893,0.000010477124,0.016051276,0.0048916386,0.0008732167,0.000013520606,0.0000016438132,0.0017031755],"genre_scores_gemma":[0.3792985,0.6163577,0.000018777191,0.0019631656,0.000051901872,0.000005796035,0.000033624354,0.000007078813,0.0022634408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979482,0.00032552608,0.0011977006,0.00016246177,0.0000563928,0.00030966228],"domain_scores_gemma":[0.99916214,0.000032161282,0.0003706233,0.00019346157,0.00018518289,0.000056445057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008062802,0.00018097497,0.0006762603,0.000116251416,0.00007002312,0.0000011790958,0.0003423135,0.00009651792,0.0012546823],"category_scores_gemma":[0.00040347912,0.000105566425,0.00013139675,0.0005357827,0.0001548832,0.0000679376,0.000014322729,0.0003769304,0.000005475359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021614073,0.00035427706,0.12956055,0.03552875,0.00082988,0.00015147845,0.008311739,3.087015e-7,0.007024356,0.0005450465,0.8149817,0.0024957822],"study_design_scores_gemma":[0.0049134935,0.00040258403,0.009949347,0.0930923,0.0014248599,0.000082276,0.000992771,3.178686e-7,0.00072264095,0.00013402248,0.88798857,0.00029681434],"about_ca_topic_score_codex":0.0046570003,"about_ca_topic_score_gemma":0.05446295,"teacher_disagreement_score":0.32723278,"about_ca_system_score_codex":0.000043582942,"about_ca_system_score_gemma":0.00026736467,"threshold_uncertainty_score":0.9996583},"labels":[],"label_agreement":null},{"id":"W4411222592","doi":"10.33321/cdi.2003.27.24","title":"TSN® Database Australia, a new tool to monitor antimicrobial resistance in Australia","year":2003,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Database; Computer science; Medicine","score_opus":0.04667487668433422,"score_gpt":0.32344205222813516,"score_spread":0.2767671755438009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411222592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97763133,0.013187044,0.0040674345,0.00047918173,0.0014195546,0.0010086473,0.00048000723,0.00015317295,0.0015736481],"genre_scores_gemma":[0.9573318,0.0005890391,0.0038645568,0.00028170182,0.000028228962,0.000014468642,0.00011005159,0.000026326876,0.037753865],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976848,0.00036451177,0.00058569224,0.00052883755,0.000074967626,0.00076122914],"domain_scores_gemma":[0.99780184,0.00021861607,0.000114328664,0.0016509013,0.000073497205,0.00014081775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023192672,0.00033206167,0.00045726486,0.00015586792,0.00023593885,0.000056022207,0.0012505463,0.00020919442,0.0019791208],"category_scores_gemma":[0.00046049635,0.0003278755,0.00013737142,0.0005675793,0.00032612012,0.0002111179,0.0002728035,0.00051354367,0.0025946863],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038716176,0.0046996633,0.080449656,0.001037721,0.0006403982,0.00057065237,0.0028848262,0.0008742828,0.2659341,0.07730928,0.5573962,0.0043315897],"study_design_scores_gemma":[0.00249868,0.00035379568,0.03755218,0.0035004588,0.0003016817,0.00006820343,0.0017969523,0.00000670659,0.5098123,0.004874588,0.43625313,0.0029813102],"about_ca_topic_score_codex":0.0013937402,"about_ca_topic_score_gemma":0.001464176,"teacher_disagreement_score":0.24387819,"about_ca_system_score_codex":0.00010182709,"about_ca_system_score_gemma":0.0001384296,"threshold_uncertainty_score":0.9999173},"labels":[],"label_agreement":null},{"id":"W4411280206","doi":"10.1093/jacamr/dlaf084","title":"Exploring variability in antibiograms: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hotel Dieu Shaver Health and Rehabilitation Centre; Health Sciences Centre; Sunnybrook Health Science Centre; Toronto East General Hospital; University of Toronto; Public Health Ontario","funders":"","keywords":"Antibiogram; Medicine; Antibiotic resistance; Antibiotics; Microbiology; Biology","score_opus":0.04114213989625757,"score_gpt":0.294667373496381,"score_spread":0.2535252336001234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411280206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99036354,0.00046375804,0.00053553557,0.00017133528,0.002077709,0.000701572,0.000046026962,0.00014223403,0.0054982863],"genre_scores_gemma":[0.98678,0.00012428426,0.00027673546,0.00017383278,0.000043524386,0.000027583339,0.000029894574,0.00002106749,0.012523088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695307,0.0005076545,0.00085588644,0.00094026676,0.000081003964,0.0006620972],"domain_scores_gemma":[0.998609,0.00037255947,0.00016126249,0.000687987,0.00014293384,0.000026272262],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001301733,0.00032134456,0.0005270986,0.00032833932,0.000394679,0.00009545135,0.0005078187,0.00026795367,0.00014474425],"category_scores_gemma":[0.00042301533,0.0003104921,0.00018623269,0.0009846735,0.0004186375,0.00028998844,0.00016985745,0.00059165456,0.00019444716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089402124,0.0012045272,0.90771896,0.00016664823,0.00017020377,0.000031527758,0.0003057465,0.000014667373,0.086054645,0.0015415068,0.0015773129,0.00032022866],"study_design_scores_gemma":[0.0020920502,0.000043707092,0.9603973,0.00023611488,0.000028875173,0.000004285823,0.00014745614,0.0000012854233,0.026160859,0.00018540761,0.010398224,0.0003044416],"about_ca_topic_score_codex":0.00051388756,"about_ca_topic_score_gemma":0.0017652474,"teacher_disagreement_score":0.059893787,"about_ca_system_score_codex":0.0001850861,"about_ca_system_score_gemma":0.00016328169,"threshold_uncertainty_score":0.99993473},"labels":[],"label_agreement":null},{"id":"W4411336260","doi":"10.1002/bies.70034","title":"Wastewater‐Based Epidemiology as a Complementary Tool for Antimicrobial Resistance Surveillance: Overcoming Barriers to Integration","year":2025,"lang":"en","type":"article","venue":"BioEssays","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Estatal de Investigación; European Regional Development Fund; Generalitat de Catalunya; Centres de Recerca de Catalunya; Canadian Institute for Advanced Research","keywords":"Antibiotic resistance; Antimicrobial stewardship; Public health; Agriculture; Stewardship (theology); Business; Biotechnology; Resistome; Resistance (ecology); Risk analysis (engineering); Environmental health; Environmental planning; Medicine; Political science; Geography; Biology; Antibiotics","score_opus":0.01827463149766846,"score_gpt":0.29579179558026525,"score_spread":0.2775171640825968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411336260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8750061,0.0018975117,0.093226425,0.019164028,0.0042272154,0.0021508972,0.0009636983,0.00024931686,0.0031148004],"genre_scores_gemma":[0.9844679,0.000026174843,0.0033846414,0.0058854986,0.000048276313,0.00003801501,0.00043179144,0.000016314041,0.0057013426],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981732,0.00030602922,0.0005010907,0.00048685144,0.000023661252,0.00050919264],"domain_scores_gemma":[0.9987581,0.00063207804,0.00012318153,0.00035220687,0.00009208583,0.00004238333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074984,0.00022284688,0.00046483122,0.00015467948,0.00041338836,0.000014766456,0.00027769688,0.00024195232,0.00025187465],"category_scores_gemma":[0.0007852404,0.0001899162,0.00014411507,0.00019413173,0.00018754901,0.00004968257,0.000070093585,0.00015294935,0.00008921735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002179077,0.00007316238,0.019688884,0.00020800412,0.00021110405,0.0000036214258,0.00020244544,0.000021205333,0.73685825,0.016593715,0.2227906,0.0011699182],"study_design_scores_gemma":[0.0042473855,0.00025949779,0.0071448456,0.00069818366,0.000079110214,0.000004926243,0.000644499,0.000044531007,0.6888593,0.0015772351,0.29583645,0.0006040297],"about_ca_topic_score_codex":0.00013789492,"about_ca_topic_score_gemma":0.0005362732,"teacher_disagreement_score":0.109461844,"about_ca_system_score_codex":0.000094536816,"about_ca_system_score_gemma":0.0001988049,"threshold_uncertainty_score":0.7744558},"labels":[],"label_agreement":null},{"id":"W4411441277","doi":"10.7759/cureus.86390","title":"Analysis of the Effectiveness of Early Intervention on Carbapenem Antibiotic Use","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Carbapenem; Antibiotics; Intensive care medicine; Microbiology","score_opus":0.008820645172881624,"score_gpt":0.2568925807539783,"score_spread":0.2480719355810967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411441277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99687845,0.0011636992,0.00019385274,0.00001053414,0.0004385704,0.000119885655,0.000018284918,0.0000074721393,0.0011692779],"genre_scores_gemma":[0.99859846,0.000029976733,0.0000035792186,0.000012258372,0.000001702476,4.5204456e-7,0.000009785327,0.0000028501527,0.0013409617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924195,0.00034293564,0.0001777332,0.00012927892,0.000021306201,0.000086789616],"domain_scores_gemma":[0.99923587,0.0002782502,0.00010615598,0.00031918276,0.000057187073,0.0000033497665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002158911,0.000068527246,0.0002569035,0.000098632525,0.000041278214,0.000003245711,0.00017158095,0.000108670996,0.00003290346],"category_scores_gemma":[0.00009631929,0.00004396686,0.00025727236,0.00046803858,0.00015218848,0.000027050544,0.00005171361,0.00008358772,0.000006131754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047956844,0.00036084198,0.6752203,0.00021464388,0.0039746584,6.6331444e-7,0.00008968968,0.00006779489,0.3078151,0.011097248,0.00007887359,0.00060059334],"study_design_scores_gemma":[0.0002674557,0.00007338578,0.7248763,0.00032318567,0.0006370672,1.3753333e-7,0.0000284388,0.0000029856553,0.273644,0.0000408581,0.00007591731,0.000030296109],"about_ca_topic_score_codex":0.00059632485,"about_ca_topic_score_gemma":0.00017935561,"teacher_disagreement_score":0.049655933,"about_ca_system_score_codex":0.0000194248,"about_ca_system_score_gemma":0.000015853453,"threshold_uncertainty_score":0.17929165},"labels":[],"label_agreement":null},{"id":"W4411637156","doi":"10.36584/cjic.2023.003.01","title":"Clusters of Klebsiella pneumoniae carbapenemase with potential links to hand hygiene sink drains in an intensive care unit","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Klebsiella pneumoniae; Hygiene; Intensive care unit; Sink (geography); Medicine; Microbiology; Intensive care medicine; Biology; Geography; Cartography; Escherichia coli","score_opus":0.008691111647689492,"score_gpt":0.2277291339737809,"score_spread":0.2190380223260914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411637156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99689084,0.00038640003,0.0006554616,0.0009909443,0.0007452111,0.00016977124,0.000037208058,0.000006835374,0.000117334064],"genre_scores_gemma":[0.99912506,0.000018428362,0.000006537639,0.0005319943,0.00005293012,0.0000011474121,0.000013941262,0.000013020174,0.00023694201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991066,0.00013054567,0.00031468613,0.00012423674,0.000035996018,0.0002879553],"domain_scores_gemma":[0.9985206,0.00004479783,0.00018051283,0.00012405701,0.0009757846,0.00015426197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001552888,0.00011642361,0.00030755525,0.0006650343,0.00013840038,0.000022158234,0.000098380086,0.00021592727,0.00004917281],"category_scores_gemma":[0.00012668858,0.00009595552,0.00007455709,0.00035345307,0.00017512248,0.00008758065,0.000006509845,0.00034998037,0.000020726722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014108075,0.000057589397,0.6194821,0.0001260958,0.00070108596,0.0017108036,0.014235549,0.034103982,0.31861183,0.00010858709,0.002215263,0.007236298],"study_design_scores_gemma":[0.019589975,0.006961851,0.8789987,0.0016495199,0.0005173168,0.0015219771,0.030252708,0.00029331513,0.03653306,0.00004437688,0.022761064,0.0008761461],"about_ca_topic_score_codex":0.0073068384,"about_ca_topic_score_gemma":0.2699998,"teacher_disagreement_score":0.28207877,"about_ca_system_score_codex":0.00009809167,"about_ca_system_score_gemma":0.000799417,"threshold_uncertainty_score":0.9993036},"labels":[],"label_agreement":null},{"id":"W4411639759","doi":"10.36584/cjic.2022.002.02.74.76","title":"Hospital-acquired antibiotic-resistant organisms among patients with COVID-19","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Antibiotics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Pneumonia; Pandemic; Microbiology; Biology; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease","score_opus":0.0035506544963178747,"score_gpt":0.18019968855602583,"score_spread":0.17664903405970797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411639759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942122,0.0008593106,0.0016690848,0.000766791,0.0018668836,0.000254341,0.00011504139,0.000018592546,0.0002377507],"genre_scores_gemma":[0.9985936,0.000007694062,0.000012449842,0.00070209923,0.000043653512,0.0000014000099,0.000020734175,0.000018711928,0.00059965695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989086,0.00020799875,0.00033636237,0.00014884563,0.00007126601,0.00032692327],"domain_scores_gemma":[0.9989071,0.00006568159,0.0004205273,0.00014766217,0.00021084602,0.00024821918],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026625523,0.00014001633,0.00028300495,0.00028119038,0.0009001495,0.000030474655,0.00015307496,0.0000896845,0.0019387163],"category_scores_gemma":[0.00018711555,0.00011391243,0.000102776015,0.00022599137,0.00024345652,0.00011831353,0.000011100549,0.00027650569,0.000024151188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037147506,0.00013072912,0.9829436,0.000018134537,0.00044532714,0.00016050178,0.0004685199,0.00039658384,0.0024516112,0.0003556889,0.012008294,0.00024953226],"study_design_scores_gemma":[0.008319195,0.0025944365,0.8759368,0.00004094396,0.0001905177,0.00013112741,0.00041122152,0.0000026758817,0.00068538584,0.000044916385,0.111333475,0.00030928387],"about_ca_topic_score_codex":0.007194907,"about_ca_topic_score_gemma":0.014353697,"teacher_disagreement_score":0.10700678,"about_ca_system_score_codex":0.00043040907,"about_ca_system_score_gemma":0.0014422742,"threshold_uncertainty_score":0.9994163},"labels":[],"label_agreement":null},{"id":"W4411658470","doi":"10.51847/dsqppcf","title":"10.51847/DsqpPCF","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Family medicine; Medicine; Geography; Medical education; Psychology","score_opus":0.004086720649765317,"score_gpt":0.1709889295597833,"score_spread":0.16690220891001797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411658470","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00677523,0.000807915,8.95031e-7,0.00027875978,0.0000084052535,0.00009252201,0.000011962597,0.00009431353,0.99193],"genre_scores_gemma":[0.0047509717,0.000002176212,0.000025606238,0.00011172685,0.000030566905,0.0000018131586,0.000023394301,0.00001106882,0.9950427],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994289,0.00003710842,0.00011289293,0.0001686735,0.00001704482,0.0002353497],"domain_scores_gemma":[0.99971354,0.000026107708,0.000015884194,0.00020522796,0.000016505583,0.000022726354],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005742844,0.00009293947,0.00013385154,0.00003229449,0.00009469586,0.000007120256,0.00014964645,0.0001132212,0.9954856],"category_scores_gemma":[0.000009607716,0.000078019795,0.00004521162,0.00008509138,0.00006353347,0.000028278835,0.000020876154,0.00008890757,0.99640065],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019424481,0.00007662907,0.0000012918239,0.000005972206,0.00006409861,0.000007454769,0.000026365376,0.0000049290365,0.012228333,0.000008247785,0.21346107,0.7739214],"study_design_scores_gemma":[0.00025560232,0.000093876544,0.00014626082,0.000017672031,0.000013871069,0.000015648415,0.0000015152442,8.2270833e-7,0.0016445391,0.0000017778275,0.9976953,0.000113116046],"about_ca_topic_score_codex":0.000016050579,"about_ca_topic_score_gemma":2.391307e-7,"teacher_disagreement_score":0.7842342,"about_ca_system_score_codex":0.000009525749,"about_ca_system_score_gemma":0.000015942025,"threshold_uncertainty_score":0.3181555},"labels":[],"label_agreement":null},{"id":"W4411660661","doi":"10.51847/d2emnwitx1","title":"10.51847/D2eMnwITX1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tertiary care; Antibiotics; Medicine; Emergency medicine; Chemistry","score_opus":0.004057711281629757,"score_gpt":0.17062287570717252,"score_spread":0.16656516442554276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411660661","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007940406,0.0007301194,0.0000010812737,0.00026080827,0.000008670465,0.00009819981,0.000012038757,0.00009934072,0.9908493],"genre_scores_gemma":[0.0058400827,0.0000023140055,0.000027676302,0.000114536146,0.00003146617,0.0000019927138,0.000024067067,0.000011802669,0.9939461],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940383,0.00003835845,0.000118005104,0.00017677977,0.000018215167,0.00024482023],"domain_scores_gemma":[0.99969965,0.000027136983,0.000016893853,0.00021439795,0.000017841317,0.000024090183],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060136103,0.000097982964,0.00014027792,0.000034113815,0.00009890077,0.0000075700123,0.00015604362,0.00011667888,0.9953817],"category_scores_gemma":[0.000010184294,0.00008182472,0.000046654106,0.000091823276,0.000066621724,0.000029858506,0.00002170296,0.000092968694,0.9962496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022170157,0.00008479376,0.0000013621559,0.000006561368,0.00007019345,0.000008126551,0.000030400797,0.000005647047,0.013128441,0.000010243019,0.18191838,0.80451417],"study_design_scores_gemma":[0.0002688694,0.000102047656,0.00014388897,0.000018906572,0.000014690803,0.00001698388,0.0000017122197,9.3903407e-7,0.0016707532,0.0000019024577,0.9976399,0.00011942707],"about_ca_topic_score_codex":0.000015923437,"about_ca_topic_score_gemma":2.1799583e-7,"teacher_disagreement_score":0.8157215,"about_ca_system_score_codex":0.000010404866,"about_ca_system_score_gemma":0.000016994374,"threshold_uncertainty_score":0.3336715},"labels":[],"label_agreement":null},{"id":"W4411689756","doi":"10.36584/cjic.2024.003.02.153.164","title":"Candida auris: What literature exists to inform control of outbreaks in healthcare settings?","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Candida auris; Outbreak; Health care; Infection control; Medicine; Intensive care medicine; Dermatology; Political science; Virology; Law; Antifungal","score_opus":0.004591811178780975,"score_gpt":0.23349692951151943,"score_spread":0.22890511833273847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411689756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79622924,0.15371032,0.0028140957,0.03545363,0.010097159,0.0007719321,0.00030570617,0.00003432022,0.00058356137],"genre_scores_gemma":[0.9974145,0.00028829192,0.0000076182782,0.001769011,0.000119460514,0.0000025007855,0.0000073564756,0.00001136714,0.00037986308],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885994,0.0001083134,0.0005497322,0.00012125644,0.000041038355,0.0003196901],"domain_scores_gemma":[0.99915606,0.00010517817,0.0001762228,0.00010868036,0.00029072337,0.00016316325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042287118,0.00013415469,0.0003743104,0.0006794451,0.00009663745,0.00010043443,0.000095048636,0.00025558454,0.00009772185],"category_scores_gemma":[0.00015033205,0.000108669854,0.00014352442,0.0003952139,0.0000674844,0.0003391647,0.0000035953033,0.0005426413,0.00003687015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032594926,0.0002399681,0.5245584,0.0034089235,0.004268514,0.0035451052,0.034178697,0.0016058503,0.06222485,0.019527653,0.09339751,0.24978499],"study_design_scores_gemma":[0.012078685,0.0023200817,0.16874588,0.016237304,0.00030974974,0.0027387075,0.0014221905,0.00009997028,0.00657101,0.0007342878,0.78791374,0.0008284215],"about_ca_topic_score_codex":0.0087315105,"about_ca_topic_score_gemma":0.0686774,"teacher_disagreement_score":0.6945162,"about_ca_system_score_codex":0.00021494999,"about_ca_system_score_gemma":0.0010344357,"threshold_uncertainty_score":0.99786943},"labels":[],"label_agreement":null},{"id":"W4411690024","doi":"10.36584/cjic.2024.002.02.97.104","title":"Factors associated with the implementation and adoption of point-of-care diagnostic tests to detect antimicrobial resistance: A qualitative study in Quebec, Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Point-of-care testing; Antibiotic resistance; Antimicrobial; Resistance (ecology); Point (geometry); Medicine; Environmental health; Microbiology; Sociology; Immunology; Biology; Mathematics; Social science; Antibiotics","score_opus":0.009477402104045147,"score_gpt":0.26809144439399024,"score_spread":0.2586140422899451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411690024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724567,0.00145575,0.0001971516,0.0003950498,0.00027365965,0.0003257884,0.00009408641,0.00000221817,0.000010653706],"genre_scores_gemma":[0.99987733,0.000009322097,0.0000016982995,0.000040475872,0.000010364786,0.0000021281528,0.000008370865,0.000006310268,0.000043991968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910617,0.00032784822,0.00030580975,0.00008438521,0.000039634328,0.00013617608],"domain_scores_gemma":[0.9988089,0.00067792815,0.00019994762,0.000049800878,0.00022481431,0.000038585284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002849076,0.00008664543,0.00022610965,0.00020725482,0.00007907323,0.000015880885,0.000044254983,0.000049138343,0.000022668291],"category_scores_gemma":[0.00026975336,0.000056402096,0.000033674667,0.00023511368,0.00007302343,0.00007398406,0.0000027681913,0.00016113337,2.748918e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054340495,0.00007410329,0.8231918,0.00028255637,0.0018452986,0.00011603979,0.14670901,0.000305772,0.015963223,0.00019116771,0.008178832,0.0025987434],"study_design_scores_gemma":[0.0017927632,0.0005788773,0.9320391,0.00062306074,0.00017133611,0.0000044385533,0.06140748,3.737858e-7,0.0028593244,0.000008397394,0.00041532874,0.00009952252],"about_ca_topic_score_codex":0.7273037,"about_ca_topic_score_gemma":0.99963236,"teacher_disagreement_score":0.27232867,"about_ca_system_score_codex":0.00030053905,"about_ca_system_score_gemma":0.0014332733,"threshold_uncertainty_score":0.2745122},"labels":[],"label_agreement":null},{"id":"W4411718850","doi":"10.2196/67825","title":"Communicating Antimicrobial Resistance on Instagram: Content Analysis of #AntibioticResistance","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Resistance (ecology); Antimicrobial; Computer science; World Wide Web; Biology; Microbiology; Ecology","score_opus":0.036709739407722,"score_gpt":0.3106376668944208,"score_spread":0.2739279274866988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411718850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97438407,0.0023533392,0.0012757939,0.0012717115,0.00040108254,0.00038304878,0.000092589,0.000097866105,0.01974051],"genre_scores_gemma":[0.99223775,0.00026944914,0.00067160354,0.0016299754,0.0000075038834,0.000009057353,0.000102369326,0.000010673973,0.005061591],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975758,0.0004801516,0.00096306374,0.00046341956,0.000040385676,0.0004771345],"domain_scores_gemma":[0.9973952,0.0008188824,0.00051485165,0.001070409,0.00017817148,0.000022451097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050100323,0.0002706604,0.0010697643,0.0005466117,0.00023573902,0.000008867524,0.000729327,0.0004934427,0.00006668207],"category_scores_gemma":[0.00028732486,0.00023300992,0.00035482759,0.0010706637,0.0009114815,0.000045431618,0.0002478589,0.00052986445,0.000044000197],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022818723,0.0008002635,0.335573,0.000406409,0.0058590034,0.000008651794,0.0007791542,0.00047276777,0.37437496,0.26256812,0.015993074,0.00088273105],"study_design_scores_gemma":[0.003241549,0.0002474089,0.85412586,0.0012275759,0.0015778164,0.0000035535845,0.00072968676,0.00011217369,0.10596595,0.00083932816,0.031192653,0.0007364465],"about_ca_topic_score_codex":0.00012701529,"about_ca_topic_score_gemma":0.0005746323,"teacher_disagreement_score":0.51855284,"about_ca_system_score_codex":0.00006598567,"about_ca_system_score_gemma":0.00009667898,"threshold_uncertainty_score":0.9501869},"labels":[],"label_agreement":null},{"id":"W4411784413","doi":"10.4103/bhsj.bhsj_47_24","title":"Prevalence and Incidence Antimicrobial Resistance of Patients Pneumonia in Indonesia: Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"article","venue":"Biomolecular and Health Science Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acinetobacter baumannii; Antibiotic resistance; Cephalosporin; Streptococcus pneumoniae; Internal medicine; Klebsiella pneumonia; Acinetobacter; Amikacin; Pneumonia; Antimicrobial; Microbiology; Incidence (geometry); Pseudomonas aeruginosa; Antibiotics; Biology; Bacteria","score_opus":0.018419151747298065,"score_gpt":0.3114922121474963,"score_spread":0.2930730604001982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411784413","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46308175,0.53292805,0.00048575457,0.0026623933,0.0000691611,0.00072100805,0.00001713178,0.000005412948,0.00002937093],"genre_scores_gemma":[0.9686623,0.029903896,0.00017339118,0.0010973265,9.894187e-7,0.0000029625664,8.9061837e-7,0.000002394584,0.00015585466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984727,0.0001573838,0.00068163406,0.0003144154,0.00009461996,0.00027926418],"domain_scores_gemma":[0.99915546,0.00003604902,0.00041266164,0.00018895713,0.00015234576,0.000054540396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019531044,0.00013017454,0.0010386085,0.00040881874,0.0003412391,0.00003626989,0.00021998123,0.000063675005,0.0000069610446],"category_scores_gemma":[0.00009341126,0.00009011676,0.00010149547,0.0010152025,0.0006934975,0.0001393297,0.00010384753,0.00017859119,6.102156e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009709054,0.00037431117,0.53581524,0.41375896,0.011176691,0.00002666024,0.0010279133,0.0000012440208,0.035431128,0.0018078225,0.00042452832,0.00005840145],"study_design_scores_gemma":[0.0008695165,0.00015851122,0.93106663,0.012413588,0.051540934,0.0001011735,0.00012639117,0.000005010699,0.0033056056,0.00011851886,0.000015730511,0.0002783652],"about_ca_topic_score_codex":0.000036404952,"about_ca_topic_score_gemma":0.00006730639,"teacher_disagreement_score":0.50558054,"about_ca_system_score_codex":0.00003269357,"about_ca_system_score_gemma":0.0002489018,"threshold_uncertainty_score":0.36748546},"labels":[],"label_agreement":null},{"id":"W4411829502","doi":"10.1017/ash.2025.10061","title":"Optimizing oral antibiotic prescribing at hospital discharge: a single center, quasi-experiment pilot study","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"Providence Health Care","keywords":"Antimicrobial stewardship; Medicine; Audit; Psychological intervention; Medical prescription; Antibiotic Stewardship; Emergency medicine; Antibiotics; Hospital discharge; Duration (music); Intensive care medicine; Antibiotic resistance; Nursing","score_opus":0.05615838451327316,"score_gpt":0.3270111371790219,"score_spread":0.27085275266574876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411829502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96810436,0.011070955,0.00096922927,0.010488379,0.0061628683,0.0021814725,0.00012220418,0.00035364903,0.00054689543],"genre_scores_gemma":[0.99215674,0.00045801012,0.0008251307,0.0035312348,0.00013171889,0.000024145964,0.0002720811,0.000070989016,0.0025299257],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.991225,0.0032520152,0.0017757752,0.0016374855,0.00008318078,0.0020265474],"domain_scores_gemma":[0.9971034,0.0008995467,0.0006185231,0.0010248029,0.00020297329,0.0001507425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018527738,0.0007641985,0.0019277844,0.00032882107,0.001199904,0.000032817446,0.0007894467,0.000563502,0.00015169938],"category_scores_gemma":[0.00070667244,0.0006817006,0.00032407802,0.00044749628,0.00070391985,0.0001723951,0.0008253264,0.0009848641,0.00039529573],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027718467,0.022070343,0.668615,0.0008993296,0.0015893532,0.00010592709,0.0035614697,0.00003347847,0.25483394,0.0036115916,0.039347332,0.00256043],"study_design_scores_gemma":[0.052373003,0.120572135,0.26602077,0.009067292,0.001865934,0.00095706084,0.020193744,0.0001163261,0.4242078,0.00097365817,0.09441206,0.0092401905],"about_ca_topic_score_codex":0.00432836,"about_ca_topic_score_gemma":0.0019567444,"teacher_disagreement_score":0.40259418,"about_ca_system_score_codex":0.0005729518,"about_ca_system_score_gemma":0.0002599413,"threshold_uncertainty_score":0.9995634},"labels":[],"label_agreement":null},{"id":"W4411874428","doi":"10.1001/jamanetworkopen.2025.18261","title":"Spillover From an Intervention on Antibiotic Prescribing for Family Physicians","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; Women's College Hospital; Toronto East General Hospital; University of Toronto; Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Medical prescription; Randomized controlled trial; Audit; Family medicine; Poisson regression; Academic detailing; Population; Psychological intervention; Intervention (counseling); Pediatrics; Primary care; Internal medicine; Nursing; Environmental health","score_opus":0.018696452056466757,"score_gpt":0.2949662933698088,"score_spread":0.27626984131334203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411874428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96768683,0.0029750722,0.0064164153,0.001042079,0.00270705,0.001184482,0.000098985554,0.00007417086,0.017814897],"genre_scores_gemma":[0.9839928,0.00006772059,0.00052231125,0.0025995492,0.00020924964,0.0000078979665,0.00033550122,0.000016980002,0.012247967],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988766,0.00016359804,0.00024195011,0.00038483468,0.000021281816,0.00031177717],"domain_scores_gemma":[0.999323,0.00014783046,0.00011439707,0.00036129198,0.000042041862,0.000011426551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027049705,0.00014719511,0.00028014206,0.000033112723,0.0002504755,0.000114856135,0.00052981987,0.00021573115,0.000069368594],"category_scores_gemma":[0.000029811883,0.00012884638,0.00011427867,0.0001235148,0.00006889346,0.00020868934,0.00017806551,0.0001860278,0.00012689726],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060110376,0.0017837418,0.026621124,0.00016805888,0.0019567607,0.000012427408,0.0006811788,0.0008554033,0.10726294,0.034626715,0.4869218,0.33309883],"study_design_scores_gemma":[0.011102831,0.0014489992,0.5544951,0.0073386994,0.00044291283,0.0000015064034,0.0015710765,0.0005971147,0.05063043,0.009909724,0.36159685,0.00086473895],"about_ca_topic_score_codex":0.00047593427,"about_ca_topic_score_gemma":0.0002076538,"teacher_disagreement_score":0.527874,"about_ca_system_score_codex":0.000029431958,"about_ca_system_score_gemma":0.000025146886,"threshold_uncertainty_score":0.5254203},"labels":[],"label_agreement":null},{"id":"W4411915892","doi":"10.1111/jsap.13910","title":"Understanding the rationale for metronidazole use in dogs and cats","year":2025,"lang":"en","type":"article","venue":"Journal of Small Animal Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Metronidazole; Medicine; Antimicrobial stewardship; Medical prescription; Antimicrobial; Antibiotics; CATS; Intensive care medicine; Internal medicine; Pharmacology; Antibiotic resistance; Microbiology","score_opus":0.09222086164920122,"score_gpt":0.30094661548333157,"score_spread":0.20872575383413033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411915892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9384629,0.011299611,0.028370941,0.01882576,0.00055633445,0.00033607526,0.0000062372033,0.0000064001233,0.0021357173],"genre_scores_gemma":[0.9968561,0.0003572895,0.0009779817,0.000636096,0.000025545984,8.432859e-7,8.612563e-7,0.0000035596045,0.0011417393],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942935,0.000115768125,0.00024157338,0.00007401625,0.000022582102,0.000116700336],"domain_scores_gemma":[0.9977775,0.001830212,0.00023039937,0.000054199805,0.0000996748,0.000007996278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007185038,0.00005906236,0.0001297273,0.00008503389,0.00014549728,0.000037973394,0.000088555775,0.00007335012,0.000010112754],"category_scores_gemma":[0.00087695214,0.000037738533,0.000041487514,0.00009552672,0.000081484075,0.00030118367,0.000025480196,0.00026501095,0.000002332174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01860848,0.0011339661,0.048164707,0.00031207595,0.0021762927,0.000115174604,0.004929894,0.00019877216,0.4473268,0.44335943,0.032171056,0.0015033354],"study_design_scores_gemma":[0.017567115,0.0028444543,0.22521728,0.0011546384,0.0017999801,0.0019744486,0.07869551,0.00027040654,0.028956318,0.015289588,0.6254897,0.0007405722],"about_ca_topic_score_codex":0.00004157809,"about_ca_topic_score_gemma":0.00019850103,"teacher_disagreement_score":0.59331864,"about_ca_system_score_codex":0.000060467573,"about_ca_system_score_gemma":0.000102531485,"threshold_uncertainty_score":0.15389326},"labels":[],"label_agreement":null},{"id":"W4412065175","doi":"10.1186/s12920-025-02163-y","title":"Antibiotic resistance genes circulating in Nigeria: a systematic review and meta-analysis from the One Health perspective","year":2025,"lang":"en","type":"review","venue":"BMC Medical Genomics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health; University of Ghana","keywords":"Human genetics; Antibiotic resistance; Perspective (graphical); Gene; Biology; Meta-analysis; Antibiotics; Computational biology; Genetics; Bioinformatics; Biotechnology; Medicine; Internal medicine; Computer science","score_opus":0.06407718284205542,"score_gpt":0.33654742288520334,"score_spread":0.2724702400431479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412065175","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002619057,0.9955917,0.0005072979,0.0009804475,0.00010966162,0.0024016788,0.00028092886,0.000024170842,0.00010149802],"genre_scores_gemma":[0.000037096135,0.9964834,0.00030339014,0.0013342049,0.0000313289,0.000048999005,0.00019229321,0.000026412008,0.001542896],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9934829,0.0032286781,0.0018424423,0.0008593328,0.00014429474,0.00044237886],"domain_scores_gemma":[0.9941552,0.0036557785,0.0010814817,0.0009670442,0.0000705409,0.000069923255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023698697,0.00051192206,0.009607606,0.00017828071,0.00023202236,0.000028532852,0.00072936586,0.00061623426,0.00025442214],"category_scores_gemma":[0.0018700918,0.0002913401,0.0015811055,0.0008954207,0.00032188836,0.000021381824,0.00023720344,0.00079786294,0.000050610863],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050237372,0.00007412488,0.000008400422,0.89654183,0.101444185,0.000013470901,0.00028845877,2.9254488e-7,3.6694988e-7,0.00079653104,0.00026605476,0.0005612419],"study_design_scores_gemma":[0.00024729373,0.000016808412,0.000017816608,0.23392712,0.75165224,0.000023072702,0.00065049983,0.0000011125786,4.004779e-7,0.000084389736,0.012897397,0.00048186092],"about_ca_topic_score_codex":0.0004084348,"about_ca_topic_score_gemma":0.008806676,"teacher_disagreement_score":0.6626147,"about_ca_system_score_codex":0.00028014195,"about_ca_system_score_gemma":0.0018339194,"threshold_uncertainty_score":0.99995387},"labels":[],"label_agreement":null},{"id":"W4412176959","doi":"10.1093/jacamr/dlaf113","title":"Policy discourse on AMR in food-producing animals: examining framing and language for effective communication","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Framing (construction); Sociology; Political science; Geography","score_opus":0.010079518408851185,"score_gpt":0.2964860803760744,"score_spread":0.2864065619672232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412176959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877642,0.0068853265,0.0006865556,0.0012526911,0.00020496549,0.0008239612,0.000071507005,0.000059129852,0.0022516889],"genre_scores_gemma":[0.9937927,0.00030592352,0.0011276,0.0004487571,0.000041846437,0.000035878114,0.00003782579,0.000023440554,0.0041860035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984695,0.00022863709,0.00033301205,0.0005219807,0.000030056057,0.0004168283],"domain_scores_gemma":[0.9985718,0.0007123711,0.0001558938,0.000492861,0.000050243172,0.000016827984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042892594,0.00022479986,0.00039236495,0.00028478532,0.00034195845,0.00004123395,0.00025904956,0.0002214426,0.0000053286785],"category_scores_gemma":[0.000631795,0.00021309647,0.00006178219,0.00035091827,0.00030640475,0.0000856124,0.000101515674,0.00033435776,0.000010049625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015068772,0.00020557549,0.004474471,0.0006804307,0.00020559572,0.0000057640714,0.004323988,0.000020373926,0.94726557,0.027135096,0.0032652265,0.010911009],"study_design_scores_gemma":[0.00665249,0.00051583466,0.21148552,0.0073966,0.00013270236,0.000009998807,0.0041254875,0.000019367399,0.75566244,0.0015327978,0.011512576,0.0009541625],"about_ca_topic_score_codex":0.0001958034,"about_ca_topic_score_gemma":0.0017052375,"teacher_disagreement_score":0.20701104,"about_ca_system_score_codex":0.000108672015,"about_ca_system_score_gemma":0.00009407907,"threshold_uncertainty_score":0.8689822},"labels":[],"label_agreement":null},{"id":"W4412403513","doi":"10.1093/jacamr/dlaf118.048","title":"P41 Prevalence and antimicrobial resistance among Gram-negative organisms isolated from a tertiary hospital in Guyana (South America)","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Gram; Antimicrobial; Antibiotic resistance; Gram-negative bacteria; Resistance (ecology); Tertiary care; Microbiology; Medicine; Biology; Antibiotics; Bacteria; Family medicine; Ecology","score_opus":0.003324560625022457,"score_gpt":0.20302985564181042,"score_spread":0.19970529501678796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412403513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98597115,0.0051954077,0.0013482226,0.0015910661,0.001326308,0.001074045,0.00082486053,0.00024285523,0.0024260776],"genre_scores_gemma":[0.94985604,0.0011222946,0.002165012,0.0010379826,0.000060607756,0.00002026113,0.000118785756,0.00007292919,0.0455461],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9954002,0.00048000878,0.0011221947,0.0017054116,0.00012896267,0.0011632167],"domain_scores_gemma":[0.99771863,0.0004454238,0.0005799665,0.0009688477,0.00019805388,0.00008910033],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026215395,0.000771542,0.0011200529,0.00037606625,0.0005382419,0.00013925707,0.00087087485,0.00073624105,0.0002542769],"category_scores_gemma":[0.00040977486,0.00076141075,0.00022511574,0.0011418888,0.0021996228,0.00039719106,0.00034612196,0.0010311129,0.00023747691],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004031176,0.0010288741,0.16192348,0.001460057,0.0010237066,0.00038640556,0.007813076,0.000012739906,0.6912105,0.0008581847,0.1297931,0.00045870236],"study_design_scores_gemma":[0.008002267,0.00017229408,0.5718258,0.008242496,0.0005269041,0.000011126295,0.0012838485,0.00002013941,0.3899132,0.0007894383,0.016787287,0.002425183],"about_ca_topic_score_codex":0.0007492177,"about_ca_topic_score_gemma":0.0025211317,"teacher_disagreement_score":0.40990233,"about_ca_system_score_codex":0.00020445306,"about_ca_system_score_gemma":0.00027719018,"threshold_uncertainty_score":0.9994837},"labels":[],"label_agreement":null},{"id":"W4412488282","doi":"10.1017/s0950268825100307","title":"Antibiotic resistance among ICU patients during the COVID-19 pandemic and its associated factors: a retrospective study using electronic medical records in two Vietnamese hospitals","year":2025,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Provincial Laboratory of Public Health","funders":"University of Tokyo","keywords":"Vietnamese; Pandemic; Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Medicine; Medical record; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Emergency medicine; Medical emergency; Virology; Internal medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.018178633393853557,"score_gpt":0.321732339541907,"score_spread":0.30355370614805344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412488282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99441385,0.003948629,0.00007065431,0.0003093424,0.0004683467,0.00062064343,0.000007964972,0.00006481498,0.00009574721],"genre_scores_gemma":[0.99737406,0.0016595664,0.0000013908823,0.00036624703,0.000018806151,0.000007672605,0.000017040576,0.000009723572,0.00054547744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616826,0.0021545119,0.0005645522,0.0005389982,0.000042995507,0.00053068064],"domain_scores_gemma":[0.99853027,0.0008848293,0.00030282728,0.0001709571,0.00006232511,0.000048765178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025902088,0.00022953296,0.00060601113,0.00017877492,0.0006532196,0.000008523455,0.00010586914,0.0004358111,0.000039946106],"category_scores_gemma":[0.007749627,0.00016275355,0.0000611495,0.0003718164,0.00042054747,0.0001303568,0.000110138906,0.00087900547,0.000003190332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013517535,0.00018651976,0.99794567,0.00004222234,0.00022237802,0.0000035556313,0.0005842857,0.000005989357,0.00034974702,0.00036960418,0.00010645234,0.000048403374],"study_design_scores_gemma":[0.002245593,0.0001926895,0.99583,0.0001443484,0.00007326291,0.000008663645,0.00028069917,0.00004173808,0.00006614569,0.0008517554,0.00010750331,0.00015761977],"about_ca_topic_score_codex":0.0020572697,"about_ca_topic_score_gemma":0.020729339,"teacher_disagreement_score":0.01867207,"about_ca_system_score_codex":0.00047153508,"about_ca_system_score_gemma":0.0001382794,"threshold_uncertainty_score":0.9971398},"labels":[],"label_agreement":null},{"id":"W4412756640","doi":"10.1136/bmjopen-2024-095062","title":"Cross-sectoral synergy governance programme for antimicrobial resistance control in China using a ‘One Health’ approach: study protocol for a mixed-methods study","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Corporate governance; Delphi method; Process management; Information governance; Medicine; Management science; Business; Computer science; Economics; Information system; Artificial intelligence; Political science; Finance","score_opus":0.08346642969008712,"score_gpt":0.4784052087194671,"score_spread":0.39493877902938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412756640","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046075113,0.00012880309,0.056868043,0.0004915241,0.00040992716,0.8954853,0.00015989505,0.000060203754,0.0003212264],"genre_scores_gemma":[0.38224337,6.1377125e-7,0.030650271,0.0003047101,0.00005908049,0.5802105,0.000026075248,0.0000485472,0.0064568417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99604887,0.0010889951,0.0010356293,0.0009094706,0.00006390308,0.00085314404],"domain_scores_gemma":[0.99833864,0.00024503397,0.0005903502,0.00066001475,0.00013220392,0.00003377416],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040071593,0.0003446491,0.0011219264,0.0000952487,0.0005784379,0.00018741978,0.0009317966,0.00021617205,0.000013805428],"category_scores_gemma":[0.00031887344,0.00029975522,0.00014835651,0.0004088951,0.0001801789,0.00017801866,0.00034776345,0.00026300063,0.000002358638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.22231236,0.10492196,0.44735703,0.018588807,0.006619202,0.00006177195,0.012663803,0.0006091296,0.08273193,0.014242193,0.03495474,0.054937076],"study_design_scores_gemma":[0.20975262,0.008075318,0.69953233,0.0040152976,0.00033150136,0.00002203998,0.0064586075,0.00085958216,0.0061554452,0.0006219558,0.062014475,0.0021607985],"about_ca_topic_score_codex":0.0018020517,"about_ca_topic_score_gemma":0.004416729,"teacher_disagreement_score":0.33616823,"about_ca_system_score_codex":0.00020488958,"about_ca_system_score_gemma":0.0007363299,"threshold_uncertainty_score":0.99994546},"labels":[],"label_agreement":null},{"id":"W4412775128","doi":"10.1016/j.eclinm.2025.103397","title":"Shorter versus longer-duration antibiotic treatments for immunocompetent patients with bloodstream infections: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"EClinicalMedicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Meta-analysis; Bloodstream infection; Antibiotics; Intensive care medicine; Internal medicine; Microbiology","score_opus":0.054231596615850294,"score_gpt":0.36252953051956693,"score_spread":0.3082979339037166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412775128","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000782598,0.9924356,0.00015812759,0.000110122746,0.00029466127,0.006567012,0.0003092133,0.000044554115,0.0000729189],"genre_scores_gemma":[0.00011635008,0.99249715,0.000095289164,0.00021830219,0.000020745034,0.00035441216,0.002459931,0.000028923223,0.0042088763],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9963289,0.0005490087,0.0019669745,0.000752199,0.00008753236,0.00031541503],"domain_scores_gemma":[0.995539,0.0021780122,0.001174205,0.00085886114,0.00020486499,0.00004506128],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056067517,0.0006327726,0.0089720525,0.0003137016,0.00018695391,0.000017629736,0.00022748645,0.00046205337,0.000195938],"category_scores_gemma":[0.0006274001,0.00031941666,0.0019379341,0.0006496951,0.00023552949,0.000051239746,0.00006753974,0.0003396932,0.000049603575],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004291327,0.0005917496,0.000062704734,0.505215,0.49175704,0.0000026964142,0.000008734913,4.6411312e-8,4.0325094e-8,0.000020671703,0.0003665441,0.0019318636],"study_design_scores_gemma":[0.0018283497,0.0010170271,0.000035171583,0.07108625,0.916607,0.0000061884143,0.000009229663,1.4164357e-7,2.939308e-7,0.0000015372018,0.009137956,0.00027080934],"about_ca_topic_score_codex":0.000015538986,"about_ca_topic_score_gemma":0.000034570377,"teacher_disagreement_score":0.43412876,"about_ca_system_score_codex":0.000058432055,"about_ca_system_score_gemma":0.00014498857,"threshold_uncertainty_score":0.9999258},"labels":[],"label_agreement":null},{"id":"W4413030287","doi":"10.1002/waf2.70007","title":"Antimicrobial Resistance Threat, One Health Plans, and Administrative Capacity","year":2025,"lang":"en","type":"article","venue":"World Affairs","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Resistance (ecology); Biotechnology; Business; Biology; Microbiology; Antibiotics; Agronomy","score_opus":0.022321095420522376,"score_gpt":0.26504145911809224,"score_spread":0.24272036369756986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413030287","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41672286,0.05390296,0.0019511923,0.08083072,0.0036358251,0.001946506,0.0012867186,0.0006923962,0.4390308],"genre_scores_gemma":[0.93384016,0.00037993278,0.0004565308,0.0006999212,0.00002229003,0.0000028892666,0.00003726244,0.000008174145,0.06455282],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998881,0.00012224368,0.00025917104,0.00036031965,0.00002570759,0.00035157293],"domain_scores_gemma":[0.99949574,0.00009935055,0.000107944026,0.00023799723,0.000029759965,0.000029200402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015929602,0.00017088595,0.00034416726,0.00011664744,0.00035374225,0.000018143128,0.00013848637,0.00010763731,0.00008375384],"category_scores_gemma":[0.000019417059,0.00015475076,0.000051218944,0.000238856,0.00048069705,0.000050819475,0.000051535855,0.000278405,0.00005973957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015218697,0.00091911835,0.022707805,0.0012110972,0.0010568,0.000036740304,0.002710302,0.0000012877612,0.085818335,0.40991926,0.47005618,0.004041208],"study_design_scores_gemma":[0.0061618825,0.00033215721,0.16435406,0.0041741873,0.00020578997,0.000044989305,0.004489255,0.0000015799443,0.1843898,0.004066695,0.6305003,0.0012792964],"about_ca_topic_score_codex":0.00012074783,"about_ca_topic_score_gemma":0.009758378,"teacher_disagreement_score":0.5171173,"about_ca_system_score_codex":0.00005351282,"about_ca_system_score_gemma":0.0001679103,"threshold_uncertainty_score":0.6310553},"labels":[],"label_agreement":null},{"id":"W4413035017","doi":"10.3389/fpubh.2025.1589290","title":"Antibiotic stewardship and antimicrobial resistance in conflict-affected Sudan: a situational analysis","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Antimicrobial stewardship; Psychological intervention; Poverty; Health care; Thematic analysis; Antibiotic resistance; Medicine; Focus group; Stewardship (theology); Economic growth; Business; Qualitative research; Nursing; Political science; Antibiotics; Sociology","score_opus":0.014490712198086703,"score_gpt":0.2640146512194799,"score_spread":0.24952393902139322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413035017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9465796,0.01778981,0.012896486,0.016801547,0.0015845684,0.0007694378,0.00010106672,0.000097485434,0.0033799966],"genre_scores_gemma":[0.9925264,0.00094656006,0.0014684139,0.001401184,0.000012070799,0.0000034518023,0.00017767734,0.0000093465505,0.0034548587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997617,0.00058223336,0.00057304977,0.00051739806,0.000055734592,0.0006545943],"domain_scores_gemma":[0.9993412,0.00010108063,0.00015879184,0.00028507962,0.000060753056,0.00005312034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094774715,0.00019321717,0.0006900087,0.0013344412,0.00017101532,0.000041006315,0.0002183915,0.00028080703,0.000028093396],"category_scores_gemma":[0.0001835611,0.00019085426,0.00007984983,0.002192743,0.0003149757,0.0001242078,0.00006405482,0.00039952004,0.00000797162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018117284,0.00050639134,0.91068554,0.0004827512,0.000915755,0.000017978822,0.0015786238,0.000012916374,0.001441165,0.008459243,0.07202604,0.0036924202],"study_design_scores_gemma":[0.002040687,0.000036279365,0.9708275,0.00022696657,0.000046998768,0.0000017977226,0.00054491067,0.000056519966,0.00021234744,0.00019276176,0.025605569,0.00020762571],"about_ca_topic_score_codex":0.0003308217,"about_ca_topic_score_gemma":0.0038649905,"teacher_disagreement_score":0.06014199,"about_ca_system_score_codex":0.000249196,"about_ca_system_score_gemma":0.0007201406,"threshold_uncertainty_score":0.7782811},"labels":[],"label_agreement":null},{"id":"W4413037190","doi":"10.3389/fphar.2025.1600787","title":"Global variation in antibiotic prescribing guidelines and the implications for decreasing AMR in the future","year":2025,"lang":"en","type":"review","venue":"Frontiers in Pharmacology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Guideline; Medicine; Documentation; Population; Global health; Antibiotic resistance; Family medicine; Scope (computer science); MEDLINE; Environmental health; Antibiotics; Public health; Nursing; Political science; Pathology","score_opus":0.02953096851970796,"score_gpt":0.35756699844490725,"score_spread":0.3280360299251993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413037190","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011188641,0.98895824,0.0020965587,0.002946675,0.003325832,0.002262976,0.00009404059,0.000012612258,0.00019120557],"genre_scores_gemma":[0.00062652555,0.9971013,0.001004296,0.0006992297,0.00016691418,0.00012648897,0.00010514312,0.000010975805,0.00015910076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734664,0.0011195479,0.0007317893,0.00041340673,0.000019722527,0.00036886972],"domain_scores_gemma":[0.99879706,0.0006686317,0.00025535928,0.00022384292,0.00004589522,0.000009196839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010688974,0.00026298763,0.0010037224,0.000231909,0.0001570988,0.000019157726,0.00052130234,0.0005507885,0.0000045344304],"category_scores_gemma":[0.00018399433,0.00015439502,0.00015073334,0.0006019403,0.00028643722,0.000045878143,0.00009062781,0.00044489326,0.0000014156885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004213539,0.00021477108,0.0033966934,0.005645012,0.0005323668,0.000009150824,0.0006007269,0.000014413783,0.000025395935,0.009626189,0.13058242,0.8489315],"study_design_scores_gemma":[0.003477212,0.000023074406,0.003212784,0.0027186843,0.0009072759,0.00005437651,0.00038347798,0.000039147675,0.0000018893478,0.0024732468,0.98646706,0.00024177448],"about_ca_topic_score_codex":0.00009522536,"about_ca_topic_score_gemma":0.00023452361,"teacher_disagreement_score":0.8558847,"about_ca_system_score_codex":0.00014803318,"about_ca_system_score_gemma":0.0003429132,"threshold_uncertainty_score":0.6296046},"labels":[],"label_agreement":null},{"id":"W4413040998","doi":"10.1080/17441692.2025.2542400","title":"The role of gender in antimicrobial resistance: Findings from a scoping review","year":2025,"lang":"en","type":"review","venue":"Global Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University","funders":"Department of Health and Social Care; TDR; United Nations Development Programme; UNICEF; Wellcome Trust; World Health Organization; World Bank Group","keywords":"Psychological intervention; Grey literature; Vulnerability (computing); Gender analysis; Equity (law); Political science; Global health; Resistance (ecology); Health care; Medicine; Public relations; Economic growth; MEDLINE; Nursing; Economics","score_opus":0.03786026386804452,"score_gpt":0.351056625606777,"score_spread":0.31319636173873244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413040998","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000045792526,0.9930528,0.000015201614,0.0010276642,0.0006161349,0.0015579432,0.0006127948,0.000030752908,0.0030821438],"genre_scores_gemma":[0.000033920478,0.9980981,0.00004536295,0.0008325623,0.000027807893,0.000022490127,0.00040616276,0.000013094944,0.0005205324],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959966,0.0010778542,0.0015016637,0.0005423704,0.00007488239,0.0008066311],"domain_scores_gemma":[0.9981222,0.00040782386,0.0006940452,0.0006490107,0.00007635793,0.000050533952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013450825,0.00035935544,0.0022974883,0.00009257697,0.0002742778,0.000029907034,0.00078455097,0.00050120015,0.000073476236],"category_scores_gemma":[0.00042461848,0.00024044607,0.00038018438,0.00088655704,0.00024141121,0.000054627177,0.00021234046,0.00055176887,0.000089348876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015307129,0.00011511961,0.00007720281,0.29357132,0.00033692553,0.0000039257284,0.00006615405,1.0379822e-8,0.0000011278042,0.0049490286,0.053114634,0.64774925],"study_design_scores_gemma":[0.00013813673,0.0000073848696,0.000020350592,0.34117413,0.000059225753,0.0000041399703,0.000019977546,6.608163e-9,6.449024e-7,0.00010163513,0.658353,0.00012139044],"about_ca_topic_score_codex":0.00045044834,"about_ca_topic_score_gemma":0.0013270229,"teacher_disagreement_score":0.6476279,"about_ca_system_score_codex":0.00036942985,"about_ca_system_score_gemma":0.0060136924,"threshold_uncertainty_score":0.9996213},"labels":[],"label_agreement":null},{"id":"W4413055037","doi":"10.1136/bmjopen-2024-093210","title":"Procalcitonin to guide antibiotic use during the first wave of COVID-19 in English and Welsh hospitals: integration and triangulation of findings from quantitative and qualitative sources","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Research for Patient Benefit Programme; Programme Grants for Applied Research; Cardiff University; Medical Research Council; Tillotts Pharma; Shionogi; Pfizer; Fudan University; British Infection Association; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; British Society for Antimicrobial Chemotherapy; Health and Care Research Wales","keywords":"Medicine; Qualitative property; Qualitative research; Data collection; Public health; Focus group; Health services research; Family medicine; Nursing","score_opus":0.05123873202536209,"score_gpt":0.38830814812281583,"score_spread":0.3370694160974537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413055037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99581265,0.0007705931,0.00041052376,0.0008871381,0.000056442095,0.0019123838,0.000056472854,0.0000060570583,0.00008772714],"genre_scores_gemma":[0.99855363,0.0000701213,0.0006261004,0.00010360892,0.000003448155,0.000014540072,0.000015848756,0.0000042734573,0.00060845155],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990539,0.00024662487,0.0003513346,0.00022355125,0.000027969945,0.00009659878],"domain_scores_gemma":[0.9986858,0.00095007225,0.00015844336,0.00012124672,0.000070357266,0.000014083828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006877726,0.000096020376,0.00029374138,0.00010697106,0.000119497774,0.000040298753,0.00010319226,0.00009984658,0.000007650071],"category_scores_gemma":[0.0020690558,0.00006695596,0.000017009426,0.00016987021,0.00028264447,0.00017476465,0.00019081004,0.00008106697,5.4784584e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030587818,0.00011955284,0.38091207,0.00066552917,0.0003643478,0.000005093183,0.5248813,0.000021329557,0.07617294,0.01224256,0.0008049872,0.00075150176],"study_design_scores_gemma":[0.002203975,0.00020136237,0.84200376,0.0010898008,0.000044778353,0.0000015472904,0.09592214,0.000029823588,0.05726585,0.0006513247,0.00045000963,0.00013564655],"about_ca_topic_score_codex":0.0034800814,"about_ca_topic_score_gemma":0.0030364029,"teacher_disagreement_score":0.46109167,"about_ca_system_score_codex":0.00002674412,"about_ca_system_score_gemma":0.00006827695,"threshold_uncertainty_score":0.52608657},"labels":[],"label_agreement":null},{"id":"W4413127802","doi":"10.29390/001c.142509","title":"A pilot study of the impact of bacterial and fungal coinfections on mildly ill COVID-19 patients","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Saint Petersburg State University","keywords":"Pneumonia; Sputum; Mycoplasma pneumoniae; Candida albicans; Streptococcus pneumoniae; Population; Community-acquired pneumonia; Medicine; Sputum culture; Coinfection; Colonization; Immunology; Bacterial pneumonia; Microbiology; Internal medicine; Biology; Antibiotics; Virus; Pathology; Tuberculosis","score_opus":0.024792582183276332,"score_gpt":0.2821535481197148,"score_spread":0.2573609659364385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413127802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969547,0.0018422495,0.000003508165,0.0000611047,0.00070702605,0.00020218051,0.000058792273,0.0000015156219,0.00016893077],"genre_scores_gemma":[0.9993536,0.000035988214,7.7688605e-7,0.00046891384,0.000020110674,5.3182134e-7,6.6906097e-7,0.0000051710776,0.000114225164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991492,0.0003037839,0.00030232064,0.00008114785,0.000029527131,0.00013400239],"domain_scores_gemma":[0.9992209,0.00009512885,0.0002709235,0.00016342137,0.00017271527,0.00007692049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019943205,0.00009396443,0.00023372246,0.00021768898,0.00019003243,0.000006873517,0.00016658062,0.00005319864,0.00015509046],"category_scores_gemma":[0.00014205117,0.000056579785,0.0000905938,0.00015120911,0.00023675714,0.000030061345,0.000007540889,0.00018932595,9.3759525e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017626485,0.00071607076,0.92934495,0.000016297452,0.0008422968,0.000008363223,0.0013104355,0.000036173893,0.050441336,0.00008277278,0.013980185,0.00145847],"study_design_scores_gemma":[0.0061315987,0.012318139,0.9613893,0.00008881276,0.000039939685,0.000008421296,0.0003918898,7.275441e-8,0.003707405,0.000041851774,0.01580353,0.000079024336],"about_ca_topic_score_codex":0.0040488327,"about_ca_topic_score_gemma":0.011915625,"teacher_disagreement_score":0.04673393,"about_ca_system_score_codex":0.00009816926,"about_ca_system_score_gemma":0.0016355499,"threshold_uncertainty_score":0.66491985},"labels":[],"label_agreement":null},{"id":"W4413332248","doi":"10.3390/antibiotics14080839","title":"Antimicrobial Use and Awareness of Antimicrobial Resistance in the Livestock Sector in the Western Balkans","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Antimicrobial; Livestock; Antibiotic resistance; Resistance (ecology); Geography; Microbiology; Biology; Antibiotics; Agronomy; Forestry","score_opus":0.017732503623920218,"score_gpt":0.2530599669739691,"score_spread":0.2353274633500489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413332248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957068,0.0012953547,0.00016030933,0.0015873936,0.00035971322,0.000381818,0.000056013097,0.000013011606,0.00043957736],"genre_scores_gemma":[0.9966861,0.0006544053,0.00012037086,0.0013639411,0.000019418829,3.030007e-7,0.000024313078,0.0000106532925,0.0011204978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984294,0.00041515258,0.0004345828,0.00031918538,0.000048182203,0.00035345374],"domain_scores_gemma":[0.99883777,0.00050316914,0.000127858,0.00047266338,0.000051350755,0.0000071665027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045114828,0.00020348425,0.00036270698,0.00015982092,0.00015892692,0.000053339252,0.00052986335,0.00026007794,0.0000046987266],"category_scores_gemma":[0.000091680864,0.0001280849,0.00006895844,0.00050352485,0.000562376,0.00011013386,0.00009057697,0.00039734918,0.000009548326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002994866,0.0005830181,0.8053966,0.00045994704,0.00008859519,0.00006385756,0.004478693,0.000010329273,0.17226303,0.004516256,0.011748951,0.00009119555],"study_design_scores_gemma":[0.0018145295,0.000057213434,0.9210077,0.0011750436,0.00008498792,0.000040609797,0.000982344,0.0000031842192,0.06650031,0.00009020362,0.007971996,0.00027188397],"about_ca_topic_score_codex":0.00047961005,"about_ca_topic_score_gemma":0.005563472,"teacher_disagreement_score":0.11561105,"about_ca_system_score_codex":0.000015804364,"about_ca_system_score_gemma":0.0001060729,"threshold_uncertainty_score":0.522315},"labels":[],"label_agreement":null},{"id":"W4413340918","doi":"10.1093/ofid/ofaf487","title":"Antimicrobial Usage Among Acutely Ill Hospitalized Children Aged 2‒23 Months in Sub-Saharan Africa and South Asia","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Centre for Global Health Research; Hospital for Sick Children","funders":"Medical Research Council Canada; Wellcome Trust; Department for International Development; Bill and Melinda Gates Foundation","keywords":"Medicine; Antimicrobial; Antimicrobial stewardship; Pediatrics; Intensive care medicine; Antibiotics; Antibiotic resistance","score_opus":0.00430738090712177,"score_gpt":0.21933386292353796,"score_spread":0.2150264820164162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413340918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832829,0.005363459,0.000026197993,0.00019227185,0.00033435994,0.0011553006,0.00029079278,0.00009810938,0.009256596],"genre_scores_gemma":[0.9958934,0.0007048508,0.0000090755975,0.00030173032,0.000010518156,0.00003137538,0.0001868996,0.000022795884,0.0028393115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984735,0.00014150611,0.00031924152,0.0005141061,0.000032330707,0.00051931955],"domain_scores_gemma":[0.999447,0.00005247137,0.00012786231,0.00028099105,0.000043290856,0.00004840128],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010969707,0.00028007323,0.00048006448,0.00019538452,0.00042981736,0.00015794978,0.0003727101,0.00023800295,0.00009901849],"category_scores_gemma":[0.00008285836,0.0002477522,0.00012254031,0.00031459297,0.00038858355,0.00028447184,0.00041108686,0.0002356164,0.000100671576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027968545,0.00040517902,0.9478693,0.00002851327,0.00034945583,0.000018996623,0.00016668873,0.0000023358039,0.004190914,0.00024285795,0.045699414,0.00074663945],"study_design_scores_gemma":[0.0039244303,0.000097107615,0.98978364,0.00021991912,0.00016650137,0.0000103821285,0.00010410391,0.0000015086283,0.0033308119,0.00024985961,0.0017880298,0.0003236756],"about_ca_topic_score_codex":0.0006167912,"about_ca_topic_score_gemma":0.0006827447,"teacher_disagreement_score":0.043911386,"about_ca_system_score_codex":0.000043722994,"about_ca_system_score_gemma":0.00008786571,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W4413401022","doi":"10.1016/j.eclinm.2025.103437","title":"Antibiotic treatment of pediatric infections in primary healthcare setting: evaluation and comparison of 80 national treatment guidelines with the WHO AWaRe book recommendations","year":2025,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"St. George's, University of London; University of Oxford; Ministero dell'Università e della Ricerca; European Commission; University of London; Wellcome Trust","keywords":"Medicine; Antibiotics; Family medicine; Health care","score_opus":0.07326234299165767,"score_gpt":0.4224607130453366,"score_spread":0.34919837005367893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413401022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8758496,0.050124437,0.00028460583,0.07087878,0.000409605,0.0012834531,0.000073504365,0.000023191546,0.0010728211],"genre_scores_gemma":[0.992823,0.005494893,0.000113552174,0.00036592953,0.000054897304,0.000011675852,0.00018279545,0.000004590714,0.00094863976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876136,0.00022786178,0.0006446852,0.00018957778,0.0000671285,0.00010937765],"domain_scores_gemma":[0.9984155,0.0008198865,0.00027189622,0.00015737371,0.00032299128,0.0000123105665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044965697,0.00011052151,0.00040042505,0.00014623062,0.00011143369,0.0000018861286,0.000050539664,0.00010623664,0.000043224267],"category_scores_gemma":[0.00017735155,0.000061284656,0.000043366694,0.00025607747,0.00020389177,0.000026017655,0.000015693751,0.000087662505,0.0000020304208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023290676,0.0015738223,0.94738406,0.0001431247,0.00034315037,6.1506137e-7,0.00094015157,0.000091420305,0.00035582436,0.00036589228,0.020231808,0.0283372],"study_design_scores_gemma":[0.012446727,0.0056189317,0.94841075,0.0008666498,0.0010253014,0.000010477565,0.0020542145,0.0005068689,0.0017291822,0.000167345,0.026980719,0.00018280701],"about_ca_topic_score_codex":0.00016954537,"about_ca_topic_score_gemma":0.0004736644,"teacher_disagreement_score":0.11697343,"about_ca_system_score_codex":0.000116772964,"about_ca_system_score_gemma":0.0004449674,"threshold_uncertainty_score":0.24991158},"labels":[],"label_agreement":null},{"id":"W4413439308","doi":"10.1016/j.eclinm.2025.103384","title":"The prevalence and risk of mortality associated with antimicrobial resistance within nosocomial settings—a global systematic review and meta-analysis of over 20,000 patients","year":2025,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"NIHR Leicester Biomedical Research Centre; NIHR Imperial Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Medicine; Meta-analysis; Antibiotic resistance; Antimicrobial; Intensive care medicine; MEDLINE; Environmental health; Internal medicine; Antibiotics; Microbiology","score_opus":0.014749855496553601,"score_gpt":0.3002535678994327,"score_spread":0.2855037124028791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413439308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87165356,0.12509128,0.000034862696,0.0008290487,0.000106797954,0.0010923962,0.0009762689,0.00001491039,0.00020089492],"genre_scores_gemma":[0.9882151,0.009111852,0.000029213901,0.00057876634,0.0000032451571,0.000007338398,0.000034662247,0.0000046205537,0.0020152035],"study_design_codex":"observational","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99741614,0.00077162695,0.0012280839,0.00032095602,0.000096593205,0.00016659414],"domain_scores_gemma":[0.99658185,0.0013813643,0.0013350319,0.00046200023,0.00021868592,0.000021047967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002027834,0.00017507421,0.0020994593,0.000037247293,0.00014338731,0.0000050485305,0.00020427175,0.00014969448,0.000039681294],"category_scores_gemma":[0.0025347236,0.00008633386,0.00024175578,0.0005070475,0.0010199681,0.000028928336,0.000080142745,0.00021160606,5.749292e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033820962,0.00030115098,0.6931452,0.06817467,0.23333323,0.0000019993981,0.00010574811,0.0000015767854,0.00009008037,0.00034216748,0.004162572,0.0000033489569],"study_design_scores_gemma":[0.0011434815,0.000121326004,0.44012463,0.006714128,0.5516194,4.6927923e-7,0.000020001602,0.000003153249,0.000090538924,0.00004285752,0.000025513864,0.000094463176],"about_ca_topic_score_codex":0.00006858914,"about_ca_topic_score_gemma":0.00067005353,"teacher_disagreement_score":0.31828618,"about_ca_system_score_codex":0.000014985351,"about_ca_system_score_gemma":0.00004815903,"threshold_uncertainty_score":0.37581146},"labels":[],"label_agreement":null},{"id":"W4413500415","doi":"10.64628/aam.g6arkuya4","title":"The fight against antibiotic resistance is growing more urgent, but artificial intelligence can help","year":2023,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antibiotics; Risk analysis (engineering); Computer science; Business; Engineering; Artificial intelligence; Biology; Microbiology; Ecology","score_opus":0.023341727464691188,"score_gpt":0.2586168078761093,"score_spread":0.23527508041141812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413500415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88278186,0.010956638,0.0011344348,0.07053186,0.0059718764,0.0011976694,0.00022540144,0.001185393,0.026014842],"genre_scores_gemma":[0.87988675,0.0012220114,0.000050891085,0.0027522184,0.00008543255,0.000004510358,0.00005934691,0.000026691949,0.11591214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983211,0.00009895506,0.0004079375,0.00042698134,0.000075220574,0.00066981727],"domain_scores_gemma":[0.9990051,0.00027741105,0.0001029823,0.0004977622,0.00007004087,0.000046728917],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003084799,0.00021797724,0.0002368667,0.00008601065,0.0009821302,0.000053775133,0.00045573665,0.0002132355,0.00030033148],"category_scores_gemma":[0.00014330911,0.00014220174,0.00014141835,0.00051811576,0.00041676717,0.00007614403,0.0001279958,0.0002935456,0.0020200238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028822254,0.0001443369,0.0013637708,0.00014501842,0.0005299859,0.00017170425,0.0015632509,0.000033870176,0.519945,0.058551524,0.39622375,0.021039527],"study_design_scores_gemma":[0.00011918213,0.00003416279,0.001124429,0.0001763388,0.000037100395,0.000008449285,0.005703525,0.000063987034,0.78757817,0.0013030886,0.203464,0.00038753793],"about_ca_topic_score_codex":0.00006371794,"about_ca_topic_score_gemma":0.0006397671,"teacher_disagreement_score":0.26763317,"about_ca_system_score_codex":0.00003527456,"about_ca_system_score_gemma":0.000097124,"threshold_uncertainty_score":0.998757},"labels":[],"label_agreement":null},{"id":"W4413512988","doi":"10.64628/aam.n4jgqmhud","title":"Antibiotics in cold and flu season: Potentially harmful and seldom helpful","year":2020,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Antibiotics; Flu season; Common cold; Microbiology; Virology; Medicine; Biology; Immunology","score_opus":0.009578009610940715,"score_gpt":0.20008182413796766,"score_spread":0.19050381452702694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413512988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98614943,0.005364704,0.00052370864,0.005646464,0.00014520378,0.00016627296,0.000012511802,0.000056989236,0.001934697],"genre_scores_gemma":[0.9944291,0.0008150601,0.00041698577,0.0018868361,0.000023392082,9.841437e-8,0.0000080794325,0.000009225442,0.0024111893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992843,0.000052398296,0.00015637303,0.00026991524,0.000020152678,0.0002168332],"domain_scores_gemma":[0.99977803,0.000039241164,0.00003394443,0.00008610036,0.000022872293,0.000039800743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007151199,0.00011973714,0.00021264747,0.00002833824,0.00007324069,0.000019715964,0.00007366738,0.00017488403,0.00018898438],"category_scores_gemma":[0.000030036745,0.000097923585,0.000022396032,0.00009368601,0.00016879835,0.00007237632,0.00009208504,0.00017221714,0.000092156704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022233052,0.00009470376,0.068677664,0.00015498274,0.000123724,0.000091096146,0.0006394108,0.0000027628698,0.9125488,0.0074932287,0.007271568,0.0026797694],"study_design_scores_gemma":[0.008254033,0.0007910359,0.11300656,0.0002454966,0.00016164474,0.0001756586,0.0031500321,0.00024833254,0.71632314,0.00018340531,0.15643707,0.0010236038],"about_ca_topic_score_codex":0.000041028987,"about_ca_topic_score_gemma":0.00006147846,"teacher_disagreement_score":0.19622563,"about_ca_system_score_codex":0.0000046426107,"about_ca_system_score_gemma":0.000024789577,"threshold_uncertainty_score":0.3993208},"labels":[],"label_agreement":null},{"id":"W4413526211","doi":"10.64628/aa.7fq657dt5","title":"Will we still have antibiotics in 50 years? We asked 7 global experts","year":2023,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Antibiotics; Medicine; Internet privacy; Computer science; Microbiology; Biology","score_opus":0.016112649478376883,"score_gpt":0.26443034772513907,"score_spread":0.2483176982467622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413526211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833769,0.0038130684,0.00014982895,0.0025523626,0.0012145396,0.00022684233,0.00005038291,0.00030539604,0.008310645],"genre_scores_gemma":[0.9672145,0.0024791597,0.000118281954,0.00022215027,0.0000276508,3.3647828e-7,0.000040438783,0.000013950572,0.029883528],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988286,0.00007757543,0.00025309908,0.00032191921,0.00004159867,0.0004772038],"domain_scores_gemma":[0.99956506,0.00006303901,0.000049511007,0.00027503527,0.000021730883,0.000025609608],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000115925446,0.00016109775,0.0002612061,0.00009320295,0.00005244943,0.000013553756,0.00021044101,0.00032214943,0.00056154723],"category_scores_gemma":[0.000032516633,0.00013333849,0.00007583001,0.00029535827,0.00017698466,0.00009460141,0.00011843493,0.00014367627,0.0019619355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006262614,0.001016588,0.28966862,0.00025890366,0.00063607015,0.0010290429,0.0055110655,0.000077203724,0.23063248,0.03285736,0.41049767,0.027188748],"study_design_scores_gemma":[0.004227039,0.00028920802,0.19366013,0.00058347976,0.00005486238,0.000099461235,0.008952324,0.00010336534,0.03585095,0.0028999348,0.75227106,0.0010082162],"about_ca_topic_score_codex":0.00012182911,"about_ca_topic_score_gemma":0.0004807245,"teacher_disagreement_score":0.34177336,"about_ca_system_score_codex":0.00004512458,"about_ca_system_score_gemma":0.000047359536,"threshold_uncertainty_score":0.9988152},"labels":[],"label_agreement":null},{"id":"W4413527973","doi":"10.64628/aam.m5umamhv6","title":"Antimicrobial resistance now hits lower-income countries the hardest, but superbugs are a global threat we must all fight","year":2023,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Resistance (ecology); Business; Biotechnology; Biology; Microbiology; Antibiotics; Agronomy","score_opus":0.011902454433002748,"score_gpt":0.23583567761709054,"score_spread":0.2239332231840878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413527973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9144739,0.011115772,0.00010613578,0.05457933,0.003669615,0.0007490054,0.0012359697,0.00095393875,0.01311635],"genre_scores_gemma":[0.8420515,0.003775156,0.00004975551,0.0019462877,0.00012885546,0.00000860253,0.000084764084,0.000030324089,0.15192477],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980064,0.00014949245,0.00038459708,0.00055298145,0.00009387641,0.00081263983],"domain_scores_gemma":[0.99884605,0.00019980056,0.00013384256,0.00065470824,0.00012475299,0.000040829367],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024295542,0.00035821504,0.00045228426,0.000057181383,0.00059898605,0.00007878484,0.0006589655,0.00040326326,0.0009905178],"category_scores_gemma":[0.00004734231,0.00022359732,0.00019907937,0.00041255384,0.0006814511,0.00012989681,0.000222212,0.00031712643,0.0069530564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007994338,0.0000953157,0.025982324,0.00024118743,0.00047448528,0.00027851312,0.00027084598,0.0000068948207,0.014369152,0.004520517,0.95287764,0.00008369368],"study_design_scores_gemma":[0.0017251398,0.00009578116,0.07261625,0.00063171564,0.0001474482,0.000121811325,0.0005194558,0.000004460992,0.023047449,0.0003200225,0.90013045,0.0006399968],"about_ca_topic_score_codex":0.00009738234,"about_ca_topic_score_gemma":0.0041879374,"teacher_disagreement_score":0.13880843,"about_ca_system_score_codex":0.000084239706,"about_ca_system_score_gemma":0.00011143307,"threshold_uncertainty_score":0.9999227},"labels":[],"label_agreement":null},{"id":"W4413542540","doi":"10.64628/aap.r9s9qdstk","title":"La résistance aux antimicrobiens est devenue une urgence mondiale. Il faut réagir avant qu’il ne soit trop tard","year":2024,"lang":"fr","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Political science","score_opus":0.011295057888098732,"score_gpt":0.2523984540324112,"score_spread":0.24110339614431245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413542540","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43278566,0.44784832,0.018790547,0.034847554,0.025973158,0.0010436561,0.0029554318,0.0008620328,0.034893658],"genre_scores_gemma":[0.7258005,0.02451017,0.0008440691,0.00060536555,0.00030964438,0.000008016096,0.00013683335,0.00009123851,0.24769413],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.996033,0.00044423537,0.0008544969,0.0011866578,0.00011133417,0.0013702891],"domain_scores_gemma":[0.99839723,0.00036982264,0.000181594,0.0007548604,0.00015162514,0.00014486586],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044965532,0.00069898285,0.00085653394,0.00020359097,0.0005534133,0.00015092909,0.0006407626,0.0011712187,0.003186163],"category_scores_gemma":[0.00008666735,0.0006305102,0.00043661395,0.00064888166,0.001973625,0.00029823076,0.00023310726,0.0013116417,0.011026111],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004110572,0.00087939744,0.00063307985,0.0020253074,0.0017133697,0.0029125174,0.0052087638,0.00009406634,0.5136132,0.11726502,0.308271,0.046973184],"study_design_scores_gemma":[0.0006968546,0.00025076937,0.00076033955,0.0016588436,0.00035376215,0.0006590164,0.00090207084,0.00016092631,0.046555735,0.00087874185,0.94628793,0.0008350109],"about_ca_topic_score_codex":0.0014396223,"about_ca_topic_score_gemma":0.002771613,"teacher_disagreement_score":0.63801694,"about_ca_system_score_codex":0.00017404549,"about_ca_system_score_gemma":0.00094601745,"threshold_uncertainty_score":0.9996146},"labels":[],"label_agreement":null},{"id":"W4413547324","doi":"10.64628/aam.7dqa776xr","title":"Antibiotic-resistant infections could destroy our way of life: New report","year":2019,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Antibiotics; Intensive care medicine; Antibiotic resistance; Medicine; Microbiology; Biology","score_opus":0.01064720163651147,"score_gpt":0.24290181984278755,"score_spread":0.23225461820627608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413547324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592676,0.0011701387,0.00091818237,0.00068709964,0.0016693271,0.00026382678,0.000011424708,0.00010188399,0.035910487],"genre_scores_gemma":[0.88543004,0.00005771841,0.00025822895,0.00009132346,0.000032023127,2.4309696e-7,0.000023918208,0.000012803108,0.1140937],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989589,0.000046664078,0.00040984785,0.00027225196,0.000041054063,0.00027132386],"domain_scores_gemma":[0.9991788,0.000044199005,0.00019468927,0.0004619135,0.00007839533,0.00004200383],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014527021,0.00014529038,0.00034005533,0.00007887302,0.00007792612,0.000008007205,0.0001468076,0.00025568856,0.00089663255],"category_scores_gemma":[0.00009395788,0.00011063333,0.00012410249,0.00015509933,0.0000671713,0.00006134712,0.00005427284,0.00019691684,0.0012875074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015166326,0.0003055112,0.15094368,0.00008670993,0.0003653291,0.000024419776,0.00008025948,0.000011887599,0.7665355,0.0066851215,0.07447761,0.00033230704],"study_design_scores_gemma":[0.0038691086,0.0010756232,0.25563538,0.0003221895,0.00023521183,0.00040201546,0.0020766698,0.0000060515317,0.5486162,0.00027729003,0.18672763,0.0007566572],"about_ca_topic_score_codex":0.0007577781,"about_ca_topic_score_gemma":0.00016365989,"teacher_disagreement_score":0.21791932,"about_ca_system_score_codex":0.000017000368,"about_ca_system_score_gemma":0.00023186885,"threshold_uncertainty_score":0.9994901},"labels":[],"label_agreement":null},{"id":"W4413568092","doi":"10.64628/aap.jqkccexm7","title":"The other pandemic: Once-treatable diseases are growing resistant to antibiotics","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Pandemic; Antibiotics; Intensive care medicine; Medicine; Coronavirus disease 2019 (COVID-19); Virology; Microbiology; Infectious disease (medical specialty); Biology; Disease; Internal medicine","score_opus":0.018862992293382615,"score_gpt":0.26150899254863547,"score_spread":0.24264600025525285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413568092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8412592,0.12448535,0.0029325846,0.0068041175,0.0073786126,0.0015507773,0.00095917407,0.0007369588,0.0138932485],"genre_scores_gemma":[0.9206064,0.0026841664,0.00030208373,0.0012221391,0.00015396612,0.0000032881321,0.00016300491,0.000059828926,0.074805155],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.997835,0.0002508211,0.00045065826,0.0007526428,0.00007902496,0.000631893],"domain_scores_gemma":[0.9981359,0.00029972856,0.0002173635,0.0011414167,0.00014325297,0.00006228595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022126794,0.00040157334,0.00059125526,0.000061634055,0.0006271642,0.00017181305,0.0006728144,0.0005822926,0.00037483606],"category_scores_gemma":[0.00017099467,0.0002484558,0.00027803742,0.00014651039,0.0002643711,0.000059859685,0.0009934716,0.000682576,0.00030666398],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026342198,0.0017665,0.29180247,0.0022835007,0.008228799,0.00063160603,0.002475715,0.0006529345,0.40853804,0.017523346,0.24847126,0.014991612],"study_design_scores_gemma":[0.0015067507,0.0001760031,0.077633955,0.005005498,0.000981495,0.000052069423,0.013357869,0.000011919391,0.13763139,0.00080316316,0.76070344,0.0021364635],"about_ca_topic_score_codex":0.00081024785,"about_ca_topic_score_gemma":0.0019688453,"teacher_disagreement_score":0.5122322,"about_ca_system_score_codex":0.00009130224,"about_ca_system_score_gemma":0.00025883838,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null},{"id":"W4413630313","doi":"10.64628/aam.p79sttw5v","title":"Humanity under threat from antibiotic-resistant infections","year":2018,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Humanity; Antibiotics; Antibiotic resistance; Microbiology; Medicine; Biology; Political science; Law","score_opus":0.015912060771899217,"score_gpt":0.2486940054628717,"score_spread":0.2327819446909725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413630313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89175385,0.0008266252,0.0028321452,0.0002563194,0.0010862162,0.000107207445,0.00003538001,0.00019828884,0.102903984],"genre_scores_gemma":[0.9823957,0.00004795348,0.00014504894,0.00042449014,0.00013037205,4.3310706e-7,0.000044437853,0.000012695173,0.016798873],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991812,0.00006643569,0.00017733505,0.0002770074,0.000024621917,0.00027340284],"domain_scores_gemma":[0.9994374,0.000076889926,0.000050621013,0.00034072806,0.000074241965,0.000020102972],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006698588,0.00013892542,0.00018020904,0.00005057233,0.0004700361,0.000020048843,0.0001462168,0.00020703183,0.006278153],"category_scores_gemma":[0.000018964274,0.000103504964,0.0000731929,0.00010602382,0.00052029226,0.00006737204,0.00006526003,0.00015507979,0.0055970517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011794314,0.0004544635,0.015092984,0.000009074744,0.00041790152,0.0000048864667,0.0002645721,5.134029e-7,0.89957494,0.05516655,0.028266681,0.00062946655],"study_design_scores_gemma":[0.0013844793,0.0005587731,0.3085672,0.000082548824,0.00014397205,0.000015364472,0.000866855,0.0000024783765,0.61811316,0.005933593,0.06386498,0.00046661485],"about_ca_topic_score_codex":0.001729405,"about_ca_topic_score_gemma":0.003995153,"teacher_disagreement_score":0.2934742,"about_ca_system_score_codex":0.00002641794,"about_ca_system_score_gemma":0.00003648415,"threshold_uncertainty_score":0.9951772},"labels":[],"label_agreement":null},{"id":"W4413756435","doi":"10.1136/bmjopen-2024-096283","title":"Combined impact of the COVID-19 pandemic and the number of comorbidities on community antibiotic utilisation rates: a population-based retrospective cohort study using linked health administrative data in Quebec, Canada","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère de la Santé et des Services Sociaux (Québec); Université de Montréal; Université Laval; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Epidemiology; Retrospective cohort study; Cohort; Cohort study; H1n1 pandemic; Public health; 2019-20 coronavirus outbreak; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Demography; Environmental health; Outbreak; Disease; Infectious disease (medical specialty); Virology; Nursing; Internal medicine","score_opus":0.1434666681792379,"score_gpt":0.4558252435457117,"score_spread":0.3123585753664738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413756435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938963,0.000050142302,0.0000113526985,0.0007121114,0.00009923129,0.004822031,0.0002653575,0.0000039875686,0.00013945367],"genre_scores_gemma":[0.99915725,0.000006525705,0.0000056705317,0.00041279517,0.0000020563523,0.000008866455,0.00020062343,0.000004417924,0.00020180189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966283,0.002584646,0.00043133643,0.00016922345,0.00006406524,0.00012243229],"domain_scores_gemma":[0.99774396,0.00096278865,0.00043874403,0.00078082806,0.000060070095,0.000013585985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019147315,0.0001160932,0.00050222984,0.000033243454,0.00037182277,0.000017852944,0.0005865616,0.000066902685,0.000025775604],"category_scores_gemma":[0.00066860544,0.00006656048,0.000030098465,0.00022681533,0.000375015,0.000059170332,0.00028205957,0.00030136548,1.9549022e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013322707,0.0002225869,0.9956877,0.00007201041,0.00021928985,5.170986e-7,0.0015396044,0.00005976503,0.00005629684,0.00038126748,0.00041955855,0.000009138972],"study_design_scores_gemma":[0.0034760989,0.00010435461,0.9883453,0.00026481692,0.000044000462,0.0000014091086,0.0073650256,0.00015432866,0.000059144055,0.000119342534,0.0000031225059,0.0000630216],"about_ca_topic_score_codex":0.9865901,"about_ca_topic_score_gemma":0.98167217,"teacher_disagreement_score":0.0073423586,"about_ca_system_score_codex":0.0005003184,"about_ca_system_score_gemma":0.00392016,"threshold_uncertainty_score":0.69541955},"labels":[],"label_agreement":null},{"id":"W4413775800","doi":"10.3389/fitd.2025.1637362","title":"Estimated extent of purchasing of antibiotics without a prescription from community pharmacies in a rural province in South Africa and the implications","year":2025,"lang":"en","type":"article","venue":"Frontiers in Tropical Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Research Foundation","keywords":"Medical prescription; Pharmacy; Purchasing; Antibiotics; Socioeconomics; Community pharmacy; Geography; Rural community; Medicine; Business; Traditional medicine; Family medicine; Marketing; Nursing; Economics; Microbiology","score_opus":0.014129857368745816,"score_gpt":0.2590034636049111,"score_spread":0.2448736062361653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413775800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851649,0.011597947,0.0024973822,0.0001477473,0.000100157595,0.0003156153,0.000116443305,0.000009182015,0.000050652117],"genre_scores_gemma":[0.9992174,0.00025444268,0.0004380304,0.000019293091,0.0000019936945,0.0000021696728,0.00002448946,0.0000031925347,0.000039018058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990723,0.00037849275,0.0002927055,0.00010092533,0.00002205921,0.00013352309],"domain_scores_gemma":[0.9995839,0.00012518925,0.00008486742,0.00017555853,0.000020745641,0.000009764236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005139832,0.0000817496,0.0002932684,0.00011230703,0.000057232053,0.0000055865034,0.00015635921,0.000069253925,0.0000027833148],"category_scores_gemma":[0.00016162217,0.00005780628,0.000035809924,0.00017803625,0.0008157942,0.000040204297,0.00007797726,0.00020486485,2.2236156e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010067818,0.00036294328,0.98563254,0.00009619897,0.00004602628,7.072656e-7,0.0017734186,0.000018761655,0.009236071,0.00085559685,0.00008013255,0.00089080055],"study_design_scores_gemma":[0.0024794266,0.000022703056,0.9895495,0.00041665175,0.000058909118,2.0195681e-7,0.0028303533,0.00039616477,0.0021076652,0.0020699187,0.000016165453,0.000052339437],"about_ca_topic_score_codex":0.00035207762,"about_ca_topic_score_gemma":0.00011310222,"teacher_disagreement_score":0.014052497,"about_ca_system_score_codex":0.000027551696,"about_ca_system_score_gemma":0.00005736935,"threshold_uncertainty_score":0.30058277},"labels":[],"label_agreement":null},{"id":"W4413955927","doi":"10.1017/ash.2025.154","title":"Assessment of antibiotic prescribing quality through repeated point prevalence surveys in a Malaysian teaching hospital","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Quality (philosophy); Point (geometry); Environmental health; Family medicine; Mathematics","score_opus":0.043130576614338244,"score_gpt":0.37605626399486103,"score_spread":0.3329256873805228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413955927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723566,0.0046159597,0.008198685,0.009507458,0.0020240913,0.0011361998,0.00015989218,0.00013558433,0.0018654945],"genre_scores_gemma":[0.9939092,0.001086782,0.0024903219,0.0015922874,0.00004279342,0.000008083309,0.00016638299,0.000031199896,0.00067297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97811186,0.016756456,0.0025226013,0.001229357,0.000070973874,0.001308746],"domain_scores_gemma":[0.9953722,0.0024337498,0.0009794481,0.0009481593,0.0002094606,0.000056998964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013403932,0.0004847594,0.0019258203,0.00029208427,0.00035351736,0.000010303877,0.0006677716,0.0009541336,0.00006297979],"category_scores_gemma":[0.0028270334,0.00044788508,0.00034049703,0.0004795929,0.000749494,0.00019971005,0.0003420788,0.0015990697,0.000023164203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010320586,0.000735374,0.9301324,0.0025389933,0.00023300089,0.000018568715,0.00070613116,0.00004990578,0.038605466,0.023473218,0.0013219676,0.0020817656],"study_design_scores_gemma":[0.0014970535,0.0005230138,0.98384875,0.002455211,0.000061762315,0.000021620022,0.00047688466,0.00002169392,0.009378657,0.0009227245,0.00035934898,0.00043328898],"about_ca_topic_score_codex":0.018916314,"about_ca_topic_score_gemma":0.0017285167,"teacher_disagreement_score":0.053716335,"about_ca_system_score_codex":0.0002901845,"about_ca_system_score_gemma":0.0005852902,"threshold_uncertainty_score":0.9997973},"labels":[],"label_agreement":null},{"id":"W4413960963","doi":"10.1017/ash.2025.10088","title":"Enhancing antimicrobial stewardship program: impact of clinical pharmacist-driven feedback in the absence of infectious diseases physicians—a multicenter quasi-experimental study","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"","keywords":"Antimicrobial stewardship; Multicenter study; Medicine; Clinical pharmacy; Pharmacist; Stewardship (theology); Intensive care medicine; Family medicine; Pharmacy; Internal medicine; Antibiotics; Antibiotic resistance; Randomized controlled trial; Microbiology","score_opus":0.05293960075301163,"score_gpt":0.42799504257911397,"score_spread":0.37505544182610234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413960963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991356,0.0024838636,0.0001215514,0.00091233396,0.002039529,0.0026681565,0.0002429377,0.000092182854,0.000083416264],"genre_scores_gemma":[0.99736977,0.0004856252,0.00016127736,0.001547535,0.00015112855,0.00004813943,0.00013479154,0.00003702393,0.000064737935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98721254,0.0072090994,0.0032074477,0.001053281,0.00010475446,0.0012128911],"domain_scores_gemma":[0.9943064,0.003021126,0.0014225732,0.00087015517,0.0003034054,0.000076352415],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030192016,0.00059898425,0.0026140423,0.00032331908,0.00030416355,0.000013900289,0.0009747981,0.0006461363,0.000051046834],"category_scores_gemma":[0.0011157639,0.0004437724,0.0009812813,0.00075442897,0.0013800053,0.00014393077,0.0002956176,0.0012379409,0.00004326778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021110682,0.017370244,0.92710894,0.00062884064,0.0007705616,0.000027338523,0.0022237704,0.00005625052,0.044705603,0.00014682715,0.0024422538,0.0024082868],"study_design_scores_gemma":[0.010427459,0.009603426,0.93746215,0.0015819125,0.00030899997,0.000054167973,0.003909211,0.000051552157,0.03544766,0.00007087755,0.00038425127,0.0006983298],"about_ca_topic_score_codex":0.006880858,"about_ca_topic_score_gemma":0.0019696993,"teacher_disagreement_score":0.010353196,"about_ca_system_score_codex":0.0001743136,"about_ca_system_score_gemma":0.0006591498,"threshold_uncertainty_score":0.9998014},"labels":[],"label_agreement":null},{"id":"W4413970052","doi":"10.1136/bmjopen-2024-095059","title":"C-reactive protein diagnostic test uptake in primary care: a qualitative study of the UK’s 2019–2024 AMR National Action Plan and lessons learnt from Sweden, the Netherlands and British Columbia","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Services Research Programme","keywords":"Medicine; Primary care; Test (biology); Action plan; Family medicine; Action (physics); Gerontology; Library science; Management","score_opus":0.03836303477378676,"score_gpt":0.3594431618755098,"score_spread":0.321080127101723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413970052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922871,0.0011551724,0.0000029354298,0.00060753024,0.00012942163,0.0038129191,0.00023941655,0.000004183605,0.0017613261],"genre_scores_gemma":[0.9909568,0.000030304709,0.000008611064,0.00009475163,0.0000106473235,0.00021124218,0.00004679357,0.000005032887,0.008635837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897575,0.00044092306,0.00020680664,0.00022217467,0.000052068182,0.00010229767],"domain_scores_gemma":[0.9984644,0.0011992529,0.00012460501,0.00014229768,0.000062800085,0.0000066408993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000402158,0.000072646944,0.00020360698,0.000018673714,0.00023422833,0.00009131736,0.0002115785,0.00009463224,0.000037752947],"category_scores_gemma":[0.00044159906,0.000058539892,0.000018073652,0.0001160161,0.00019993015,0.000059321384,0.0002632681,0.00022937047,0.0000027380256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009815026,0.001465041,0.79230213,0.00023937708,0.0009976976,0.000023691364,0.12070351,0.000006945416,0.030144546,0.00031296696,0.04446355,0.008359017],"study_design_scores_gemma":[0.0016406452,0.00014269935,0.93019736,0.0005571982,0.000040899333,0.000005763816,0.06578738,6.3997203e-7,0.00023436546,0.00050423824,0.0008099667,0.00007883557],"about_ca_topic_score_codex":0.05904452,"about_ca_topic_score_gemma":0.30387414,"teacher_disagreement_score":0.24482961,"about_ca_system_score_codex":0.000044958524,"about_ca_system_score_gemma":0.00019941515,"threshold_uncertainty_score":0.9472214},"labels":[],"label_agreement":null},{"id":"W4414054161","doi":"10.1371/journal.pone.0331646","title":"Effect of C-reactive protein and serum amyloid A point-of-care testing on antibiotic prescribing for acute respiratory-tract infections at village clinics in China: A study protocol for a cluster randomised controlled trial","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"University of Toronto; Huazhong University of Science and Technology","keywords":"Randomized controlled trial; Protocol (science); Antibiotics; Cluster (spacecraft); Cluster randomised controlled trial; Clinical trial; Serum amyloid A","score_opus":0.024084170828572792,"score_gpt":0.319670994877005,"score_spread":0.29558682404843223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414054161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6730493,0.00004139684,0.000027595575,0.00001671419,0.00003538834,0.3266713,0.000032622745,0.000020177527,0.000105551764],"genre_scores_gemma":[0.9103744,5.768698e-7,0.00010333774,0.000017215612,0.000020742284,0.08926331,0.0000052436885,0.000019581177,0.00019559321],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978685,0.000695222,0.0007456428,0.00037567312,0.000051856692,0.00026310937],"domain_scores_gemma":[0.99595994,0.0031406665,0.00048512837,0.00023625896,0.00016253775,0.000015455264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011383409,0.0002312951,0.0012303077,0.00021326062,0.00018877703,0.000010295395,0.000100416706,0.00023831821,0.0000029256607],"category_scores_gemma":[0.002781474,0.0001686612,0.0001881805,0.00017936871,0.00010978845,0.000057499867,0.00006782187,0.00022808604,8.9188586e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.68037426,0.006201241,0.018195838,0.0016033747,0.0016020971,0.000001199792,0.00041469833,0.0000029814441,0.291351,0.000013051258,0.000008086856,0.0002321472],"study_design_scores_gemma":[0.67214954,0.02687689,0.002713702,0.0019655565,0.00079977367,4.3187177e-7,0.00011185232,0.000047599497,0.2951867,0.000012509877,0.000006723798,0.00012874437],"about_ca_topic_score_codex":0.000013628168,"about_ca_topic_score_gemma":0.0000640362,"teacher_disagreement_score":0.237408,"about_ca_system_score_codex":0.00005742688,"about_ca_system_score_gemma":0.00009613146,"threshold_uncertainty_score":0.6877804},"labels":[],"label_agreement":null},{"id":"W4414083483","doi":"10.1017/ice.2025.10259","title":"Trends in healthcare-associated infections and antimicrobial-resistant organisms among adults in Canadian acute care hospitals: findings from four point prevalence surveys, 2002 to 2024","year":2025,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; University of Alberta; Hospital for Sick Children; Stollery Children's Hospital; Public Health Agency of Canada; McGill University Health Centre; Dalhousie University; Hamilton Health Sciences; Centre Hospitalier Universitaire Sainte-Justine; SickKids Foundation; Alberta Health Services; Health Sciences North; Royal University Hospital","funders":"","keywords":"Pandemic; Prevalence; Acute care; MEDLINE; Cross-sectional study; Inclusion (mineral)","score_opus":0.005882678067148185,"score_gpt":0.2509249527701557,"score_spread":0.24504227470300752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414083483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98207814,0.0073468797,0.0001865278,0.0077634268,0.0013387445,0.0005374796,0.0005131185,0.000047410347,0.00018829631],"genre_scores_gemma":[0.99572796,0.001670495,0.000018885503,0.0010354759,0.000019911651,0.000038784507,0.00010804208,0.00001584259,0.001364603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965828,0.001163874,0.0007146431,0.0007167164,0.000023668757,0.00079828856],"domain_scores_gemma":[0.99867827,0.00070336415,0.00015600903,0.000204871,0.000121210935,0.00013625404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011055416,0.00030679634,0.000842228,0.0008359494,0.0002826315,0.000021871017,0.00010599661,0.0006934701,0.000105581916],"category_scores_gemma":[0.0010302726,0.00029309498,0.000092023976,0.00062565383,0.00026318408,0.0001350892,0.00006634939,0.00057174085,0.000028586617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009615527,0.00008296778,0.9921375,0.000058292942,0.00019064144,0.000019721117,0.00059828034,0.00001597672,0.0008567551,0.00033497327,0.0021539798,0.0034547388],"study_design_scores_gemma":[0.0023975687,0.0005665204,0.99504286,0.0004729353,0.00007390923,0.000004938118,0.000098802564,0.00003073799,0.00008636846,0.0001986133,0.00073534314,0.00029137358],"about_ca_topic_score_codex":0.7838631,"about_ca_topic_score_gemma":0.9022838,"teacher_disagreement_score":0.11842066,"about_ca_system_score_codex":0.00036619452,"about_ca_system_score_gemma":0.00015936585,"threshold_uncertainty_score":0.99995214},"labels":[],"label_agreement":null},{"id":"W4414085371","doi":"10.1017/ice.2025.10247","title":"An interrupted time-series analysis assessing the association of the COVID-19 pandemic on healthcare-associated infections and antimicrobial-resistant organisms in Canadian acute care hospitals, 2018–2022","year":2025,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Alberta; Dalhousie University; University Health Network; North York General Hospital; McGill University Health Centre; Sinai Health System; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada; McGill University","keywords":"Pandemic; Acute care; Coronavirus disease 2019 (COVID-19); Association (psychology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score_opus":0.008489188547948879,"score_gpt":0.2960702131012644,"score_spread":0.2875810245533155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414085371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799094,0.0015854918,0.00032678308,0.016588984,0.00075783377,0.0004501658,0.0002108724,0.00004432859,0.00012611062],"genre_scores_gemma":[0.99533546,0.000786142,0.000005028015,0.0034045267,0.000015207636,0.000015890177,0.000099706,0.000008653069,0.000329408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967179,0.0018614809,0.0005738183,0.00037918668,0.000032296084,0.0004353263],"domain_scores_gemma":[0.99787956,0.001171359,0.00047430163,0.00026183462,0.00014314582,0.00006978629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014558516,0.00020326639,0.0006883847,0.00036346895,0.0007652953,0.000026732903,0.00013200413,0.0005273464,0.00002435884],"category_scores_gemma":[0.0020910476,0.00013584354,0.00014941639,0.00069915986,0.00038108212,0.000117205374,0.00004328095,0.0005003762,0.000003882136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054098597,0.000066944514,0.9921177,0.000025667516,0.0010671241,0.0000010675232,0.00048169208,0.00012731533,0.0038571693,0.0011193132,0.0006899826,0.00039190042],"study_design_scores_gemma":[0.0010888786,0.0003935902,0.9947936,0.00005011398,0.0005877967,0.000005515514,0.00027634256,0.00007626118,0.0001167342,0.00036326572,0.0021009424,0.00014696027],"about_ca_topic_score_codex":0.2289795,"about_ca_topic_score_gemma":0.53916264,"teacher_disagreement_score":0.31018314,"about_ca_system_score_codex":0.00067658233,"about_ca_system_score_gemma":0.00041430237,"threshold_uncertainty_score":0.7761548},"labels":[],"label_agreement":null},{"id":"W4414109846","doi":"10.1101/2025.09.06.25335195","title":"Impact of WHO AWaRe Antibiotic Handbook training on antibiotics prescribing knowledge among primary care providers: A vignette-based, pre-post pilot study in Patna, India","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Quebec Population Health Research Network; McGill University Health Centre; McGill University","funders":"McGill University","keywords":"Primary care; Antibiotics; Diarrhea; Medical prescription; Intervention (counseling); Pneumonia; Cellulitis; Test (biology)","score_opus":0.02648613899497268,"score_gpt":0.28288129952793895,"score_spread":0.2563951605329663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414109846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866537,0.007034497,0.000115725226,0.00002120788,0.000928297,0.0033102224,0.00053167896,0.00013428277,0.0012703928],"genre_scores_gemma":[0.9981813,0.0001558393,0.000060708033,0.000060623228,0.00006178051,0.000008698524,0.0004908677,0.00007977588,0.0009004027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953278,0.0009774696,0.0012213889,0.0013918111,0.00016174333,0.00091983395],"domain_scores_gemma":[0.9971231,0.00045789417,0.0007176933,0.0013043964,0.00032354394,0.00007336204],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005793068,0.00092628837,0.0018264736,0.00093477766,0.0002307695,0.000066972505,0.0009985777,0.0010770194,0.000042574535],"category_scores_gemma":[0.0001977732,0.0007888226,0.0004348869,0.0004400136,0.0005470011,0.00010571155,0.0006941001,0.0024644486,0.00002423181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012463677,0.0028381352,0.9585542,0.0041675298,0.0009270754,0.00011266512,0.014694236,0.0007861271,0.015044983,0.0000072714283,0.00020145849,0.0014199505],"study_design_scores_gemma":[0.0033780036,0.0045174295,0.95901394,0.01653505,0.00034100344,0.0000030299434,0.002199646,0.000053170108,0.013187484,0.0000049119562,0.000018865554,0.00074744585],"about_ca_topic_score_codex":0.0014548516,"about_ca_topic_score_gemma":0.001876206,"teacher_disagreement_score":0.01249459,"about_ca_system_score_codex":0.000471879,"about_ca_system_score_gemma":0.0021458338,"threshold_uncertainty_score":0.9998369},"labels":[],"label_agreement":null},{"id":"W4414128104","doi":"10.63946/aubiomed/16759","title":"Hospital-Acquired Infections in the Age of Antimicrobial Resistance and Smart Surveillance.","year":2025,"lang":"en","type":"article","venue":"Australian Journal of Biomedical Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; Saskatchewan Health","funders":"","keywords":"Antimicrobial stewardship; Antibiotic resistance; Covert; Resistance (ecology); Health care; Work (physics); Stewardship (theology); Drug resistance; Infection control","score_opus":0.029119181954782532,"score_gpt":0.3431606448177162,"score_spread":0.31404146286293366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414128104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819689,0.0016305809,0.00007938666,0.0149036925,0.0004888341,0.00015118417,0.000015242237,0.0000032438327,0.0007589771],"genre_scores_gemma":[0.99537575,0.0007597241,0.00005282549,0.00005511598,0.00003166073,9.3314e-7,0.000006872668,0.0000037384093,0.003713394],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99826556,0.0006158923,0.0004988316,0.00013395074,0.0001482847,0.00033744867],"domain_scores_gemma":[0.9988756,0.00061311387,0.000114810886,0.00017658714,0.00019112795,0.000028751021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025867794,0.000082634135,0.00028256,0.0003977139,0.00014603738,0.000020583973,0.00037775486,0.00019527611,0.00007537672],"category_scores_gemma":[0.00063151994,0.000052491505,0.000074223404,0.0008238745,0.0018753022,0.00005244997,0.00006176606,0.00057292805,0.000007995997],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080124,0.0015784133,0.11353077,0.00055468944,0.00042199346,0.0005369128,0.0018910498,4.514312e-7,0.5046531,0.0027686658,0.36992037,0.0033423651],"study_design_scores_gemma":[0.004429443,0.001207903,0.6124678,0.0019607078,0.000039836486,0.00018195984,0.0028958842,2.6398078e-7,0.025192063,0.0015498236,0.34985435,0.00021996417],"about_ca_topic_score_codex":0.000088369416,"about_ca_topic_score_gemma":0.0001735407,"teacher_disagreement_score":0.49893704,"about_ca_system_score_codex":0.000028588305,"about_ca_system_score_gemma":0.00021330711,"threshold_uncertainty_score":0.6909629},"labels":[],"label_agreement":null},{"id":"W4414131204","doi":"10.2196/75453","title":"Tailoring Antibiotic Duration for Respiratory Tract Infections in Primary Care: Protocol for a Pragmatic Randomized Controlled Trial Study (STORM)","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III; European Commission","keywords":"Randomized controlled trial; Protocol (science); Duration (music); Respiratory tract infections; Antibiotics; Primary care","score_opus":0.08543744854137325,"score_gpt":0.4784025736741086,"score_spread":0.39296512513273535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414131204","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009897214,0.000020416037,0.0005474573,0.00010671706,0.000071256596,0.98802966,0.000011263061,0.00007971333,0.0012363071],"genre_scores_gemma":[0.03439034,2.5497448e-7,0.00009297504,0.000031357224,0.000088598325,0.96338737,0.000021581176,0.000027944812,0.001959554],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9943224,0.002888737,0.0013630287,0.00057031825,0.00016054207,0.00069496495],"domain_scores_gemma":[0.99504703,0.003537587,0.00034218465,0.0004726168,0.0005689775,0.00003158231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007201611,0.00026961832,0.0014251849,0.0007457604,0.00067147857,0.000109675515,0.000331924,0.00035348465,0.000029053823],"category_scores_gemma":[0.0025954398,0.0001963172,0.00039458543,0.00053965516,0.00031939906,0.0001971503,0.000091247326,0.00064377656,0.00001875427],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97188014,0.007920009,0.0014235944,0.0030021165,0.0002624807,0.0000028093448,0.00067795935,0.0000039911524,0.011329829,0.0011027142,0.0016438452,0.00075052545],"study_design_scores_gemma":[0.96085984,0.0061491425,0.00060136727,0.0024787455,0.000030258181,8.0802147e-7,0.00063926075,0.000012155831,0.002293409,0.00031276862,0.026432378,0.00018989881],"about_ca_topic_score_codex":0.000025447802,"about_ca_topic_score_gemma":0.00016447346,"teacher_disagreement_score":0.024788532,"about_ca_system_score_codex":0.0003657361,"about_ca_system_score_gemma":0.0012262344,"threshold_uncertainty_score":0.8005583},"labels":[],"label_agreement":null},{"id":"W4414167144","doi":"10.1016/j.jiac.2025.102810","title":"Evaluation of outpatient antibiotic use using AWaRe and DDD/DOT indicators: A community pharmacy-based study in Nayoro City, Japan","year":2025,"lang":"en","type":"article","venue":"Journal of Infection and Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Pharmacists Association","funders":"","keywords":"Formulary; Antimicrobial stewardship; Antibiotics; Antibiotic Stewardship; Stewardship (theology); Pharmacy; Drug Utilization Review; Antimicrobial","score_opus":0.05322354441456658,"score_gpt":0.35296973252863545,"score_spread":0.2997461881140689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414167144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986645,0.0005872618,0.00020297193,0.00007312268,0.00022050264,0.00022005588,0.0000016470673,0.0000044591084,0.000025477239],"genre_scores_gemma":[0.999579,0.00022409552,0.000021620957,0.00014447306,0.0000073720107,3.095864e-7,0.0000013522575,0.00000464747,0.000017111812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986811,0.0007302807,0.0003567299,0.00007376026,0.00007442762,0.00008366195],"domain_scores_gemma":[0.9992734,0.00010530221,0.00032166188,0.00009046857,0.00019566446,0.000013483151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015422095,0.00009141966,0.00024479756,0.00036711915,0.00012215985,0.000014528112,0.00004510986,0.00008351772,0.00003045496],"category_scores_gemma":[0.000075816184,0.00007396874,0.000044558637,0.00022127564,0.00009443321,0.0000918087,0.000016817035,0.0003292641,1.8062812e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000251441,0.001252502,0.9664386,0.00004812929,0.00022545649,5.1404373e-7,0.0011432722,0.00004861589,0.021307783,0.0000043640166,0.00003363942,0.009245711],"study_design_scores_gemma":[0.00789449,0.00053101627,0.9495408,0.00036483034,0.00020384617,0.000013784397,0.00094617205,0.0003424028,0.03987615,0.000033009725,0.00017059625,0.000082899445],"about_ca_topic_score_codex":0.00053825736,"about_ca_topic_score_gemma":0.00023578672,"teacher_disagreement_score":0.018568369,"about_ca_system_score_codex":0.000072604125,"about_ca_system_score_gemma":0.0001407907,"threshold_uncertainty_score":0.30163574},"labels":[],"label_agreement":null},{"id":"W4414277323","doi":"10.1371/journal.pone.0330128","title":"Canada’s 2025 AMR priority pathogens: Evidence-based ranking and public health implications","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Prioritization; Ranking (information retrieval); Public health; Public health surveillance; Action (physics); MEDLINE","score_opus":0.07366862904080525,"score_gpt":0.2624072427311848,"score_spread":0.1887386136903796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414277323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8249998,0.06059266,0.0012059063,0.1113524,0.00018279816,0.00060703384,0.000116954616,0.00008996159,0.0008524765],"genre_scores_gemma":[0.9924809,0.0013802813,0.00033999723,0.003681829,0.000012629266,0.000008841106,0.000032220636,0.000004968149,0.0020583814],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990952,0.00013756391,0.0002023717,0.00023679141,0.000035116467,0.00029295392],"domain_scores_gemma":[0.9993249,0.00020890302,0.0000774532,0.00026668294,0.00009087182,0.000031143885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021544057,0.000091714835,0.00022827245,0.00006499157,0.00036290588,0.00001666132,0.00013126613,0.00008941403,0.00005621548],"category_scores_gemma":[0.00022259181,0.000084127845,0.000022692002,0.00016881905,0.00010253996,0.000052072905,0.000044239,0.00016853824,0.000011503209],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118920725,0.0019973253,0.433718,0.0015891689,0.0014226339,0.000006438576,0.00030753264,9.660444e-7,0.4823184,0.020025665,0.03821409,0.02028087],"study_design_scores_gemma":[0.0020735094,0.00018030778,0.89069104,0.003849176,0.0003057382,0.0000045515785,0.00038566094,0.000029422814,0.052332733,0.00054612645,0.049086068,0.0005156539],"about_ca_topic_score_codex":0.081708156,"about_ca_topic_score_gemma":0.22832297,"teacher_disagreement_score":0.45697305,"about_ca_system_score_codex":0.00012240525,"about_ca_system_score_gemma":0.0028481646,"threshold_uncertainty_score":0.9244068},"labels":[],"label_agreement":null},{"id":"W4414300033","doi":"10.1016/s1473-3099(25)00313-5","title":"Artificial intelligence and infectious diseases: tackling antimicrobial resistance, from personalised care to antibiotic discovery","year":2025,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hanns-Seidel-Stiftung; Novo Nordisk Fonden; Bundesministerium für Bildung und Forschung; UK Research and Innovation; Wellcome Trust; Medical Research Council; Wellcome; U.S. Department of Health and Human Services; Public Health Agency of Canada; Bill and Melinda Gates Foundation","keywords":"Antimicrobial stewardship; Antibiotic resistance; Antimicrobial; Drug resistance; Drug discovery; Human life; Key (lock); Stewardship (theology)","score_opus":0.020194961254727934,"score_gpt":0.28785822737218486,"score_spread":0.26766326611745694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414300033","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00144061,0.9862264,0.00037790314,0.00009928625,0.0031550268,0.0014030093,0.005699927,0.00038352743,0.0012143542],"genre_scores_gemma":[0.054437567,0.941277,0.000009807726,0.0005245268,0.0013487102,0.000047010246,0.001247143,0.00007388402,0.0010343527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966132,0.0006586656,0.0007579505,0.0010805932,0.00010596313,0.0007836245],"domain_scores_gemma":[0.99730134,0.0010948115,0.00040196627,0.00098138,0.00011769137,0.00010281254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001177595,0.0008289116,0.0024377317,0.00029410957,0.0009031636,0.00032547666,0.0006855136,0.0004832053,0.00006959579],"category_scores_gemma":[0.0004083065,0.00058131997,0.0006490029,0.0006947397,0.00059786433,0.00016477847,0.0004185716,0.00070605543,0.00021922872],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010290118,0.0012996631,0.00713436,0.08223116,0.0054212064,0.00016597312,0.0020441825,0.0000515039,0.00013828452,0.007947203,0.07172021,0.82081723],"study_design_scores_gemma":[0.0007091995,0.00020348543,0.0008067231,0.052953348,0.009427532,0.000042059775,0.00072182575,9.5080065e-7,0.00010873798,0.0014486223,0.93152326,0.0020542291],"about_ca_topic_score_codex":0.00023300048,"about_ca_topic_score_gemma":0.0006058392,"teacher_disagreement_score":0.8598031,"about_ca_system_score_codex":0.00019860627,"about_ca_system_score_gemma":0.0005663482,"threshold_uncertainty_score":0.99966383},"labels":[],"label_agreement":null},{"id":"W4414314829","doi":"10.1017/ice.2025.10293","title":"Impact of implementation of World Health Organization National Action Plans on antibiotic rates: a time series analysis of 37 countries","year":2025,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality; Soochow University; U.S. Department of Veterans Affairs","keywords":"Interrupted Time Series Analysis; Action (physics); Antibiotics; Interrupted time series; Series (stratigraphy); Time series","score_opus":0.01163167696563767,"score_gpt":0.3432691999008276,"score_spread":0.33163752293518994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414314829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99482447,0.0006568719,0.0025063877,0.0011059692,0.00021851635,0.00023248898,0.00032507296,0.00001934088,0.00011090748],"genre_scores_gemma":[0.9987675,0.00059008045,0.00002047471,0.0001680095,0.000010785209,0.000001509289,0.00027025005,0.0000042065817,0.00016716993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986425,0.00034601887,0.0006529448,0.00018136903,0.000029041774,0.00014812325],"domain_scores_gemma":[0.99818605,0.00070219854,0.00069523155,0.00008761359,0.0003165028,0.0000123985155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005597834,0.00011639393,0.00072088966,0.0004854042,0.00009420529,0.0000022701806,0.000037908198,0.00012812774,0.00015427863],"category_scores_gemma":[0.00035446326,0.00009312938,0.00013458836,0.0006460833,0.00024918842,0.000084443054,0.000011934757,0.00008594156,0.0000045360207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002444845,0.00013326021,0.975573,0.00008372293,0.0028115583,6.341079e-8,0.00012146924,0.00074985455,0.008858104,0.009602595,0.00088146847,0.00094042654],"study_design_scores_gemma":[0.0009879705,0.0010171004,0.9927776,0.000051358988,0.00034257432,0.0000011214955,0.00006350602,0.000085955544,0.004231907,0.00024482238,0.00013043353,0.00006566515],"about_ca_topic_score_codex":0.0019656853,"about_ca_topic_score_gemma":0.0010350981,"teacher_disagreement_score":0.017204592,"about_ca_system_score_codex":0.000069506954,"about_ca_system_score_gemma":0.00017697924,"threshold_uncertainty_score":0.3797706},"labels":[],"label_agreement":null},{"id":"W4414414388","doi":"10.1016/j.japh.2025.102927","title":"Practices and implementation factors of point-of-care testing for acute upper respiratory tract infections by community pharmacists in Alberta: A cross-sectional survey","year":2025,"lang":"en","type":"article","venue":"Journal of the American Pharmacists Association","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Respiratory tract infections; MEDLINE; Service (business); Pharmacist; Pharmaceutical care; Community practice; Upper respiratory tract infection","score_opus":0.03621687928468882,"score_gpt":0.4163819135292688,"score_spread":0.38016503424458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414414388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986647,0.00032911287,0.000053399348,0.000068372756,0.0004003239,0.00018964802,0.00025120866,0.0000030297283,0.00004023274],"genre_scores_gemma":[0.9996193,0.00008684407,0.000031620937,0.000097788456,0.000012672081,0.0000024816975,0.00003148628,0.0000060551124,0.00011174798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823934,0.0008831864,0.000593492,0.00008176013,0.000071190334,0.0001310218],"domain_scores_gemma":[0.99300665,0.0027545865,0.0036541133,0.000077237746,0.0004957777,0.00001161328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013061204,0.00009463942,0.00029919244,0.00013314311,0.00023662364,0.000016871192,0.0001545236,0.000057024346,0.00000980167],"category_scores_gemma":[0.001630026,0.000072777184,0.00011029409,0.0003421062,0.00013484694,0.00022084759,0.000037616373,0.0003933152,2.2442529e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002664357,0.00023399176,0.85365874,0.000035960536,0.00041767478,1.1440885e-7,0.00059316575,0.0000082312445,0.1436598,0.000003923407,0.00060401345,0.00051793066],"study_design_scores_gemma":[0.0016237759,0.00027183356,0.941941,0.000028014698,0.00013663869,0.000007882426,0.00047051298,0.0000032098094,0.05523756,0.000028125805,0.00019380526,0.000057643036],"about_ca_topic_score_codex":0.00079865626,"about_ca_topic_score_gemma":0.00020595822,"teacher_disagreement_score":0.08842224,"about_ca_system_score_codex":0.00022291945,"about_ca_system_score_gemma":0.00016010957,"threshold_uncertainty_score":0.29677674},"labels":[],"label_agreement":null},{"id":"W4414425776","doi":"10.1056/evidoa2400108","title":"Peri–Covid-19 Antibiotic Use and Antimicrobial Resistance in Older Adults","year":2025,"lang":"en","type":"article","venue":"NEJM Evidence","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Sunnybrook Health Science Centre; St. Michael's Hospital; Public Health Ontario; McMaster University; Toronto General Hospital; Ottawa Hospital; University Health Network; Toronto East General Hospital; University of Toronto; North York General Hospital; University of Waterloo","funders":"","keywords":"Antibiotic resistance; Antibiotics; Antimicrobial; Drug resistance; Antibiotic therapy","score_opus":0.018558016185768706,"score_gpt":0.27796734611484664,"score_spread":0.25940932992907795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414425776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96946126,0.02540162,0.00033662087,0.003423639,0.00051673024,0.00038754588,0.000013706661,0.00007411637,0.0003847618],"genre_scores_gemma":[0.9860381,0.0029153638,0.00030761558,0.0024195309,0.000015326013,0.0000025509426,0.000007592034,0.000011067836,0.008282881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840534,0.00020047037,0.00034352706,0.0005986678,0.000038733095,0.0004132419],"domain_scores_gemma":[0.99886894,0.00053877477,0.000091167465,0.0004015558,0.000056977155,0.000042568696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027243613,0.0002097918,0.00032841176,0.00018808467,0.00022138846,0.00005635314,0.00026683195,0.00027785488,0.00008250092],"category_scores_gemma":[0.0009959994,0.00018973277,0.000056802928,0.0003910938,0.00044836674,0.0003329505,0.00013610793,0.0003151505,0.00008188391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027659049,0.00044909882,0.66001105,0.0032793141,0.00015863017,0.00028040915,0.004413227,0.000009046441,0.24716043,0.0067458022,0.07257716,0.0021498885],"study_design_scores_gemma":[0.003739799,0.00007450458,0.91763246,0.010959607,0.00008222643,0.00004928048,0.0006300819,0.000008484113,0.041586712,0.00018746131,0.024428299,0.0006210633],"about_ca_topic_score_codex":0.0005359357,"about_ca_topic_score_gemma":0.002039781,"teacher_disagreement_score":0.2576214,"about_ca_system_score_codex":0.00008348829,"about_ca_system_score_gemma":0.00023514192,"threshold_uncertainty_score":0.77370775},"labels":[],"label_agreement":null},{"id":"W4414484589","doi":"10.1093/cid/ciaf522","title":"Patient-reported Perceptions, Experiences, and Preferences Around Intravenous and Oral Antibiotics for the Treatment of <i>Staphylococcus aureus</i> Bacteremia: A Descriptive Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity; McGill University","funders":"Ministry of Business, Innovation and Employment; University of Otago","keywords":"Qualitative research; Antibiotics; Descriptive research; MEDLINE; Antibacterial agent; Descriptive statistics; Administration (probate law); Intravenous antibiotics","score_opus":0.04230381216589633,"score_gpt":0.36239139213427574,"score_spread":0.3200875799683794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414484589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904109,0.007550331,0.00021066105,0.00005261208,0.00044276606,0.0011645972,0.000096602016,0.000032742646,0.00003877318],"genre_scores_gemma":[0.9970022,0.0026761172,0.000015711059,0.00006576357,0.000021552063,0.000035132165,0.000021712896,0.000006239459,0.00015557552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984711,0.0004226777,0.0005401004,0.0003545594,0.00003141557,0.00018016393],"domain_scores_gemma":[0.99772716,0.0016739207,0.00021919509,0.0002119461,0.00013339247,0.000034407476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017029377,0.00017635348,0.00045682318,0.000049237806,0.0003473628,0.00002936087,0.00006784322,0.00014046936,0.000016806755],"category_scores_gemma":[0.00029491092,0.00010545821,0.00011125044,0.000108068576,0.0011948572,0.000050011247,0.00003931667,0.00009997883,0.000001230081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058873394,0.008944462,0.8840848,0.0000884461,0.002429053,0.000004660974,0.079808794,0.0000010404001,0.0008264851,0.0002293563,0.00054197834,0.022452168],"study_design_scores_gemma":[0.0035225798,0.00841257,0.5314501,0.000120490324,0.0014025726,0.0000020283449,0.4526808,0.000006137273,0.0006502285,0.00065734517,0.0008845091,0.00021063542],"about_ca_topic_score_codex":0.00016766619,"about_ca_topic_score_gemma":0.00027371143,"teacher_disagreement_score":0.372872,"about_ca_system_score_codex":0.000025805793,"about_ca_system_score_gemma":0.00010805968,"threshold_uncertainty_score":0.44025013},"labels":[],"label_agreement":null},{"id":"W4414492041","doi":"10.1186/s12912-025-03822-2","title":"Nursing-led strategy to combat antimicrobial resistance: multi-method design","year":2025,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Independent Electricity System Operator","keywords":"Intervention (counseling); Antibiotic resistance; Nursing research; Antimicrobial; Population; Public health; Resistance (ecology); Antibiotics","score_opus":0.030323158737997187,"score_gpt":0.3396395951541766,"score_spread":0.3093164364161794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414492041","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032431535,0.004603076,0.9507458,0.0007638884,0.0027614366,0.0006879372,0.000017697736,0.0002047646,0.0077838684],"genre_scores_gemma":[0.82797843,0.0000360002,0.13429737,0.00029249213,0.00006753412,0.000006967421,0.000032299195,0.00003769381,0.03725121],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979266,0.00049041497,0.00038971668,0.00054533064,0.000040740055,0.0006072064],"domain_scores_gemma":[0.9991119,0.0002366224,0.00009665267,0.000420222,0.00009464105,0.00003999036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035122567,0.0002720222,0.00042856476,0.00021453375,0.00046261938,0.000051013983,0.00032852602,0.00035209602,0.0000697548],"category_scores_gemma":[0.00007829535,0.00025943632,0.00012285903,0.00043221258,0.0003017122,0.00007320167,0.000025391279,0.00030621566,0.00024630473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017252198,0.00090723485,0.0003099001,0.00014696225,0.0001395365,0.000012101589,0.0015644461,0.0006015846,0.845945,0.007745151,0.116103664,0.024799204],"study_design_scores_gemma":[0.00823361,0.00040124892,0.016879877,0.012639901,0.00044226472,0.000073135074,0.004929967,0.00035366777,0.93752617,0.0026462418,0.014524137,0.0013497602],"about_ca_topic_score_codex":0.000014162113,"about_ca_topic_score_gemma":0.000033156237,"teacher_disagreement_score":0.81644845,"about_ca_system_score_codex":0.00016317503,"about_ca_system_score_gemma":0.00025284337,"threshold_uncertainty_score":0.9999858},"labels":[],"label_agreement":null},{"id":"W4414577499","doi":"10.1101/2025.09.24.25336602","title":"Antimicrobial resistance in Ecuador: A One Health situational analysis of governance, infrastructure, and equity gaps","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"York University; Universidad Central del Ecuador","keywords":"Public health; Institutionalisation; Equity (law); Health policy; Resistance (ecology); Qualitative research; Corporate governance; Health equity; Thematic analysis","score_opus":0.0146802699399677,"score_gpt":0.282515588652699,"score_spread":0.2678353187127313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414577499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97363305,0.020935085,0.000326748,0.00090400287,0.00048212096,0.0003228647,0.001495482,0.000025804042,0.0018748373],"genre_scores_gemma":[0.9916686,0.004899291,0.0009934716,0.00026083353,0.000018938254,0.0000045118963,0.00039460746,0.000008383001,0.0017513958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980001,0.00024359486,0.00072541495,0.0006055387,0.00008628659,0.00033905008],"domain_scores_gemma":[0.99864686,0.00013130638,0.00062731584,0.00047813813,0.0000916855,0.00002472363],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000507901,0.00025912392,0.0010947742,0.0003810843,0.00008975742,0.000012022034,0.0003696722,0.0004748986,0.00013075558],"category_scores_gemma":[0.00010186907,0.00025432932,0.00018364015,0.0006442855,0.00033747434,0.000032426233,0.0006990358,0.00066959474,0.0000039883084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014384171,0.0010926366,0.90066,0.007369102,0.009812271,0.000034570214,0.002519865,0.0010225117,0.034452796,0.022213534,0.013699254,0.005685063],"study_design_scores_gemma":[0.00068971864,0.000017427928,0.9913181,0.0010833875,0.00039951902,8.604558e-7,0.000022924123,0.000013012335,0.0040785847,0.0012003662,0.00095431256,0.0002217631],"about_ca_topic_score_codex":0.0005363571,"about_ca_topic_score_gemma":0.0065219956,"teacher_disagreement_score":0.09065814,"about_ca_system_score_codex":0.00012612919,"about_ca_system_score_gemma":0.0005333755,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W4414614604","doi":"10.1038/s44221-025-00514-8","title":"Assessing antimicrobial resistance connectivity across One Health sectors","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McGill University; McMaster University","funders":"Research Grants Council, University Grants Committee; National Natural Science Foundation of China","keywords":"Metagenomics; Antibiotic resistance; Resistance (ecology); One Health; Genomics; Bioprospecting; Antimicrobial; Scale (ratio)","score_opus":0.009847952733464109,"score_gpt":0.3043077933921029,"score_spread":0.2944598406586388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414614604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97841614,0.006785604,0.0007166738,0.008188842,0.0023935488,0.00021397411,0.000039702525,0.00013271598,0.003112802],"genre_scores_gemma":[0.97992927,0.00004900385,0.00016974073,0.002863277,0.00005409611,0.0000015617902,0.00008302073,0.000013380332,0.016836645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985425,0.00018744111,0.00023921726,0.00040081842,0.000034829605,0.0005952008],"domain_scores_gemma":[0.99947274,0.00006734934,0.000069466645,0.00030061527,0.000071999435,0.000017807468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038471894,0.00017700938,0.00035058273,0.000061612765,0.0005593858,0.000061630206,0.0001987715,0.00064666575,0.000102693935],"category_scores_gemma":[0.000039307684,0.00012408655,0.00009012781,0.0001488758,0.00020309306,0.00014243196,0.00009798659,0.0009447718,0.00012322472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030484796,0.00028705312,0.0047110734,0.0004549798,0.0003319854,0.000012601351,0.0010406305,0.0000014995151,0.9302061,0.003921117,0.057472665,0.0012554177],"study_design_scores_gemma":[0.0011854382,0.00002429212,0.03571377,0.00051978906,0.000022014901,0.0000073152855,0.00019844428,2.928208e-7,0.8457154,0.0003009606,0.116069905,0.00024240145],"about_ca_topic_score_codex":0.00006980384,"about_ca_topic_score_gemma":0.00054254086,"teacher_disagreement_score":0.08449075,"about_ca_system_score_codex":0.000085697626,"about_ca_system_score_gemma":0.00009322793,"threshold_uncertainty_score":0.5060103},"labels":[],"label_agreement":null},{"id":"W4414650947","doi":"10.1371/journal.pmed.1004736","title":"Whose burden, whose benefit? Revisiting ethical trade-offs in the WHO guidelines on scaling up mass azithromycin administration","year":2025,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Wellcome Trust","keywords":"Azithromycin; Global health; Health policy; Public health; Antibiotic resistance; Infectious disease (medical specialty); Social determinants of health; Economic Justice; Health services research","score_opus":0.03935565304713037,"score_gpt":0.33245158353404247,"score_spread":0.29309593048691207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414650947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64199287,0.015195887,0.00079569157,0.3343452,0.0012116653,0.00067396776,0.000013389042,0.000102986574,0.0056683384],"genre_scores_gemma":[0.98644876,0.0010561491,0.0001516769,0.008992954,0.00049438496,0.000009550628,0.000070220885,0.000013671421,0.0027626425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99823755,0.00026046435,0.0006885539,0.0003654159,0.00012253359,0.00032548394],"domain_scores_gemma":[0.99877083,0.0006196141,0.00013924492,0.00036576513,0.00008301547,0.000021517882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045245,0.00021560279,0.00045059202,0.0001402469,0.00025230512,0.000015282181,0.00031038106,0.00047406074,0.0001251082],"category_scores_gemma":[0.001153987,0.0001310455,0.000063143816,0.00033416614,0.00029393594,0.000037238184,0.000027649612,0.0010133724,0.000048872203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014501138,0.0003802283,0.004700272,0.001145734,0.0006214474,0.0002468383,0.011502359,0.000058327034,0.8172158,0.05481836,0.055035576,0.052824926],"study_design_scores_gemma":[0.0200963,0.003030735,0.07197661,0.071984865,0.0016552814,0.00022677438,0.043636777,0.0013990151,0.4552099,0.011510624,0.3172234,0.0020497062],"about_ca_topic_score_codex":0.000056239416,"about_ca_topic_score_gemma":0.000038224272,"teacher_disagreement_score":0.3620059,"about_ca_system_score_codex":0.000037259288,"about_ca_system_score_gemma":0.00007870915,"threshold_uncertainty_score":0.534388},"labels":[],"label_agreement":null},{"id":"W4414706608","doi":"10.1016/j.glohj.2025.09.003","title":"Mapping government financing for antimicrobial resistance responses in East and Southern Africa: implications for sustainability and domestic ownership: a narrative review","year":2025,"lang":"en","type":"article","venue":"Global Health Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministère de la Santé et des Services sociaux","keywords":"Government (linguistics); Accountability; Sustainability; Resistance (ecology); Action (physics); Global health; Public health; Narrative","score_opus":0.020205318862646347,"score_gpt":0.32759585549316256,"score_spread":0.3073905366305162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414706608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5001493,0.35215986,0.024010168,0.11819793,0.00048347158,0.0035366097,0.0012047036,0.00002521009,0.00023276114],"genre_scores_gemma":[0.9884514,0.0067298147,0.0013347635,0.0013632034,0.00002307388,0.00004132235,0.0000070071465,0.000005530463,0.0020438356],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986427,0.00021456699,0.00045994224,0.0002551139,0.00002424644,0.00040342374],"domain_scores_gemma":[0.9992077,0.00025331878,0.00024331083,0.000117167765,0.00013891955,0.000039581893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010770323,0.00012619003,0.0003539087,0.0000351798,0.0006437355,0.000020379724,0.000092131806,0.000088456894,0.0000021139526],"category_scores_gemma":[0.00072400214,0.0001028748,0.000055372326,0.00018591194,0.00015949273,0.000043460106,0.000038195587,0.00016809063,5.30818e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027473677,0.0019814894,0.22114332,0.10733401,0.0013114858,0.000049315357,0.059669543,0.00002495918,0.009725165,0.10193277,0.2792197,0.1901346],"study_design_scores_gemma":[0.017516196,0.0012380988,0.5513491,0.046607606,0.00027883216,0.0009712339,0.06169042,0.000018225512,0.00012170265,0.08822896,0.23073637,0.0012432181],"about_ca_topic_score_codex":0.000026090336,"about_ca_topic_score_gemma":0.0004893642,"teacher_disagreement_score":0.48830214,"about_ca_system_score_codex":0.00059851643,"about_ca_system_score_gemma":0.000655632,"threshold_uncertainty_score":0.49511585},"labels":[],"label_agreement":null},{"id":"W4414752690","doi":"10.3389/fitd.2025.1637843","title":"Current knowledge and attitudes toward antibiotic use among community pharmacy personnel in a rural province in South Africa and the implications","year":2025,"lang":"en","type":"article","venue":"Frontiers in Tropical Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Research Foundation","keywords":"Pharmacist; Pharmacy; Medical prescription; Community pharmacy; Rural community; Community pharmacist; Clinical pharmacy","score_opus":0.019535782772766342,"score_gpt":0.275625851815825,"score_spread":0.25609006904305864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414752690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93177956,0.06696884,0.00028519207,0.00026965723,0.00019452232,0.00039258326,0.000045058026,0.000017140825,0.00004742703],"genre_scores_gemma":[0.9981451,0.0016182803,0.000046500852,0.000036363934,0.0000066996654,0.000014432508,0.000014413046,0.0000050129997,0.00011316589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988171,0.00051696517,0.0002184322,0.00018569254,0.00001740909,0.00024440893],"domain_scores_gemma":[0.99950725,0.00022873213,0.00003979639,0.00018191135,0.000015383837,0.000026938895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006253785,0.0001326577,0.00028910887,0.00014488162,0.00017144607,0.000029719846,0.00018780852,0.00006415754,0.000003107077],"category_scores_gemma":[0.00017418257,0.00009254003,0.00004400354,0.00020809876,0.0010716039,0.0000955534,0.00015315221,0.0004363663,0.0000016254802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034225304,0.00045357505,0.9907383,0.00016344652,0.00003530094,0.000001913942,0.0036713346,8.786723e-7,0.000058275447,0.001216026,0.0006027271,0.0027160032],"study_design_scores_gemma":[0.0029805775,0.000014791259,0.99270916,0.00034121342,0.00004841413,5.0564717e-7,0.002967392,0.000090925874,0.000020800508,0.0003514152,0.00037430561,0.00010048339],"about_ca_topic_score_codex":0.0002676269,"about_ca_topic_score_gemma":0.0006194778,"teacher_disagreement_score":0.066365555,"about_ca_system_score_codex":0.00005144258,"about_ca_system_score_gemma":0.00007694824,"threshold_uncertainty_score":0.3948369},"labels":[],"label_agreement":null},{"id":"W4414822562","doi":"10.7759/cureus.93812","title":"Pattern in the Antibiotic Prescribing Practices at Primary Health Settings in India: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Cureus","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medical prescription; Guideline; Antibiotics; Respiratory tract infections; Antimicrobial stewardship; MEDLINE; Antibiotic resistance; Public health","score_opus":0.05698491148987493,"score_gpt":0.3488899905087853,"score_spread":0.29190507901891033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414822562","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002460563,0.9951467,0.000005110197,0.00095949695,0.00006343422,0.003370418,0.00010183128,0.000015915146,0.00033464155],"genre_scores_gemma":[0.000114297305,0.99433935,0.000012277782,0.003624296,0.0000060076222,0.00007892805,0.00025939508,0.00001679402,0.0015486564],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99383295,0.0035651252,0.0014630439,0.0006481206,0.0000756171,0.0004151247],"domain_scores_gemma":[0.995348,0.0014397998,0.0023218293,0.0008457734,0.000026401052,0.000018234392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028273868,0.0004639739,0.0073520215,0.00031167959,0.00014332027,0.0000364808,0.0006117159,0.00039464928,0.00007231266],"category_scores_gemma":[0.00054078427,0.00024483513,0.00094648753,0.0010148992,0.000097786746,0.000085852764,0.00024640007,0.00076638995,0.00004534641],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012416073,0.000081200145,0.00003548608,0.9593901,0.037666995,0.000028935989,0.00025890232,2.5703438e-8,1.7496235e-7,0.000019089972,0.0016470973,0.00087076775],"study_design_scores_gemma":[0.00014806916,0.00004042346,0.00009762591,0.19777109,0.73278666,0.00013401406,0.00014407204,8.434192e-8,3.152723e-7,0.0000028623213,0.06851054,0.00036425504],"about_ca_topic_score_codex":0.00028360967,"about_ca_topic_score_gemma":0.00069683726,"teacher_disagreement_score":0.76161903,"about_ca_system_score_codex":0.00018862277,"about_ca_system_score_gemma":0.00026673893,"threshold_uncertainty_score":0.9984086},"labels":[],"label_agreement":null},{"id":"W4414955888","doi":"10.17269/s41997-025-01104-7","title":"A population-based study of community antibiotic prescribing patterns in Alberta from 2010 to 2017: Implications for antibiotic stewardship","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Calgary; University of Lethbridge; University of Alberta; Alberta Health Services","funders":"","keywords":"Antibiotic Stewardship; Antibiotics; Antimicrobial stewardship; Stewardship (theology); Upper respiratory infections; Respiratory tract infections; Drug Utilization Review","score_opus":0.06867293381827712,"score_gpt":0.3219591318947402,"score_spread":0.2532861980764631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414955888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811207,0.00055228267,0.001743469,0.015019954,0.000602242,0.0006589289,0.00025359276,0.000003952981,0.000044858916],"genre_scores_gemma":[0.99853534,0.0000068677896,0.000119803684,0.0010259011,0.000018353108,0.0000013434334,0.00009694356,0.000011069761,0.00018436929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977984,0.0007406337,0.0007962085,0.00013931458,0.000033209413,0.000492277],"domain_scores_gemma":[0.99807084,0.00063116365,0.00039016473,0.00042491622,0.0002356957,0.00024724682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013122578,0.000130158,0.0005006902,0.00076649664,0.0003699254,0.000031186606,0.00048006893,0.0001374659,0.000023180439],"category_scores_gemma":[0.0008056029,0.00012219691,0.000078109246,0.000397008,0.0000467047,0.00008930848,0.00002037257,0.00043396492,0.00000303235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021914198,0.0003764041,0.9906782,0.00010601662,0.00011411468,0.0000011554602,0.0024667361,0.000041217387,0.00032941063,0.00041873695,0.0025669558,0.0028791525],"study_design_scores_gemma":[0.0013671622,0.00044574283,0.9929735,0.00039557688,0.000024871393,0.000002662437,0.0037140145,0.0000039909664,0.000095303316,0.00009236301,0.0007953082,0.000089496134],"about_ca_topic_score_codex":0.54364806,"about_ca_topic_score_gemma":0.8754013,"teacher_disagreement_score":0.33175322,"about_ca_system_score_codex":0.0003337141,"about_ca_system_score_gemma":0.003601686,"threshold_uncertainty_score":0.63892365},"labels":[],"label_agreement":null},{"id":"W4415008152","doi":"10.14745/ccdr.v51i09a04","title":"The innovative and purpose-built veterinary antimicrobials sales reporting system","year":2025,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Health Canada; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Antimicrobial; Data collection; Antimicrobial stewardship; Sales management; MEDLINE","score_opus":0.018040664650598996,"score_gpt":0.26804693278679176,"score_spread":0.25000626813619276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415008152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94841504,0.038745765,0.000056636083,0.001711312,0.00093752466,0.00040894165,0.000046093024,0.00009342967,0.0095852325],"genre_scores_gemma":[0.9904345,0.00044972668,0.000032025484,0.00026514527,0.000010027363,0.000014867857,0.000122057856,0.000012949965,0.008658656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803245,0.00025327294,0.0010262302,0.00028622278,0.00005335533,0.0003484674],"domain_scores_gemma":[0.9973206,0.0003162297,0.0008327589,0.0012471712,0.00023740782,0.00004583854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007988441,0.00017965768,0.0003738339,0.000043533542,0.0012349784,0.00004741507,0.00038478716,0.00008829441,0.0000065060226],"category_scores_gemma":[0.00082242454,0.00013123079,0.000053098032,0.00028098765,0.00041377067,0.000050337472,0.00043795197,0.00027964404,0.0000028870609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016867599,0.00037008952,0.28487098,0.003319674,0.0040128003,0.024559462,0.00032157247,0.000036195233,0.21891285,0.03780467,0.40866125,0.015443682],"study_design_scores_gemma":[0.00068077585,0.000033619115,0.12511893,0.0014728127,0.00018348337,0.0016795921,0.002787316,0.000015685164,0.006550979,0.000097266704,0.8609415,0.00043803753],"about_ca_topic_score_codex":0.06632542,"about_ca_topic_score_gemma":0.06098533,"teacher_disagreement_score":0.45228025,"about_ca_system_score_codex":0.00016145495,"about_ca_system_score_gemma":0.0021629883,"threshold_uncertainty_score":0.9561492},"labels":[],"label_agreement":null},{"id":"W4415023893","doi":"10.1093/cid/ciaf494","title":"Resistance to Antibiotics With High Empiric Treatment Relevance Explains Attributable Mortality Across 110 Pathogen-antibiotic Combinations","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; Public Health Ontario; University of Toronto; Toronto Public Health","funders":"Canadian Institutes of Health Research","keywords":"Antibiotics; Empiric treatment; Antibiotic resistance; Relevance (law); MEDLINE; Clinical significance","score_opus":0.029716165485867,"score_gpt":0.3634021575192407,"score_spread":0.33368599203337374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415023893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99001336,0.003050592,0.001640598,0.00069866027,0.0014102537,0.0007466552,0.0009986385,0.00032140125,0.0011198316],"genre_scores_gemma":[0.986654,0.0010493713,0.000057501376,0.0008766905,0.000060207272,0.000007717809,0.00026344092,0.000029274612,0.011001835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972387,0.00035992477,0.00077253545,0.0008548253,0.00008218094,0.0006918316],"domain_scores_gemma":[0.9975044,0.00096656533,0.00023536835,0.00089341245,0.0002620302,0.00013820633],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026709258,0.0003805878,0.0008425863,0.0000951044,0.00079599983,0.00006897834,0.0002800501,0.00032914168,0.000071659306],"category_scores_gemma":[0.0007362556,0.00029495195,0.00026531992,0.0007548683,0.00069595216,0.00011349954,0.00012637353,0.0002910904,0.00034876136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002695731,0.004465863,0.9783175,0.000142441,0.0009118385,0.00006524376,0.00007733059,0.00008339581,0.0012484047,0.0045465413,0.0086896205,0.0011822641],"study_design_scores_gemma":[0.004358187,0.001058517,0.95685863,0.00047787285,0.00060548855,0.0000044436506,0.0001815562,0.0000031761954,0.0062214476,0.0007526987,0.028985592,0.0004923567],"about_ca_topic_score_codex":0.00012895184,"about_ca_topic_score_gemma":0.0019914324,"teacher_disagreement_score":0.02145882,"about_ca_system_score_codex":0.00018857673,"about_ca_system_score_gemma":0.00032880256,"threshold_uncertainty_score":0.9999503},"labels":[],"label_agreement":null},{"id":"W4415075765","doi":"10.25259/ijmr_636_2025","title":"Antibiotic‐prescribing patterns in outpatient departments from a tertiary care hospital in Manipur using WHO AWaRe classification","year":2025,"lang":"en","type":"article","venue":"The Indian Journal of Medical Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Tertiary care; Quarter (Canadian coin); Antibiotics; Health care; Descriptive statistics","score_opus":0.041963557115938625,"score_gpt":0.3598418963467702,"score_spread":0.3178783392308316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415075765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915047,0.0046971785,0.0001784806,0.002860051,0.00047394074,0.0002209371,0.000013986611,0.0000028661202,0.000047827332],"genre_scores_gemma":[0.9990495,0.00069839455,0.000012663675,0.00010646714,0.00005445401,9.733063e-7,0.000012680096,0.000007943732,0.00005693665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975279,0.00093908154,0.0005429646,0.00018103266,0.00038739806,0.00042161852],"domain_scores_gemma":[0.9990038,0.00045340185,0.00012854561,0.00021661985,0.00014233589,0.00005527638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017612452,0.00010011501,0.00025034687,0.00041183078,0.00015102682,0.00002704997,0.0007104492,0.00031008135,0.00011018309],"category_scores_gemma":[0.00056974206,0.00006540027,0.00006465089,0.0003017342,0.0003354771,0.00007671889,0.00018242116,0.0016328152,0.00001721196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015429477,0.0003406418,0.9619732,0.00010126074,0.00012232241,0.00089732674,0.012926488,0.0000065775002,0.0029883315,0.00006504417,0.0005511769,0.019873375],"study_design_scores_gemma":[0.0021830765,0.0001670906,0.94621515,0.004786302,0.000018938612,0.00003013817,0.03989754,0.00008293842,0.0059978804,0.00014044945,0.00037828967,0.00010220202],"about_ca_topic_score_codex":0.0010601275,"about_ca_topic_score_gemma":0.00086578453,"teacher_disagreement_score":0.02697105,"about_ca_system_score_codex":0.00025701945,"about_ca_system_score_gemma":0.0004988805,"threshold_uncertainty_score":0.70938605},"labels":[],"label_agreement":null},{"id":"W4415216688","doi":"10.21203/rs.3.rs-7726756/v1","title":"Knowledge, Attitudes and Perceptions of Healthcare Workers on Antimicrobial Stewardship and Antibiotic Use: A Nationwide Multi-Center Study in Bangladesh","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Health care; Infection control; Medical prescription; Antibiotic resistance; Public health; Perception; Stewardship (theology)","score_opus":0.06498274803528307,"score_gpt":0.4072520808044221,"score_spread":0.342269332769139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415216688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99274284,0.0040227924,0.000012811047,0.0005343315,0.00028659406,0.0017962472,0.00044584324,0.000030843654,0.00012772731],"genre_scores_gemma":[0.9952854,0.0018401697,0.00010851758,0.000022928374,0.000024283812,0.000015959127,0.00015705569,0.000020403599,0.002525282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99659497,0.0014977489,0.00046759367,0.0007939148,0.00012151805,0.0005242648],"domain_scores_gemma":[0.99834865,0.00061245676,0.00010292735,0.0004848685,0.00040005898,0.000051043782],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009629988,0.00028565744,0.0006022021,0.00095112785,0.00029221797,0.00006906521,0.00027873254,0.0006083194,0.000024443034],"category_scores_gemma":[0.00029047768,0.0002551047,0.000084511434,0.00039006857,0.0006411262,0.00006273805,0.00088390516,0.0017289018,0.000021242842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032185618,0.0033074056,0.98581547,0.0038033286,0.00021404779,0.000017625272,0.0033788243,0.0000081115095,0.001387768,0.00014234973,0.00069865753,0.00090453646],"study_design_scores_gemma":[0.0027063265,0.00040256802,0.9841612,0.007735871,0.000024257719,0.000004624816,0.004144886,0.000008966102,0.00040554846,0.000011946587,0.00018064404,0.00021313553],"about_ca_topic_score_codex":0.0018977278,"about_ca_topic_score_gemma":0.010279458,"teacher_disagreement_score":0.00838173,"about_ca_system_score_codex":0.00013111248,"about_ca_system_score_gemma":0.00041452315,"threshold_uncertainty_score":0.9999901},"labels":[],"label_agreement":null},{"id":"W4415354697","doi":"10.1016/j.ijantimicag.2025.107645","title":"One Health: Virtual Special Issue in the International Journal of Antimicrobial Agents","year":2025,"lang":"en","type":"editorial","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Antimicrobial; Anti-Infective Agents; MEDLINE; Antimicrobial drug","score_opus":0.014105348106810559,"score_gpt":0.29812983180688485,"score_spread":0.28402448370007427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415354697","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0183359,0.0005465773,0.0001789174,0.012492985,0.9661561,0.0002985536,0.0009691377,0.000009593787,0.0010122122],"genre_scores_gemma":[0.07803977,0.010397432,0.0002893841,0.0056043603,0.8987854,0.000001282683,0.0008788719,0.00007755582,0.005925908],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942364,0.0006683168,0.0029594311,0.00041488098,0.0011511422,0.0005698037],"domain_scores_gemma":[0.99237794,0.0005909126,0.004021381,0.00030652722,0.0026341034,0.000069147696],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020282657,0.0005327057,0.0013165746,0.0013364685,0.00016103357,0.0002646856,0.0051441444,0.0010208415,0.0010589906],"category_scores_gemma":[0.0010426397,0.00043322548,0.00086994097,0.00027677364,0.0003679719,0.00038368767,0.00039857806,0.0028767602,0.00015965731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002409941,0.0014999288,0.00021259689,0.00006601328,0.002833079,0.00068425137,0.0012924087,0.00005249357,0.005088525,0.000047459103,0.98051125,0.0053020553],"study_design_scores_gemma":[0.0059251105,0.00035877875,0.00083206786,0.003409107,0.00019085914,0.000440954,0.00025258618,8.9483564e-7,0.0037215166,0.00003293449,0.98449284,0.00034234664],"about_ca_topic_score_codex":0.00024454738,"about_ca_topic_score_gemma":0.00015869917,"teacher_disagreement_score":0.06737069,"about_ca_system_score_codex":0.0006751399,"about_ca_system_score_gemma":0.00248614,"threshold_uncertainty_score":0.99985415},"labels":[],"label_agreement":null},{"id":"W4415357137","doi":"10.1017/ash.2025.10185","title":"The relationship of prescriber training level to restricted antibiotic prescribing appropriateness at a tertiary academic hospital: a retrospective study","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medical prescription; Retrospective cohort study; Drug Utilization Review; MEDLINE; Training (meteorology)","score_opus":0.08721804107894687,"score_gpt":0.34346315131584054,"score_spread":0.25624511023689367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415357137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713463,0.004072983,0.0005740412,0.017697843,0.003065693,0.0027932418,0.000131367,0.00015529292,0.00016320607],"genre_scores_gemma":[0.9952692,0.0003392651,0.00023873433,0.001681306,0.00011209799,0.00004249324,0.000072675,0.000048816564,0.002195412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913858,0.003910152,0.0020013112,0.0011885582,0.0000999449,0.0014142095],"domain_scores_gemma":[0.9938725,0.0038334017,0.0007942234,0.0010003878,0.0003906885,0.00010877258],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003238646,0.0005061381,0.0014122853,0.00034465955,0.0014388683,0.0000139690965,0.0009518523,0.0010281447,0.0000117550935],"category_scores_gemma":[0.007691822,0.00038197692,0.00027874685,0.0009920944,0.000768344,0.00011130281,0.0006186062,0.0015834913,0.00007184755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076020166,0.00031022934,0.95447534,0.00022277642,0.0004437393,0.000007634512,0.0038495346,0.000026630478,0.023029152,0.004610107,0.010828669,0.001435986],"study_design_scores_gemma":[0.0014422301,0.0007539764,0.98669976,0.00080047647,0.00015036244,0.00002386881,0.0023033589,0.0000042263287,0.0051169274,0.0009676685,0.0013619645,0.00037517576],"about_ca_topic_score_codex":0.0028607182,"about_ca_topic_score_gemma":0.0015880236,"teacher_disagreement_score":0.032224424,"about_ca_system_score_codex":0.0003858146,"about_ca_system_score_gemma":0.00052478793,"threshold_uncertainty_score":0.9998632},"labels":[],"label_agreement":null},{"id":"W4415437195","doi":"10.1016/j.socscimed.2025.118702","title":"Equity in the governance of antimicrobial resistance surveillance: Global experts’ perspectives","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; York University","funders":"Joint Programming Initiative on Antimicrobial Resistance","keywords":"Operationalization; Equity (law); Corporate governance; Conceptual framework; Health equity; Government (linguistics); Politics; Social determinants of health","score_opus":0.013131998684698533,"score_gpt":0.3279644492891602,"score_spread":0.31483245060446163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415437195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85906875,0.012470332,0.00015586904,0.013472092,0.0010445582,0.00024622437,0.000027831795,0.000023304416,0.11349101],"genre_scores_gemma":[0.99818736,0.0003047902,0.000008225356,0.00048094575,0.00006596342,0.0000019247425,0.0000020730872,0.0000018495539,0.0009468533],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998784,0.00013807672,0.00025824134,0.00030503984,0.00014330412,0.0003713277],"domain_scores_gemma":[0.99944025,0.00009455033,0.00013212232,0.00020149557,0.00012162255,0.0000099378685],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011902155,0.00010839461,0.0002837019,0.000039446797,0.00041764,0.000008417126,0.0007542604,0.00009792252,0.00005875638],"category_scores_gemma":[0.00042021298,0.00006775771,0.00004681672,0.0013202722,0.0050505195,0.00007373243,0.00009203964,0.00014590357,0.000003551116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004298985,0.000343541,0.07958984,0.00013898955,0.000049191618,0.000013828147,0.049678646,4.723253e-7,0.52186555,0.30182737,0.042703472,0.0033592272],"study_design_scores_gemma":[0.002933419,0.000095941796,0.90990543,0.0007426199,0.000029883942,0.000007750655,0.043953966,5.467335e-7,0.01791606,0.003998317,0.020124212,0.0002918607],"about_ca_topic_score_codex":0.00038914246,"about_ca_topic_score_gemma":0.0007914757,"teacher_disagreement_score":0.8303156,"about_ca_system_score_codex":0.00018429126,"about_ca_system_score_gemma":0.00031399718,"threshold_uncertainty_score":0.9976572},"labels":[],"label_agreement":null},{"id":"W4415464045","doi":"10.1136/bmjgh-2025-019151","title":"Knowledge, attitudes and practices survey on antimicrobial resistance and stewardship among pharmacy healthcare workers in 28 African countries","year":2025,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"Centers for Disease Control and Prevention","keywords":"Antimicrobial stewardship; Pharmacy; Health care; Antibiotic resistance; Resistance (ecology); Stewardship (theology); Pharmacy practice; Clinical pharmacy","score_opus":0.03412493349087547,"score_gpt":0.4091753550989779,"score_spread":0.3750504216081024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415464045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9426409,0.04341401,0.000010656613,0.01033759,0.0006471107,0.0007464176,0.00029972443,0.00005330424,0.0018503126],"genre_scores_gemma":[0.9929534,0.0040706303,0.000071803224,0.0012824701,0.000026292848,0.000006648808,0.00004717207,0.000008381154,0.0015331937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975047,0.0009198991,0.0004828338,0.00050756894,0.000046563775,0.0005384357],"domain_scores_gemma":[0.99880826,0.00043057013,0.00039795635,0.0002205591,0.00007688983,0.00006578518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012422408,0.00022212956,0.00047123406,0.00009926225,0.00037299262,0.00004478404,0.00015404669,0.00016010228,0.0000075398034],"category_scores_gemma":[0.0002221169,0.00020036295,0.000027508913,0.00040708357,0.00051143084,0.0001053558,0.00009225214,0.000324714,0.000015551834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017137813,0.00016374492,0.9606141,0.0009203571,0.000069800415,0.000009721189,0.00024936517,6.0989055e-7,0.000020183144,0.0017371671,0.032423027,0.0020781446],"study_design_scores_gemma":[0.0014720665,0.000094162846,0.9816102,0.0015218985,0.000011198944,0.000008253836,0.00042267138,0.0000012906041,0.000089439294,0.00005571793,0.014543567,0.00016956043],"about_ca_topic_score_codex":0.016614942,"about_ca_topic_score_gemma":0.1991532,"teacher_disagreement_score":0.18253826,"about_ca_system_score_codex":0.00024188957,"about_ca_system_score_gemma":0.0009991347,"threshold_uncertainty_score":0.9899335},"labels":[],"label_agreement":null},{"id":"W4415614966","doi":"10.1093/jac/dkaf248","title":"The British Society for Antimicrobial Chemotherapy Resistance Surveillance Project: methods and limitations","year":2025,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Cerexa; Johnson and Johnson; Meso Scale Diagnostics; Nabriva Therapeutics; Astellas Pharma Canada; Wyeth; Novartis; GlaxoSmithKline; AstraZeneca; Bayer; British Society for Antimicrobial Chemotherapy; Pfizer; Abbott Fund","keywords":"Antibiotic resistance; Antimicrobial chemotherapy; Antibiotics; Antimicrobial; Drug resistance; MEDLINE","score_opus":0.01435091880354519,"score_gpt":0.3039865104615117,"score_spread":0.28963559165796654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415614966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7078208,0.06381738,0.13013199,0.08319607,0.007670175,0.0032721735,0.00024116675,0.00019156441,0.003658715],"genre_scores_gemma":[0.4813263,0.19523154,0.21357924,0.024664117,0.0009506771,0.000026498483,0.00007012646,0.00024107554,0.083910406],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828154,0.0001851299,0.0007377563,0.00030325627,0.00004972831,0.0004426132],"domain_scores_gemma":[0.99768424,0.0010349781,0.00056020624,0.0002496363,0.00044794823,0.0000229629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012575666,0.00024494395,0.00055919075,0.00006937241,0.0012892061,0.00029846208,0.00043006052,0.00029735023,0.000007375744],"category_scores_gemma":[0.00018977266,0.00019535776,0.0005285088,0.00032340552,0.0006414945,0.00013178984,0.000034942543,0.0003917724,0.0000016298922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009847204,0.00015063716,0.00027415695,0.00011856754,0.0008440161,0.0000018618172,0.0003973919,0.0000014489634,0.5385259,0.0002918253,0.4309061,0.027503407],"study_design_scores_gemma":[0.005224647,0.00011103395,0.0020447075,0.00040022202,0.00007307831,0.00013752724,0.0002881796,0.000006028846,0.21350753,0.00036777495,0.77756536,0.0002738921],"about_ca_topic_score_codex":0.000029706864,"about_ca_topic_score_gemma":0.00028197299,"teacher_disagreement_score":0.3466593,"about_ca_system_score_codex":0.00005620437,"about_ca_system_score_gemma":0.00034893895,"threshold_uncertainty_score":0.9915661},"labels":[],"label_agreement":null},{"id":"W4415831585","doi":"10.1016/j.identj.2025.104332","title":"How To Prepare Dental Students For The Antibiotic Resistance Crisis?","year":2025,"lang":"en","type":"article","venue":"International Dental Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Antibiotic resistance; Resistance (ecology); Antibiotics; Cognitive dissonance; Oral health care; Health care; Position paper; Alternative medicine","score_opus":0.00828985884688975,"score_gpt":0.2977630331912995,"score_spread":0.2894731743444097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415831585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9077684,0.009904538,0.027593166,0.028735306,0.02020947,0.0009713615,0.00021552952,0.00006408778,0.004538087],"genre_scores_gemma":[0.93779236,0.00016073765,0.00019899501,0.0011849009,0.00016648327,0.0000050630197,0.000016017408,0.000009348139,0.060466103],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991179,0.00004729696,0.00024630534,0.00021590432,0.00013329118,0.00023932083],"domain_scores_gemma":[0.9994042,0.0001362604,0.00011653772,0.00015129294,0.00016449334,0.000027203681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022495806,0.00013128108,0.00014316334,0.00012296488,0.00043708197,0.0002822478,0.0009281246,0.000086985376,0.00009538763],"category_scores_gemma":[0.00011712413,0.00008982771,0.00016773817,0.00010032404,0.000080774094,0.00013248865,0.00016486054,0.00019733317,0.00006552812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018805854,0.00056288793,0.12626182,0.00005295869,0.0028369022,0.00007747992,0.0005271539,0.000026501717,0.06980283,0.008295757,0.78700954,0.0026655975],"study_design_scores_gemma":[0.0044928608,0.00018002892,0.18860887,0.00080804416,0.00022825834,0.00062654394,0.0099955825,0.000011091476,0.073941715,0.0011416978,0.71954554,0.00041973955],"about_ca_topic_score_codex":0.000006836044,"about_ca_topic_score_gemma":0.00024036794,"teacher_disagreement_score":0.067463964,"about_ca_system_score_codex":0.00013929381,"about_ca_system_score_gemma":0.000047527614,"threshold_uncertainty_score":0.36630675},"labels":[],"label_agreement":null},{"id":"W4415885252","doi":"10.1371/journal.pmed.1004579","title":"Combining demographic shifts with age-based resistance prevalence to estimate future antimicrobial resistance burden in Europe and implications for targets: A modelling study","year":2025,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"British Academy; Medical Research Council; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; Wellcome Trust","keywords":"Antibiotic resistance; Incidence (geometry); Resistance (ecology); Epidemiology; Drug resistance; Population; Burden of disease","score_opus":0.014512317975010715,"score_gpt":0.27138301963106043,"score_spread":0.2568707016560497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415885252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90556175,0.0155524835,0.048203725,0.026547393,0.00026827876,0.0029905038,0.00006564066,0.00014590746,0.00066434074],"genre_scores_gemma":[0.99146235,0.00025942232,0.0053056316,0.0005344854,0.000046543308,0.000085350846,0.000037880694,0.000024890145,0.002243417],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984532,0.00012025867,0.0004274175,0.00057614176,0.000048639555,0.00037432232],"domain_scores_gemma":[0.9989969,0.0002569886,0.00012690705,0.00039105228,0.00018956607,0.00003855988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034163598,0.00023371035,0.00045878597,0.00027032432,0.00032498263,0.000014509137,0.00026654563,0.00010789835,0.000004904893],"category_scores_gemma":[0.00013999289,0.00017866623,0.000022182427,0.000849022,0.000315326,0.000049781273,0.00004329188,0.00024957745,0.000002137279],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017267298,0.0033988548,0.32342932,0.010931446,0.0017807359,0.00018274767,0.019536925,0.004149743,0.5863653,0.017142419,0.015110558,0.0007046748],"study_design_scores_gemma":[0.06004936,0.0047190255,0.792823,0.05763064,0.0033512937,0.000019460822,0.0052483347,0.0011009194,0.023194376,0.0036382682,0.044901825,0.0033234744],"about_ca_topic_score_codex":0.00003586898,"about_ca_topic_score_gemma":0.0015854613,"teacher_disagreement_score":0.5631709,"about_ca_system_score_codex":0.000025296731,"about_ca_system_score_gemma":0.00008856946,"threshold_uncertainty_score":0.72857976},"labels":[],"label_agreement":null},{"id":"W4416032349","doi":"10.3205/dgkh000586","title":"Exploring dentist’s engagement with antibiotic stewardship programs: a multicenter qualitative study in Pakistan","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Misinformation; Qualitative research; Antimicrobial stewardship; Antibiotic Stewardship; Antibiotic resistance; Focus group; State (computer science); Stewardship (theology)","score_opus":0.09598172237187805,"score_gpt":0.33084446327297656,"score_spread":0.23486274090109852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416032349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945753,0.0007767644,0.00012554236,0.00013296773,0.00046127135,0.0023301598,0.0000041110898,0.0000735022,0.0015203331],"genre_scores_gemma":[0.99576044,0.000036613343,0.000060354636,0.000055191696,0.000008399086,0.00061969296,0.000013349996,0.00001375617,0.0034321956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980076,0.0006519943,0.00033976842,0.00040842782,0.00005798453,0.0005342135],"domain_scores_gemma":[0.99944025,0.00013173543,0.00008428432,0.00027286532,0.000048570426,0.000022289269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000895748,0.00018771243,0.00029924425,0.00019508507,0.00013522008,0.00003901236,0.00020061638,0.00006435732,0.000010505835],"category_scores_gemma":[0.000039175524,0.00014276739,0.000045046858,0.00037039776,0.00015606973,0.00013677095,0.00009154112,0.0002956204,0.00002967782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022259662,0.007479999,0.73692316,0.00052074395,0.0020524198,0.0002793186,0.12169549,0.000005712625,0.0006270282,0.0021557352,0.0002736405,0.12576081],"study_design_scores_gemma":[0.004000314,0.00015482765,0.83023125,0.00019101809,0.00009495245,0.000001711226,0.16128677,4.7039296e-7,0.0023839844,0.000019148598,0.0014282184,0.00020734833],"about_ca_topic_score_codex":0.0002559313,"about_ca_topic_score_gemma":0.0017439858,"teacher_disagreement_score":0.12555346,"about_ca_system_score_codex":0.00010859788,"about_ca_system_score_gemma":0.00003413249,"threshold_uncertainty_score":0.5821885},"labels":[],"label_agreement":null},{"id":"W4416041758","doi":"10.55016/ojs/sppp.v16i1.77689","title":"Health Policy Trends: Inappropriate Antibiotic Prescribing in Alberta","year":2023,"lang":"","type":"article","venue":"The School of Public Policy Publications","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Health policy; Primary care; Medical prescription; Antibiotics; Health care; Healthcare policy","score_opus":0.037748395409874354,"score_gpt":0.3210599695710346,"score_spread":0.28331157416116026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416041758","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.077126585,0.0044478127,0.00011622461,0.8685887,0.00066809973,0.0012290478,0.0004916164,0.0003017948,0.047030147],"genre_scores_gemma":[0.88613075,0.004514716,0.0000403783,0.0015100141,0.00049135415,0.000033259937,0.00035374347,0.00007527209,0.106850535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99248135,0.0018827806,0.001977274,0.0009489202,0.00025650326,0.0024531465],"domain_scores_gemma":[0.99486995,0.00066866056,0.0012701281,0.0024374763,0.0003553757,0.00039839686],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003254253,0.0005921569,0.0011061741,0.005768983,0.0010583852,0.00025882997,0.0024781611,0.0006379513,0.00071592274],"category_scores_gemma":[0.00589883,0.00046997704,0.00039879666,0.016412009,0.0015501741,0.0008138307,0.00085014995,0.0013055212,0.0022507892],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007949572,0.0014129115,0.044583876,0.00047409514,0.0010344387,0.0000018954471,0.0045125806,0.000059037997,0.0031108183,0.7752802,0.13689597,0.032554697],"study_design_scores_gemma":[0.0023537753,0.00026948095,0.8240875,0.00047594568,0.00007483255,0.000055378736,0.001385397,0.00015731479,0.0004162701,0.0049875034,0.16506666,0.0006699172],"about_ca_topic_score_codex":0.09848531,"about_ca_topic_score_gemma":0.011024486,"teacher_disagreement_score":0.86707866,"about_ca_system_score_codex":0.00066083693,"about_ca_system_score_gemma":0.008724666,"threshold_uncertainty_score":0.9997752},"labels":[],"label_agreement":null},{"id":"W4416086105","doi":"10.1101/2025.11.05.25339617","title":"Using oral and parenteral formulation of AWaRe antibiotics as a proxy estimate of primary healthcare and inpatient hospital sector use","year":2025,"lang":"","type":"preprint","venue":"medRxiv","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Wellcome Trust; Universiteit Antwerpen; World Health Organization","keywords":"Antibiotics; Proxy (statistics); Confidence interval; Health care; Resource use; Duration (music); Aggregate data; Data collection","score_opus":0.036747114785936785,"score_gpt":0.300588163722591,"score_spread":0.2638410489366542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416086105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99088985,0.0048590084,0.0010371872,0.00012168392,0.0011087598,0.0012666106,0.0006763995,0.000020584443,0.000019912874],"genre_scores_gemma":[0.9952146,0.00231229,0.0019618557,0.00004747694,0.000017623986,0.0000010588731,0.00024977108,0.000025597139,0.0001697571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972208,0.000306551,0.0011629235,0.0007496319,0.00011155735,0.00044850053],"domain_scores_gemma":[0.9978304,0.00014318182,0.0010743943,0.0004915646,0.0003933517,0.00006709479],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025880968,0.00050050864,0.0012636487,0.00026396516,0.0002080915,0.000028546963,0.00019951633,0.0008386907,0.000018686314],"category_scores_gemma":[0.0001130376,0.00045760724,0.00015795325,0.00017340852,0.0006367222,0.00016594506,0.0007917155,0.000590281,0.0000010522493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007244318,0.00043091804,0.9648982,0.009701977,0.00053272804,0.000011690242,0.0030082434,0.00006448177,0.01873509,0.00047206905,0.000007819585,0.0014122968],"study_design_scores_gemma":[0.0025441693,0.0016126719,0.9292024,0.010293566,0.00064977194,0.000046639045,0.000511749,0.0026122162,0.05135153,0.0003418302,0.000115650444,0.00071782834],"about_ca_topic_score_codex":0.0009964143,"about_ca_topic_score_gemma":0.000085257,"teacher_disagreement_score":0.035695873,"about_ca_system_score_codex":0.00008635671,"about_ca_system_score_gemma":0.0004866725,"threshold_uncertainty_score":0.99978757},"labels":[],"label_agreement":null},{"id":"W4416123928","doi":"","title":"Towards a matrix to assess the impacts of integrated surveillance of antimicrobial resistance and antimicrobial use","year":2022,"lang":"en","type":"article","venue":"Agritrop (Cirad)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Expert elicitation; Stakeholder; Prioritization; Maturity (psychological); Antibiotic resistance; Expert opinion; Risk assessment","score_opus":0.015234215873495762,"score_gpt":0.24866217934190554,"score_spread":0.23342796346840977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416123928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502534,0.0016017554,0.00021693324,0.0010875748,0.0005198234,0.00037647097,0.0009785173,0.000034899775,0.00015866445],"genre_scores_gemma":[0.9973547,0.00027686762,0.00042615845,0.00029142978,0.000023164179,0.0000045230495,0.00009354503,0.00002370258,0.0015059441],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981607,0.00047054584,0.0005104675,0.0003659422,0.00008924756,0.00040310613],"domain_scores_gemma":[0.9988441,0.00020649639,0.0003071799,0.00044993736,0.00015884193,0.000033430802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048499389,0.00022793395,0.0005378478,0.00012266925,0.0003086659,0.000023262613,0.00046168797,0.00012946689,0.00012780688],"category_scores_gemma":[0.00016215704,0.0001633025,0.00012625319,0.00051739975,0.0004184198,0.00008550006,0.00032758157,0.00040336777,0.000010368919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009514957,0.00017118372,0.01753572,0.00012746367,0.00018999653,0.000012447135,0.00047818501,0.000016301947,0.95219094,0.00089958747,0.027246738,0.00017994286],"study_design_scores_gemma":[0.002719745,0.00047636047,0.19010708,0.00029737395,0.000120907396,0.00018638292,0.0009843995,0.0000045213906,0.75295943,0.000052382355,0.05147893,0.00061247044],"about_ca_topic_score_codex":0.0011620199,"about_ca_topic_score_gemma":0.00054846174,"teacher_disagreement_score":0.19923149,"about_ca_system_score_codex":0.00005254498,"about_ca_system_score_gemma":0.00019434297,"threshold_uncertainty_score":0.66592824},"labels":[],"label_agreement":null},{"id":"W4416186663","doi":"10.1080/23744235.2025.2585984","title":"Prior antibiotic exposure is associated with worse outcomes in adults with COVID-19","year":2025,"lang":"en","type":"article","venue":"Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Canadian Patient Safety Institute; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of Alberta; Government of Alberta; Alberta Health Services","keywords":"Antibiotics; Disease; Antibiotic therapy; Young adult; MEDLINE; Cohort study","score_opus":0.004529752106940363,"score_gpt":0.2355403136750931,"score_spread":0.23101056156815272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416186663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950338,0.002227177,0.00009375749,0.0005302368,0.00018957721,0.0004154861,0.00009629467,0.00021391184,0.0011997541],"genre_scores_gemma":[0.99393636,0.00008508162,0.0000044636304,0.001804099,0.000006241874,0.000009038385,0.000058103884,0.000015269934,0.004081342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989016,0.00012985278,0.00021322299,0.00036595223,0.000046456462,0.00034290337],"domain_scores_gemma":[0.99923265,0.00027047918,0.00011209993,0.00027057627,0.00006249594,0.000051709892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005929119,0.00022503173,0.00039112644,0.00019639067,0.00022022294,0.00002169621,0.0001281375,0.00018196805,0.00017246506],"category_scores_gemma":[0.00029400625,0.00015014257,0.00006988071,0.00044400993,0.00028621493,0.00007242414,0.00003605407,0.00019241469,0.000058088604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005543824,0.0008391418,0.99526423,0.00013920304,0.0004937202,0.000101375306,0.00038144185,0.00002278963,0.000105978914,0.00018408215,0.0015489532,0.00036471992],"study_design_scores_gemma":[0.0066376408,0.00042192044,0.989636,0.0007912095,0.00020584611,0.000015371766,0.00042215732,0.000001474208,0.00054351386,0.00010671418,0.0009405753,0.0002775752],"about_ca_topic_score_codex":0.00039916116,"about_ca_topic_score_gemma":0.0032307056,"teacher_disagreement_score":0.006083258,"about_ca_system_score_codex":0.00012401494,"about_ca_system_score_gemma":0.00038171385,"threshold_uncertainty_score":0.6122637},"labels":[],"label_agreement":null},{"id":"W4416229810","doi":"10.3390/antibiotics14111154","title":"Multicentric Surveillance of Antimicrobial Resistance to Generate Data-Driven Regional Antibiograms: A Laboratory-Based Cross-Sectional Study in Pakistan","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"King Saud University","keywords":"Antibiotic resistance; Antimicrobial stewardship; Ceftriaxone; Antibiotics; Antimicrobial; Meropenem; Cephalosporin; Medical prescription","score_opus":0.02385198490651164,"score_gpt":0.33043788255630097,"score_spread":0.30658589764978933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416229810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99506414,0.0009238164,0.0011157913,0.00023781895,0.00091845053,0.0007189181,0.0008048877,0.00006294583,0.0001532163],"genre_scores_gemma":[0.996552,0.00009535205,0.0013937237,0.00042065434,0.00003743428,4.4922328e-7,0.00040055424,0.000024715253,0.0010751265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971762,0.00034896436,0.0009312255,0.00087976153,0.00012203079,0.0005418641],"domain_scores_gemma":[0.99797803,0.00023834677,0.00026841136,0.001102584,0.0003734194,0.000039211704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007159665,0.00030632445,0.0005725176,0.00045642792,0.00022065673,0.00005940987,0.0008728945,0.00030659727,0.000028360953],"category_scores_gemma":[0.00013394943,0.00029751187,0.00008775095,0.0016182109,0.0004038474,0.00010984493,0.0002525951,0.00033860683,0.000063953135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072018505,0.0012813485,0.91064316,0.00017869387,0.00017885826,0.000037168975,0.00008775969,0.0004768027,0.08082699,0.00025714762,0.005270936,0.00004096773],"study_design_scores_gemma":[0.0033899923,0.000111157824,0.94985706,0.00025041585,0.00003716177,0.0000017640436,0.0001461434,0.0001268994,0.040664148,0.000005899339,0.0050623105,0.00034704895],"about_ca_topic_score_codex":0.0002963149,"about_ca_topic_score_gemma":0.0026735899,"teacher_disagreement_score":0.040162843,"about_ca_system_score_codex":0.00008339632,"about_ca_system_score_gemma":0.0005006772,"threshold_uncertainty_score":0.9999477},"labels":[],"label_agreement":null},{"id":"W4416256879","doi":"10.1016/s1473-3099(25)00592-4","title":"Accounting for non-adherence to assigned antibiotic treatment duration for bloodstream infection (BALANCE): a post-hoc analysis of a randomised clinical trial","year":2025,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Temerty Faculty of Medicine, University of Toronto; Canadian Institutes of Health Research; Melbourne Research, University of Melbourne; University of Toronto; University of Melbourne; Health Research Council of New Zealand; Physicians' Services Incorporated Foundation; Ontario Ministry of Health and Long-Term Care","keywords":"Bloodstream infection; Christian ministry; Duration (music); Clinical trial; Health care; Antibiotics; Randomized controlled trial; Bacteremia","score_opus":0.027106342703941858,"score_gpt":0.347771416291554,"score_spread":0.32066507358761215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416256879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875651,0.00042296565,0.00693513,0.00022811169,0.0009993977,0.0032104782,0.00034128843,0.00009430342,0.00020322773],"genre_scores_gemma":[0.9982381,0.00025603134,0.00005818749,0.0002921411,0.00021248615,0.0002340989,0.00026273797,0.000010486018,0.00043575658],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985064,0.00020073321,0.0006228394,0.00033915034,0.000034899418,0.00029592655],"domain_scores_gemma":[0.997526,0.001485038,0.00037459604,0.0003696132,0.00022123128,0.000023520855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045815212,0.00019149366,0.0009147627,0.00020838827,0.00031500641,0.00003471558,0.00014295086,0.00016167335,0.00002244944],"category_scores_gemma":[0.00084324484,0.00012538297,0.0006533686,0.00054526574,0.00012699144,0.0000571096,0.000027686685,0.000069657704,0.000008218984],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.49946728,0.0047206604,0.39036703,0.0005463201,0.02121721,0.0000014026954,0.00051127013,0.00047214617,0.035299283,0.0012292205,0.005070224,0.04109795],"study_design_scores_gemma":[0.58519256,0.021585234,0.33453077,0.00052482093,0.030037198,0.0000031210475,0.00029141345,0.0013767844,0.020689473,0.00071948324,0.0042879945,0.00076118746],"about_ca_topic_score_codex":0.000221615,"about_ca_topic_score_gemma":0.0005985317,"teacher_disagreement_score":0.08572525,"about_ca_system_score_codex":0.000057274105,"about_ca_system_score_gemma":0.00018963784,"threshold_uncertainty_score":0.5112969},"labels":[],"label_agreement":null},{"id":"W4416439261","doi":"10.1139/cjm-2025-0143","title":"A qualitative scan on the challenges of AMR in Canada and experts’ proposed solutions","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. John’s Health Sciences Centre; Health Sciences Centre; Université Laval; Centre hospitalier de l'Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Stewardship (theology); Public health; Government (linguistics); Action plan; Resistance (ecology); Qualitative research; Pandemic; Antimicrobial stewardship","score_opus":0.025577148367599115,"score_gpt":0.25021548802700355,"score_spread":0.22463833965940444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416439261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9594304,0.029619096,0.000009000953,0.009455595,0.0004642513,0.000103404105,0.00005315444,8.96676e-7,0.0008641828],"genre_scores_gemma":[0.9989251,0.00034109707,0.000011578564,0.0004497977,0.0000069260122,6.195999e-7,0.000002191617,0.000003362424,0.00025932852],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9989261,0.00039336516,0.00030964313,0.00010051783,0.00000822315,0.00026215642],"domain_scores_gemma":[0.9992826,0.0003391159,0.00015239314,0.00010749229,0.00008533039,0.000033090277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033828142,0.00008910143,0.00026655552,0.00019422878,0.00010631492,0.0000023324037,0.00018397602,0.000107800624,0.00006270181],"category_scores_gemma":[0.00014092505,0.00005771908,0.000036871905,0.00009513554,0.00046116958,0.000014434771,0.0000131734505,0.00022627562,0.000001604295],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044094666,0.00012221457,0.0112048965,0.00016090418,0.0011585994,0.00017269506,0.036473397,0.000027686072,0.6958503,0.17672448,0.07179122,0.005872675],"study_design_scores_gemma":[0.009038717,0.002145576,0.09728672,0.004659448,0.00025931373,0.0015918886,0.44320226,0.0000047777357,0.25508735,0.008626219,0.17690682,0.0011908781],"about_ca_topic_score_codex":0.69334525,"about_ca_topic_score_gemma":0.99542296,"teacher_disagreement_score":0.44076294,"about_ca_system_score_codex":0.00020949842,"about_ca_system_score_gemma":0.0041580936,"threshold_uncertainty_score":0.7376279},"labels":[],"label_agreement":null},{"id":"W4416439303","doi":"10.1017/ash.2025.10210","title":"Beyond the echo chamber: reframing AMR awareness efforts to reach the other 99.9%","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; McMaster University; Impact","funders":"","keywords":"Cognitive reframing; Leverage (statistics); Echo (communications protocol); Key (lock); Public policy","score_opus":0.030790412042612205,"score_gpt":0.33461288901110686,"score_spread":0.3038224769684947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416439303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6597436,0.021771543,0.003312473,0.2963368,0.010001194,0.00262745,0.00023239721,0.0003743548,0.0056001735],"genre_scores_gemma":[0.9068996,0.00071536144,0.00020150525,0.08572429,0.0003060621,0.00004965748,0.000093797906,0.000049311107,0.005960455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926946,0.0033761673,0.0012579234,0.0010306612,0.00006442134,0.001576184],"domain_scores_gemma":[0.9948761,0.0029658908,0.00041555584,0.0014349757,0.00021748389,0.000090011585],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042645372,0.00052846683,0.0011688903,0.00018461335,0.0017814371,0.00002575547,0.000996657,0.00096780027,0.00014018024],"category_scores_gemma":[0.0011421829,0.00030694067,0.00034230828,0.0006723789,0.00095360354,0.000068331006,0.00046066527,0.0013451071,0.0005392417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018784209,0.0005685599,0.19548148,0.0010438212,0.0015997849,0.00006617045,0.007101311,0.00019405271,0.057574008,0.1338762,0.5579235,0.042692676],"study_design_scores_gemma":[0.0013736967,0.0004873472,0.05318892,0.00084956695,0.00021983212,0.0002884627,0.0014273452,0.000012642872,0.018577287,0.0054541137,0.9172434,0.00087734486],"about_ca_topic_score_codex":0.012359622,"about_ca_topic_score_gemma":0.0075243115,"teacher_disagreement_score":0.35931993,"about_ca_system_score_codex":0.00016859132,"about_ca_system_score_gemma":0.0004731331,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W4416453366","doi":"10.3389/fpubh.2025.1668830","title":"Bridging AMR knowledge gaps and improving policy implementation: a perspective on the role of community engagement in Africa","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Wellcome Trust","keywords":"Community engagement; Public engagement; Citizen journalism; Civil society; Participatory action research; Bridging (networking); Equity (law); Perspective (graphical); Community-based participatory research","score_opus":0.03008438081057907,"score_gpt":0.3200780346236118,"score_spread":0.2899936538130327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416453366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8672995,0.03964772,0.0029346705,0.050411403,0.0007772261,0.0012791472,0.000053443375,0.000047299185,0.037549566],"genre_scores_gemma":[0.99865067,0.0004142636,0.00011160308,0.00052070664,0.000010780914,0.000011661479,0.000007972963,0.0000046711752,0.0002676992],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99799794,0.0012263566,0.0002741177,0.0001293975,0.000023197768,0.00034898423],"domain_scores_gemma":[0.9994797,0.00014847355,0.00010292251,0.00021055974,0.000040435236,0.000017885817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017743376,0.00009062997,0.00022019932,0.00039557304,0.0003234762,0.000012710504,0.00018315962,0.000064309024,0.000013637109],"category_scores_gemma":[0.00017468374,0.00007121435,0.000024831017,0.00047281318,0.00017270257,0.000049365703,0.000119859076,0.000529242,0.0000014625889],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115101575,0.00088443316,0.09921184,0.0003191811,0.0002419877,9.3889e-7,0.16331436,0.0000016360877,0.0014989158,0.32770362,0.030478109,0.37622985],"study_design_scores_gemma":[0.0026409514,0.00034748283,0.23960908,0.00030999072,0.000011358285,0.0000020857572,0.65268296,0.000085186664,0.0019961412,0.009188875,0.092916206,0.00020971305],"about_ca_topic_score_codex":0.005473289,"about_ca_topic_score_gemma":0.0011376321,"teacher_disagreement_score":0.4893686,"about_ca_system_score_codex":0.00048653726,"about_ca_system_score_gemma":0.0006922725,"threshold_uncertainty_score":0.8274012},"labels":[],"label_agreement":null},{"id":"W4416557290","doi":"10.24283/hjns.202526","title":"Antibiotic misuse: a public health care risk in the community","year":2025,"lang":"el","type":"article","venue":"Hellenic Journal of Nursing Science","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Antibiotics; Public health; Pharmacy; Health care; Intervention (counseling); Antibiotic resistance; Consumption (sociology); Disease","score_opus":0.040666080206407926,"score_gpt":0.35473158651020326,"score_spread":0.3140655063037953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416557290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8168482,0.15413502,0.00054660294,0.02007685,0.003456164,0.00024559745,0.000012738849,0.000009057079,0.0046697655],"genre_scores_gemma":[0.9929469,0.0055584223,0.00018077012,0.0009865625,0.000043210464,1.1932053e-7,0.0000010158165,0.000006871478,0.00027610216],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950836,0.0027084434,0.0008612295,0.00024044997,0.00023119725,0.00087513134],"domain_scores_gemma":[0.99745685,0.0005751433,0.00086754723,0.00065481086,0.0003725816,0.00007305091],"candidate_categories":["sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0072389236,0.00021206216,0.00051860843,0.00069232064,0.002391641,0.00014891652,0.0021308577,0.00019217566,0.00001770902],"category_scores_gemma":[0.0007096511,0.00014146858,0.00017686344,0.0019511741,0.0035046332,0.00026863682,0.000072774455,0.0025484099,0.000020432242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008473174,0.008455303,0.03908902,0.0014360393,0.0005326524,0.00013843505,0.47843236,0.00006649361,0.02827442,0.016308747,0.036013313,0.3904059],"study_design_scores_gemma":[0.0051001264,0.0024886215,0.36379662,0.019896585,0.00031312005,0.0014709486,0.5858476,0.000038228853,0.0039782375,0.0015430531,0.014959831,0.0005670144],"about_ca_topic_score_codex":0.0002349164,"about_ca_topic_score_gemma":0.00018067272,"teacher_disagreement_score":0.3898389,"about_ca_system_score_codex":0.00065466505,"about_ca_system_score_gemma":0.0038484053,"threshold_uncertainty_score":0.99975276},"labels":[],"label_agreement":null},{"id":"W4416599729","doi":"10.1186/s12982-025-01107-2","title":"Knowledge, attitudes and perceptions of healthcare workers on antimicrobial stewardship and antibiotic use: a nationwide multi-center study in Bangladesh","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Antimicrobial stewardship; Health care; Infection control; Antibiotic resistance; Medical prescription; Public health; Stewardship (theology); Perception","score_opus":0.034412395233164646,"score_gpt":0.33756494202705895,"score_spread":0.3031525467938943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416599729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99232763,0.0015205306,0.000083060484,0.004890513,0.0002870952,0.0006767757,0.0000949992,0.000024056839,0.00009536761],"genre_scores_gemma":[0.99774,0.00044962362,0.00005601654,0.0006744271,0.000008963026,0.0000035793844,0.00006447107,0.000011355305,0.0009916228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982494,0.0004948174,0.00042350026,0.00040359286,0.000038564147,0.00039013493],"domain_scores_gemma":[0.99940294,0.0001448408,0.00011100093,0.0002226132,0.000068063695,0.000050522132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048588705,0.00017117869,0.00039747873,0.00038254118,0.00019635865,0.000043778877,0.000111616995,0.00014506553,0.000010735229],"category_scores_gemma":[0.00009330696,0.00014620839,0.000038825332,0.00036032445,0.00026051226,0.00018380821,0.00009899114,0.00029398632,0.000008322209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062624495,0.0026772548,0.9897163,0.0004530617,0.00008986838,0.0000015871964,0.002816826,6.2660746e-7,0.00040047095,0.0011854761,0.00065422343,0.0019416768],"study_design_scores_gemma":[0.0030357214,0.00023132988,0.99179095,0.0006085746,0.000007652683,0.0000036384454,0.003350857,0.00000277379,0.000055891756,0.000004264229,0.0007968303,0.0001114903],"about_ca_topic_score_codex":0.0018663143,"about_ca_topic_score_gemma":0.011722451,"teacher_disagreement_score":0.0098561365,"about_ca_system_score_codex":0.00009125724,"about_ca_system_score_gemma":0.00067322346,"threshold_uncertainty_score":0.6541403},"labels":[],"label_agreement":null},{"id":"W4416638941","doi":"10.1183/13993003.congress-2025.oa3283","title":"Role of multiplex respiratory panel and procalcitonin in reducing antibiotic use for acute COPD exacerbations: a retrospective cohort study","year":2025,"lang":"","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Procalcitonin; Antibiotics; Retrospective cohort study; Medical prescription; COPD; Cohort; Cohort study","score_opus":0.01813074034471781,"score_gpt":0.2880106819103171,"score_spread":0.2698799415655993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416638941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98470503,0.008220939,0.00041655402,0.00007355926,0.00037550874,0.0053590285,0.000106904794,0.00003790049,0.0007045904],"genre_scores_gemma":[0.99032164,0.00087950996,0.0004309829,0.000093002476,0.000018510234,0.0000432878,0.000015026805,0.000026130227,0.008171901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968647,0.00039326513,0.0010890336,0.0010238898,0.00007295325,0.0005561688],"domain_scores_gemma":[0.9981737,0.0005359984,0.00034776548,0.00056523434,0.00034286478,0.000034400313],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00080568,0.00039464832,0.00113134,0.00045929343,0.00035072546,0.000045079112,0.00023653176,0.00056783116,0.000055371867],"category_scores_gemma":[0.000569436,0.0003599238,0.00012830575,0.0006447606,0.0006816685,0.00022950249,0.00020406654,0.0004468908,0.0000059043114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010226717,0.0014959662,0.79633987,0.00018300279,0.0018047737,0.000005500821,0.0019537166,0.000009040414,0.19450814,0.0016458468,0.00035559098,0.0006758767],"study_design_scores_gemma":[0.00465694,0.0010795756,0.9233492,0.0007544036,0.0007511571,0.0000036226027,0.008113493,0.0002201499,0.06034932,0.00013436089,0.00026543956,0.00032234116],"about_ca_topic_score_codex":0.00096935715,"about_ca_topic_score_gemma":0.0010368184,"teacher_disagreement_score":0.13415882,"about_ca_system_score_codex":0.00018902626,"about_ca_system_score_gemma":0.00036382448,"threshold_uncertainty_score":0.99988526},"labels":[],"label_agreement":null},{"id":"W4416639461","doi":"10.1183/13993003.congress-2025.pa3693","title":"Antibiotics for nonspecific upper respiratory tract infections and exacerbation risk in children with asthma","year":2025,"lang":"","type":"article","venue":"Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Centre Hospitalier Universitaire Sainte-Justine; Concordia University; Université de Montréal","funders":"","keywords":"Exacerbation; Antibiotics; Asthma; Respiratory tract infections; Asthma exacerbations; Psychological intervention; Upper respiratory tract infection; Relative risk","score_opus":0.01669572592511986,"score_gpt":0.2867030766445633,"score_spread":0.27000735071944343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416639461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9391876,0.04094677,0.014946879,0.0017828129,0.00095349626,0.0013437402,0.00014367368,0.00006294264,0.0006321119],"genre_scores_gemma":[0.9880662,0.007887577,0.00091304444,0.0008906363,0.00012928044,0.000009030614,0.000053506552,0.000039028422,0.0020116812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995192,0.001857848,0.0010926337,0.0009847262,0.000022864668,0.0008499578],"domain_scores_gemma":[0.995279,0.003490389,0.00055559434,0.0005210823,0.000101067344,0.000052860483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022589175,0.00043793317,0.0011313995,0.00051593623,0.00061512314,0.000013084989,0.00019486978,0.0012703884,0.00012361597],"category_scores_gemma":[0.001692497,0.00037002316,0.0001637061,0.00039796182,0.0012918826,0.00011650628,0.00008447755,0.0010179922,0.00006717731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044307584,0.00069106603,0.9672992,0.00007354753,0.00057220523,0.000001429154,0.00011202462,0.00012582696,0.0006917882,0.021964017,0.0034273618,0.004598426],"study_design_scores_gemma":[0.0034775073,0.0014053106,0.96456903,0.00032445096,0.00023035638,0.000046270052,0.00017656448,0.00008198903,0.00060783786,0.001972317,0.02674728,0.00036106724],"about_ca_topic_score_codex":0.00030484467,"about_ca_topic_score_gemma":0.0006429201,"teacher_disagreement_score":0.048878644,"about_ca_system_score_codex":0.000104392,"about_ca_system_score_gemma":0.00028781002,"threshold_uncertainty_score":0.9998752},"labels":[],"label_agreement":null},{"id":"W4416665599","doi":"10.3389/fpubh.2025.1689609","title":"Supporting One Health policies to manage antibiotic resistance in Senegal: a systems analysis using group model building","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University","funders":"","keywords":"Work (physics); Psychological intervention; Citizen journalism; Key (lock); Health policy; Resistance (ecology); Healthcare system; Policy analysis; Capacity building","score_opus":0.028964934291145984,"score_gpt":0.3239834364083741,"score_spread":0.29501850211722813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416665599","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23024094,0.017163582,0.7372563,0.012391466,0.0011733614,0.0009494602,0.000057386318,0.00011391281,0.0006535729],"genre_scores_gemma":[0.9581122,0.00051022676,0.037166502,0.0024625838,0.000019540616,0.000006194947,0.00004928983,0.000024385257,0.0016490673],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99565685,0.00066646695,0.0012743127,0.0007144894,0.00010525198,0.0015826351],"domain_scores_gemma":[0.9987786,0.000060527018,0.00043800322,0.0005388265,0.000055096592,0.00012898518],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028442668,0.00027268135,0.0012348272,0.0026913718,0.00037149113,0.00007894087,0.00041881274,0.00024313517,0.0000041339053],"category_scores_gemma":[0.00014915473,0.00028754657,0.00012627026,0.004024772,0.00012822717,0.00018749872,0.00014393478,0.00047066552,0.0000026644016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044544676,0.001835863,0.6552337,0.0069089807,0.0036138752,0.000050937502,0.019370925,0.1575607,0.0028567042,0.10593762,0.039429486,0.006755776],"study_design_scores_gemma":[0.009238398,0.0005652911,0.3987602,0.012826702,0.00054704404,0.00002118272,0.04900646,0.46555147,0.00028355257,0.002610336,0.05700712,0.0035822669],"about_ca_topic_score_codex":0.006896599,"about_ca_topic_score_gemma":0.0044778557,"teacher_disagreement_score":0.72787124,"about_ca_system_score_codex":0.0013581141,"about_ca_system_score_gemma":0.0008154089,"threshold_uncertainty_score":0.9999577},"labels":[],"label_agreement":null},{"id":"W4416686461","doi":"10.21203/rs.3.rs-8123464/v1","title":"Antibiotic dispensing practices and determinants among informal healthcare providers in low- and middle-income countries: a mixed-methods scoping review","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University Health Centre; University of Waterloo; McGill University","funders":"McGill University","keywords":"Focus group; Antimicrobial stewardship; Health care; Antibiotic resistance; Inclusion (mineral); Antibiotic Stewardship; Qualitative research; Primary care","score_opus":0.054374015330992204,"score_gpt":0.4547368958265368,"score_spread":0.4003628804955446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416686461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5498643,0.4404616,0.000060690043,0.0020477122,0.00070764805,0.0064846375,0.000110070716,0.000040330735,0.00022300109],"genre_scores_gemma":[0.502315,0.4959012,0.0006849181,0.00019698097,0.000049955994,0.000039990806,0.00004606906,0.000037354654,0.0007285395],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9859508,0.00713003,0.0022266782,0.0019713459,0.00042241177,0.002298705],"domain_scores_gemma":[0.990718,0.0051549077,0.0016865763,0.0012422448,0.00091742986,0.00028082292],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.011422975,0.0009065115,0.002444619,0.0011834124,0.0014675425,0.00049969275,0.00073510106,0.0017788368,0.00006644051],"category_scores_gemma":[0.007105172,0.00082658295,0.00020835371,0.0010605511,0.0033979542,0.0009689773,0.003320952,0.004850338,0.000031426862],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006150968,0.00013575157,0.27345163,0.7064369,0.00022737258,0.00025731762,0.0026482886,0.0000021872277,0.00007099016,0.000108701126,0.000029099889,0.01601668],"study_design_scores_gemma":[0.001185721,0.0004449503,0.14295335,0.8483624,0.00013798202,0.00012539147,0.004276355,0.00016485737,0.0012724295,0.000046897978,0.00030873233,0.00072093774],"about_ca_topic_score_codex":0.00486854,"about_ca_topic_score_gemma":0.019392401,"teacher_disagreement_score":0.14192553,"about_ca_system_score_codex":0.00030373447,"about_ca_system_score_gemma":0.0033839382,"threshold_uncertainty_score":0.9998324},"labels":[],"label_agreement":null},{"id":"W4416689580","doi":"10.1093/jac/dkaf285","title":"Results from the Survey of Antibiotic Resistance (SOAR) 2018–21 in India: data based on CLSI, EUCAST (dose-specific) and pharmacokinetic/pharmacodynamic (PK/PD) breakpoints","year":2025,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Global Affairs Canada","funders":"GlaxoSmithKline foundation","keywords":"Antibiotics; Antibiotic resistance; Ceftriaxone; Breakpoint; Antibiotic therapy; Streptococcus pneumoniae","score_opus":0.022882691011008007,"score_gpt":0.27990774404253643,"score_spread":0.25702505303152845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416689580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98602957,0.005270808,0.00024225363,0.0040771663,0.0014106221,0.00034948002,0.0019810307,0.000012774737,0.0006262967],"genre_scores_gemma":[0.9902826,0.0065220445,0.00036466008,0.0018952888,0.00007674753,1.583789e-7,0.00024701044,0.000028977343,0.0005825375],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972863,0.0005923663,0.0011679152,0.0004786355,0.00011010056,0.0003646834],"domain_scores_gemma":[0.9970827,0.0011033224,0.000868176,0.00072534994,0.00018665798,0.000033769582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015520061,0.00031325594,0.00072750414,0.0002653594,0.00013168815,0.000038075566,0.0010683243,0.00026324159,0.00009441663],"category_scores_gemma":[0.00014942256,0.00022443457,0.00011211618,0.0005349261,0.00052266946,0.00013652095,0.000111698224,0.000766649,0.000012051621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018576248,0.0008431579,0.015393465,0.000081415994,0.00046502973,0.00005448654,0.00029232405,0.000044500895,0.7905264,0.00001793394,0.17020956,0.0034954916],"study_design_scores_gemma":[0.020018082,0.00019278635,0.6756458,0.0021396044,0.000110814646,0.000028307619,0.00010089025,0.0001176358,0.27766517,0.000023021417,0.023589605,0.0003682619],"about_ca_topic_score_codex":0.0003814958,"about_ca_topic_score_gemma":0.00035707752,"teacher_disagreement_score":0.6602524,"about_ca_system_score_codex":0.000056941244,"about_ca_system_score_gemma":0.0002538849,"threshold_uncertainty_score":0.9152176},"labels":[],"label_agreement":null},{"id":"W4416701498","doi":"10.1186/s12879-025-12108-6","title":"Antibiotic prescribing trends among Iranian GPs during COVID-19: a longitudinal analysis of antimicrobial resistance risks","year":2025,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"University of Zanjan; Zanjan University of Medical Sciences","keywords":"Medical prescription; Antimicrobial stewardship; Azithromycin; Antibiotic resistance; Public health; Poisson regression; Pandemic; Medical microbiology; Retrospective cohort study","score_opus":0.01878785697579505,"score_gpt":0.2831701432896611,"score_spread":0.26438228631386607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416701498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99144286,0.0033167808,0.0015274568,0.000055366683,0.00042691187,0.00019533127,0.00029800538,0.00021956304,0.0025177482],"genre_scores_gemma":[0.9952633,0.00017281862,0.000021163933,0.00007921888,0.000028238277,0.000004404236,0.00013866728,0.000018288392,0.0042739343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800104,0.0002729001,0.00054970855,0.0006246303,0.00006756099,0.00048415907],"domain_scores_gemma":[0.99871373,0.00022766356,0.0003137277,0.00056011375,0.00009714416,0.00008761848],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014039637,0.00030251002,0.0007344129,0.0011345745,0.00064872927,0.00004144528,0.00027275344,0.00024129607,0.00033138978],"category_scores_gemma":[0.00035229567,0.00028697573,0.0005597985,0.001933825,0.0006184019,0.00012851716,0.00009839226,0.00020751616,0.000017470999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051704125,0.00045988086,0.9742401,0.00075902656,0.002697278,0.000023590588,0.00013060683,0.00091399846,0.018317636,0.00036752946,0.001503988,0.000069307884],"study_design_scores_gemma":[0.0018828738,0.000030388192,0.98096365,0.0002597819,0.003763192,0.00000520792,0.00009300323,0.000015565736,0.012408459,0.000030873667,0.0002605917,0.00028640445],"about_ca_topic_score_codex":0.00096760405,"about_ca_topic_score_gemma":0.0065125995,"teacher_disagreement_score":0.0067235427,"about_ca_system_score_codex":0.0001405941,"about_ca_system_score_gemma":0.00025536338,"threshold_uncertainty_score":0.9999582},"labels":[],"label_agreement":null},{"id":"W4416767030","doi":"10.4103/aihb.aihb_175_25","title":"Antibiotic Shortages among Public Sector Hospitals Across Sub-Saharan Africa: A Protocol for an Electronic Survey to Gain Understanding","year":2025,"lang":"en","type":"article","venue":"Advances in Human Biology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Antimicrobial stewardship; Descriptive statistics; Public health; Economic shortage; Public sector; Health care; Protocol (science); Descriptive research; Workflow","score_opus":0.053939610820655876,"score_gpt":0.36953620374825974,"score_spread":0.3155965929276039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416767030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8994217,0.0051618717,0.019388644,0.00021412173,0.00077415,0.07253906,0.0002462781,0.00022620315,0.0020279684],"genre_scores_gemma":[0.9904689,0.00009112264,0.000043165015,0.00010907991,0.000031094514,0.008352759,0.00019411485,0.000026256079,0.00068351167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694407,0.0004807025,0.00052389,0.00077891495,0.0000270846,0.0012453548],"domain_scores_gemma":[0.9989139,0.0003872212,0.00016029259,0.00041644316,0.00008033489,0.000041800355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009825736,0.00031211888,0.00056661025,0.00026580435,0.00046699823,0.000041958287,0.00053203333,0.0004143546,0.00004530668],"category_scores_gemma":[0.00022258321,0.0002693905,0.000092543436,0.00048819982,0.0005986584,0.00026971774,0.00009565973,0.00033967648,0.000012035244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001057228,0.00068036007,0.6606822,0.00041943297,0.00032413617,0.000006126861,0.0007913384,0.000038347374,0.24457471,0.08551073,0.0023072464,0.0036081648],"study_design_scores_gemma":[0.014527296,0.00928017,0.53927803,0.0011674362,0.0000816021,0.000013840006,0.0034576224,0.000035247773,0.17434688,0.061259754,0.19362046,0.002931667],"about_ca_topic_score_codex":0.00006896694,"about_ca_topic_score_gemma":0.01628154,"teacher_disagreement_score":0.19131322,"about_ca_system_score_codex":0.000249874,"about_ca_system_score_gemma":0.00010626109,"threshold_uncertainty_score":0.9999758},"labels":[],"label_agreement":null},{"id":"W4416769536","doi":"10.1136/bmjopen-2025-107109","title":"Impact of community pharmacist antibiotic prescribing for minor ailments: an interrupted time series analysis","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Women's College Hospital; Canadian Water and Wastewater Association; Institute for Clinical Evaluative Sciences; Toronto East General Hospital; University of Toronto; NOSM University; Public Health Ontario; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"","keywords":"Interrupted Time Series Analysis; Pharmacist; Minor (academic); Medical prescription; Health services research; Clinical pharmacy; Population; Population health; Community practice","score_opus":0.07932297095242975,"score_gpt":0.43405434074134197,"score_spread":0.35473136978891223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416769536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99302363,0.0001627235,0.00063737493,0.00011521721,0.00014266085,0.0023620191,0.00026306836,0.000027033428,0.0032662535],"genre_scores_gemma":[0.9812578,0.000007336102,0.00028200133,0.00008785439,0.0000062045933,0.000019490313,0.0004594487,0.000008495331,0.01787135],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99882424,0.00040744134,0.00036006575,0.00016286058,0.000021668053,0.00022370675],"domain_scores_gemma":[0.99900496,0.00011267727,0.00018513935,0.0005684482,0.00011083551,0.000017945405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005767674,0.00014711295,0.0005163374,0.00016816548,0.00027563356,0.0000442219,0.0007517267,0.0001147689,0.00039126346],"category_scores_gemma":[0.00008894608,0.00011582093,0.00023007249,0.00036319255,0.00016099455,0.00024236031,0.00036196387,0.00015383729,0.000039196464],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007779386,0.0019887509,0.2077951,0.0005281095,0.019699303,0.0000042589995,0.0027647705,0.000087090506,0.72165346,0.0003345667,0.032635752,0.004729459],"study_design_scores_gemma":[0.011005566,0.0027423317,0.5444931,0.0011221814,0.0054250685,0.000024305042,0.0038376045,0.00052840804,0.42467004,0.00032405427,0.004854219,0.0009731433],"about_ca_topic_score_codex":0.0014694021,"about_ca_topic_score_gemma":0.00032223176,"teacher_disagreement_score":0.336698,"about_ca_system_score_codex":0.000050205883,"about_ca_system_score_gemma":0.00011712033,"threshold_uncertainty_score":0.47230402},"labels":[],"label_agreement":null},{"id":"W4416910756","doi":"10.1136/bmjgh-2024-018118","title":"COVID-19 impact on AMR: a rapid scoping review, equity analysis and evidence gap map study","year":2025,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; York University","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Wellcome Trust","keywords":"Pandemic; Public health; Equity (law); Preparedness; Socioeconomic status; Health equity; Health policy; Coronavirus disease 2019 (COVID-19)","score_opus":0.07790348648713884,"score_gpt":0.5125867309927906,"score_spread":0.43468324450565177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416910756","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11874921,0.84481007,0.0029973686,0.025588084,0.00073583773,0.005482022,0.00012925251,0.00016688796,0.0013412428],"genre_scores_gemma":[0.95282334,0.027555296,0.00004655845,0.019195743,0.00001738647,0.000015824648,0.00001888946,0.0000038206845,0.00032316608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976147,0.0008133954,0.00053189474,0.00050123193,0.00007400446,0.00046480785],"domain_scores_gemma":[0.99879223,0.00027451073,0.00025043424,0.00049965386,0.000047862177,0.0001352941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017793507,0.00020356209,0.00077531836,0.000110859815,0.00039448868,0.00001950663,0.00023009177,0.00010872209,0.00021149065],"category_scores_gemma":[0.0005861274,0.00014837063,0.00016567255,0.00085702946,0.00013778113,0.00005273012,0.00019235707,0.0001797749,0.00008403588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031678192,0.002100304,0.56521434,0.049082823,0.0063597495,0.00012201975,0.0008060117,0.00008066159,0.00022175621,0.0031819341,0.30448335,0.065179266],"study_design_scores_gemma":[0.005945489,0.0060158335,0.8277135,0.1485103,0.003275548,0.00009144675,0.0015718194,0.000039027513,0.00014630322,0.0009249547,0.004543276,0.0012225087],"about_ca_topic_score_codex":0.0028476114,"about_ca_topic_score_gemma":0.0025554334,"teacher_disagreement_score":0.8340741,"about_ca_system_score_codex":0.00055588153,"about_ca_system_score_gemma":0.0021318842,"threshold_uncertainty_score":0.60503787},"labels":[],"label_agreement":null},{"id":"W4416955537","doi":"10.3390/antibiotics14121218","title":"A Hybrid Type II Hub-and-Spoke Model Evaluation Framework in the Commonwealth Partnerships for Antimicrobial Stewardship Programme—A Study Protocol","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Stewardship (theology); Antimicrobial stewardship; Protocol (science); Data collection; Commonwealth; Process (computing); Psychological intervention; Service (business)","score_opus":0.08421081915939567,"score_gpt":0.3757090758540697,"score_spread":0.29149825669467405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416955537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87225014,0.00030502517,0.003365308,0.0021312446,0.0005019971,0.12059356,0.000030318484,0.00008240361,0.0007399732],"genre_scores_gemma":[0.9970213,0.000016705188,0.00085673877,0.00069527526,0.000031916123,0.0006693016,0.000047094458,0.000017402683,0.0006442627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814403,0.00044688964,0.00043280463,0.0004039524,0.000084112406,0.00048822563],"domain_scores_gemma":[0.99892426,0.00028801998,0.00014264903,0.00045403186,0.00017334781,0.00001769799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018724742,0.00022492117,0.00034605412,0.00011596611,0.0005063989,0.000050625582,0.00034714793,0.00024270055,0.000011352478],"category_scores_gemma":[0.00032252108,0.00015881367,0.00007006106,0.00028965395,0.00021233334,0.000056842175,0.00011666953,0.00046038727,0.000013900274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015247859,0.035908073,0.5310316,0.005647565,0.0029336433,0.00007087809,0.032271877,0.0017900278,0.033442844,0.15344653,0.11983223,0.06837686],"study_design_scores_gemma":[0.12225106,0.030018318,0.22376983,0.011151768,0.0070425635,0.00026085804,0.056590233,0.061151147,0.20455727,0.098825686,0.17647558,0.007905685],"about_ca_topic_score_codex":0.000029961671,"about_ca_topic_score_gemma":0.00019096829,"teacher_disagreement_score":0.3072618,"about_ca_system_score_codex":0.00004366078,"about_ca_system_score_gemma":0.00031163427,"threshold_uncertainty_score":0.64762336},"labels":[],"label_agreement":null},{"id":"W4416971369","doi":"10.1093/jacamr/dlaf230.052","title":"P45 Translating AWaRe-based antibiotic use quality indicators into practice: an automated framework and dashboard leveraging Global-PPS data","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Concordance; Dashboard; Workflow; Proxy (statistics); Pharmacist; Antimicrobial stewardship; Quality (philosophy); Medical diagnosis; MEDLINE; Analytics","score_opus":0.02996543754887585,"score_gpt":0.35944967371176556,"score_spread":0.3294842361628897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416971369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521117,0.0058899513,0.029051822,0.0069120093,0.001636953,0.00097811,0.00085260475,0.0013891018,0.0011777095],"genre_scores_gemma":[0.9662681,0.0002316752,0.029740404,0.002525654,0.000043670607,0.000002276306,0.00046898352,0.000042494812,0.0006766974],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99548846,0.0010294336,0.0009965727,0.0015066973,0.00014691378,0.0008319151],"domain_scores_gemma":[0.99622685,0.001032961,0.00056922564,0.0019000816,0.00017332948,0.000097574906],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011235749,0.0005392158,0.0008311948,0.00024105202,0.00097600167,0.00029600353,0.0010897849,0.0007722819,0.000034768982],"category_scores_gemma":[0.001635877,0.00052968867,0.00011881752,0.0011348767,0.0008468789,0.0009649961,0.00029871194,0.0008245889,0.00004289424],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010334367,0.0037810113,0.24829675,0.0067230985,0.0039092475,0.0004157725,0.004363353,0.00029080198,0.5480903,0.027907273,0.11480385,0.031084202],"study_design_scores_gemma":[0.015437241,0.0004283936,0.54462683,0.015991244,0.0028899056,0.00011926234,0.0038715722,0.0023547658,0.13944146,0.0018930455,0.26681477,0.006131536],"about_ca_topic_score_codex":0.0009433965,"about_ca_topic_score_gemma":0.0010853945,"teacher_disagreement_score":0.40864882,"about_ca_system_score_codex":0.00018080445,"about_ca_system_score_gemma":0.0006327431,"threshold_uncertainty_score":0.99971545},"labels":[],"label_agreement":null},{"id":"W4416971374","doi":"10.1093/jacamr/dlaf230.006","title":"O06 Development of AWaRe antibiotic quality indicators for optimal use","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Documentation; Delphi method; CLARITY; Quality (philosophy); Primary care; Medical record; Performance indicator; Antibiotic resistance","score_opus":0.020090845778023676,"score_gpt":0.29266891058817673,"score_spread":0.27257806481015306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416971374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97400796,0.0014005059,0.021106577,0.00035128338,0.0010196212,0.0007599566,0.0002866833,0.000102409904,0.0009649729],"genre_scores_gemma":[0.9558937,0.00008505774,0.014687067,0.0002824051,0.000020595066,0.000007544453,0.00014925479,0.000027511554,0.028846875],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99758863,0.00015069293,0.0009835436,0.0006168532,0.00007009054,0.000590168],"domain_scores_gemma":[0.99835587,0.00040714527,0.00045677763,0.0005499325,0.00019691243,0.00003336763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045130096,0.00031901803,0.0007084927,0.00029864066,0.0004397804,0.000034362416,0.0004854917,0.00041256318,0.000054194472],"category_scores_gemma":[0.00030137,0.00029608648,0.00024245345,0.0005163332,0.0004893848,0.00013091548,0.0001263977,0.00025067886,0.000046221456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021663255,0.00063306774,0.018819937,0.001998195,0.00085105276,0.0000047024287,0.0006740382,0.000014641594,0.9019105,0.0094840275,0.06043599,0.0030075056],"study_design_scores_gemma":[0.0016807227,0.000030953623,0.064630575,0.00081250217,0.00009495327,0.0000015844145,0.00014083595,0.0000010423605,0.78977793,0.000028150558,0.14242677,0.0003739898],"about_ca_topic_score_codex":0.000039544764,"about_ca_topic_score_gemma":0.000270579,"teacher_disagreement_score":0.11213261,"about_ca_system_score_codex":0.00009864192,"about_ca_system_score_gemma":0.00055717357,"threshold_uncertainty_score":0.9999491},"labels":[],"label_agreement":null},{"id":"W4416987937","doi":"10.1038/s41598-025-29958-4","title":"Antibiotic prescribing and antimicrobial resistance awareness among medical students in Lebanon using novel assessment scales","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Snowball sampling; Antibiotic resistance; Medical prescription; Psychological intervention; Public health; MEDLINE; Cross-sectional study","score_opus":0.014153263877616831,"score_gpt":0.30107085450067916,"score_spread":0.2869175906230623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416987937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899893,0.0013364629,0.001168285,0.00014273565,0.0061991285,0.00034046054,0.0000042455868,0.000044521406,0.00077489606],"genre_scores_gemma":[0.993997,0.000035200253,0.00046138608,0.0000550896,0.00001281934,0.0000016151635,0.00003308707,0.000011907667,0.005391914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746746,0.00012705364,0.0007062178,0.00096399465,0.0002560102,0.00047925723],"domain_scores_gemma":[0.9989999,0.0000710837,0.00024368928,0.0005468662,0.0000938332,0.000044620865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020360232,0.00020826282,0.00039677275,0.0003268568,0.00057512394,0.00023564666,0.00034597196,0.00030032676,0.000043169555],"category_scores_gemma":[0.00017317606,0.00018544827,0.00006529686,0.0005432024,0.0011320998,0.00017894432,0.00038919965,0.00032327048,0.0000033812664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022655053,0.00029088717,0.68956673,0.00017555016,0.000058640482,0.00021333873,0.00009604702,0.000015882322,0.3075745,0.00024617682,0.0015935857,0.00014598938],"study_design_scores_gemma":[0.0017169054,0.000019353081,0.8474143,0.004959333,0.00009439826,0.00022777346,0.00036001034,0.00014344005,0.14043847,0.0005934089,0.0035011163,0.00053149264],"about_ca_topic_score_codex":0.00026803493,"about_ca_topic_score_gemma":0.0019084698,"teacher_disagreement_score":0.16713604,"about_ca_system_score_codex":0.000096293785,"about_ca_system_score_gemma":0.00045997277,"threshold_uncertainty_score":0.7562361},"labels":[],"label_agreement":null},{"id":"W4417035974","doi":"10.1093/ijpp/riaf063","title":"A scoping review of evidence of community pharmacist independent prescribing for common clinical conditions: beyond protocol prescribing","year":2025,"lang":"en","type":"review","venue":"International Journal of Pharmacy Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Community pharmacist; Protocol (science); Community pharmacy; Pharmacist; Medication therapy management; MEDLINE","score_opus":0.36572508657693276,"score_gpt":0.5920151031641917,"score_spread":0.22629001658725895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417035974","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008605624,0.9717587,0.0005085299,0.00042275022,0.0021501153,0.024590442,0.00021986238,0.00000923606,0.0003317313],"genre_scores_gemma":[0.0001794541,0.99651766,0.00046746765,0.0006054576,0.00018537616,0.0017052314,0.00006935472,0.00002396266,0.0002460573],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99119955,0.0039512254,0.004107841,0.00021120285,0.00031669554,0.00021349713],"domain_scores_gemma":[0.9753603,0.01306139,0.008611823,0.00034651882,0.002575792,0.00004417949],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0068180053,0.00033167406,0.002171088,0.00033425292,0.00014853799,0.00003085729,0.0016977991,0.00020649107,0.00021433216],"category_scores_gemma":[0.010402373,0.00024773655,0.0011131003,0.0001934849,0.00025562575,0.0008232199,0.00038985757,0.0020225164,0.0000098276105],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003133656,0.002059724,0.00006438711,0.64761466,0.0059703803,0.00005205746,0.0001541391,0.0000021787573,0.0005210251,0.00014748538,0.013866471,0.32641384],"study_design_scores_gemma":[0.002459731,0.00017074408,0.0000010224621,0.5627606,0.0026063498,0.00045997076,0.000044757395,9.623858e-7,0.0010135568,0.000021320186,0.43032578,0.00013518265],"about_ca_topic_score_codex":0.00005059844,"about_ca_topic_score_gemma":0.0000053437893,"teacher_disagreement_score":0.41645932,"about_ca_system_score_codex":0.00015931035,"about_ca_system_score_gemma":0.0020594352,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W4417074720","doi":"10.1093/jacamr/dlaf222","title":"A rapid systematic scoping review of the levels of bacterial antimicrobial resistance and antibiotic use among people in contact with the criminal justice system","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Criminal justice; Antibiotic resistance; Public health; Economic Justice; Face (sociological concept); Antibiotics; Resistance (ecology)","score_opus":0.014288187544077444,"score_gpt":0.2415913554696704,"score_spread":0.22730316792559296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417074720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94754744,0.04603538,0.00024348046,0.0006629491,0.0009907419,0.0035806564,0.00024887655,0.000044247867,0.0006462233],"genre_scores_gemma":[0.99281645,0.004358923,0.0002407769,0.00035811772,0.000025202195,0.000013496264,0.000012382638,0.00003360642,0.0021410503],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9960303,0.0011422001,0.0014544796,0.0006439159,0.00015524065,0.00057386514],"domain_scores_gemma":[0.9962661,0.0010243726,0.0012882492,0.0010615907,0.00033118774,0.000028472434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010615652,0.00045574555,0.0016964384,0.00016598348,0.00040815136,0.00006384821,0.0007855781,0.00027783483,0.000023407525],"category_scores_gemma":[0.0006138221,0.00027426245,0.00023604749,0.00091832696,0.0009657572,0.00022222062,0.00020575004,0.00045489863,0.0000045839215],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012476349,0.00014266594,0.002287222,0.71105105,0.00030834443,0.000015026125,0.0007566275,0.0000031842158,0.27858478,0.0020998963,0.0034912012,0.000012376397],"study_design_scores_gemma":[0.0019640648,0.00005380464,0.052436538,0.8430269,0.0019549362,0.00003703599,0.0007659265,0.0000018083038,0.099298514,0.0000014807221,0.00008922978,0.00036976158],"about_ca_topic_score_codex":0.00019535769,"about_ca_topic_score_gemma":0.0058382805,"teacher_disagreement_score":0.17928627,"about_ca_system_score_codex":0.00011281706,"about_ca_system_score_gemma":0.00048477892,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W4417079704","doi":"10.1016/j.phacli.2025.09.373","title":"Description de l’utilisation des anti-infectieux au sein d’un centre hospitalier universitaire mère–enfant","year":2025,"lang":"fr","type":"article","venue":"Le Pharmacien Clinicien","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Statistical analysis; Intensive care; Health services","score_opus":0.02505017301044004,"score_gpt":0.30282587970165037,"score_spread":0.2777757066912103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417079704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96207315,0.009742531,0.0045599816,0.004440976,0.0052777515,0.00039763277,0.00008055285,0.000111407615,0.013316042],"genre_scores_gemma":[0.9190591,0.0027269078,0.00019541614,0.00080262695,0.00013128313,0.0000016861085,0.00006305672,0.000021056358,0.07699885],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721384,0.0006218487,0.0005197435,0.0006115259,0.00007203635,0.00096099934],"domain_scores_gemma":[0.998887,0.00024556534,0.00023716746,0.0003564627,0.00018129885,0.00009250401],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083798,0.00032782074,0.00044563803,0.00017692095,0.0010985353,0.000056491248,0.00040509208,0.00054831157,0.00069285714],"category_scores_gemma":[0.00014589056,0.00034404558,0.00029242985,0.00060315034,0.0013105379,0.0004277909,0.00019463178,0.00057562656,0.00045790404],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057620206,0.0030667444,0.7026056,0.00096287124,0.001607724,0.00021412376,0.015156611,0.00030708103,0.11866067,0.019065093,0.022832908,0.11494438],"study_design_scores_gemma":[0.010722503,0.0005692842,0.29566687,0.0018994936,0.001939614,0.00016447276,0.019645927,0.0019511181,0.29228562,0.0035661254,0.37015083,0.001438122],"about_ca_topic_score_codex":0.0019659414,"about_ca_topic_score_gemma":0.00016877324,"teacher_disagreement_score":0.4069387,"about_ca_system_score_codex":0.0005034314,"about_ca_system_score_gemma":0.00092816254,"threshold_uncertainty_score":0.9999012},"labels":[],"label_agreement":null},{"id":"W4417101986","doi":"10.21203/rs.3.rs-8041551/v1","title":"The impact of virtual care on antibiotic prescribing practices for Urinary Tract Infections (UTIs): a propensity-score matched cohort study","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Simon Fraser University; University of British Columbia","funders":"","keywords":"Nitrofurantoin; Antibiotics; Logistic regression; Odds; Odds ratio; Cohort; Urinary system; Cohort study","score_opus":0.09334308438548733,"score_gpt":0.4185040423361905,"score_spread":0.32516095795070316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417101986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96615624,0.008607679,0.000051629915,0.00028042676,0.0011595212,0.019787503,0.0011366314,0.00007524613,0.002745092],"genre_scores_gemma":[0.98377776,0.005475946,0.000013643301,0.00000637252,0.00018268112,0.00031134876,0.00033639572,0.000074255484,0.009821615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98869544,0.0054455264,0.0014274308,0.001955378,0.00062607287,0.0018501683],"domain_scores_gemma":[0.9855469,0.0070502255,0.0015713917,0.0025834786,0.0031015712,0.00014646906],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005465334,0.0009265913,0.0017840549,0.0008527305,0.004265809,0.0003410882,0.0016936882,0.0014181583,0.00012683733],"category_scores_gemma":[0.004645792,0.00061497616,0.0011870466,0.0010266086,0.0017366,0.00024400429,0.0019282554,0.0051968237,0.000083286766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011972724,0.030772205,0.91321105,0.004846434,0.009890306,0.00016720095,0.01346185,0.0010554985,0.0060674953,0.0007569499,0.0022200109,0.0055782823],"study_design_scores_gemma":[0.0032223037,0.04941,0.89188325,0.0071151303,0.00084410346,0.00008083936,0.04060574,0.00006349635,0.004614607,0.00006588576,0.001325279,0.00076937635],"about_ca_topic_score_codex":0.0063060364,"about_ca_topic_score_gemma":0.00088303717,"teacher_disagreement_score":0.02714389,"about_ca_system_score_codex":0.0009072419,"about_ca_system_score_gemma":0.0042861057,"threshold_uncertainty_score":0.9998782},"labels":[],"label_agreement":null},{"id":"W4417106211","doi":"10.3390/antibiotics14121235","title":"Developing a Pharmacist-Centered Novel Antimicrobial Stewardship (AMS) Approach for Healthcare in Pakistan: A Grounded Theory Study","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Grounded theory; Stewardship (theology); Health care; Qualitative research","score_opus":0.052692709866656924,"score_gpt":0.35541359072045053,"score_spread":0.3027208808537936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417106211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81726724,0.0018159662,0.1740558,0.00079233997,0.0017582331,0.0028238038,0.00018541262,0.00015665729,0.0011445556],"genre_scores_gemma":[0.99241394,0.000118464544,0.0040993127,0.0011660139,0.00003558631,0.000002987586,0.00017882705,0.00003236748,0.0019525072],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997727,0.0002656741,0.00065105845,0.0006323177,0.000051417956,0.0006725415],"domain_scores_gemma":[0.9990849,0.00021245157,0.00015891793,0.0003864401,0.00013231196,0.000025012261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007416312,0.000323992,0.0005775534,0.000261786,0.00032837546,0.00004854833,0.0004280597,0.00031402954,0.0000075578405],"category_scores_gemma":[0.00005274841,0.00029689478,0.00013681638,0.0004738608,0.00020565031,0.00007905007,0.00015169954,0.0003862557,0.000017757546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011371176,0.017328281,0.22726698,0.006391883,0.003733507,0.00010679913,0.010627993,0.00006329202,0.39926633,0.30477977,0.0068758004,0.012188175],"study_design_scores_gemma":[0.12316953,0.002908646,0.1377449,0.00509198,0.0017712758,0.00027261188,0.07435065,0.0008298929,0.60080266,0.0059974073,0.041180305,0.0058801426],"about_ca_topic_score_codex":0.00012822263,"about_ca_topic_score_gemma":0.00023585615,"teacher_disagreement_score":0.29878238,"about_ca_system_score_codex":0.00016176928,"about_ca_system_score_gemma":0.0003351734,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W4417225743","doi":"10.1002/puh2.70178","title":"Afghanistan's Silent Epidemic: The Overuse of Antibiotics Is Fueling a Public Health Crisis","year":2025,"lang":"en","type":"article","venue":"Public Health Challenges","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mindset; Medical prescription; Public health; Antibiotic resistance; Antibiotics; Amoxicillin; Health care","score_opus":0.11061651035017862,"score_gpt":0.33885233418770294,"score_spread":0.22823582383752433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417225743","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016048126,0.27584335,0.002012721,0.7014864,0.001269734,0.0006159891,0.000109151515,0.00013925176,0.0024752584],"genre_scores_gemma":[0.8688386,0.11142751,0.0001954814,0.01839591,0.000056156634,0.000002433104,0.000030817835,0.000024488409,0.0010286097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957652,0.0010642823,0.0011114631,0.00060758844,0.00013348802,0.0013179571],"domain_scores_gemma":[0.99742997,0.0005727241,0.00065407366,0.00093647465,0.00025462094,0.00015216343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039045461,0.00030981895,0.000846072,0.00029992877,0.0007077455,0.000038379367,0.0006776602,0.00034022317,0.00015017885],"category_scores_gemma":[0.00042464188,0.00022115266,0.00019743745,0.00048797435,0.00036704596,0.00013993759,0.00023481622,0.000629662,0.00006705638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012861872,0.0024405164,0.0040551517,0.0074943993,0.0019377985,0.0000062616973,0.04277688,0.0000026294954,0.0010670759,0.39517778,0.30131832,0.24359454],"study_design_scores_gemma":[0.0010447922,0.0003208182,0.0062809396,0.00042687746,0.000021135556,0.000014065686,0.026167026,0.000016195889,0.0009432719,0.00095730944,0.9635293,0.0002782873],"about_ca_topic_score_codex":0.00063873135,"about_ca_topic_score_gemma":0.00050896546,"teacher_disagreement_score":0.8527905,"about_ca_system_score_codex":0.00023649445,"about_ca_system_score_gemma":0.001969425,"threshold_uncertainty_score":0.90183437},"labels":[],"label_agreement":null},{"id":"W4417272080","doi":"10.1136/bmj-2024-082681","title":"Antimicrobial use and resistance","year":2025,"lang":"en","type":"review","venue":"BMJ","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Antibiotics; Drug resistance; Infection control; Resistance (ecology); Global health","score_opus":0.03157289676355108,"score_gpt":0.3134061573151102,"score_spread":0.2818332605515591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417272080","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000046983737,0.9946704,0.000018576962,0.00010829749,0.00083114306,0.00055054226,0.00015223485,0.00005001461,0.003614072],"genre_scores_gemma":[0.0000036940294,0.8764272,0.00020522627,0.00009843797,0.000055472534,0.000008590578,0.00012941945,0.000016733715,0.12305526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986832,0.00021063196,0.0004261686,0.00040118478,0.00001675818,0.00026205415],"domain_scores_gemma":[0.9990195,0.00032164232,0.00021322163,0.00039991524,0.000032524556,0.000013207922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014439096,0.00028567118,0.0010999433,0.00011430803,0.00014129838,0.000034329692,0.00019689862,0.00062091474,0.000061502404],"category_scores_gemma":[0.00015384793,0.0002160708,0.0002115981,0.00015027166,0.00020781056,0.000049114515,0.00012817894,0.0003465457,0.0002801773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037516602,0.00005886068,0.000019728272,0.043743297,0.0006189973,0.00006628497,0.000027590995,6.5498225e-9,0.00003855284,0.002903378,0.687106,0.26537976],"study_design_scores_gemma":[0.00015522793,0.0000055964724,0.000015077696,0.027183462,0.00042612193,0.000051633746,0.00000305463,2.3458941e-9,0.000010055031,0.000012312431,0.971905,0.00023246776],"about_ca_topic_score_codex":0.000012750438,"about_ca_topic_score_gemma":0.000060534097,"teacher_disagreement_score":0.28479895,"about_ca_system_score_codex":0.000021157508,"about_ca_system_score_gemma":0.00023293817,"threshold_uncertainty_score":0.8811111},"labels":[],"label_agreement":null},{"id":"W4417319483","doi":"10.5588/ijtldopen.25.0522","title":"Clinical standards for antimicrobial stewardship in TB care","year":2025,"lang":"en","type":"article","venue":"IJTLD OPEN","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"European and Developing Countries Clinical Trials Partnership; Institute of Infection and Immunity; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Faculty of Medicine and Health, University of Sydney; Statens Serum Institut; College of Medicine, Seoul National University; Directorate for Biological Sciences; Global Health Innovative Technology Fund; Leibniz-Gemeinschaft; Lungenliga Schweiz; University of Namibia; Universitas Gadjah Mada; Otsuka Pharmaceutical; University of Cape Town; Medical Research Council; Uppsala Universitet; International Union Against Tuberculosis and Lung Disease; Rigshospitalet; Universitetet i Bergen; Universitätsklinikum Hamburg-Eppendorf; Universiteit Stellenbosch; Peter MacCallum Cancer Centre; Karolinska Institutet; Seoul National University Hospital; Fudan University; St. George's, University of London; Institut National de la Santé et de la Recherche Médicale; Ministero della Salute; Medizinischen Hochschule Hannover; Universidade do Porto; Seoul National University; Pfizer; Università degli Studi di Sassari; Bundesministerium für Bildung und Forschung; University of St Andrews; MannKind Corporation; Radboud Universiteit; Universitair Medisch Centrum Groningen; Rijksuniversiteit Groningen; Deutscher Akademischer Austauschdienst; South African Medical Research Council; Odense Universitetshospital; European Centre for Disease Prevention and Control; University of Oxford; World Health Organization; University College London; AstraZeneca; Insmed; London School of Hygiene and Tropical Medicine; Imperial College London; Gentofte Hospital; Queen Mary University of London; Radboud Universitair Medisch Centrum; Deutsches Zentrum für Infektionsforschung; Université de Genève; Filha; University of Alaska Anchorage; Indian National Science Academy; Université de Lorraine; Inselspital, Universitätsspital Bern; Christian Medical College, Vellore; Burnet Institute; Combating Antibiotic-Resistant Bacteria Biopharmaceutical Accelerator; Gilead Sciences; European Respiratory Society; Rosetrees Trust; Turun Yliopisto","keywords":"Antimicrobial stewardship; Public health; Tuberculosis; Health care; MEDLINE; Antibacterial agent","score_opus":0.02414177729090112,"score_gpt":0.38877233571238745,"score_spread":0.36463055842148634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417319483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91046554,0.0070537864,0.001440738,0.0026230975,0.004523553,0.0025908768,0.0008411295,0.000071071314,0.070390224],"genre_scores_gemma":[0.98520976,0.00013438947,0.0004116529,0.0009779665,0.000034237677,0.000013710348,0.000086120366,0.000010267154,0.013121893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988771,0.00013845184,0.0003668783,0.0003223504,0.0000205118,0.00027470678],"domain_scores_gemma":[0.99937916,0.00016198737,0.000060675873,0.00027170437,0.000114472714,0.0000119813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060042314,0.0001125269,0.00036045967,0.000063894106,0.00013080967,0.00003573686,0.0005528277,0.00028503864,0.00013136254],"category_scores_gemma":[0.0001544331,0.00009559218,0.00010174369,0.00012170048,0.00018556241,0.000065264096,0.00024361139,0.00021908528,0.000053127525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005691408,0.000815908,0.18815002,0.0008397387,0.0006622999,0.000039577986,0.0021437998,0.000012727702,0.027292993,0.02126047,0.6820386,0.07105244],"study_design_scores_gemma":[0.007046626,0.00021591377,0.029050961,0.00060735276,0.000060285496,0.0000029910761,0.0012763166,0.0000015079222,0.029951276,0.00040931194,0.9311206,0.0002568622],"about_ca_topic_score_codex":0.00019605707,"about_ca_topic_score_gemma":0.0010883873,"teacher_disagreement_score":0.24908198,"about_ca_system_score_codex":0.00006145564,"about_ca_system_score_gemma":0.00048573816,"threshold_uncertainty_score":0.38981357},"labels":[],"label_agreement":null},{"id":"W4417437299","doi":"10.3138/jammi-2025-1015","title":"Can emulated trials in antimicrobial therapy replace randomized trials?","year":2025,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Impact; Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Antimicrobial; Randomized controlled trial; Anti-Infective Agents; Clinical trial; MEDLINE","score_opus":0.008752188352060356,"score_gpt":0.26467193245636894,"score_spread":0.25591974410430857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417437299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633929,0.0074836225,0.000031869004,0.025181636,0.0033173233,0.00040760337,0.000078397505,0.0000051712304,0.00010146957],"genre_scores_gemma":[0.99398196,0.002827899,0.000002396276,0.0023724285,0.000051570387,0.0000018811925,0.000011814129,0.0000046489854,0.0007454313],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9907688,0.006969963,0.0018280726,0.00013722909,0.00008595489,0.00020998267],"domain_scores_gemma":[0.990971,0.00627963,0.0023358348,0.00013703924,0.00022464024,0.00005185538],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014368162,0.00014296334,0.0018679337,0.0001475873,0.00011925301,0.000008749673,0.00026492268,0.00041473377,0.00014289879],"category_scores_gemma":[0.035581168,0.000081066064,0.0004492867,0.00021794478,0.00025592398,0.000028222446,0.00005306062,0.0005420697,3.9051977e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08996407,0.0010891074,0.24236113,0.00029681143,0.011088796,0.00006396621,0.00044025856,0.0000950473,0.20734063,0.0037386997,0.4384969,0.0050246073],"study_design_scores_gemma":[0.65285194,0.0003557661,0.12642401,0.0038371193,0.0032453218,0.00026079346,0.00037441164,0.000029612096,0.087663904,0.0042224256,0.11989417,0.000840548],"about_ca_topic_score_codex":0.023076806,"about_ca_topic_score_gemma":0.07078939,"teacher_disagreement_score":0.56288785,"about_ca_system_score_codex":0.00026786397,"about_ca_system_score_gemma":0.0027305742,"threshold_uncertainty_score":0.9834286},"labels":[],"label_agreement":null},{"id":"W4417497608","doi":"10.2471/blt.25.293840","title":"Effectiveness of doctors’ advice on non-prescription antibiotic use: a randomized controlled trial, China","year":2025,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Psychological intervention; China; Advice (programming); Intervention (counseling); Randomized controlled trial; Alternative medicine","score_opus":0.004439980175160541,"score_gpt":0.24808805569194778,"score_spread":0.24364807551678724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417497608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96852815,0.002311191,0.0015958281,0.009035292,0.004767081,0.0109142205,0.000018492967,0.00010390249,0.0027258333],"genre_scores_gemma":[0.9854154,0.00022629365,0.000057678746,0.00036644575,0.000016559932,0.000008568976,0.000028157216,0.000015665868,0.0138652325],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965715,0.0021833978,0.00077364506,0.00022065223,0.00006444637,0.00018639464],"domain_scores_gemma":[0.99720454,0.0014961,0.0007435019,0.00035038448,0.00019281253,0.0000126372715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016801051,0.00016004125,0.0011830973,0.00018519461,0.00022420537,0.000008746329,0.0002157073,0.00012774864,0.0002198794],"category_scores_gemma":[0.00174475,0.00009971058,0.00017958997,0.00059470173,0.00020753719,0.000016208636,0.000062970204,0.00018490678,0.000032696473],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9263392,0.0007584842,0.0017102845,0.0015412895,0.00057056337,2.3522486e-7,0.0002162156,0.00011798512,0.033729445,0.014002806,0.020927021,0.000086472086],"study_design_scores_gemma":[0.880975,0.00022029622,0.031600952,0.0028934649,0.00023599532,9.489038e-7,0.000027416858,0.000009009325,0.08088368,0.00009941344,0.0029302598,0.00012357063],"about_ca_topic_score_codex":0.00050656876,"about_ca_topic_score_gemma":0.000027327527,"teacher_disagreement_score":0.047154237,"about_ca_system_score_codex":0.00007171503,"about_ca_system_score_gemma":0.00018795293,"threshold_uncertainty_score":0.40660793},"labels":[],"label_agreement":null},{"id":"W4417498285","doi":"10.2471/blt.25.294438","title":"Social science contributions to the global action plan on antimicrobial resistance","year":2025,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Centre for Global Health Research; Simon Fraser University; York University","funders":"Novo Nordisk Fonden; Novo Nordisk; Wellcome Trust","keywords":"Action plan; Action (physics); Plan (archaeology); Antibiotic resistance; Resistance (ecology); Global health","score_opus":0.009015688654322392,"score_gpt":0.29942133824630135,"score_spread":0.29040564959197895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417498285","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05345435,0.0004999427,0.002141005,0.9258194,0.0034210354,0.0012153805,0.00025313854,0.00010600801,0.013089733],"genre_scores_gemma":[0.97530574,0.000021784068,0.000035811696,0.008380076,0.000054911958,0.0000014567786,0.000017228422,0.0000048069514,0.016178198],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910754,0.00016872038,0.00023388962,0.00018995402,0.00006008981,0.00023981745],"domain_scores_gemma":[0.999289,0.000061306026,0.0001699453,0.00022663263,0.00023967597,0.000013438238],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039080766,0.000081355574,0.0001362832,0.0000626676,0.0016956707,0.000016035976,0.0003853942,0.000057783105,0.000090745096],"category_scores_gemma":[0.00035393605,0.000052415824,0.000029486255,0.0014811187,0.00030907488,0.000010308401,0.00010291416,0.00014728833,0.00014630902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014130796,0.000087875414,0.002277779,0.000055551223,0.000022405286,8.063937e-8,0.0001779824,0.00001929007,0.010971774,0.15086253,0.8351009,0.0002825362],"study_design_scores_gemma":[0.00050225196,0.000026034753,0.10316403,0.00027385243,0.000020198246,0.0000016526621,0.000103465245,2.6271158e-7,0.061858967,0.00020326284,0.8337629,0.00008312679],"about_ca_topic_score_codex":0.00008422093,"about_ca_topic_score_gemma":0.00057655794,"teacher_disagreement_score":0.9218514,"about_ca_system_score_codex":0.0003363096,"about_ca_system_score_gemma":0.00039929754,"threshold_uncertainty_score":0.999604},"labels":[],"label_agreement":null},{"id":"W4417498681","doi":"10.2471/blt.25.293893","title":"WHO definitions for reserve antibiotics","year":2025,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"","score_opus":0.016253381826326147,"score_gpt":0.26622554898469997,"score_spread":0.2499721671583738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417498681","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08436782,0.015256093,0.029359479,0.82211787,0.0073557347,0.004608836,0.00045855905,0.00036603308,0.036109593],"genre_scores_gemma":[0.9055141,0.00040027327,0.0011785734,0.0047912532,0.000027581174,7.5019824e-7,0.0000992692,0.000018535758,0.087969646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930185,0.00010587051,0.00027643665,0.00012787478,0.000020636155,0.0001673046],"domain_scores_gemma":[0.9992213,0.00018194165,0.00017172693,0.00024068887,0.00017604356,0.00000825591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019744763,0.00006959317,0.0001658953,0.000073684954,0.00042963002,0.0000052388327,0.00018825749,0.00007372611,0.0002984581],"category_scores_gemma":[0.00033573684,0.000052439078,0.000041575175,0.0004757627,0.00010726567,0.000005793505,0.00006674711,0.00009776534,0.000053318567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003561678,0.000103556864,0.0111192735,0.00038257966,0.000054230128,4.558976e-8,0.00011134604,0.000013892833,0.0032917685,0.16782792,0.81685585,0.0002039522],"study_design_scores_gemma":[0.0009799068,0.000054524164,0.03417566,0.00075141975,0.000049427894,0.0000018072259,0.00013493901,0.0000027898004,0.10560174,0.0016724536,0.8564699,0.00010538513],"about_ca_topic_score_codex":0.00008583585,"about_ca_topic_score_gemma":0.0002321264,"teacher_disagreement_score":0.8211463,"about_ca_system_score_codex":0.000038480546,"about_ca_system_score_gemma":0.00015877569,"threshold_uncertainty_score":0.330441},"labels":[],"label_agreement":null},{"id":"W4916723","doi":"10.1182/blood.v122.21.1143.1143","title":"Analysis Of Warfarin Drug-Drug Interactions With Antibiotics In The Ambulatory Care Setting","year":2013,"lang":"en","type":"article","venue":"Blood","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"","keywords":"Medicine; Warfarin; Antibiotics; Internal medicine; Ambulatory; Retrospective cohort study; Population; Atrial fibrillation","score_opus":0.004395684512885719,"score_gpt":0.2121258367608825,"score_spread":0.2077301522479968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4916723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99657553,0.0013702643,0.000018314,0.0001603979,0.00006206644,0.00013496791,0.000012293357,0.00001419651,0.0016519881],"genre_scores_gemma":[0.99908197,0.000027784616,0.00012326983,0.000079181154,0.000008860442,7.8036123e-7,0.000039135957,0.000006280535,0.00063273765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993553,0.00010981805,0.0001910529,0.00014956607,0.000030067858,0.00016417878],"domain_scores_gemma":[0.99945,0.000112542846,0.00010146487,0.00026661035,0.00006225126,0.000007086226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008869319,0.000090290574,0.00019786591,0.00014719961,0.00008611701,0.000009299598,0.00017050774,0.000042093216,0.00011350469],"category_scores_gemma":[0.000011760736,0.00005434586,0.00007551713,0.0003757873,0.000120962075,0.000051884792,0.00002903816,0.00019858779,0.000047292106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017333574,0.00049797894,0.9439582,0.000067566754,0.0017412128,0.000009468325,0.012015888,0.00009063367,0.040127307,0.0002255241,0.000713416,0.0005354501],"study_design_scores_gemma":[0.0011135819,0.000039845825,0.89860255,0.00013446632,0.0017706424,0.000016899125,0.030385775,0.000020545935,0.066677,0.00001016817,0.0010418671,0.00018667796],"about_ca_topic_score_codex":0.0008168128,"about_ca_topic_score_gemma":0.0021857868,"teacher_disagreement_score":0.04535569,"about_ca_system_score_codex":0.0000075794605,"about_ca_system_score_gemma":0.00002595711,"threshold_uncertainty_score":0.22161599},"labels":[],"label_agreement":null},{"id":"W50275070","doi":"10.1155/2011/276017","title":"Antimicrobial Resistance Surveillance Systems: Are Potential Biases Taken into Account?","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; Alberta Health Services; Health Sciences Centre; University of Calgary","funders":"","keywords":"Sampling bias; Medicine; Sampling (signal processing); Statistics; MEDLINE; Selection bias; Data collection; Sample size determination; Computer science; Mathematics; Pathology; Biology","score_opus":0.007673532568636045,"score_gpt":0.20183230896067691,"score_spread":0.19415877639204088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W50275070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9436242,0.05079843,0.0002663533,0.0004609739,0.0039896937,0.00015594262,0.00027544022,0.000026861697,0.00040210667],"genre_scores_gemma":[0.9972648,0.0014654074,0.000016620335,0.0006251449,0.00022839292,0.0000016714416,0.000036430232,0.000020601103,0.00034091706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982254,0.0002945015,0.0005996012,0.00028599158,0.000039600676,0.0005548845],"domain_scores_gemma":[0.9984816,0.00012580096,0.00046165008,0.00019158632,0.00028679697,0.00045261078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003015957,0.0002458518,0.00061271235,0.00027043832,0.00035241825,0.000031821182,0.0003312401,0.00047245223,0.00069146435],"category_scores_gemma":[0.00059807306,0.00019436554,0.0001662788,0.00014674284,0.0011787076,0.00009824676,0.000038399678,0.00042547777,0.00005148696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012525894,0.00071612984,0.7319329,0.00097477273,0.0022762057,0.006042872,0.0016870479,0.000016150201,0.050520927,0.0020133378,0.19861123,0.0039558876],"study_design_scores_gemma":[0.016500765,0.0020265896,0.51241076,0.006655316,0.0011839388,0.037569363,0.004046865,0.000008357429,0.0046973783,0.0011041384,0.41085893,0.0029376084],"about_ca_topic_score_codex":0.006444422,"about_ca_topic_score_gemma":0.03021436,"teacher_disagreement_score":0.2195221,"about_ca_system_score_codex":0.00009720602,"about_ca_system_score_gemma":0.0011747369,"threshold_uncertainty_score":0.9874817},"labels":[],"label_agreement":null},{"id":"W50856268","doi":"","title":"Scrutiny of antimicrobial use in racing horses with allergic small airway inflammatory disease.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Antimicrobial; Airway; Disease; Intensive care medicine; Internal medicine; Surgery; Biology; Microbiology","score_opus":0.013345659240008129,"score_gpt":0.18180445267658513,"score_spread":0.168458793436577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W50856268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99739826,0.0012877589,0.000037177913,0.00023858457,0.00012911318,0.0003737468,0.000014193744,0.00003773778,0.00048345866],"genre_scores_gemma":[0.99688995,0.00013819753,0.000109994275,0.00013061205,0.000037086516,0.000029141653,0.000016718855,0.000015671452,0.0026326152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898356,0.000083766194,0.0002709077,0.00023220379,0.00002746737,0.00040209517],"domain_scores_gemma":[0.999523,0.000062999636,0.00012085823,0.00022157286,0.000035104928,0.000036452228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015590235,0.00014050165,0.00023338414,0.00011710321,0.00005584295,0.000010196081,0.00014738858,0.000117102914,0.00003374],"category_scores_gemma":[0.000051586463,0.00010963952,0.000055291865,0.000114291055,0.0002355675,0.00012584333,0.000048900933,0.00016588719,0.000033287735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005302969,0.001451442,0.8242999,0.0005290171,0.00074886536,0.0002107622,0.0011703944,0.0012341406,0.10596349,0.001520851,0.006237713,0.051330507],"study_design_scores_gemma":[0.0019368983,0.000018251681,0.8926723,0.00014892803,0.000046741327,0.000011991553,0.0000696788,0.000003029044,0.0945709,0.000005425315,0.010264152,0.000251722],"about_ca_topic_score_codex":0.000052580323,"about_ca_topic_score_gemma":0.000785819,"teacher_disagreement_score":0.068372436,"about_ca_system_score_codex":0.000027344298,"about_ca_system_score_gemma":0.00005140054,"threshold_uncertainty_score":0.447097},"labels":[],"label_agreement":null},{"id":"W61876437","doi":"10.1186/cc11109","title":"Growing a positive culture in an ICU antimicrobial stewardship program","year":2012,"lang":"en","type":"article","venue":"Critical Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Intensive care medicine; De-escalation; Microbiology; Antibiotics; Antibiotic resistance","score_opus":0.016565368142984274,"score_gpt":0.31542357369242124,"score_spread":0.298858205549437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W61876437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989275,0.007014942,0.000035007684,0.00028721316,0.000652156,0.00023024253,0.000054622913,0.00009999195,0.0023508654],"genre_scores_gemma":[0.99870765,0.000009199686,0.00039803833,0.00044930034,0.0001261708,0.000006830575,0.0001484223,0.000014367688,0.00014001135],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988658,0.00016578459,0.00015502068,0.00022012857,0.000028378889,0.0005649021],"domain_scores_gemma":[0.9996309,0.000051150357,0.000013901741,0.00015221008,0.000095890304,0.00005590782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081098966,0.00014095481,0.00019793642,0.000042104795,0.00013585758,0.000023000042,0.00013012253,0.0003201115,0.000082277475],"category_scores_gemma":[0.00007394871,0.00011508365,0.00006964703,0.00010409634,0.0002806282,0.00029654746,0.000049036076,0.00034741047,0.00015642407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054531835,0.00281244,0.15525812,0.0009559225,0.0001105392,0.00019621696,0.038742427,0.0000010683076,0.72619426,0.047945257,0.0033960203,0.023842407],"study_design_scores_gemma":[0.0041844468,0.002140025,0.23682703,0.0013282684,0.00034990069,0.00038015665,0.07865193,0.0000029590935,0.6484516,0.000361677,0.025504388,0.0018176083],"about_ca_topic_score_codex":0.000020320189,"about_ca_topic_score_gemma":0.00003291955,"teacher_disagreement_score":0.081568904,"about_ca_system_score_codex":0.000043001528,"about_ca_system_score_gemma":0.000027285474,"threshold_uncertainty_score":0.4692975},"labels":[],"label_agreement":null},{"id":"W66282575","doi":"10.1155/2004/389092","title":"Measurement of Antibiotic Consumption: A Practical Guide to the Use of the Anatomical Therapeutic Chemical Classification and Defined Daily Dose System Methodology in Canada","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Formulary; Consumption (sociology); Reimbursement; Antibiotic resistance; Defined daily dose; Pharmacy; Medicine; Population; Resistance (ecology); Business; Intensive care medicine; Medical prescription; Family medicine; Health care; Environmental health; Antibiotics; Nursing; Economics; Sociology","score_opus":0.04916665526731516,"score_gpt":0.2749198515276827,"score_spread":0.22575319626036755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W66282575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885411,0.0057690847,0.000516837,0.004355789,0.0005565059,0.00020174915,0.000048670336,0.0000022326026,0.00000797793],"genre_scores_gemma":[0.9989617,0.00021686089,0.000083083505,0.00070350274,0.000021844942,0.000001118893,0.0000027275544,0.000006084487,0.0000031117106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983899,0.0005465365,0.00058655965,0.0001589983,0.000059599934,0.00025839152],"domain_scores_gemma":[0.99877673,0.00039314348,0.00028761066,0.00016010004,0.00018621226,0.00019622271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005180203,0.00012191181,0.00041439987,0.00010138641,0.00008637805,0.0000062795866,0.00016160881,0.00019932594,0.000022856952],"category_scores_gemma":[0.0012736404,0.00006994999,0.00006839629,0.00013052527,0.00076300214,0.00002759074,0.00003533054,0.0003230431,0.0000010990432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006556771,0.00025134938,0.6605978,0.00050211727,0.0008710854,0.00016321095,0.00044972845,0.00006878601,0.31447116,0.012691911,0.0035922236,0.0056849946],"study_design_scores_gemma":[0.00571622,0.000519933,0.95642495,0.0017369419,0.0005827447,0.008329157,0.0012176892,0.000021002936,0.011926771,0.00014262016,0.013052254,0.0003297275],"about_ca_topic_score_codex":0.25944728,"about_ca_topic_score_gemma":0.73843133,"teacher_disagreement_score":0.47898406,"about_ca_system_score_codex":0.00041517697,"about_ca_system_score_gemma":0.005437843,"threshold_uncertainty_score":0.96465003},"labels":[],"label_agreement":null},{"id":"W6885917943","doi":"10.1371/journal.pone.0292899.s001","title":"Category of prescription quality.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Guideline; Medical prescription; Pneumonia; Confidence interval; Community-acquired pneumonia; Retrospective cohort study; Defined daily dose","score_opus":0.056106884397162785,"score_gpt":0.29347065816384116,"score_spread":0.2373637737666784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885917943","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45247132,0.013978871,0.00000880593,0.00063048786,0.0015562191,0.00088746345,0.4619575,0.0012567057,0.0672526],"genre_scores_gemma":[0.92707723,0.00001172333,0.0000024342578,0.000038579466,0.0000149205935,0.000006819757,0.05914136,0.0000059956155,0.013700917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960965,0.000042243093,0.00011963181,0.00009390939,0.000016624876,0.00011794642],"domain_scores_gemma":[0.9997159,0.000053512696,0.000057700057,0.00013036237,0.00003678527,0.000005697964],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003780432,0.000046337693,0.00009342558,0.000039904666,0.000038806953,0.0000021856533,0.00009194129,0.00010194197,0.060396675],"category_scores_gemma":[0.00017975348,0.000039126156,0.000041979278,0.000115101306,0.000011312943,0.000028919218,0.000040596,0.00006389749,0.01240467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015035357,0.00001784564,0.00020715405,0.00019542518,0.000029206054,0.0000022728543,0.00015956389,0.0000014211932,0.104462564,0.0002191199,0.89391154,0.00077886233],"study_design_scores_gemma":[0.0005382601,0.00006420265,0.19310041,0.0008453426,0.000011279489,0.0000051931333,0.00044582295,0.0000040578207,0.22868699,0.00020107867,0.575909,0.00018833623],"about_ca_topic_score_codex":0.000019929246,"about_ca_topic_score_gemma":0.0000088415145,"teacher_disagreement_score":0.47460592,"about_ca_system_score_codex":0.0000041959956,"about_ca_system_score_gemma":0.000020621865,"threshold_uncertainty_score":0.9883643},"labels":[],"label_agreement":null},{"id":"W6886076671","doi":"10.14288/1.0401249","title":"Regional variation in the potentially inappropriate first-line use of fluoroquinolones in Canada as a key to antibiotic stewardship? A drug utilization review study","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Levofloxacin; Formulary; Exacerbation; Antimicrobial stewardship; Sinusitis; Drug; Ambulatory; Ofloxacin; Bronchitis","score_opus":0.042921396489029165,"score_gpt":0.27379389002189314,"score_spread":0.230872493532864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886076671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96904707,0.0083961,0.00046753173,0.011758008,0.0009394669,0.0058809016,0.0001024877,0.000019594778,0.0033888444],"genre_scores_gemma":[0.97892016,0.0024948043,0.00012402357,0.00074576336,0.00000813734,0.00003238945,0.00005468011,0.000008934495,0.017611096],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99852246,0.0005707248,0.0004043354,0.0002637355,0.00007367892,0.00016503662],"domain_scores_gemma":[0.99926203,0.00014692727,0.00012081648,0.00029352328,0.00016419128,0.0000124886565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035570477,0.00010370692,0.00028842755,0.00006853025,0.00040679783,0.00007236232,0.00025516027,0.000052481653,0.00021159444],"category_scores_gemma":[0.0002909749,0.00008278859,0.000032247375,0.0016225674,0.000024535342,0.00010612019,0.000113164104,0.00015510757,0.0000075951402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029263375,0.017917285,0.06799475,0.0025446822,0.0019868359,0.00087888824,0.031795245,0.006585566,0.022715354,0.002756378,0.8347527,0.007146011],"study_design_scores_gemma":[0.0092427535,0.001278735,0.78660715,0.009029451,0.00071232684,0.00040636255,0.019588994,0.00012650798,0.007989906,0.0006329361,0.16320826,0.0011766448],"about_ca_topic_score_codex":0.8774106,"about_ca_topic_score_gemma":0.9886922,"teacher_disagreement_score":0.7186124,"about_ca_system_score_codex":0.00014424894,"about_ca_system_score_gemma":0.0014277785,"threshold_uncertainty_score":0.33760208},"labels":[],"label_agreement":null},{"id":"W6889786024","doi":"10.26181/22426660","title":"Development of training for medicines-oriented policymakers to apply evidence","year":2016,"lang":"en","type":"article","venue":"La Trobe University","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Context (archaeology); Training (meteorology); Best practice; Knowledge translation; Program evaluation; Health care; Key (lock); Systematic review","score_opus":0.03104321428010119,"score_gpt":0.25170553789163697,"score_spread":0.2206623236115358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889786024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89027727,0.00013439002,0.10602377,0.0012960585,0.00018981214,0.0002656757,0.000026900554,0.00004213781,0.0017439822],"genre_scores_gemma":[0.9885444,0.000019011708,0.0056635174,0.000084286694,0.000009854987,3.3443243e-7,0.0000031683664,0.0000040560085,0.0056713773],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953187,0.00003524638,0.0000975028,0.00014623725,0.000021278729,0.00016789928],"domain_scores_gemma":[0.99957025,0.00020585395,0.000053919804,0.00010090974,0.00004502839,0.000024045561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013753331,0.00006695994,0.00014418452,0.00006860851,0.00010195598,6.525673e-7,0.0001299827,0.00007764117,0.00005013581],"category_scores_gemma":[0.0000786907,0.000047428774,0.000040207717,0.000095189396,0.00012256062,0.000042391963,0.000040202514,0.000032844924,0.000026511194],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093401526,0.0000540641,0.0021481125,0.00005663567,0.00017362724,0.000005535755,0.007978685,9.0651116e-7,0.9465243,0.010804658,0.0040519377,0.027267499],"study_design_scores_gemma":[0.0025679162,0.00016581515,0.020039055,0.00079075235,0.00006562922,0.000007316345,0.0057342174,5.697394e-7,0.10963825,0.000027405256,0.8607566,0.00020647155],"about_ca_topic_score_codex":0.00001846116,"about_ca_topic_score_gemma":0.00006815843,"teacher_disagreement_score":0.85670465,"about_ca_system_score_codex":0.000048100414,"about_ca_system_score_gemma":0.00010201354,"threshold_uncertainty_score":0.19340892},"labels":[],"label_agreement":null},{"id":"W6892657999","doi":"10.5281/zenodo.11087358","title":"Prescription Audit in General Outpatient Department of a Tertiary Care Teaching Hospital-A Prospective Observational Study","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian University Music Society","funders":"","keywords":"Medical prescription; Observational study; Audit; Polypharmacy; Clinical audit; Referral; MEDLINE","score_opus":0.023842622610080483,"score_gpt":0.25434628063429193,"score_spread":0.23050365802421144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892657999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99195015,0.00151806,0.00034882952,0.0001815281,0.0002831416,0.00090790226,0.00016561344,0.00020995135,0.004434844],"genre_scores_gemma":[0.9978348,0.000032197564,0.000063226464,0.0000149197995,0.00003604861,1.6458561e-7,0.001007866,0.00020824178,0.00080253783],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99885875,0.00031384578,0.00024083162,0.00031041555,0.000087997,0.0001881494],"domain_scores_gemma":[0.9995633,0.000015142116,0.000054903616,0.00018015021,0.00016837475,0.000018165696],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002752401,0.00009807293,0.0001175593,0.0001462678,0.0004975203,0.000088573004,0.00026318486,0.000061585,0.0010126623],"category_scores_gemma":[0.00010166727,0.00008946518,0.000039126782,0.00016525906,0.00008392359,0.00014165697,0.0003128704,0.00027385895,0.0006806959],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010084258,0.009188061,0.07652625,0.0020501115,0.0017691392,0.00024246614,0.20326832,0.00052790873,0.20423575,0.038464904,0.30076593,0.16195275],"study_design_scores_gemma":[0.0015969768,0.0018321518,0.53850764,0.00035867348,0.00006255227,0.00002750009,0.008280036,0.000108157285,0.0043771993,0.00013521295,0.44439614,0.00031776342],"about_ca_topic_score_codex":0.000048257596,"about_ca_topic_score_gemma":0.000004163088,"teacher_disagreement_score":0.4619814,"about_ca_system_score_codex":0.00017676983,"about_ca_system_score_gemma":0.000007239497,"threshold_uncertainty_score":0.9999005},"labels":[],"label_agreement":null},{"id":"W6901484661","doi":"10.60692/1b4hy-3d974","title":"WHO's essential medicines and AWaRe: recommendations on first- and second-choice antibiotics for empiric treatment of clinical infections","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre; Impact","funders":"","keywords":"Antibiotics; Essential medicines; Antimicrobial stewardship; Antimicrobial; MEDLINE; Antibiotic Stewardship; Health care","score_opus":0.047124180390848036,"score_gpt":0.3139266084225281,"score_spread":0.2668024280316801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901484661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989409,0.00021692902,0.005990431,0.00072790944,0.0019611544,0.00052709633,0.00049210625,0.00010234029,0.0005729859],"genre_scores_gemma":[0.9990399,0.000036227375,0.000039250153,0.00005022281,0.00008150242,0.0000045384077,0.00007847269,0.000006329185,0.00066359754],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990998,0.00004976217,0.00056749996,0.00013993228,0.000024639168,0.00011834838],"domain_scores_gemma":[0.9994595,0.00016258024,0.0001523044,0.00013448909,0.0000673754,0.000023767167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017305426,0.000120822486,0.00028478442,0.00016147262,0.00020167649,0.000036909318,0.000033674332,0.00017210949,0.000032059528],"category_scores_gemma":[0.00002909962,0.00008350431,0.000069296715,0.00009005558,0.000105636725,0.00015564567,0.000015206478,0.00006181466,0.000048137394],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005874327,0.00015248326,0.8580349,0.008892118,0.002747724,0.000005600771,0.08548954,0.00002661464,0.00010124921,0.0054243626,0.019796047,0.018741947],"study_design_scores_gemma":[0.014041191,0.0054029175,0.4420597,0.0049072118,0.0013283797,0.00036134428,0.021752382,0.0033458904,0.013946964,0.000013136454,0.49187526,0.0009656225],"about_ca_topic_score_codex":0.000010485609,"about_ca_topic_score_gemma":0.000010899642,"teacher_disagreement_score":0.47207922,"about_ca_system_score_codex":0.000020911011,"about_ca_system_score_gemma":0.000029202598,"threshold_uncertainty_score":0.34052068},"labels":[],"label_agreement":null},{"id":"W6901739326","doi":"10.60692/yx328-8b644","title":"Safety and efficacy of alternative antibiotic regimens compared with 7 day injectable procaine benzylpenicillin and gentamicin for outpatient treatment of neonates and young infants with clinical signs of severe infection when referral is not possible: a randomised, open-label, equivalence trial","year":2015,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Gentamicin; Benzylpenicillin; Antibiotics; Amoxicillin; Ceftriaxone; Dosing; Outpatient clinic; Intramuscular injection","score_opus":0.08555357941635439,"score_gpt":0.29668834989551435,"score_spread":0.21113477047915996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901739326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99449843,0.0000914631,0.0021541044,0.000013131008,0.00012750727,0.0027230782,0.00029428327,0.000012014341,0.00008597115],"genre_scores_gemma":[0.9994053,0.000023595647,0.00034476878,0.000011832592,0.000009682291,0.000012463027,0.00005592648,0.000007756815,0.0001286643],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99847597,0.00017779552,0.00090448186,0.00020336578,0.000079049176,0.00015934941],"domain_scores_gemma":[0.99839264,0.000092422706,0.0009803094,0.00018195885,0.00031155228,0.000041107334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005297311,0.00018875198,0.0007548182,0.0001109814,0.000082166254,0.000025329444,0.00007837791,0.00013553225,0.0000018248255],"category_scores_gemma":[0.000041669166,0.00011537406,0.000026856727,0.00008213312,0.00024949314,0.00032596095,0.00005999864,0.000058721613,9.468731e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5585353,0.00023901663,0.29089072,0.001244918,0.0015012923,0.0000013559956,0.14582893,0.00009603751,0.00038115162,0.00010106242,0.000036487094,0.0011437639],"study_design_scores_gemma":[0.85755754,0.033156116,0.049321588,0.0026457182,0.0008880723,0.00013809302,0.013236977,0.0012258458,0.04125518,0.000003622776,0.00007151903,0.00049971003],"about_ca_topic_score_codex":0.00027089572,"about_ca_topic_score_gemma":0.000012841203,"teacher_disagreement_score":0.29902232,"about_ca_system_score_codex":0.00004371083,"about_ca_system_score_gemma":0.0000975221,"threshold_uncertainty_score":0.47048175},"labels":[],"label_agreement":null},{"id":"W6901845721","doi":"10.6084/m9.figshare.12655222","title":"Additional file 1 of On-line virtual patient learning: a pilot study of a new modality in antimicrobial stewardship education for pediatric residents","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Antimicrobial stewardship; Modality (human–computer interaction); Stewardship (theology); Antimicrobial; Modalities; MEDLINE","score_opus":0.05727652267048298,"score_gpt":0.2723729663031782,"score_spread":0.21509644363269523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901845721","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118277155,0.000047791204,6.6447325e-7,0.00005063038,0.000040164494,0.00044355553,0.8810365,0.00001180942,0.00009171283],"genre_scores_gemma":[0.6209528,7.7731625e-7,0.00002366185,0.00006278318,0.000052696687,0.00005080942,0.37836784,0.0000066968178,0.0004819479],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999263,0.00008530465,0.0002879448,0.00020064243,0.000044136807,0.00011898578],"domain_scores_gemma":[0.9990741,0.00047777366,0.00023865551,0.00009010059,0.000098286175,0.000021092925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000016781334,0.000092210525,0.0001986295,0.00006439208,0.000039593,0.0000029877967,0.00011778046,0.00006700279,0.61458915],"category_scores_gemma":[0.0020623321,0.000087209824,0.000042624553,0.00015406901,0.000007804953,0.00003144033,0.000050021703,0.00015166009,0.00027953435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006117597,0.0014470834,0.00016911651,0.00013864117,0.000025482877,6.889775e-7,0.00055960333,0.00009083172,0.00036255876,0.0000022822383,0.99613565,0.00045628572],"study_design_scores_gemma":[0.018497933,0.10576945,0.34542236,0.011152583,0.00022338625,0.000011353611,0.009272748,0.00011513405,0.024655413,0.00011773815,0.48310786,0.0016540557],"about_ca_topic_score_codex":0.000044228942,"about_ca_topic_score_gemma":0.000037045953,"teacher_disagreement_score":0.6143096,"about_ca_system_score_codex":0.000014804137,"about_ca_system_score_gemma":0.00035208953,"threshold_uncertainty_score":0.3857632},"labels":[],"label_agreement":null},{"id":"W6901974035","doi":"10.6084/m9.figshare.12726640.v1","title":"Additional file 8 of Immunoglobulin recognition of fecal bacteria in stunted and non-stunted children: findings from the Afribiota study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Feces; Taxon; Relative species abundance; Statistical analysis; Gram; Abundance (ecology); Index (typography)","score_opus":0.01671164557370877,"score_gpt":0.20708935903560644,"score_spread":0.19037771346189766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901974035","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3137905,0.00014284058,5.4981495e-8,0.000037642596,0.000012073307,0.00021624131,0.68572086,0.000007450266,0.00007232838],"genre_scores_gemma":[0.5073112,0.0000022349766,0.000019791762,0.000046113677,0.000013848485,0.000017566535,0.4925539,0.000005044851,0.000030321766],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9993072,0.00008134279,0.0002560177,0.00020240797,0.000034572866,0.00011844311],"domain_scores_gemma":[0.99899787,0.00067817204,0.00013834074,0.000116337906,0.000056982186,0.000012315957],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002240095,0.00010905642,0.00022750968,0.000024751615,0.00005293643,0.0000062187205,0.00015776731,0.00012978651,0.93149364],"category_scores_gemma":[0.00075758836,0.0000817586,0.000045645884,0.00014472961,0.000039806244,0.000043100226,0.00011094832,0.00018755427,0.00071527925],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014638952,0.0002011664,0.0012931989,0.00002252311,0.0001383008,0.00000272946,0.0007731351,7.925226e-8,0.009845861,1.01463016e-7,0.98712504,0.00045144896],"study_design_scores_gemma":[0.0010916345,0.00025790016,0.9792489,0.0016736869,0.000018885954,0.0000027852352,0.001030939,0.000002992284,0.0057604313,0.0000026875546,0.010795873,0.00011327318],"about_ca_topic_score_codex":0.000057513567,"about_ca_topic_score_gemma":0.000065873144,"teacher_disagreement_score":0.9779557,"about_ca_system_score_codex":0.000006600018,"about_ca_system_score_gemma":0.000041243304,"threshold_uncertainty_score":0.9193706},"labels":[],"label_agreement":null},{"id":"W6901975477","doi":"10.6084/m9.figshare.12276938","title":"Additional file 1 of Systematic review of patient-oriented interventions to reduce unnecessary use of antibiotics for upper respiratory tract infections","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McMaster University; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Psychological intervention; Antibiotics; Respiratory tract infections; Systematic review; Upper respiratory infections","score_opus":0.06479218062348278,"score_gpt":0.29152070887369436,"score_spread":0.22672852825021156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901975477","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035296835,0.0040029683,0.000008841928,0.000052746134,0.00003837634,0.00081952283,0.994639,0.000014814923,0.00007077394],"genre_scores_gemma":[0.031207439,0.00005840166,0.0004340491,0.0006394864,0.000018919978,0.00009194206,0.9671224,0.000021379521,0.00040603045],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989658,0.00009742127,0.00064343127,0.00014610343,0.000041990537,0.00010523611],"domain_scores_gemma":[0.99782884,0.0010565413,0.00051670015,0.00019532575,0.0003778014,0.000024819203],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025728394,0.00009541654,0.00043365802,0.0000650574,0.000043974025,0.000002160934,0.00011345295,0.00009714296,0.708258],"category_scores_gemma":[0.0099377185,0.0000822568,0.00030820977,0.00024125972,0.000025369807,0.000067189714,0.00005210128,0.00008476212,0.0002450401],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001287955,0.00022283838,0.0000043822156,0.20099248,0.000079946076,2.736479e-7,0.000038130343,0.0000016585573,0.0007773086,0.000017345432,0.7978407,0.000012064077],"study_design_scores_gemma":[0.00019345382,0.0007055831,0.00053291576,0.7756893,0.00014495135,0.0000036407853,0.0001143298,0.0000015461346,0.015551802,0.0000015517647,0.20694155,0.000119402015],"about_ca_topic_score_codex":0.0000013762815,"about_ca_topic_score_gemma":0.0000017780053,"teacher_disagreement_score":0.70801294,"about_ca_system_score_codex":0.000009538636,"about_ca_system_score_gemma":0.00007950567,"threshold_uncertainty_score":0.998402},"labels":[],"label_agreement":null},{"id":"W6901977471","doi":"10.6084/m9.figshare.16456953.v1","title":"Additional file 3 of Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Context (archaeology); Psychological intervention; Antibiotic resistance; MEDLINE; Success factors","score_opus":0.04998312163593969,"score_gpt":0.30660565809860163,"score_spread":0.2566225364626619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901977471","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08463427,0.0010779154,0.000004548615,0.0003323943,0.00003543408,0.00010883897,0.9137312,0.000009946399,0.000065457425],"genre_scores_gemma":[0.5730405,0.000015907592,0.000025618661,0.000039355324,0.000009727754,0.0000135515575,0.42586812,0.000004623629,0.0009825989],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986551,0.00022414437,0.0006409694,0.00021468732,0.000047493726,0.00021761471],"domain_scores_gemma":[0.9979152,0.0008906429,0.0008334603,0.00013900043,0.00020548199,0.000016182732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009078971,0.00011251365,0.000560848,0.00007263616,0.000312191,0.000012350835,0.00017544387,0.00013170816,0.81749254],"category_scores_gemma":[0.0009130946,0.00009181229,0.00056499057,0.00043896094,0.00017274298,0.000058230937,0.00017281705,0.00018819992,0.00002165139],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038944178,0.0004556754,0.00040888562,0.0013943737,0.0014667175,0.0000020650125,0.0006952792,7.468521e-7,0.0061730603,0.00007030158,0.98919165,0.00010230448],"study_design_scores_gemma":[0.00046402274,0.00009706459,0.90525275,0.0113935815,0.0002632659,0.0000028207671,0.0025421942,0.0000022539957,0.020759465,0.000012235815,0.05901504,0.00019528545],"about_ca_topic_score_codex":0.00003069106,"about_ca_topic_score_gemma":0.001159809,"teacher_disagreement_score":0.9301766,"about_ca_system_score_codex":0.000021574197,"about_ca_system_score_gemma":0.00009628749,"threshold_uncertainty_score":0.37439966},"labels":[],"label_agreement":null},{"id":"W6901999007","doi":"10.6084/m9.figshare.20401225","title":"Additional file 1 of Coping with ‘the grey area’ of antibiotic prescribing: a theory-informed qualitative study exploring family physician perspectives on antibiotic prescribing","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trillium Health Centre; University of Toronto; Public Health Ontario; Women's College Hospital","funders":"","keywords":"Coping (psychology); Qualitative research; Antibiotics; Qualitative analysis; Public health","score_opus":0.06699647358567108,"score_gpt":0.2977120073488868,"score_spread":0.23071553376321574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901999007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9233397,0.0003198171,0.000018212777,0.000059542865,0.00012489845,0.0014561232,0.056129556,0.00000739886,0.0185447],"genre_scores_gemma":[0.9944145,0.000006168392,0.00024036641,0.00005588279,0.000015316191,0.000045162637,0.0018499087,0.00002191798,0.00335074],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980463,0.0007174122,0.0003518921,0.00042853903,0.00015518861,0.000300667],"domain_scores_gemma":[0.99622595,0.0027767525,0.00045341896,0.00039178814,0.00013411467,0.000017972021],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044477874,0.00022096217,0.0004547143,0.0001176789,0.00055802875,0.000030671134,0.0006205765,0.000046078334,0.07089898],"category_scores_gemma":[0.00027402892,0.00015579685,0.000093296316,0.00032231846,0.00048065392,0.00023396286,0.00037136854,0.00034460277,0.00006447887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003680703,0.004138035,0.00013481076,0.0001268769,0.0028794245,0.000037127502,0.61717325,0.00032837156,0.029247427,0.0012395383,0.33517697,0.005837475],"study_design_scores_gemma":[0.0010285357,0.0022072543,0.0023089766,0.0009663289,0.000113040136,0.0000068695376,0.9630297,0.000004905336,0.010405657,0.0000153815,0.019637953,0.00027541356],"about_ca_topic_score_codex":0.00005762157,"about_ca_topic_score_gemma":0.000039606173,"teacher_disagreement_score":0.34585646,"about_ca_system_score_codex":0.000080802405,"about_ca_system_score_gemma":0.00027741268,"threshold_uncertainty_score":0.92995036},"labels":[],"label_agreement":null},{"id":"W6902012915","doi":"10.6084/m9.figshare.26574962.v1","title":"Additional file 3 of Exploring medical and veterinary student perceptions and communication preferences related to antimicrobial resistance in Ontario, Canada using qualitative methods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Qualitative research; Perception; Antibiotic resistance; Resistance (ecology); Focus group; Qualitative analysis","score_opus":0.13620041285330406,"score_gpt":0.38372202905697717,"score_spread":0.2475216162036731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902012915","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20873366,0.0013391942,0.0000013548195,0.0000704634,0.000043212374,0.0001047601,0.78926945,0.000012097072,0.0004258152],"genre_scores_gemma":[0.4897412,0.000058666137,0.0076374705,0.000080192774,0.000008817973,0.00022073739,0.49991664,0.00001570914,0.0023205667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992429,0.00026862387,0.00018771629,0.00016208761,0.00003924458,0.00009942524],"domain_scores_gemma":[0.9984742,0.0013495247,0.000037000646,0.000085370164,0.000033368102,0.000020544128],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008450255,0.00007175403,0.00013301702,0.00005313035,0.00008408887,0.000010175825,0.000089858964,0.000083216626,0.79173046],"category_scores_gemma":[0.00041653734,0.00006610203,0.000013810834,0.00009048038,0.00004093399,0.00007195738,0.00012031147,0.00022269982,0.000020109666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002110034,0.000016463076,0.000016694636,0.00015534523,0.00005210363,0.000013554874,0.010225266,0.0000012961807,0.0011327695,0.00002233959,0.98793983,0.00040326035],"study_design_scores_gemma":[0.0003675339,0.0001169597,0.11181433,0.041846734,0.000023839006,0.00008243504,0.013451818,0.00002582204,0.0004426021,0.00013197167,0.8313232,0.0003727643],"about_ca_topic_score_codex":0.069183566,"about_ca_topic_score_gemma":0.76568204,"teacher_disagreement_score":0.7917103,"about_ca_system_score_codex":0.000104087274,"about_ca_system_score_gemma":0.0004954989,"threshold_uncertainty_score":0.9370148},"labels":[],"label_agreement":null},{"id":"W6902032371","doi":"10.6084/m9.figshare.13364169","title":"Additional file 8 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Escherichia coli; Antibiotic resistance; Healthcare system; Antimicrobial; Health care; Systematic review","score_opus":0.058457569745546376,"score_gpt":0.2904341549160844,"score_spread":0.23197658517053799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902032371","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027399338,0.042326685,5.1317085e-7,0.0015056961,0.000005916042,0.0013862319,0.9544512,0.000009550617,0.000040199648],"genre_scores_gemma":[0.5641186,0.00014824784,0.00009435772,0.003781354,0.000016383032,0.001413608,0.4300015,0.000023829463,0.0004021017],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983961,0.0007041153,0.0005111881,0.00020274094,0.00007409932,0.000111747664],"domain_scores_gemma":[0.99876696,0.0003428288,0.0004349783,0.00019583914,0.00022650111,0.00003292006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001816474,0.00010726093,0.0010616566,0.00006468912,0.00009911258,0.0000054434627,0.00008832911,0.00007148366,0.33505815],"category_scores_gemma":[0.001572858,0.00007111883,0.00018541208,0.00054737803,0.000021081478,0.000026426418,0.00006654712,0.00010333573,0.00005112607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007592143,0.00002000971,0.0000018804653,0.15173876,0.0047766645,5.340918e-7,0.00037154087,0.000008769293,0.0001119412,0.000010167462,0.84294987,0.0000022765007],"study_design_scores_gemma":[0.0025505817,0.0016761523,0.010304856,0.58775246,0.288996,0.000110111585,0.007022474,0.0003886409,0.00090840325,0.000015155073,0.09871764,0.001557512],"about_ca_topic_score_codex":0.0000990014,"about_ca_topic_score_gemma":0.00040194977,"teacher_disagreement_score":0.74423224,"about_ca_system_score_codex":0.00003563384,"about_ca_system_score_gemma":0.0002095758,"threshold_uncertainty_score":0.6655497},"labels":[],"label_agreement":null},{"id":"W6902043279","doi":"10.6084/m9.figshare.12276959","title":"Additional file 4 of Systematic review of patient-oriented interventions to reduce unnecessary use of antibiotics for upper respiratory tract infections","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McMaster University; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Antibiotics; Respiratory tract infections; Psychological intervention; Upper respiratory infections; MEDLINE","score_opus":0.06419456919234451,"score_gpt":0.2915243892899439,"score_spread":0.2273298200975994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902043279","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035400686,0.0040376624,0.0000089449,0.00005245238,0.000038413433,0.00082055654,0.99460214,0.000014823059,0.00007102425],"genre_scores_gemma":[0.032470144,0.000059577476,0.000432673,0.00064400886,0.000019072342,0.00009097226,0.96585923,0.000021518137,0.0004028234],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989655,0.00009732256,0.00064391026,0.000146058,0.000041996012,0.000105239706],"domain_scores_gemma":[0.99783915,0.0010497206,0.00051683874,0.00019514334,0.0003743043,0.000024817593],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025736766,0.00009541026,0.00043379408,0.00006506537,0.000043990833,0.0000021661153,0.00011346428,0.00009714293,0.7001871],"category_scores_gemma":[0.009807535,0.000082251885,0.0003082137,0.00024114824,0.00002537571,0.00006724672,0.000052084826,0.00008474364,0.00024282742],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013075165,0.00022282678,0.0000043964887,0.20224613,0.000079879734,2.7757534e-7,0.000038164922,0.0000016374278,0.0007679701,0.000017825945,0.7965956,0.000012218744],"study_design_scores_gemma":[0.00019590263,0.0007183313,0.00053416623,0.77866,0.00014525816,0.0000036569106,0.00011455079,0.0000015588823,0.015616195,0.0000015761628,0.20388894,0.000119859404],"about_ca_topic_score_codex":0.0000013792808,"about_ca_topic_score_gemma":0.0000017960068,"teacher_disagreement_score":0.69994426,"about_ca_system_score_codex":0.000009539485,"about_ca_system_score_gemma":0.00007926963,"threshold_uncertainty_score":0.99853325},"labels":[],"label_agreement":null},{"id":"W6902045634","doi":"10.6084/m9.figshare.26574959","title":"Additional file 2 of Exploring medical and veterinary student perceptions and communication preferences related to antimicrobial resistance in Ontario, Canada using qualitative methods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Qualitative research; Perception; Antibiotic resistance; Resistance (ecology); Focus group; Qualitative analysis","score_opus":0.13436833463373057,"score_gpt":0.3835890042968754,"score_spread":0.24922066966314485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902045634","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20737143,0.0013565982,0.0000013277186,0.00007069618,0.000043228272,0.000104983556,0.790606,0.000012152568,0.00043358447],"genre_scores_gemma":[0.48090392,0.000059382994,0.0075843176,0.00008040915,0.000008859548,0.00022109979,0.5088339,0.000015721835,0.0022924426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924284,0.0002687718,0.0001877161,0.00016204387,0.00003922901,0.00009940004],"domain_scores_gemma":[0.9984807,0.0013433578,0.000037040467,0.000085339605,0.00003304749,0.000020542979],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000084134306,0.00007174304,0.00013303343,0.00005311564,0.00008410058,0.000010176688,0.00008986507,0.00008322326,0.7926072],"category_scores_gemma":[0.0004122561,0.000066098015,0.000013809283,0.00009044862,0.000040930936,0.000071951676,0.00012037316,0.00022269515,0.000019733357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020721402,0.000016332302,0.0000160825,0.00015301464,0.00005172087,0.000013620971,0.010149605,0.0000012907282,0.0010873084,0.000022622526,0.9880632,0.0004044912],"study_design_scores_gemma":[0.00036189205,0.00011603336,0.109821424,0.041091617,0.000023730692,0.00008250425,0.013263835,0.00002539779,0.00042796953,0.00013131496,0.8342857,0.00036859303],"about_ca_topic_score_codex":0.06910731,"about_ca_topic_score_gemma":0.7655364,"teacher_disagreement_score":0.79258746,"about_ca_system_score_codex":0.0001037518,"about_ca_system_score_gemma":0.0004933401,"threshold_uncertainty_score":0.9370916},"labels":[],"label_agreement":null},{"id":"W6902052363","doi":"10.6084/m9.figshare.19381005","title":"Additional file 2 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); Health care; MEDLINE; Data collection; Respiratory tract infections","score_opus":0.025805402557321666,"score_gpt":0.3038706170713659,"score_spread":0.27806521451404426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902052363","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008820288,0.0000035608562,9.006726e-7,0.00002033513,0.000021445516,0.039856367,0.9511617,0.000018985214,0.00009642907],"genre_scores_gemma":[0.2466526,2.1845093e-8,0.000010466768,0.000019045727,0.00001333255,0.30383435,0.4488218,0.00001088135,0.00063747604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991474,0.00011574361,0.00026288853,0.00021419974,0.00010934796,0.00015039658],"domain_scores_gemma":[0.9987862,0.00070968765,0.00018708826,0.00012750002,0.00016424968,0.000025274549],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006226576,0.00011047745,0.00017696248,0.00012373763,0.00032195213,0.0000045280785,0.00013609331,0.00006350421,0.9434619],"category_scores_gemma":[0.0006206466,0.000094972354,0.000081417784,0.00025013598,0.00002443482,0.00006399478,0.000050322127,0.00013650907,0.00008632516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024137677,0.0009526863,0.00070561253,0.00008452659,0.00024093172,0.0000017184259,0.0003224595,0.000023318378,0.00003569634,0.000004710582,0.99704134,0.00034560135],"study_design_scores_gemma":[0.0067158933,0.0183417,0.27928725,0.0009688065,0.000050960873,0.0000106608395,0.0025543878,7.465954e-7,0.00088944106,0.000008756218,0.6909006,0.0002707749],"about_ca_topic_score_codex":0.000052135296,"about_ca_topic_score_gemma":0.0011561656,"teacher_disagreement_score":0.9433756,"about_ca_system_score_codex":0.00004468166,"about_ca_system_score_gemma":0.0002726633,"threshold_uncertainty_score":0.387286},"labels":[],"label_agreement":null},{"id":"W6902127551","doi":"10.6084/m9.figshare.26607478","title":"Additional file 1 of Best practice guidance for antibiotic audit and feedback interventions in primary care: a modified Delphi study from the Joint Programming Initiative on Antimicrobial resistance: Primary Care Antibiotic Audit and Feedback Network (JPIAMR-PAAN)","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Audit; Primary care; Best practice; Psychological intervention; Delphi; Delphi method; Guideline; Antimicrobial stewardship","score_opus":0.03759018824206434,"score_gpt":0.2892234621597446,"score_spread":0.25163327391768026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902127551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46069586,0.056672584,0.00022452507,0.0013813272,0.0017378075,0.012444405,0.44685736,0.000049759474,0.019936366],"genre_scores_gemma":[0.9462546,0.00045598164,0.013530749,0.00030202884,0.00025527127,0.00011907265,0.03590864,0.00008116441,0.0030925018],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997298,0.00045628755,0.0007626098,0.00090685795,0.000108586595,0.00046768558],"domain_scores_gemma":[0.9956418,0.003227121,0.0004405162,0.00041054413,0.00023978451,0.000040187995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040234582,0.00036783732,0.00066695723,0.0001067713,0.0004636735,0.00022516136,0.00041551093,0.00026686818,0.005246146],"category_scores_gemma":[0.00045342118,0.00029599812,0.00016130767,0.0003654313,0.00058352307,0.00036840723,0.000458629,0.0005198551,0.0001044467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004050682,0.0034696069,0.0011816641,0.0049175927,0.0026239734,0.00023311899,0.02518307,0.00007868598,0.004092608,0.00013182692,0.9003438,0.053693406],"study_design_scores_gemma":[0.011143722,0.0056042373,0.20753574,0.15571803,0.0025811628,0.00015351993,0.099899635,0.000039331528,0.0030744022,0.00012567923,0.51159084,0.0025337231],"about_ca_topic_score_codex":0.00012598153,"about_ca_topic_score_gemma":0.0018096458,"teacher_disagreement_score":0.48555872,"about_ca_system_score_codex":0.00019101602,"about_ca_system_score_gemma":0.0004685636,"threshold_uncertainty_score":0.9999492},"labels":[],"label_agreement":null},{"id":"W6902172195","doi":"10.6084/m9.figshare.26748563.v1","title":"Additional file 1 of Understanding the impact of COVID-19 on antibiotic use in Canadian primary care: a matched-cohort study using EMR data","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; University of British Columbia; Queen's University","funders":"","keywords":"Primary care; Data collection; MEDLINE; Antibiotics; Public health","score_opus":0.11032901640099928,"score_gpt":0.3188968220220549,"score_spread":0.2085678056210556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902172195","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013537483,0.00052197475,4.5467155e-7,0.000013621549,0.000039137103,0.00035838885,0.9849893,0.000013805325,0.000525872],"genre_scores_gemma":[0.52747184,0.0000014329962,0.0000052595606,0.000025374808,0.000008428162,0.000003680118,0.47236922,0.000008082133,0.00010668783],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991448,0.00010544948,0.00019893897,0.00026623585,0.000050173734,0.00023438374],"domain_scores_gemma":[0.9982343,0.0011931495,0.00007826758,0.00042762287,0.000028398124,0.000038302464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006924191,0.00011709728,0.00021047436,0.00016721833,0.00010452488,0.000021759863,0.0003066432,0.00011737911,0.7506788],"category_scores_gemma":[0.0008887596,0.000080684826,0.00006362211,0.00026281498,0.00004284815,0.000104536295,0.00010669871,0.00020979266,0.00022194118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024793178,0.00006018219,0.0030266657,0.000267117,0.00020289647,0.000062701496,0.00056651206,0.000060633203,0.000113613736,0.000006365857,0.9955862,0.000022279937],"study_design_scores_gemma":[0.0012294244,0.0007032705,0.78770876,0.024283005,0.0001928078,0.0001436438,0.0146081215,0.00047611285,0.00024573508,0.000046505917,0.1695762,0.0007864203],"about_ca_topic_score_codex":0.0389629,"about_ca_topic_score_gemma":0.07157873,"teacher_disagreement_score":0.82601005,"about_ca_system_score_codex":0.0006573001,"about_ca_system_score_gemma":0.0019938753,"threshold_uncertainty_score":0.96743673},"labels":[],"label_agreement":null},{"id":"W6902183328","doi":"10.6084/m9.figshare.26122597.v1","title":"Additional file 1 of Integrated surveillance systems for antibiotic resistance in a One Health context: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Montréal; York University","funders":"","keywords":"Antibiotic resistance; MEDLINE; Public health; Public health surveillance; Health care","score_opus":0.04432964648738037,"score_gpt":0.2917466478011075,"score_spread":0.24741700131372713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902183328","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015816601,0.32378194,0.0000025708327,0.00011632816,0.00006109036,0.0006162469,0.6751499,0.000035070032,0.00023526157],"genre_scores_gemma":[0.006456347,0.0011939087,0.00005800398,0.00020623967,0.000023865094,0.00024099457,0.9887094,0.000017283948,0.0030939602],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989116,0.00011657995,0.00042366338,0.00027073442,0.000035010777,0.00024237581],"domain_scores_gemma":[0.9981694,0.001379694,0.00016433778,0.00015888874,0.000111804104,0.000015825251],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009961691,0.000120917655,0.00045774534,0.00007156052,0.000052668445,0.000012139792,0.00012787216,0.00010867157,0.79053336],"category_scores_gemma":[0.0016142495,0.0001054802,0.000085350075,0.00028166498,0.000024777857,0.000047018002,0.000022638169,0.0001557533,0.0008755303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018953122,0.000028384062,9.90878e-7,0.041264895,0.00003810922,0.0000037600075,0.000019756435,2.2512138e-7,0.000027659808,0.000064639695,0.9581301,0.00040250825],"study_design_scores_gemma":[0.00010154647,0.000031237345,0.00014037619,0.553512,0.0000020554332,0.000004145598,0.000022101949,0.000006044973,0.000038920556,0.0000030413123,0.44606572,0.000072858486],"about_ca_topic_score_codex":0.000027752427,"about_ca_topic_score_gemma":0.0007176174,"teacher_disagreement_score":0.78965783,"about_ca_system_score_codex":0.000059023583,"about_ca_system_score_gemma":0.0005763365,"threshold_uncertainty_score":0.9999024},"labels":[],"label_agreement":null},{"id":"W6902195042","doi":"10.6084/m9.figshare.15102898.v1","title":"Additional file 1 of Regional variation in the potentially inappropriate first-line use of fluoroquinolones in Canada as a key to antibiotic stewardship? A drug utilization review study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Saskatchewan; University of British Columbia; Dalhousie University; University of Calgary; Institute for Clinical Evaluative Sciences; Saskatchewan Health Quality Council; Sunnybrook Health Science Centre; University of Manitoba; Jewish General Hospital","funders":"","keywords":"Cohort; Key (lock); Variation (astronomy); Cohort study; Diagram; Drug","score_opus":0.042199660238815155,"score_gpt":0.24547097984403063,"score_spread":0.20327131960521547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902195042","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015308172,0.0023829483,8.7493714e-7,0.0005171519,0.000040799718,0.0006425376,0.9810329,0.000005454391,0.00006917981],"genre_scores_gemma":[0.4106453,0.0001817509,0.000074702664,0.00057767297,0.000013163509,0.00007047535,0.58788925,0.000009720031,0.0005379739],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988941,0.0002823369,0.00037855358,0.00020561667,0.000100509926,0.00013890512],"domain_scores_gemma":[0.9987036,0.0006494778,0.00019899242,0.00022126631,0.00021649216,0.0000101966125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000066940396,0.000099926576,0.00025606365,0.00006033117,0.00004040469,0.000005517015,0.00016288114,0.000060887138,0.59948903],"category_scores_gemma":[0.0023195643,0.00007937658,0.00004169842,0.0004459821,0.000009692993,0.000061992156,0.000065318694,0.00012505968,0.000106821724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004182415,0.00029147018,0.0001153388,0.0005689378,0.000040601983,0.000039293696,0.00042500088,0.000043897486,0.00015692458,0.000009438355,0.99775535,0.0005119368],"study_design_scores_gemma":[0.00094137015,0.00020800177,0.5584258,0.039153278,0.000051049698,0.000049482587,0.0011736718,0.000020964137,0.0011799962,0.000024359431,0.39848888,0.00028313746],"about_ca_topic_score_codex":0.037718482,"about_ca_topic_score_gemma":0.5490763,"teacher_disagreement_score":0.5993822,"about_ca_system_score_codex":0.00005375265,"about_ca_system_score_gemma":0.0010046485,"threshold_uncertainty_score":0.96868944},"labels":[],"label_agreement":null},{"id":"W6902208668","doi":"10.6084/m9.figshare.19381023.v1","title":"Additional file 7 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); MEDLINE; Respiratory tract infections; Data collection","score_opus":0.02624371865914279,"score_gpt":0.30416968561389374,"score_spread":0.27792596695475097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902208668","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008930263,0.0000035385362,9.2659855e-7,0.000020417237,0.000021354812,0.039941315,0.9509685,0.000018996005,0.00009469022],"genre_scores_gemma":[0.25253567,2.1599744e-8,0.000010541891,0.000019010993,0.000013145477,0.30294487,0.4438365,0.000010865865,0.0006293653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991471,0.00011572812,0.000262969,0.00021432174,0.0001093928,0.00015047134],"domain_scores_gemma":[0.99878293,0.00071297155,0.00018689907,0.00012759048,0.00016431644,0.00002528158],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000062612824,0.00011051817,0.00017700643,0.00012382663,0.0003220692,0.00000453014,0.00013614075,0.00006350518,0.9416617],"category_scores_gemma":[0.0006158093,0.00009500407,0.000081438426,0.00025026978,0.000024443909,0.00006401521,0.000050318857,0.00013653298,0.000086032655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024378818,0.00095755607,0.0007288092,0.00008561478,0.0002419192,0.0000017093753,0.00032427683,0.000023333574,0.0000368962,0.0000047759136,0.99700606,0.00034526546],"study_design_scores_gemma":[0.0068936367,0.018845694,0.28854045,0.0010127698,0.00005231051,0.000010906366,0.002635605,7.7239594e-7,0.0009263465,0.00000900602,0.6807945,0.0002780078],"about_ca_topic_score_codex":0.000052232313,"about_ca_topic_score_gemma":0.0011655029,"teacher_disagreement_score":0.94157565,"about_ca_system_score_codex":0.00004468978,"about_ca_system_score_gemma":0.00027330735,"threshold_uncertainty_score":0.38741535},"labels":[],"label_agreement":null},{"id":"W6902209099","doi":"10.6084/m9.figshare.26748566.v1","title":"Additional file 2 of Understanding the impact of COVID-19 on antibiotic use in Canadian primary care: a matched-cohort study using EMR data","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; University of British Columbia; Queen's University","funders":"","keywords":"Primary care; Data collection; MEDLINE; Antibiotics; Public health","score_opus":0.10687591121923178,"score_gpt":0.31828722251930713,"score_spread":0.21141131130007534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902209099","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013452002,0.000530228,4.4520462e-7,0.000013555286,0.000039367766,0.00035783375,0.9850551,0.000013804705,0.00053767936],"genre_scores_gemma":[0.526791,0.0000014706633,0.0000051489446,0.00002538814,0.000008554268,0.000003612795,0.47304973,0.000008074886,0.00010708259],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99914503,0.00010541455,0.00019902624,0.00026604076,0.000050161474,0.00023429934],"domain_scores_gemma":[0.9982515,0.0011766751,0.00007837486,0.00042682103,0.000028336422,0.000038297057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006887219,0.000117060874,0.00021052475,0.00016711127,0.000104532366,0.00002180605,0.00030647632,0.00011737977,0.7471806],"category_scores_gemma":[0.0008782757,0.00008065903,0.000063610074,0.0002626152,0.000042847572,0.00010460635,0.000106684034,0.00020974543,0.00021962555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024691506,0.00006023705,0.002936627,0.0002698157,0.00020314808,0.00006445846,0.0005676774,0.000060993167,0.00010990021,0.0000064833666,0.99567306,0.000022916973],"study_design_scores_gemma":[0.0012446876,0.0007073812,0.7806655,0.024126878,0.00019321617,0.00014477315,0.0145446155,0.00047568677,0.00024562737,0.000047134217,0.1768152,0.00078926363],"about_ca_topic_score_codex":0.03933177,"about_ca_topic_score_gemma":0.07196322,"teacher_disagreement_score":0.81885785,"about_ca_system_score_codex":0.0006574841,"about_ca_system_score_gemma":0.0019852135,"threshold_uncertainty_score":0.9670654},"labels":[],"label_agreement":null},{"id":"W6902212234","doi":"10.6084/m9.figshare.26574965","title":"Additional file 4 of Exploring medical and veterinary student perceptions and communication preferences related to antimicrobial resistance in Ontario, Canada using qualitative methods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Qualitative research; Perception; Antibiotic resistance; Resistance (ecology); Focus group; Qualitative analysis","score_opus":0.13706966070944587,"score_gpt":0.3841751552578513,"score_spread":0.2471054945484054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902212234","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20865697,0.0013475876,0.0000013665052,0.00007056419,0.00004300286,0.00010515822,0.78933704,0.000012148278,0.0004261332],"genre_scores_gemma":[0.49430355,0.0000581264,0.0075743725,0.00007953107,0.000008659758,0.00021872121,0.4955123,0.000015561225,0.0022291616],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924284,0.000268593,0.00018777545,0.00016210192,0.000039242415,0.00009943519],"domain_scores_gemma":[0.99847245,0.0013517916,0.000037005644,0.000085408705,0.00003282154,0.00002054479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008456228,0.000071758426,0.00013304467,0.000053152104,0.0000841257,0.000010180592,0.00008991715,0.00008322282,0.7892699],"category_scores_gemma":[0.00041140945,0.00006611308,0.000013811775,0.0000904702,0.00004094046,0.00007196664,0.00012035185,0.00022269374,0.000019747857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002137425,0.000016532918,0.000016790977,0.00015485917,0.000052302275,0.000013647983,0.010273103,0.0000012851159,0.0011217293,0.000023141904,0.98790073,0.0004045145],"study_design_scores_gemma":[0.00037555158,0.00012172685,0.11512542,0.04299869,0.000024606132,0.00008530001,0.013830163,0.000026558508,0.00044562033,0.00013653094,0.82644755,0.00038230207],"about_ca_topic_score_codex":0.06867978,"about_ca_topic_score_gemma":0.7663279,"teacher_disagreement_score":0.7892502,"about_ca_system_score_codex":0.000103734696,"about_ca_system_score_gemma":0.0004938647,"threshold_uncertainty_score":0.93752193},"labels":[],"label_agreement":null},{"id":"W6902212594","doi":"10.6084/m9.figshare.26122833.v1","title":"Additional file 2 of Integrated surveillance systems for antibiotic resistance in a One Health context: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Montréal; York University","funders":"","keywords":"Antibiotic resistance; MEDLINE; Public health; Public health surveillance; Health care","score_opus":0.04282776889573665,"score_gpt":0.29115978719573077,"score_spread":0.24833201829999413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902212594","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001567315,0.32556784,0.0000025109591,0.00011544994,0.000061277264,0.00061360997,0.673363,0.00003497195,0.00023982387],"genre_scores_gemma":[0.0063523995,0.0012237264,0.000056742745,0.00020614802,0.000024194862,0.00023640707,0.98878086,0.000017251981,0.0031022646],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989118,0.00011654175,0.00042384712,0.00027053824,0.00003500231,0.00024228949],"domain_scores_gemma":[0.9981886,0.0013608573,0.00016456064,0.00015859414,0.00011156395,0.000015823054],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009909088,0.00012088047,0.0004578537,0.000071515205,0.000052672178,0.000012165276,0.00012780333,0.00010867218,0.7874704],"category_scores_gemma":[0.0015954303,0.00010544685,0.00008533411,0.00028145325,0.000024777526,0.000047049165,0.00002263509,0.00015571862,0.0008665017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001883902,0.000028353608,9.597426e-7,0.041580345,0.000038080692,0.0000038565695,0.000019757577,2.2599643e-7,0.000026712696,0.000065689695,0.9578041,0.00041306717],"study_design_scores_gemma":[0.000101898644,0.000031144515,0.00013775672,0.5497988,0.000002041815,0.0000041414746,0.000021815138,0.0000059870654,0.00003856516,0.000003055125,0.44978228,0.00007248272],"about_ca_topic_score_codex":0.000028022878,"about_ca_topic_score_gemma":0.000721722,"teacher_disagreement_score":0.7866039,"about_ca_system_score_codex":0.000059039936,"about_ca_system_score_gemma":0.00057385693,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W6902236113","doi":"10.6084/m9.figshare.19381008","title":"Additional file 3 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); Focus (optics); Focus group; Health care; Respiratory tract infections","score_opus":0.026201478462377067,"score_gpt":0.30400554408248326,"score_spread":0.2778040656201062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902236113","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008928548,0.000003527233,9.225413e-7,0.000020339972,0.000021514235,0.039910085,0.95100105,0.00001896521,0.000095021496],"genre_scores_gemma":[0.25126138,2.1623917e-8,0.000010563256,0.000019033812,0.000013297184,0.30396047,0.4440776,0.000010895296,0.0006467358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914736,0.0001156792,0.00026288873,0.00021425812,0.0001093918,0.00015043508],"domain_scores_gemma":[0.99878144,0.0007129772,0.00018688376,0.00012754528,0.00016585871,0.000025275807],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006254118,0.00011049455,0.0001769404,0.00012377225,0.00032190682,0.00000452769,0.00013608395,0.000063499094,0.9431742],"category_scores_gemma":[0.0006271589,0.00009497818,0.000081427024,0.00025022472,0.000024436658,0.000063999905,0.000050296065,0.00013651195,0.00008798877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024432,0.0009544677,0.00072822196,0.00008529797,0.00024123542,0.0000016994444,0.00032288168,0.000023273382,0.000036976086,0.000004622341,0.9970146,0.0003424122],"study_design_scores_gemma":[0.0067938673,0.018414851,0.28307,0.0009828411,0.000050987608,0.000010608454,0.0025804448,7.5611e-7,0.0009164278,0.000008764659,0.6868977,0.00027275726],"about_ca_topic_score_codex":0.000052197753,"about_ca_topic_score_gemma":0.0011571128,"teacher_disagreement_score":0.94308615,"about_ca_system_score_codex":0.000044827673,"about_ca_system_score_gemma":0.00027386931,"threshold_uncertainty_score":0.3873098},"labels":[],"label_agreement":null},{"id":"W6902264335","doi":"10.6084/m9.figshare.26122597","title":"Additional file 1 of Integrated surveillance systems for antibiotic resistance in a One Health context: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Montréal; York University","funders":"","keywords":"Antibiotic resistance; MEDLINE; Public health; Public health surveillance; Health care","score_opus":0.04432964648738037,"score_gpt":0.2917466478011075,"score_spread":0.24741700131372713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902264335","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015816601,0.32378194,0.0000025708327,0.00011632816,0.00006109036,0.0006162469,0.6751499,0.000035070032,0.00023526157],"genre_scores_gemma":[0.006456347,0.0011939087,0.00005800398,0.00020623967,0.000023865094,0.00024099457,0.9887094,0.000017283948,0.0030939602],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989116,0.00011657995,0.00042366338,0.00027073442,0.000035010777,0.00024237581],"domain_scores_gemma":[0.9981694,0.001379694,0.00016433778,0.00015888874,0.000111804104,0.000015825251],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009961691,0.000120917655,0.00045774534,0.00007156052,0.000052668445,0.000012139792,0.00012787216,0.00010867157,0.79053336],"category_scores_gemma":[0.0016142495,0.0001054802,0.000085350075,0.00028166498,0.000024777857,0.000047018002,0.000022638169,0.0001557533,0.0008755303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018953122,0.000028384062,9.90878e-7,0.041264895,0.00003810922,0.0000037600075,0.000019756435,2.2512138e-7,0.000027659808,0.000064639695,0.9581301,0.00040250825],"study_design_scores_gemma":[0.00010154647,0.000031237345,0.00014037619,0.553512,0.0000020554332,0.000004145598,0.000022101949,0.000006044973,0.000038920556,0.0000030413123,0.44606572,0.000072858486],"about_ca_topic_score_codex":0.000027752427,"about_ca_topic_score_gemma":0.0007176174,"teacher_disagreement_score":0.78965783,"about_ca_system_score_codex":0.000059023583,"about_ca_system_score_gemma":0.0005763365,"threshold_uncertainty_score":0.9999024},"labels":[],"label_agreement":null},{"id":"W6902293858","doi":"10.6084/m9.figshare.26574959.v1","title":"Additional file 2 of Exploring medical and veterinary student perceptions and communication preferences related to antimicrobial resistance in Ontario, Canada using qualitative methods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Qualitative research; Perception; Antibiotic resistance; Resistance (ecology); Focus group; Qualitative analysis","score_opus":0.13436833463373057,"score_gpt":0.3835890042968754,"score_spread":0.24922066966314485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902293858","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20737143,0.0013565982,0.0000013277186,0.00007069618,0.000043228272,0.000104983556,0.790606,0.000012152568,0.00043358447],"genre_scores_gemma":[0.48090392,0.000059382994,0.0075843176,0.00008040915,0.000008859548,0.00022109979,0.5088339,0.000015721835,0.0022924426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924284,0.0002687718,0.0001877161,0.00016204387,0.00003922901,0.00009940004],"domain_scores_gemma":[0.9984807,0.0013433578,0.000037040467,0.000085339605,0.00003304749,0.000020542979],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000084134306,0.00007174304,0.00013303343,0.00005311564,0.00008410058,0.000010176688,0.00008986507,0.00008322326,0.7926072],"category_scores_gemma":[0.0004122561,0.000066098015,0.000013809283,0.00009044862,0.000040930936,0.000071951676,0.00012037316,0.00022269515,0.000019733357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020721402,0.000016332302,0.0000160825,0.00015301464,0.00005172087,0.000013620971,0.010149605,0.0000012907282,0.0010873084,0.000022622526,0.9880632,0.0004044912],"study_design_scores_gemma":[0.00036189205,0.00011603336,0.109821424,0.041091617,0.000023730692,0.00008250425,0.013263835,0.00002539779,0.00042796953,0.00013131496,0.8342857,0.00036859303],"about_ca_topic_score_codex":0.06910731,"about_ca_topic_score_gemma":0.7655364,"teacher_disagreement_score":0.79258746,"about_ca_system_score_codex":0.0001037518,"about_ca_system_score_gemma":0.0004933401,"threshold_uncertainty_score":0.9370916},"labels":[],"label_agreement":null},{"id":"W6902384583","doi":"10.6084/m9.figshare.21256639.v1","title":"Additional file 3 of Non-prescribed antibiotic use for children at community levels in low- and middle-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"MEDLINE; Risk assessment; Data collection; Public health; Epidemiology","score_opus":0.05267343396696411,"score_gpt":0.2579949570817074,"score_spread":0.20532152311474328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902384583","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013059395,0.019108413,2.8987225e-7,0.000030520565,0.0000045608126,0.000986559,0.9785382,0.000009491887,0.000016031796],"genre_scores_gemma":[0.12216837,0.000060267805,0.000055412635,0.00043132162,0.0000021301005,0.00051415694,0.87364644,0.000013170743,0.0031087324],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9987606,0.0004119143,0.00041391095,0.00019350344,0.000049263846,0.00017083007],"domain_scores_gemma":[0.9966897,0.0025592982,0.0003171902,0.00033703347,0.000079123514,0.000017672406],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015256795,0.00015138678,0.0011792289,0.00011424409,0.00032433873,0.000011086858,0.0001997517,0.00007775109,0.8962229],"category_scores_gemma":[0.0012897892,0.00012074054,0.00026765498,0.00024164401,0.000045265493,0.000068358044,0.00030254948,0.00020690486,0.00007616764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022418584,0.00008147183,0.000050509872,0.1355942,0.01937563,0.0000030888798,0.00015189152,0.000002816354,0.000011044099,0.000002702281,0.844704,2.4627394e-7],"study_design_scores_gemma":[0.0048385654,0.001088513,0.24924293,0.31633455,0.38274428,0.00060495385,0.0013255953,0.00012556833,0.001006018,0.000049450282,0.040023144,0.0026164337],"about_ca_topic_score_codex":0.00004049911,"about_ca_topic_score_gemma":0.00013631402,"teacher_disagreement_score":0.8961467,"about_ca_system_score_codex":0.0000322805,"about_ca_system_score_gemma":0.000036270092,"threshold_uncertainty_score":0.49236563},"labels":[],"label_agreement":null},{"id":"W6902389168","doi":"10.6084/m9.figshare.27042290","title":"Additional file 1 of Process evaluation of two large randomized controlled trials to understand factors influencing family physicians’ use of antibiotic audit and feedback reports","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Sunnybrook Health Science Centre; Western University; University of Toronto; Toronto East General Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; Women's College Hospital","funders":"","keywords":"Audit; Process (computing); Randomized controlled trial; Protocol (science); MEDLINE","score_opus":0.06677272209814356,"score_gpt":0.31626809101132786,"score_spread":0.2494953689131843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902389168","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11567543,0.0020236482,0.000003944352,0.000008203224,0.000084179046,0.0011689415,0.880791,0.000017163977,0.00022747279],"genre_scores_gemma":[0.78501236,0.0000069433854,0.000025134117,0.0000187583,0.000017001612,0.000031387714,0.21457404,0.000010249736,0.00030410007],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99808276,0.000503253,0.0008950321,0.00023324709,0.00014040394,0.00014527861],"domain_scores_gemma":[0.99216473,0.0064404006,0.0007821219,0.00014287361,0.00045507017,0.000014780071],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064889435,0.00014713255,0.0014846951,0.00014111464,0.000044403838,0.000014485749,0.00005611148,0.00012641354,0.59811217],"category_scores_gemma":[0.017171996,0.00010106474,0.00029742758,0.00018026165,0.000054201522,0.000118308715,0.00003068155,0.00009129227,0.000037783586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039651114,0.00007587874,0.000010326928,0.00075337425,0.0010769495,0.0000036805711,0.0009128587,0.00005701463,0.01207177,0.000017793944,0.980843,0.00021223178],"study_design_scores_gemma":[0.42851356,0.0009173771,0.020647507,0.21722424,0.0070373565,0.000064363834,0.02326569,0.0019011134,0.24062367,0.0019303617,0.055901453,0.0019733137],"about_ca_topic_score_codex":0.0000120621935,"about_ca_topic_score_gemma":0.00001529711,"teacher_disagreement_score":0.92494154,"about_ca_system_score_codex":0.000022558384,"about_ca_system_score_gemma":0.00029922056,"threshold_uncertainty_score":0.9911068},"labels":[],"label_agreement":null},{"id":"W6902525765","doi":"10.6084/m9.figshare.c.7554102.v1","title":"The cell adhesion molecule CD44 acts as a modulator of 5-HT7 receptor functions","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Transactivation; Receptor; CD44; Förster resonance energy transfer; HEK 293 cells; Ligand (biochemistry); Cell adhesion molecule; Signal transduction","score_opus":0.011089625865395063,"score_gpt":0.2248374605539374,"score_spread":0.21374783468854236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902525765","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004227143,0.08330305,0.0000010506632,0.000104618775,0.0012659325,0.0004172064,0.16748144,0.00019919095,0.74718523],"genre_scores_gemma":[0.0047192737,0.00021260529,0.0000063218554,0.000045899724,0.00010739944,0.000023984363,0.031243732,0.00019422242,0.96344656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923104,0.000056358313,0.0001686637,0.00028134117,0.000040740284,0.00022183111],"domain_scores_gemma":[0.99930954,0.00006356625,0.00017051633,0.00039958901,0.00003825594,0.00001850427],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000022373195,0.00019953724,0.00022286206,0.00007371739,0.000087408225,0.000019578363,0.0002546991,0.00057753734,0.30635554],"category_scores_gemma":[0.00011774448,0.00012895983,0.00015354567,0.00011017052,0.000034745543,0.00001647188,0.00011068987,0.00032359204,0.09472604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016165985,0.000031296207,3.5700518e-7,0.00040219293,0.00012950048,0.000003949778,0.000028838731,1.0069918e-7,0.015306824,0.000041900024,0.9839018,0.00013707718],"study_design_scores_gemma":[0.00013380576,0.000060050068,0.0000044434073,0.0031900632,0.000040057857,0.0000037811462,0.00006896667,1.7856016e-7,0.044800844,0.000010263782,0.95154667,0.00014089154],"about_ca_topic_score_codex":0.000025004707,"about_ca_topic_score_gemma":0.0000348017,"teacher_disagreement_score":0.21626131,"about_ca_system_score_codex":0.000016147087,"about_ca_system_score_gemma":0.00008279266,"threshold_uncertainty_score":0.9059788},"labels":[],"label_agreement":null},{"id":"W6904058887","doi":"10.1371/journal.pgph.0004109.s003","title":"Demographic and clinical characteristics of sick visits by antibiotic prescription for children ≤18 of age.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medical diagnosis; Respiratory tract infections; Antibiotics; Quarter (Canadian coin); Urinary system; Respiratory tract; Epidemiology","score_opus":0.01769503949138455,"score_gpt":0.28044973749120533,"score_spread":0.26275469799982076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904058887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85080427,0.0071330536,0.00004837554,0.00005168197,0.0002520808,0.0006186469,0.14075533,0.000031851236,0.0003046959],"genre_scores_gemma":[0.96950835,0.0001362916,0.00003322481,0.000052224812,0.000014728215,0.0000020080693,0.029291002,0.000006452594,0.00095571985],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9993002,0.00004942978,0.0003305371,0.00017825041,0.000015913516,0.00012568232],"domain_scores_gemma":[0.99942213,0.00015898548,0.000180871,0.00014986066,0.000077545046,0.00001059044],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000061321814,0.000088183995,0.0002964543,0.000055350534,0.000047813413,0.000004557481,0.000114783674,0.00023332686,0.0014763493],"category_scores_gemma":[0.0003267164,0.00007706385,0.0000938906,0.00008474964,0.000056595494,0.000027372564,0.0000537504,0.00010320412,0.000018599234],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003449509,0.0004840228,0.1492849,0.0016648525,0.0008273611,0.0000014108613,0.000058611928,1.12949955e-7,0.05140463,0.00021100239,0.77868783,0.017030327],"study_design_scores_gemma":[0.0009662527,0.0001998231,0.96348685,0.0018254126,0.000102304686,0.000002317304,0.000013067447,0.0000034601003,0.023738384,0.000037457135,0.009523255,0.00010140781],"about_ca_topic_score_codex":0.0000067804885,"about_ca_topic_score_gemma":0.000004774342,"teacher_disagreement_score":0.81420195,"about_ca_system_score_codex":0.000002653072,"about_ca_system_score_gemma":0.000025625715,"threshold_uncertainty_score":0.99943644},"labels":[],"label_agreement":null},{"id":"W6904786152","doi":"10.1371/journal.pone.0316122.s001","title":"S1 Questionnaire -","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Quarter (Canadian coin); Odds; Knowledge level; Odds ratio; Public health; Antibiotics; Sample (material); Health education","score_opus":0.014361411248931493,"score_gpt":0.2458289588733848,"score_spread":0.2314675476244533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904786152","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010656619,0.4432514,0.000064513355,0.0031794007,0.005474948,0.0007552645,0.43067464,0.0037096755,0.102233544],"genre_scores_gemma":[0.8931706,0.000017534367,0.0000065567124,0.00014135164,0.00007636648,0.000010215237,0.08325198,0.000012012331,0.023313371],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996631,0.000016236605,0.000061758976,0.000129747,0.000010611089,0.00011850359],"domain_scores_gemma":[0.9998442,0.000027322656,0.000008859297,0.00009599677,0.000016072356,0.000007532926],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000010214457,0.00005804487,0.000056332763,0.000027109718,0.00005869056,0.000019048604,0.00007605109,0.00010617065,0.44342992],"category_scores_gemma":[0.000080479644,0.000044732697,0.000042062897,0.000069043126,0.000008319467,0.000045979472,0.000026173151,0.00012025252,0.27025437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022572408,0.000007037634,0.000013800211,0.00014069569,0.000026984319,0.000026369467,0.000066061584,2.5881062e-7,0.0022202353,0.00042028073,0.9935796,0.0034963922],"study_design_scores_gemma":[0.000050715484,0.000014492747,0.0005450713,0.0027871055,0.000005436115,0.00003291421,0.000014491644,0.000004580458,0.009999016,0.000070780734,0.9864031,0.000072264724],"about_ca_topic_score_codex":0.0000035772393,"about_ca_topic_score_gemma":0.000005166178,"teacher_disagreement_score":0.882514,"about_ca_system_score_codex":0.000010004156,"about_ca_system_score_gemma":0.000037809863,"threshold_uncertainty_score":0.7303138},"labels":[],"label_agreement":null},{"id":"W6906267061","doi":"10.17037/pubs.04661650","title":"AMIS Final Report","year":2021,"lang":"en","type":"article","venue":"LSHTM Research Online (London School of Hygiene and Tropical Medicine)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; London School of Hygiene and Tropical Medicine","keywords":"Work (physics); Government (linguistics); Context (archaeology); Nucleofection","score_opus":0.07658283524182712,"score_gpt":0.3804785903348867,"score_spread":0.30389575509305955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6906267061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96261317,0.02403425,0.00027957594,0.00987262,0.00033581952,0.00015877452,0.000023875207,0.000031882173,0.0026500484],"genre_scores_gemma":[0.97189164,0.0041055772,0.0008666777,0.00029806222,0.0003112905,0.000004476172,0.00015755364,0.000017851367,0.022346886],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99763274,0.00040279803,0.0006146123,0.0005173567,0.00027495905,0.0005575606],"domain_scores_gemma":[0.997991,0.0005245676,0.000110412926,0.00054266065,0.00067811663,0.00015322112],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047989798,0.00017192996,0.00056048,0.0001979267,0.00020719426,0.000010565724,0.00023538595,0.00025479283,0.0016476088],"category_scores_gemma":[0.0034575292,0.000120454875,0.0000863181,0.00048757612,0.0013014368,0.00007117594,0.00022354501,0.0009948203,0.00011472364],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088716164,0.0011903557,0.1856082,0.00045464982,0.00045572754,0.0047133663,0.00019424786,7.963077e-7,0.7516336,0.003765291,0.036316715,0.014779879],"study_design_scores_gemma":[0.005813585,0.0015758851,0.57868046,0.00091074564,0.00010952431,0.0019729193,0.0016676552,0.000006125376,0.13138348,0.002169632,0.27539012,0.00031988084],"about_ca_topic_score_codex":0.00020878913,"about_ca_topic_score_gemma":0.00014321909,"teacher_disagreement_score":0.6202501,"about_ca_system_score_codex":0.000028580072,"about_ca_system_score_gemma":0.00035008678,"threshold_uncertainty_score":0.999265},"labels":[],"label_agreement":null},{"id":"W6906386577","doi":"10.17605/osf.io/2x4cp","title":"Describing frameworks that may be adapted to Canadian national surveillance of antimicrobial usage amongst dogs &amp; cats: Scoping review protocol","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial drug; Protocol (science); Medical prescription; Antimicrobial; Antibiotic resistance; Public health surveillance; One Health; MEDLINE","score_opus":0.055418168719865275,"score_gpt":0.3499213340206035,"score_spread":0.2945031653007382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6906386577","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002920078,0.0088188965,0.0024005324,0.012966113,0.0052140346,0.29989082,0.0023734465,0.00029070152,0.66775346],"genre_scores_gemma":[0.03850367,0.003643465,0.06996838,0.08450619,0.0007404714,0.056779157,0.0016334434,0.0015868595,0.74263835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667406,0.00031569166,0.0005753712,0.001140706,0.00036713682,0.0009270617],"domain_scores_gemma":[0.9975682,0.00021489285,0.0006506959,0.0011189514,0.00024155903,0.0002057063],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022487713,0.00042908726,0.00094796496,0.00054700027,0.0007913633,0.00020834267,0.0039246464,0.00080372294,0.03008744],"category_scores_gemma":[0.0018595472,0.0003936996,0.00012439134,0.0017907848,0.0010833779,0.00018923724,0.0011631646,0.0015321095,0.00032277626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006926104,0.00012082102,0.0059851906,0.0021858737,0.000115602736,0.000016367194,0.0003139606,0.000014036153,0.0015363763,0.0021012241,0.98631924,0.0012220175],"study_design_scores_gemma":[0.0003120432,0.0000476123,0.00030677862,0.08136231,0.000023631404,0.000023738172,0.00005439562,3.1286675e-7,0.00048477203,0.000037630947,0.91663146,0.00071532297],"about_ca_topic_score_codex":0.06665819,"about_ca_topic_score_gemma":0.17503731,"teacher_disagreement_score":0.24311167,"about_ca_system_score_codex":0.00041930407,"about_ca_system_score_gemma":0.0048411866,"threshold_uncertainty_score":0.99985147},"labels":[],"label_agreement":null},{"id":"W6920305662","doi":"10.60692/7aa6j-98h23","title":"Annual relative increased in inpatient mortality from antimicrobial resistant nosocomial infections in Thailand","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Relative risk; Hazard ratio; Pseudomonas aeruginosa; Retrospective cohort study; Acinetobacter; Cohort","score_opus":0.011971802402607586,"score_gpt":0.20125757599082897,"score_spread":0.18928577358822138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920305662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950369,0.000010052649,0.00021837368,0.000019762323,0.0007139823,0.0005693329,0.0011734469,0.00006285773,0.0021953133],"genre_scores_gemma":[0.9995249,3.8637594e-7,0.000019214147,0.000063972104,0.000018274377,0.000012365109,0.00021023939,0.0000069081652,0.00014373087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852854,0.00023049308,0.00071763,0.0001981599,0.0000604798,0.00026468525],"domain_scores_gemma":[0.9993232,0.000028990138,0.00027682586,0.00028180057,0.00006843469,0.000020760262],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026995727,0.00017523323,0.00034426447,0.00029367235,0.00007723079,0.000022839908,0.00012238824,0.00029725998,0.000084652296],"category_scores_gemma":[0.00002213526,0.00014610373,0.00006483908,0.00024678317,0.000060041904,0.0005540229,0.000060520873,0.00026791525,0.001467558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037060474,0.000017444687,0.9636627,0.00009695923,0.000058151385,0.0000034160744,0.035088185,0.00004831997,0.0004183051,0.00011991254,0.00010514352,0.000010886373],"study_design_scores_gemma":[0.0043507805,0.00008351953,0.98260987,0.0004066822,0.000022079263,0.000007694109,0.009196898,0.000041902756,0.0027021344,0.0000025384932,0.00034651672,0.00022936703],"about_ca_topic_score_codex":0.0012390164,"about_ca_topic_score_gemma":0.00016462611,"teacher_disagreement_score":0.025891285,"about_ca_system_score_codex":0.00016934532,"about_ca_system_score_gemma":0.00007167399,"threshold_uncertainty_score":0.9993099},"labels":[],"label_agreement":null},{"id":"W6920356406","doi":"10.60692/12ntb-s0112","title":"Additional file 2 of Global antimicrobial resistance: a system-wide comprehensive investigation using the Global One Health Index","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Table (database); Index (typography); Global health; Index method; Generalized entropy index","score_opus":0.0252135173796476,"score_gpt":0.21342372726439227,"score_spread":0.18821020988474466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920356406","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120053515,0.000069819376,0.0022583406,0.00025906335,0.00082540297,0.00084162917,0.8737761,0.00018123574,0.0017349364],"genre_scores_gemma":[0.9841438,9.814422e-8,0.0002545611,0.0004784041,0.00003103362,0.000052084244,0.014883947,0.000005458077,0.00015064511],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982535,0.0003912649,0.0007539958,0.00016242628,0.0001618949,0.000276922],"domain_scores_gemma":[0.9984594,0.00006191969,0.0009598972,0.00028444783,0.00020414508,0.000030207273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016676715,0.00016506166,0.0003339316,0.000056358862,0.0008109467,0.000031389485,0.000245226,0.000106568754,0.010278417],"category_scores_gemma":[0.00003063575,0.00013442045,0.00009992575,0.0004306495,0.00018782866,0.00018726956,0.00014133584,0.00016002625,0.00020451211],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046185582,0.000013093111,0.01686001,0.0017720546,0.00035377013,0.0000028835946,0.007520322,0.00065851334,0.000023479794,0.0022100809,0.9700908,0.000033105473],"study_design_scores_gemma":[0.00736576,0.00042550947,0.5208316,0.009260703,0.0002482715,0.0015483701,0.23030049,0.0015109112,0.0006354452,0.000025199222,0.22636385,0.0014838735],"about_ca_topic_score_codex":0.000091927715,"about_ca_topic_score_gemma":0.000006298603,"teacher_disagreement_score":0.86409026,"about_ca_system_score_codex":0.00082084205,"about_ca_system_score_gemma":0.00040755724,"threshold_uncertainty_score":0.99062634},"labels":[],"label_agreement":null},{"id":"W6920371624","doi":"10.60692/ecbee-yjq75","title":"Additional file 2 of Global antimicrobial resistance: a system-wide comprehensive investigation using the Global One Health Index","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Table (database); Index (typography); Global health; Index method; Generalized entropy index","score_opus":0.0252135173796476,"score_gpt":0.21342372726439227,"score_spread":0.18821020988474466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920371624","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120053515,0.000069819376,0.0022583406,0.00025906335,0.00082540297,0.00084162917,0.8737761,0.00018123574,0.0017349364],"genre_scores_gemma":[0.9841438,9.814422e-8,0.0002545611,0.0004784041,0.00003103362,0.000052084244,0.014883947,0.000005458077,0.00015064511],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982535,0.0003912649,0.0007539958,0.00016242628,0.0001618949,0.000276922],"domain_scores_gemma":[0.9984594,0.00006191969,0.0009598972,0.00028444783,0.00020414508,0.000030207273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016676715,0.00016506166,0.0003339316,0.000056358862,0.0008109467,0.000031389485,0.000245226,0.000106568754,0.010278417],"category_scores_gemma":[0.00003063575,0.00013442045,0.00009992575,0.0004306495,0.00018782866,0.00018726956,0.00014133584,0.00016002625,0.00020451211],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046185582,0.000013093111,0.01686001,0.0017720546,0.00035377013,0.0000028835946,0.007520322,0.00065851334,0.000023479794,0.0022100809,0.9700908,0.000033105473],"study_design_scores_gemma":[0.00736576,0.00042550947,0.5208316,0.009260703,0.0002482715,0.0015483701,0.23030049,0.0015109112,0.0006354452,0.000025199222,0.22636385,0.0014838735],"about_ca_topic_score_codex":0.000091927715,"about_ca_topic_score_gemma":0.000006298603,"teacher_disagreement_score":0.86409026,"about_ca_system_score_codex":0.00082084205,"about_ca_system_score_gemma":0.00040755724,"threshold_uncertainty_score":0.99062634},"labels":[],"label_agreement":null},{"id":"W6920614727","doi":"10.6084/m9.figshare.19381008.v1","title":"Additional file 3 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); Focus (optics); Focus group; Health care; Respiratory tract infections","score_opus":0.026201478462377067,"score_gpt":0.30400554408248326,"score_spread":0.2778040656201062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920614727","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008928548,0.000003527233,9.225413e-7,0.000020339972,0.000021514235,0.039910085,0.95100105,0.00001896521,0.000095021496],"genre_scores_gemma":[0.25126138,2.1623917e-8,0.000010563256,0.000019033812,0.000013297184,0.30396047,0.4440776,0.000010895296,0.0006467358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914736,0.0001156792,0.00026288873,0.00021425812,0.0001093918,0.00015043508],"domain_scores_gemma":[0.99878144,0.0007129772,0.00018688376,0.00012754528,0.00016585871,0.000025275807],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006254118,0.00011049455,0.0001769404,0.00012377225,0.00032190682,0.00000452769,0.00013608395,0.000063499094,0.9431742],"category_scores_gemma":[0.0006271589,0.00009497818,0.000081427024,0.00025022472,0.000024436658,0.000063999905,0.000050296065,0.00013651195,0.00008798877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024432,0.0009544677,0.00072822196,0.00008529797,0.00024123542,0.0000016994444,0.00032288168,0.000023273382,0.000036976086,0.000004622341,0.9970146,0.0003424122],"study_design_scores_gemma":[0.0067938673,0.018414851,0.28307,0.0009828411,0.000050987608,0.000010608454,0.0025804448,7.5611e-7,0.0009164278,0.000008764659,0.6868977,0.00027275726],"about_ca_topic_score_codex":0.000052197753,"about_ca_topic_score_gemma":0.0011571128,"teacher_disagreement_score":0.94308615,"about_ca_system_score_codex":0.000044827673,"about_ca_system_score_gemma":0.00027386931,"threshold_uncertainty_score":0.3873098},"labels":[],"label_agreement":null},{"id":"W6920621372","doi":"10.6084/m9.figshare.13364118","title":"Additional file 14 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Escherichia coli; Healthcare system; Health care; Public health; MEDLINE","score_opus":0.058655354090901564,"score_gpt":0.2916943820604685,"score_spread":0.23303902796956694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920621372","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049030303,0.057475854,8.5829e-7,0.0019565367,0.000008540958,0.0016523197,0.93835866,0.000011478703,0.000045424884],"genre_scores_gemma":[0.7684259,0.00016929726,0.000078678415,0.0034490603,0.000015542331,0.001044996,0.22643758,0.000022181883,0.00035679352],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.998316,0.00074472156,0.0005333372,0.00021070095,0.00007884634,0.00011638024],"domain_scores_gemma":[0.99878085,0.00028565357,0.0004427707,0.00020360733,0.000252949,0.000034173554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021527431,0.000111665446,0.0010946069,0.000067178014,0.00010411821,0.0000058012506,0.00009166683,0.00007622814,0.17626017],"category_scores_gemma":[0.0014219566,0.00007425283,0.00019096344,0.0005521588,0.000021919988,0.000027729526,0.000068108646,0.000109549284,0.000045572055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011101143,0.000027810709,0.0000035052676,0.20105238,0.0062799286,7.3340857e-7,0.00053425867,0.000014569385,0.00018645635,0.000017150272,0.79186916,0.0000029695318],"study_design_scores_gemma":[0.0032282555,0.0018916344,0.011720078,0.5712724,0.3276149,0.00012320947,0.0071018087,0.00043296808,0.0012548781,0.000019176423,0.07360078,0.0017399226],"about_ca_topic_score_codex":0.00010545921,"about_ca_topic_score_gemma":0.00046377373,"teacher_disagreement_score":0.7679356,"about_ca_system_score_codex":0.000037294445,"about_ca_system_score_gemma":0.00020517284,"threshold_uncertainty_score":0.8244929},"labels":[],"label_agreement":null},{"id":"W6920653895","doi":"10.6084/m9.figshare.19759403","title":"Additional file 1 of Barriers and facilitators of implementing interventions to improve appropriate antibiotic use in low- and middle-income countries: a systematic review based on the Consolidated Framework for Implementation Research","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Context (archaeology); Key (lock); Systematic review; Work (physics); MEDLINE","score_opus":0.05266093224710342,"score_gpt":0.3382978890209023,"score_spread":0.28563695677379886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920653895","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005313779,0.0009523173,0.0000033815363,0.000090032554,0.00001371967,0.0020006667,0.991613,0.000005557336,0.000007562328],"genre_scores_gemma":[0.52094054,0.000029213188,0.00027369556,0.00035763253,0.0000056964477,0.002603393,0.47552875,0.000020385445,0.00024066302],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99865896,0.00039769744,0.00046056038,0.00019274383,0.00007995094,0.00021011074],"domain_scores_gemma":[0.99510145,0.0042966967,0.00024816298,0.00018099941,0.00015302918,0.000019665076],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045699065,0.00008616135,0.00028452658,0.0001310212,0.0002506335,0.000012808972,0.00012641517,0.00004518704,0.59703314],"category_scores_gemma":[0.0053610373,0.00006593926,0.00006804275,0.00024156761,0.000049010156,0.00003754707,0.00013606511,0.00017739346,0.000020091355],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001433581,0.000057330533,0.000109120585,0.39461488,0.00016759927,0.0000021357723,0.00062018674,0.0000018111573,0.00016189176,0.00045203225,0.6036476,0.000022045306],"study_design_scores_gemma":[0.0009969833,0.00087295676,0.001617957,0.9732016,0.00009744865,0.000005053039,0.011516215,0.00007040188,0.0018389709,0.0001450044,0.009388888,0.00024852788],"about_ca_topic_score_codex":0.000016745658,"about_ca_topic_score_gemma":0.000035431684,"teacher_disagreement_score":0.59701306,"about_ca_system_score_codex":0.000035621528,"about_ca_system_score_gemma":0.00009787568,"threshold_uncertainty_score":0.641805},"labels":[],"label_agreement":null},{"id":"W6920665313","doi":"10.6084/m9.figshare.12726640","title":"Additional file 8 of Immunoglobulin recognition of fecal bacteria in stunted and non-stunted children: findings from the Afribiota study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Feces; Taxon; Relative species abundance; Statistical analysis; Gram; Abundance (ecology); Index (typography)","score_opus":0.01671164557370877,"score_gpt":0.20708935903560644,"score_spread":0.19037771346189766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920665313","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3137905,0.00014284058,5.4981495e-8,0.000037642596,0.000012073307,0.00021624131,0.68572086,0.000007450266,0.00007232838],"genre_scores_gemma":[0.5073112,0.0000022349766,0.000019791762,0.000046113677,0.000013848485,0.000017566535,0.4925539,0.000005044851,0.000030321766],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9993072,0.00008134279,0.0002560177,0.00020240797,0.000034572866,0.00011844311],"domain_scores_gemma":[0.99899787,0.00067817204,0.00013834074,0.000116337906,0.000056982186,0.000012315957],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002240095,0.00010905642,0.00022750968,0.000024751615,0.00005293643,0.0000062187205,0.00015776731,0.00012978651,0.93149364],"category_scores_gemma":[0.00075758836,0.0000817586,0.000045645884,0.00014472961,0.000039806244,0.000043100226,0.00011094832,0.00018755427,0.00071527925],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014638952,0.0002011664,0.0012931989,0.00002252311,0.0001383008,0.00000272946,0.0007731351,7.925226e-8,0.009845861,1.01463016e-7,0.98712504,0.00045144896],"study_design_scores_gemma":[0.0010916345,0.00025790016,0.9792489,0.0016736869,0.000018885954,0.0000027852352,0.001030939,0.000002992284,0.0057604313,0.0000026875546,0.010795873,0.00011327318],"about_ca_topic_score_codex":0.000057513567,"about_ca_topic_score_gemma":0.000065873144,"teacher_disagreement_score":0.9779557,"about_ca_system_score_codex":0.000006600018,"about_ca_system_score_gemma":0.000041243304,"threshold_uncertainty_score":0.9193706},"labels":[],"label_agreement":null},{"id":"W6920674276","doi":"10.6084/m9.figshare.11272937","title":"MOESM1 of “I can make more from selling medicine when breaking the rules” – understanding the antibiotic supply network in a rural community in Viet Nam","year":2019,"lang":"en","type":"article","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Viet nam; Qualitative research; Rural community; Table (database); Rural area; Quarter (Canadian coin)","score_opus":0.03691055381427895,"score_gpt":0.2751222228453103,"score_spread":0.23821166903103136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920674276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99267524,0.0015349962,0.000049815244,0.0016762381,0.0002841594,0.00049814326,0.0000341432,0.000001555548,0.0032457274],"genre_scores_gemma":[0.99892265,0.00009678913,0.00009738481,0.00018098167,0.000026675823,8.5077573e-7,0.00007255355,0.000011950148,0.000590171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844986,0.0006418988,0.00036926437,0.00016481594,0.00004914865,0.00032502442],"domain_scores_gemma":[0.9984404,0.00085835933,0.00018307204,0.00048984535,0.000017165332,0.000011178211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011665985,0.00015157791,0.00039574484,0.00004631095,0.00024606794,0.000024192253,0.00085300935,0.00016332444,0.00074971496],"category_scores_gemma":[0.000032826014,0.00008447791,0.000040227806,0.00018484467,0.00043061364,0.000043524866,0.00028164504,0.00068849744,0.00004793371],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000608802,0.00027502558,0.8480565,0.000065995984,0.00044882385,0.000025110046,0.09398069,0.0009254971,0.04210897,0.0013149282,0.00071630033,0.011473358],"study_design_scores_gemma":[0.006360998,0.00038022295,0.64390904,0.010661681,0.00023547697,0.00005987755,0.32205492,0.00085566594,0.0053968765,0.00524159,0.0041157478,0.00072788796],"about_ca_topic_score_codex":0.012305867,"about_ca_topic_score_gemma":0.031914435,"teacher_disagreement_score":0.22807424,"about_ca_system_score_codex":0.000066662185,"about_ca_system_score_gemma":0.0000575942,"threshold_uncertainty_score":0.9942713},"labels":[],"label_agreement":null},{"id":"W6920682603","doi":"10.6084/m9.figshare.13364106","title":"Additional file 10 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Escherichia coli; Healthcare system; Health care; Public health; MEDLINE","score_opus":0.060184366680621784,"score_gpt":0.2937462822899667,"score_spread":0.23356191560934492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920682603","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049396866,0.054220434,6.071946e-7,0.0017939443,0.0000070120764,0.0015957371,0.94182086,0.000011320751,0.000056132096],"genre_scores_gemma":[0.70707786,0.0001612992,0.00008374325,0.0033646561,0.000017871915,0.0012019456,0.2873059,0.000025520234,0.000761228],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983473,0.00072556885,0.00052686647,0.00020899372,0.000076623954,0.00011467703],"domain_scores_gemma":[0.9987863,0.00028445036,0.00043934915,0.00020322028,0.00025293045,0.00003379304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002074454,0.000110837784,0.0010799201,0.00006664551,0.00010203343,0.000005779096,0.00009138484,0.00007514931,0.29591388],"category_scores_gemma":[0.0014289542,0.00007371622,0.00018946902,0.000548128,0.0000217866,0.000027460217,0.00006792461,0.0001000221,0.00006654949],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011610385,0.000024750243,0.00000210491,0.17276171,0.0054774317,6.1826864e-7,0.0004123507,0.000009991771,0.00014408691,0.000013253391,0.8211394,0.0000026838006],"study_design_scores_gemma":[0.003169845,0.0020738244,0.009630115,0.54336905,0.32641265,0.00011324355,0.0070101335,0.00045318707,0.0011870081,0.000018951467,0.10482362,0.0017383628],"about_ca_topic_score_codex":0.00009742866,"about_ca_topic_score_gemma":0.00040531225,"teacher_disagreement_score":0.7163158,"about_ca_system_score_codex":0.00003679473,"about_ca_system_score_gemma":0.00020978812,"threshold_uncertainty_score":0.70472974},"labels":[],"label_agreement":null},{"id":"W6920720640","doi":"10.6084/m9.figshare.12276944.v1","title":"Additional file 2 of Systematic review of patient-oriented interventions to reduce unnecessary use of antibiotics for upper respiratory tract infections","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McMaster University; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Antibiotics; Respiratory tract infections; Psychological intervention; Upper respiratory infections; MEDLINE","score_opus":0.06277192181201975,"score_gpt":0.2909701827541587,"score_spread":0.22819826094213896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920720640","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035086053,0.004062314,0.000008669345,0.00005250735,0.000038590166,0.00081836473,0.99458164,0.000014814893,0.0000722682],"genre_scores_gemma":[0.030701047,0.0000597213,0.00042462136,0.00063851656,0.000019147057,0.00009018083,0.96763885,0.000021318612,0.00040662207],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99896574,0.00009739093,0.0006436958,0.00014600286,0.000041980886,0.00010520049],"domain_scores_gemma":[0.997843,0.0010428135,0.0005173518,0.000194977,0.00037702167,0.000024815301],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002559941,0.00009538868,0.0004337555,0.0000650183,0.000043976983,0.0000021652395,0.00011339498,0.00009714348,0.7046363],"category_scores_gemma":[0.009828622,0.000082232116,0.00030815505,0.00024108757,0.000025369485,0.00006723198,0.000052094554,0.000084744206,0.00024263946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012798699,0.0002224856,0.0000042490033,0.20201682,0.000079844096,2.801558e-7,0.000038110877,0.0000016637348,0.0007516193,0.000017602822,0.79684216,0.000012357413],"study_design_scores_gemma":[0.00019446811,0.00070496043,0.0005244909,0.76974463,0.00014431975,0.000003644422,0.00011314071,0.000001535052,0.015447577,0.0000015614845,0.2130006,0.00011904848],"about_ca_topic_score_codex":0.0000013890095,"about_ca_topic_score_gemma":0.0000017876641,"teacher_disagreement_score":0.7043936,"about_ca_system_score_codex":0.000009541144,"about_ca_system_score_gemma":0.00007918079,"threshold_uncertainty_score":0.998512},"labels":[],"label_agreement":null},{"id":"W6920747743","doi":"10.6084/m9.figshare.12655222.v1","title":"Additional file 1 of On-line virtual patient learning: a pilot study of a new modality in antimicrobial stewardship education for pediatric residents","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Antimicrobial stewardship; Modality (human–computer interaction); Stewardship (theology); Antimicrobial; Modalities; MEDLINE","score_opus":0.05727652267048298,"score_gpt":0.2723729663031782,"score_spread":0.21509644363269523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920747743","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118277155,0.000047791204,6.6447325e-7,0.00005063038,0.000040164494,0.00044355553,0.8810365,0.00001180942,0.00009171283],"genre_scores_gemma":[0.6209528,7.7731625e-7,0.00002366185,0.00006278318,0.000052696687,0.00005080942,0.37836784,0.0000066968178,0.0004819479],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999263,0.00008530465,0.0002879448,0.00020064243,0.000044136807,0.00011898578],"domain_scores_gemma":[0.9990741,0.00047777366,0.00023865551,0.00009010059,0.000098286175,0.000021092925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000016781334,0.000092210525,0.0001986295,0.00006439208,0.000039593,0.0000029877967,0.00011778046,0.00006700279,0.61458915],"category_scores_gemma":[0.0020623321,0.000087209824,0.000042624553,0.00015406901,0.000007804953,0.00003144033,0.000050021703,0.00015166009,0.00027953435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006117597,0.0014470834,0.00016911651,0.00013864117,0.000025482877,6.889775e-7,0.00055960333,0.00009083172,0.00036255876,0.0000022822383,0.99613565,0.00045628572],"study_design_scores_gemma":[0.018497933,0.10576945,0.34542236,0.011152583,0.00022338625,0.000011353611,0.009272748,0.00011513405,0.024655413,0.00011773815,0.48310786,0.0016540557],"about_ca_topic_score_codex":0.000044228942,"about_ca_topic_score_gemma":0.000037045953,"teacher_disagreement_score":0.6143096,"about_ca_system_score_codex":0.000014804137,"about_ca_system_score_gemma":0.00035208953,"threshold_uncertainty_score":0.3857632},"labels":[],"label_agreement":null},{"id":"W6920748292","doi":"10.6084/m9.figshare.19759418","title":"Additional file 6 of Barriers and facilitators of implementing interventions to improve appropriate antibiotic use in low- and middle-income countries: a systematic review based on the Consolidated Framework for Implementation Research","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Systematic review; Context (archaeology); Key (lock); Work (physics); MEDLINE","score_opus":0.051908936683287346,"score_gpt":0.33799390432864435,"score_spread":0.286084967645357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920748292","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005322705,0.0009617265,0.0000034164188,0.00009010539,0.0000137419875,0.002006118,0.99158895,0.0000055635087,0.0000076593105],"genre_scores_gemma":[0.5295184,0.000029474844,0.00027082945,0.00035738162,0.000005695256,0.0025624388,0.46699548,0.000020353205,0.00023990593],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9986587,0.00039763103,0.00046086003,0.00019271429,0.00007996443,0.00021013073],"domain_scores_gemma":[0.99512994,0.004268516,0.00024822276,0.00018082975,0.00015281767,0.000019666892],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045732374,0.00008616415,0.00028464285,0.00013102891,0.0002506921,0.0000128365355,0.00012639638,0.000045186967,0.58707136],"category_scores_gemma":[0.0053162854,0.00006593922,0.0000680469,0.00024154394,0.000049022834,0.000037577825,0.00013603788,0.00017738745,0.000019856874],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014677887,0.00005866211,0.000111000714,0.40494242,0.00017071565,0.0000022036622,0.0006339141,0.0000018226124,0.00016405847,0.00047555496,0.5932701,0.00002273972],"study_design_scores_gemma":[0.0010046477,0.0008741996,0.0016283644,0.97330815,0.00009732922,0.000005052782,0.011516257,0.00006991569,0.0018403446,0.0001465066,0.009260667,0.00024857424],"about_ca_topic_score_codex":0.000017045486,"about_ca_topic_score_gemma":0.000036363275,"teacher_disagreement_score":0.5870515,"about_ca_system_score_codex":0.000035593297,"about_ca_system_score_gemma":0.00009772248,"threshold_uncertainty_score":0.6364474},"labels":[],"label_agreement":null},{"id":"W6920772046","doi":"10.6084/m9.figshare.13364145.v1","title":"Additional file 22 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Healthcare system; Escherichia coli; Antibiotic resistance; Health care; Antimicrobial; Public healthcare","score_opus":0.05794132581070799,"score_gpt":0.2923609457700117,"score_spread":0.23441961995930372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920772046","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055338786,0.057816308,7.89713e-7,0.0017394993,0.000008009667,0.0016497585,0.93817145,0.000011373856,0.000049435264],"genre_scores_gemma":[0.767608,0.00016756268,0.00007705039,0.0033542698,0.000015331816,0.0010595587,0.22735515,0.000021951328,0.00034114963],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983185,0.0007455589,0.0005314404,0.00021038546,0.000078139245,0.0001160113],"domain_scores_gemma":[0.99880385,0.0002828273,0.00044301455,0.00020376318,0.00023253924,0.000033985136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021118042,0.000111251466,0.0010889572,0.000067668974,0.00010453144,0.0000057561465,0.00009224771,0.00007378024,0.21285067],"category_scores_gemma":[0.0012996137,0.00007414499,0.00019088564,0.000556014,0.000021795524,0.000027861179,0.00006940391,0.00010812161,0.000044723114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010989037,0.00002808964,0.000003728528,0.1972245,0.0062668836,7.466812e-7,0.00048767263,0.000014582695,0.0001973724,0.000018485336,0.79574394,0.0000030250721],"study_design_scores_gemma":[0.003196533,0.0019417608,0.013029954,0.56422704,0.33313224,0.0001280617,0.008060708,0.00046251237,0.0012601629,0.000020113644,0.07276931,0.0017716043],"about_ca_topic_score_codex":0.000115863695,"about_ca_topic_score_gemma":0.0003881141,"teacher_disagreement_score":0.76705456,"about_ca_system_score_codex":0.000038213606,"about_ca_system_score_gemma":0.00020861029,"threshold_uncertainty_score":0.78786886},"labels":[],"label_agreement":null},{"id":"W6920821500","doi":"10.6084/m9.figshare.16456956","title":"Additional file 4 of Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Psychological intervention; Context (archaeology); Antibiotic resistance; MEDLINE; Success factors; Resistance (ecology)","score_opus":0.050314392848554906,"score_gpt":0.3069891974588631,"score_spread":0.2566748046103082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920821500","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08437837,0.0010816853,0.000004574573,0.0003320501,0.00003518879,0.00010896799,0.9139839,0.000009962222,0.00006534764],"genre_scores_gemma":[0.5737198,0.000015882586,0.000025601223,0.00003932881,0.000009631917,0.000013531106,0.42521867,0.000004615417,0.0009529593],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986549,0.00022412013,0.0006411591,0.00021470511,0.00004749126,0.00021763516],"domain_scores_gemma":[0.9979168,0.00089205493,0.00083357125,0.00013906027,0.00020231954,0.000016183325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009085001,0.00011252012,0.0005609575,0.00007266411,0.00031231946,0.000012356271,0.00017555061,0.00013171737,0.81540036],"category_scores_gemma":[0.0009025332,0.00009182672,0.0005650267,0.00043891458,0.00017276865,0.000058237976,0.00017287154,0.00018819509,0.000021285146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039423467,0.000457543,0.00041114844,0.0013904364,0.001472136,0.0000020785724,0.00069842016,7.409431e-7,0.0061174314,0.00007267966,0.98923534,0.00010261497],"study_design_scores_gemma":[0.000462492,0.00009842879,0.90754694,0.011415726,0.00026489742,0.0000028449026,0.0025485202,0.000002260411,0.020408407,0.0000123381915,0.05704182,0.00019531621],"about_ca_topic_score_codex":0.000030465524,"about_ca_topic_score_gemma":0.0011637384,"teacher_disagreement_score":0.9321935,"about_ca_system_score_codex":0.000021505513,"about_ca_system_score_gemma":0.000095988944,"threshold_uncertainty_score":0.3744585},"labels":[],"label_agreement":null},{"id":"W6920823925","doi":"10.6084/m9.figshare.16456950","title":"Additional file 2 of Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Context (archaeology); Psychological intervention; Antibiotic resistance; MEDLINE; Success factors","score_opus":0.04927025098381731,"score_gpt":0.3064708919418784,"score_spread":0.25720064095806106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920823925","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08381965,0.0010882436,0.0000044514913,0.0003325614,0.00003535441,0.00010877429,0.91453457,0.000009963364,0.000066406654],"genre_scores_gemma":[0.5706887,0.000016049398,0.000025386085,0.0000393551,0.000009746083,0.000013538065,0.42823362,0.0000046154137,0.0009689519],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986551,0.0002242604,0.0006409688,0.00021463289,0.00004747602,0.00021756289],"domain_scores_gemma":[0.9979201,0.0008868172,0.00083430327,0.00013895381,0.00020362674,0.000016181897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009041789,0.00011249745,0.000560913,0.000072617266,0.00031223186,0.000012351819,0.00017545508,0.00013171803,0.81823796],"category_scores_gemma":[0.00090427755,0.00009180705,0.00056493096,0.0004388162,0.0001727309,0.0000582266,0.0001729003,0.00018819622,0.000021270464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038289687,0.0004523094,0.00039481607,0.0013748242,0.0014567057,0.000002074639,0.00069050235,7.43959e-7,0.0059410254,0.000071143564,0.98947495,0.000102606275],"study_design_scores_gemma":[0.00046366735,0.000097677796,0.9044891,0.011355283,0.00026577615,0.0000028621334,0.0025435695,0.000002249949,0.020396324,0.000012347449,0.06017522,0.00019591046],"about_ca_topic_score_codex":0.00003065691,"about_ca_topic_score_gemma":0.0011589262,"teacher_disagreement_score":0.9292997,"about_ca_system_score_codex":0.000021508846,"about_ca_system_score_gemma":0.00009589309,"threshold_uncertainty_score":0.3743783},"labels":[],"label_agreement":null},{"id":"W6920841896","doi":"10.6084/m9.figshare.24483565.v1","title":"Additional file 1 of Do clinical and communication skills scores on credentialing exams predict potentially inappropriate antibiotic prescribing?","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Credentialing; MEDLINE; Communication skills; Accreditation","score_opus":0.026825112326112427,"score_gpt":0.267341033530728,"score_spread":0.2405159212046156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920841896","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008269336,0.0003571033,6.404438e-7,0.000023687016,0.000093691124,0.00019719829,0.9893872,0.00009431681,0.0015768268],"genre_scores_gemma":[0.20053706,0.00007603027,0.00012415332,0.000043899836,0.000048645226,0.000022023338,0.7966467,0.00001643585,0.0024850562],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989204,0.00018123422,0.00035786492,0.00027253013,0.00006360814,0.00020436055],"domain_scores_gemma":[0.9979352,0.0014005508,0.00022162868,0.00033302183,0.00008509901,0.000024515859],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009720614,0.00012412918,0.00023140268,0.00008859329,0.00018135061,0.000024254356,0.00024845806,0.00025572896,0.8280001],"category_scores_gemma":[0.0022142478,0.00010859302,0.00009467909,0.00014987652,0.00011862181,0.00007010014,0.0002125662,0.00026012733,0.003280632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040219278,0.00011414045,0.00011481876,0.00009770695,0.00009286919,0.000005110004,0.000043773198,0.0000043901628,0.00030396675,0.000020970847,0.995976,0.0031860431],"study_design_scores_gemma":[0.0013994428,0.00043487758,0.2581393,0.02096819,0.000060471062,0.000026749303,0.00020184007,0.000076028955,0.005289552,0.00017332098,0.7128091,0.00042114986],"about_ca_topic_score_codex":0.000005605245,"about_ca_topic_score_gemma":0.000006674528,"teacher_disagreement_score":0.8247195,"about_ca_system_score_codex":0.000005798489,"about_ca_system_score_gemma":0.00006478145,"threshold_uncertainty_score":0.9974954},"labels":[],"label_agreement":null},{"id":"W6920845603","doi":"10.6084/m9.figshare.16456956.v1","title":"Additional file 4 of Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Psychological intervention; Context (archaeology); Antibiotic resistance; MEDLINE; Success factors; Resistance (ecology)","score_opus":0.050314392848554906,"score_gpt":0.3069891974588631,"score_spread":0.2566748046103082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920845603","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08437837,0.0010816853,0.000004574573,0.0003320501,0.00003518879,0.00010896799,0.9139839,0.000009962222,0.00006534764],"genre_scores_gemma":[0.5737198,0.000015882586,0.000025601223,0.00003932881,0.000009631917,0.000013531106,0.42521867,0.000004615417,0.0009529593],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986549,0.00022412013,0.0006411591,0.00021470511,0.00004749126,0.00021763516],"domain_scores_gemma":[0.9979168,0.00089205493,0.00083357125,0.00013906027,0.00020231954,0.000016183325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009085001,0.00011252012,0.0005609575,0.00007266411,0.00031231946,0.000012356271,0.00017555061,0.00013171737,0.81540036],"category_scores_gemma":[0.0009025332,0.00009182672,0.0005650267,0.00043891458,0.00017276865,0.000058237976,0.00017287154,0.00018819509,0.000021285146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039423467,0.000457543,0.00041114844,0.0013904364,0.001472136,0.0000020785724,0.00069842016,7.409431e-7,0.0061174314,0.00007267966,0.98923534,0.00010261497],"study_design_scores_gemma":[0.000462492,0.00009842879,0.90754694,0.011415726,0.00026489742,0.0000028449026,0.0025485202,0.000002260411,0.020408407,0.0000123381915,0.05704182,0.00019531621],"about_ca_topic_score_codex":0.000030465524,"about_ca_topic_score_gemma":0.0011637384,"teacher_disagreement_score":0.9321935,"about_ca_system_score_codex":0.000021505513,"about_ca_system_score_gemma":0.000095988944,"threshold_uncertainty_score":0.3744585},"labels":[],"label_agreement":null},{"id":"W6920865537","doi":"10.6084/m9.figshare.19174112","title":"Additional file 6 of Optimizing responsiveness to feedback about antibiotic prescribing in primary care: protocol for two interrelated randomized implementation trials with embedded process evaluations","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Protocol (science); Process (computing); Medical prescription; Randomized controlled trial; MEDLINE; Primary care","score_opus":0.04712707135698045,"score_gpt":0.3671177831275942,"score_spread":0.3199907117706137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920865537","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034916695,0.000039796316,0.00002125155,0.000021095004,0.000026013366,0.08675195,0.91243094,0.000027206648,0.00033259677],"genre_scores_gemma":[0.007974776,6.661155e-8,0.0006759038,0.00005740475,0.000012643889,0.3076873,0.68327636,0.000018516579,0.0002970541],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978682,0.000857894,0.00064258144,0.0003018629,0.00009686222,0.00023260187],"domain_scores_gemma":[0.9958215,0.0031641724,0.0005120149,0.00015035374,0.00033493634,0.000017049277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040225257,0.00015357955,0.0006032789,0.000198893,0.00023484361,0.000015356294,0.00018560395,0.00006721553,0.8357826],"category_scores_gemma":[0.0026542048,0.00012698595,0.00012795448,0.0003111037,0.000025970177,0.000094389856,0.0000908257,0.00017002184,0.000059019298],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06566833,0.00014122257,0.0000033004087,0.0008204392,0.00021007686,0.0000031349327,0.0021483263,0.002071192,0.0030537748,0.0000052005885,0.9245612,0.0013138247],"study_design_scores_gemma":[0.57479304,0.002592501,0.0028480252,0.04565551,0.00038916006,0.00007082268,0.02132509,0.0004901869,0.09509186,0.00007540874,0.2551224,0.0015459801],"about_ca_topic_score_codex":0.00000831862,"about_ca_topic_score_gemma":0.00003374831,"teacher_disagreement_score":0.8357236,"about_ca_system_score_codex":0.00013829846,"about_ca_system_score_gemma":0.0007024536,"threshold_uncertainty_score":0.51783365},"labels":[],"label_agreement":null},{"id":"W6920886539","doi":"10.6084/m9.figshare.24454926.v1","title":"Additional file 1 of Quality of antibiotic prescribing for pediatric community-acquired Pneumonia in outpatient care","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Western University; University of Calgary; University of British Columbia; BC Centre for Disease Control; Lawson Health Research Institute","funders":"","keywords":"Pneumonia; Quality (philosophy); Antibiotics; Ambulatory care; MEDLINE","score_opus":0.05376318559791611,"score_gpt":0.28263927822400975,"score_spread":0.22887609262609365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920886539","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036371175,0.00030449103,1.2426386e-7,0.0000068548734,0.000044322915,0.00024302573,0.9626612,0.000029295801,0.0003395182],"genre_scores_gemma":[0.39204603,0.0000025696331,0.000024790283,0.000008990994,0.000010005022,0.000037516147,0.60752267,0.000007046908,0.00034038373],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991338,0.00017898931,0.00033544455,0.00012279252,0.000037832564,0.00019108968],"domain_scores_gemma":[0.9971822,0.002218033,0.00022868387,0.00021242263,0.0001486012,0.000010042568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005803799,0.00009138341,0.0002527998,0.00011831061,0.00009559594,0.0000024322612,0.000192671,0.0001614377,0.6154285],"category_scores_gemma":[0.0022980662,0.000087417895,0.00009972449,0.00025128748,0.000025751337,0.000035947898,0.00010570447,0.00012974945,0.0004585832],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037645274,0.00009351785,0.00035949037,0.0014982515,0.000020418202,7.175726e-7,0.0007359071,0.0000068913714,0.0019191001,0.000005084015,0.99511033,0.00021265043],"study_design_scores_gemma":[0.002022587,0.00065898517,0.72241485,0.008351536,0.00003552132,0.0000026196246,0.008180983,0.000021933647,0.018377138,0.000055521665,0.23938853,0.0004898019],"about_ca_topic_score_codex":0.00003787791,"about_ca_topic_score_gemma":0.000101687576,"teacher_disagreement_score":0.7557218,"about_ca_system_score_codex":0.000018307237,"about_ca_system_score_gemma":0.00008171187,"threshold_uncertainty_score":0.5894312},"labels":[],"label_agreement":null},{"id":"W6920915358","doi":"10.6084/m9.figshare.13364118.v1","title":"Additional file 14 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Escherichia coli; Healthcare system; Health care; Public health; MEDLINE","score_opus":0.058655354090901564,"score_gpt":0.2916943820604685,"score_spread":0.23303902796956694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920915358","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049030303,0.057475854,8.5829e-7,0.0019565367,0.000008540958,0.0016523197,0.93835866,0.000011478703,0.000045424884],"genre_scores_gemma":[0.7684259,0.00016929726,0.000078678415,0.0034490603,0.000015542331,0.001044996,0.22643758,0.000022181883,0.00035679352],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.998316,0.00074472156,0.0005333372,0.00021070095,0.00007884634,0.00011638024],"domain_scores_gemma":[0.99878085,0.00028565357,0.0004427707,0.00020360733,0.000252949,0.000034173554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021527431,0.000111665446,0.0010946069,0.000067178014,0.00010411821,0.0000058012506,0.00009166683,0.00007622814,0.17626017],"category_scores_gemma":[0.0014219566,0.00007425283,0.00019096344,0.0005521588,0.000021919988,0.000027729526,0.000068108646,0.000109549284,0.000045572055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011101143,0.000027810709,0.0000035052676,0.20105238,0.0062799286,7.3340857e-7,0.00053425867,0.000014569385,0.00018645635,0.000017150272,0.79186916,0.0000029695318],"study_design_scores_gemma":[0.0032282555,0.0018916344,0.011720078,0.5712724,0.3276149,0.00012320947,0.0071018087,0.00043296808,0.0012548781,0.000019176423,0.07360078,0.0017399226],"about_ca_topic_score_codex":0.00010545921,"about_ca_topic_score_gemma":0.00046377373,"teacher_disagreement_score":0.7679356,"about_ca_system_score_codex":0.000037294445,"about_ca_system_score_gemma":0.00020517284,"threshold_uncertainty_score":0.8244929},"labels":[],"label_agreement":null},{"id":"W6920928902","doi":"10.6084/m9.figshare.21256636","title":"Additional file 2 of Non-prescribed antibiotic use for children at community levels in low- and middle-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quality (philosophy); MEDLINE; Quality assessment; Primary care; Data quality","score_opus":0.05189980954571283,"score_gpt":0.25785875215691423,"score_spread":0.2059589426112014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920928902","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012884067,0.01928888,2.824557e-7,0.000030498428,0.0000045432125,0.0009846123,0.978377,0.000009498014,0.000016276117],"genre_scores_gemma":[0.11901436,0.00006075291,0.00005472381,0.0004304113,0.000002130188,0.0005124926,0.8768589,0.000013116399,0.0030531348],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99876046,0.00041215745,0.0004139105,0.00019344746,0.00004924289,0.00017078365],"domain_scores_gemma":[0.99670273,0.0025468075,0.0003175594,0.0003369078,0.0000783098,0.000017671535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015185548,0.00015136192,0.0011793848,0.00011421019,0.00032438716,0.0000110878655,0.00019976626,0.00007775774,0.8967526],"category_scores_gemma":[0.0012755976,0.00012073268,0.00026762276,0.00024155312,0.00004526188,0.00006835224,0.00030271572,0.00020690022,0.000074641044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021953294,0.000080653335,0.00004845234,0.13327838,0.019193161,0.0000031002214,0.00015045486,0.0000027993183,0.000010553098,0.0000027347435,0.8472075,2.4669808e-7],"study_design_scores_gemma":[0.0048201587,0.0010931444,0.24760684,0.3142237,0.3857258,0.0006132794,0.0013225185,0.00012494362,0.0009828816,0.00004981868,0.040818617,0.0026182847],"about_ca_topic_score_codex":0.000040447714,"about_ca_topic_score_gemma":0.00013619555,"teacher_disagreement_score":0.8966779,"about_ca_system_score_codex":0.000032168988,"about_ca_system_score_gemma":0.000036100668,"threshold_uncertainty_score":0.49233356},"labels":[],"label_agreement":null},{"id":"W6920935938","doi":"10.6084/m9.figshare.27042290.v1","title":"Additional file 1 of Process evaluation of two large randomized controlled trials to understand factors influencing family physicians’ use of antibiotic audit and feedback reports","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Sunnybrook Health Science Centre; Western University; University of Toronto; Toronto East General Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; Women's College Hospital","funders":"","keywords":"Audit; Process (computing); Randomized controlled trial; Protocol (science); MEDLINE","score_opus":0.06677272209814356,"score_gpt":0.31626809101132786,"score_spread":0.2494953689131843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920935938","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11567543,0.0020236482,0.000003944352,0.000008203224,0.000084179046,0.0011689415,0.880791,0.000017163977,0.00022747279],"genre_scores_gemma":[0.78501236,0.0000069433854,0.000025134117,0.0000187583,0.000017001612,0.000031387714,0.21457404,0.000010249736,0.00030410007],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99808276,0.000503253,0.0008950321,0.00023324709,0.00014040394,0.00014527861],"domain_scores_gemma":[0.99216473,0.0064404006,0.0007821219,0.00014287361,0.00045507017,0.000014780071],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064889435,0.00014713255,0.0014846951,0.00014111464,0.000044403838,0.000014485749,0.00005611148,0.00012641354,0.59811217],"category_scores_gemma":[0.017171996,0.00010106474,0.00029742758,0.00018026165,0.000054201522,0.000118308715,0.00003068155,0.00009129227,0.000037783586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039651114,0.00007587874,0.000010326928,0.00075337425,0.0010769495,0.0000036805711,0.0009128587,0.00005701463,0.01207177,0.000017793944,0.980843,0.00021223178],"study_design_scores_gemma":[0.42851356,0.0009173771,0.020647507,0.21722424,0.0070373565,0.000064363834,0.02326569,0.0019011134,0.24062367,0.0019303617,0.055901453,0.0019733137],"about_ca_topic_score_codex":0.0000120621935,"about_ca_topic_score_gemma":0.00001529711,"teacher_disagreement_score":0.92494154,"about_ca_system_score_codex":0.000022558384,"about_ca_system_score_gemma":0.00029922056,"threshold_uncertainty_score":0.9911068},"labels":[],"label_agreement":null},{"id":"W6920993653","doi":"10.6084/m9.figshare.26739972.v1","title":"Additional file 3 of Integrated surveillance systems for antibiotic resistance in a One Health context: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Montréal; York University","funders":"","keywords":"Antibiotic resistance; MEDLINE; Public health; Public health surveillance; Health care","score_opus":0.043548355930614145,"score_gpt":0.29131796604248716,"score_spread":0.247769610111873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920993653","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015919023,0.32440162,0.0000025833008,0.00011571448,0.000061617946,0.00061581325,0.6745296,0.00003500231,0.00023645759],"genre_scores_gemma":[0.006534324,0.0012122402,0.000057418194,0.00020636608,0.000024166444,0.00023693443,0.988554,0.000017306465,0.0031572415],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989117,0.000116470444,0.00042384752,0.00027061932,0.000035017743,0.0002423577],"domain_scores_gemma":[0.99818057,0.001367799,0.00016436401,0.00015865712,0.00011276697,0.000015824027],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009957287,0.000120901044,0.00045779094,0.00007153721,0.000052664025,0.000012164129,0.00012779367,0.000108662556,0.78647846],"category_scores_gemma":[0.0016138271,0.00010545397,0.000085344764,0.00028156303,0.000024779576,0.00004705331,0.0000226222,0.00015572223,0.00088486396],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019042904,0.00002833917,9.91084e-7,0.04187649,0.000038035858,0.000003800008,0.00001973537,2.2493974e-7,0.000027696397,0.000064173466,0.95751363,0.00040783233],"study_design_scores_gemma":[0.00010262318,0.000031105075,0.00013914877,0.55181354,0.0000020315454,0.0000040960267,0.000021936396,0.0000060369885,0.00003963056,0.0000030412266,0.4477642,0.000072656956],"about_ca_topic_score_codex":0.00002805979,"about_ca_topic_score_gemma":0.0007223724,"teacher_disagreement_score":0.78559357,"about_ca_system_score_codex":0.00005925209,"about_ca_system_score_gemma":0.00057664735,"threshold_uncertainty_score":0.99989307},"labels":[],"label_agreement":null},{"id":"W6921013789","doi":"10.6084/m9.figshare.16640916.v1","title":"Additional file 1 of Impact of a hospital-wide computerised approach to optimise the quality of antimicrobial prescriptions in patients with severe obesity: a quasi-experimental study","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Dosing; Medical prescription; Antimicrobial; Quality (philosophy); Table (database); Class (philosophy)","score_opus":0.01873878959184016,"score_gpt":0.2769109091522639,"score_spread":0.25817211956042374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921013789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9216048,0.000015374273,0.000020835352,0.0000073756196,0.000026288282,0.0006906369,0.07699965,5.739107e-7,0.0006344802],"genre_scores_gemma":[0.99027085,3.5680208e-7,0.0029619564,0.000008671248,0.0000029506032,0.00001862092,0.0062280954,0.000005663607,0.0005028379],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990252,0.00024594655,0.0003298434,0.00022042263,0.000053077587,0.00012547524],"domain_scores_gemma":[0.9991235,0.00024997472,0.00021037635,0.0002692457,0.00013251528,0.000014353185],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009298557,0.00010506972,0.00035099403,0.00003481245,0.000053975273,0.00000999863,0.0002714418,0.00006014592,0.06492878],"category_scores_gemma":[0.00008186456,0.0000705744,0.00007506513,0.00017290328,0.00014164555,0.00006768366,0.000226786,0.000087461645,0.000017369732],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003426927,0.15559983,0.21804664,0.000091855036,0.0020902099,0.000007645777,0.022462998,0.00041305323,0.01633179,0.000016516893,0.5808784,0.0006341621],"study_design_scores_gemma":[0.002593222,0.0024979175,0.9829822,0.00031876194,0.000030932846,0.0000022928823,0.0041464986,0.0000044303374,0.0065519763,7.846653e-7,0.00070362375,0.0001673259],"about_ca_topic_score_codex":0.0002351029,"about_ca_topic_score_gemma":0.000068797664,"teacher_disagreement_score":0.7649356,"about_ca_system_score_codex":0.00002478224,"about_ca_system_score_gemma":0.00018676832,"threshold_uncertainty_score":0.935926},"labels":[],"label_agreement":null},{"id":"W6921054507","doi":"10.6084/m9.figshare.7026764.v2","title":"Additional file 1 of Rationale and development of a business case for antimicrobial stewardship programs in acute care hospital settings","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Calgary; Children's Hospital of Eastern Ontario; Vancouver General Hospital; McGill University Health Centre; Sunnybrook Health Science Centre; University of Manitoba; Foothills Medical Centre; University of Toronto; University Health Network; Alberta Health Services","funders":"","keywords":"Staffing; Antimicrobial stewardship; Acute care; Stewardship (theology); Legislature; MEDLINE; Business case","score_opus":0.023657145624080587,"score_gpt":0.22896192724228734,"score_spread":0.20530478161820676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921054507","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028802358,0.0000746376,5.430074e-7,0.000025228386,0.000023139468,0.00034234332,0.97069377,0.000016497817,0.00002148757],"genre_scores_gemma":[0.058850314,8.61995e-7,0.0009180479,0.000010365254,0.000009778661,0.00023360467,0.9395571,0.0000074963823,0.00041246574],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995228,0.000011537192,0.00017761384,0.00013654814,0.000020374335,0.00013111485],"domain_scores_gemma":[0.99939984,0.00024868685,0.00010354889,0.000053964493,0.00018650062,0.0000074377085],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000153824,0.000072532675,0.00013882281,0.000060071994,0.00006667418,0.000004064379,0.000053980224,0.00010062705,0.3058305],"category_scores_gemma":[0.00026932708,0.000066994784,0.000026633188,0.00015171806,0.000025650828,0.000036592526,0.000052606618,0.00004669972,0.00011832223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022976104,0.000044805045,0.000020212638,0.00065136555,0.000047695186,0.00003227958,0.0013145014,6.8714854e-7,0.0006755931,0.0000010774154,0.995308,0.0018808313],"study_design_scores_gemma":[0.0012112393,0.00010180876,0.015569186,0.0059292144,0.0000147352175,0.00013554607,0.0031970164,0.0000045715065,0.011866177,0.0000042331717,0.9617181,0.00024817698],"about_ca_topic_score_codex":0.000002322415,"about_ca_topic_score_gemma":0.00004108258,"teacher_disagreement_score":0.3057122,"about_ca_system_score_codex":0.0000104227465,"about_ca_system_score_gemma":0.00018291711,"threshold_uncertainty_score":0.6948041},"labels":[],"label_agreement":null},{"id":"W6921138439","doi":"10.6084/m9.figshare.27042293","title":"Additional file 2 of Process evaluation of two large randomized controlled trials to understand factors influencing family physicians’ use of antibiotic audit and feedback reports","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Sunnybrook Health Science Centre; Western University; University of Toronto; Toronto East General Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; Women's College Hospital","funders":"","keywords":"Audit; Randomized controlled trial; Process (computing); Protocol (science); MEDLINE","score_opus":0.06483714685933376,"score_gpt":0.31573136637339383,"score_spread":0.2508942195140601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921138439","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11534066,0.0020579551,0.000003877304,0.00000818527,0.000084834486,0.0011699796,0.88108456,0.000017203132,0.00023273438],"genre_scores_gemma":[0.7842244,0.0000071140876,0.000024651777,0.000018772778,0.00001724173,0.000030864998,0.2153615,0.000010244159,0.00030522785],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9980828,0.00050310185,0.0008954004,0.00023309038,0.00014037304,0.00014523108],"domain_scores_gemma":[0.9922466,0.006358663,0.00078313006,0.00014262882,0.00045416574,0.000014778467],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064569036,0.00014709022,0.0014850235,0.00014103105,0.00004440678,0.000014514191,0.000056083223,0.0001264142,0.59396833],"category_scores_gemma":[0.01698755,0.00010103485,0.00029737555,0.00018013487,0.000054200842,0.00011838206,0.000030677646,0.00009127325,0.000037418697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039679063,0.00007628466,0.000010086825,0.00076383504,0.0010830398,0.0000037928844,0.00091871363,0.000057585803,0.011761884,0.000018179073,0.9811199,0.0002188196],"study_design_scores_gemma":[0.43099737,0.0009173044,0.020342048,0.21477078,0.0070126783,0.00006447811,0.023045607,0.0018891763,0.23922566,0.0019438101,0.057821974,0.001969111],"about_ca_topic_score_codex":0.000012172117,"about_ca_topic_score_gemma":0.000015378997,"teacher_disagreement_score":0.9232979,"about_ca_system_score_codex":0.00002256423,"about_ca_system_score_gemma":0.00029801586,"threshold_uncertainty_score":0.9912928},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W6921177233","doi":"10.6084/m9.figshare.26636844","title":"Additional file 1 of Adherence to evidence-based implementation of antimicrobial treatment guidelines among prescribers in sub-Saharan Africa: a systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; McGill University","funders":"","keywords":"MEDLINE; Systematic review; Antimicrobial; Antimicrobial drug; Anti-Infective Agents","score_opus":0.14185171716712208,"score_gpt":0.367893186129671,"score_spread":0.2260414689625489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921177233","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026918262,0.33756447,0.00010507962,0.0011252942,0.00007530434,0.0074345,0.62644243,0.0000067804544,0.00032789062],"genre_scores_gemma":[0.8827099,0.011771762,0.017978456,0.0005874279,0.000026437909,0.0032310586,0.05008882,0.00006264665,0.03354344],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99877375,0.00019266781,0.000634846,0.000253989,0.00003744912,0.00010729522],"domain_scores_gemma":[0.9988064,0.0007171203,0.0001922588,0.00017877636,0.000091924754,0.000013477527],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002570379,0.00011720569,0.00094428525,0.00013986594,0.000024205141,0.000018860545,0.00015032201,0.000047931044,0.3760165],"category_scores_gemma":[0.00019832113,0.00007709999,0.00023499154,0.0003998945,0.00006876548,0.000112945396,0.000044174172,0.000034120352,0.000098540506],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039757917,0.00012658701,0.000037493886,0.018351208,0.032883715,0.000009157084,0.00043724844,0.000014792072,0.0079055745,0.0000022611869,0.9395808,0.0006113894],"study_design_scores_gemma":[0.0010753467,0.0014730863,0.002513632,0.16672792,0.6845818,0.000020202773,0.0012430161,0.000064519474,0.10143074,0.000007618323,0.03991088,0.00095120573],"about_ca_topic_score_codex":0.0003954338,"about_ca_topic_score_gemma":0.001636795,"teacher_disagreement_score":0.89966995,"about_ca_system_score_codex":0.000022674492,"about_ca_system_score_gemma":0.00012525877,"threshold_uncertainty_score":0.6245539},"labels":[],"label_agreement":null},{"id":"W6921177514","doi":"10.6084/m9.figshare.c.3618944_d1","title":"MOESM1 of Antibiotic use and resistance: a cross-sectional study exploring knowledge and attitudes among school and institution personnel in Tbilisi, Republic of Georgia","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Institution; The Republic; Academic institution; Quarter (Canadian coin); Knowledge level","score_opus":0.1039109656766419,"score_gpt":0.3003800775439595,"score_spread":0.1964691118673176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921177514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906895,0.0064897053,3.0552548e-7,0.0000033363895,0.00007207304,0.00026124917,0.0023261306,0.000016275475,0.00014139351],"genre_scores_gemma":[0.99893486,0.000052256317,0.000024558738,0.000002805763,0.000014015574,0.000008190052,0.000565631,0.000008029342,0.00038966062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911547,0.00008999321,0.00029254367,0.0003026072,0.00004347852,0.00015592715],"domain_scores_gemma":[0.99937874,0.00011114054,0.00013154538,0.0001569011,0.00018117178,0.00004050033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019811306,0.00012274134,0.00025174714,0.0001435385,0.00009770297,0.000034660126,0.00007361963,0.00014896398,0.00036825245],"category_scores_gemma":[0.0011234971,0.00010837816,0.00002174662,0.00015160332,0.0001693382,0.00047031968,0.00013148376,0.00017501404,0.000010000846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001300828,0.00018980104,0.99488217,0.0004033338,0.000054267814,0.0000062666713,0.0024049531,0.0000020776115,0.0014207459,0.000042688618,0.00042960848,0.00003399372],"study_design_scores_gemma":[0.0014040809,0.00011831912,0.9941615,0.00107869,0.000010720172,0.0000101248215,0.001543017,0.0000038988933,0.001354454,0.0000081783855,0.00019859427,0.00010841845],"about_ca_topic_score_codex":0.00015701372,"about_ca_topic_score_gemma":0.0009365676,"teacher_disagreement_score":0.008245321,"about_ca_system_score_codex":0.000034867604,"about_ca_system_score_gemma":0.000109683904,"threshold_uncertainty_score":0.4419533},"labels":[],"label_agreement":null},{"id":"W6921185994","doi":"10.6084/m9.figshare.27042293.v1","title":"Additional file 2 of Process evaluation of two large randomized controlled trials to understand factors influencing family physicians’ use of antibiotic audit and feedback reports","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Sunnybrook Health Science Centre; Western University; University of Toronto; Toronto East General Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; Women's College Hospital","funders":"","keywords":"Audit; Randomized controlled trial; Process (computing); Protocol (science); MEDLINE","score_opus":0.06483714685933376,"score_gpt":0.31573136637339383,"score_spread":0.2508942195140601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921185994","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11534066,0.0020579551,0.000003877304,0.00000818527,0.000084834486,0.0011699796,0.88108456,0.000017203132,0.00023273438],"genre_scores_gemma":[0.7842244,0.0000071140876,0.000024651777,0.000018772778,0.00001724173,0.000030864998,0.2153615,0.000010244159,0.00030522785],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9980828,0.00050310185,0.0008954004,0.00023309038,0.00014037304,0.00014523108],"domain_scores_gemma":[0.9922466,0.006358663,0.00078313006,0.00014262882,0.00045416574,0.000014778467],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064569036,0.00014709022,0.0014850235,0.00014103105,0.00004440678,0.000014514191,0.000056083223,0.0001264142,0.59396833],"category_scores_gemma":[0.01698755,0.00010103485,0.00029737555,0.00018013487,0.000054200842,0.00011838206,0.000030677646,0.00009127325,0.000037418697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039679063,0.00007628466,0.000010086825,0.00076383504,0.0010830398,0.0000037928844,0.00091871363,0.000057585803,0.011761884,0.000018179073,0.9811199,0.0002188196],"study_design_scores_gemma":[0.43099737,0.0009173044,0.020342048,0.21477078,0.0070126783,0.00006447811,0.023045607,0.0018891763,0.23922566,0.0019438101,0.057821974,0.001969111],"about_ca_topic_score_codex":0.000012172117,"about_ca_topic_score_gemma":0.000015378997,"teacher_disagreement_score":0.9232979,"about_ca_system_score_codex":0.00002256423,"about_ca_system_score_gemma":0.00029801586,"threshold_uncertainty_score":0.9912928},"labels":[],"label_agreement":null},{"id":"W6921214529","doi":"10.6084/m9.figshare.26122833","title":"Additional file 2 of Integrated surveillance systems for antibiotic resistance in a One Health context: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Montréal; York University","funders":"","keywords":"Antibiotic resistance; MEDLINE; Public health; Public health surveillance; Health care","score_opus":0.04282776889573665,"score_gpt":0.29115978719573077,"score_spread":0.24833201829999413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921214529","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001567315,0.32556784,0.0000025109591,0.00011544994,0.000061277264,0.00061360997,0.673363,0.00003497195,0.00023982387],"genre_scores_gemma":[0.0063523995,0.0012237264,0.000056742745,0.00020614802,0.000024194862,0.00023640707,0.98878086,0.000017251981,0.0031022646],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989118,0.00011654175,0.00042384712,0.00027053824,0.00003500231,0.00024228949],"domain_scores_gemma":[0.9981886,0.0013608573,0.00016456064,0.00015859414,0.00011156395,0.000015823054],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009909088,0.00012088047,0.0004578537,0.000071515205,0.000052672178,0.000012165276,0.00012780333,0.00010867218,0.7874704],"category_scores_gemma":[0.0015954303,0.00010544685,0.00008533411,0.00028145325,0.000024777526,0.000047049165,0.00002263509,0.00015571862,0.0008665017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001883902,0.000028353608,9.597426e-7,0.041580345,0.000038080692,0.0000038565695,0.000019757577,2.2599643e-7,0.000026712696,0.000065689695,0.9578041,0.00041306717],"study_design_scores_gemma":[0.000101898644,0.000031144515,0.00013775672,0.5497988,0.000002041815,0.0000041414746,0.000021815138,0.0000059870654,0.00003856516,0.000003055125,0.44978228,0.00007248272],"about_ca_topic_score_codex":0.000028022878,"about_ca_topic_score_gemma":0.000721722,"teacher_disagreement_score":0.7866039,"about_ca_system_score_codex":0.000059039936,"about_ca_system_score_gemma":0.00057385693,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W6921464647","doi":"10.6084/m9.figshare.c.3824260_d1","title":"Additional file 1: of Deregulation of sale of over-the-counter drugs outside of pharmacies in the Republic of Korea: interrupted-time-series analysis of outpatient visits before and after the policy","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Migraine; Table (database); Life table; Deregulation; Quarter (Canadian coin)","score_opus":0.010846045983958968,"score_gpt":0.2537040363291561,"score_spread":0.24285799034519714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921464647","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2983167,0.0002130444,2.0142348e-7,0.00009236201,0.000008179867,0.00011082617,0.7008725,0.0000013456565,0.00038485354],"genre_scores_gemma":[0.9421165,0.00000580651,0.0000093434,0.000022419146,0.000007731238,0.00001763743,0.057444356,0.000003754202,0.00037245982],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99929404,0.00008127229,0.00037673308,0.00009474083,0.00006989282,0.00008333801],"domain_scores_gemma":[0.9982599,0.00038709556,0.0007926092,0.00035179415,0.00020410186,0.0000045009256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000071781666,0.00008045208,0.00029920434,0.00013289267,0.000047028338,0.0000040190566,0.0002728867,0.000078758436,0.25433987],"category_scores_gemma":[0.0005587828,0.000043271306,0.00013870226,0.00015857148,0.0002666554,0.000091208894,0.00011640131,0.00007037128,0.000003937944],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010582892,0.00049248344,0.019225163,0.00108841,0.0029517033,0.0000011833221,0.025271576,0.000028007527,0.008551207,0.00015708365,0.9377189,0.0034559441],"study_design_scores_gemma":[0.00032064118,0.00013604673,0.96643984,0.0013480422,0.00016639067,0.0000020321845,0.00101421,0.00003583682,0.022542179,0.00004321346,0.00789346,0.00005811511],"about_ca_topic_score_codex":0.00010676981,"about_ca_topic_score_gemma":0.0002682524,"teacher_disagreement_score":0.94721466,"about_ca_system_score_codex":0.00000625296,"about_ca_system_score_gemma":0.000046478413,"threshold_uncertainty_score":0.74634176},"labels":[],"label_agreement":null},{"id":"W6921483867","doi":"10.6084/m9.figshare.7026764","title":"Additional file 1 of Rationale and development of a business case for antimicrobial stewardship programs in acute care hospital settings","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Calgary; Children's Hospital of Eastern Ontario; Vancouver General Hospital; McGill University Health Centre; Sunnybrook Health Science Centre; University of Manitoba; Foothills Medical Centre; University of Toronto; University Health Network; Alberta Health Services","funders":"","keywords":"Staffing; Antimicrobial stewardship; Acute care; Stewardship (theology); Legislature; MEDLINE; Business case","score_opus":0.023657145624080587,"score_gpt":0.22896192724228734,"score_spread":0.20530478161820676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921483867","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028802358,0.0000746376,5.430074e-7,0.000025228386,0.000023139468,0.00034234332,0.97069377,0.000016497817,0.00002148757],"genre_scores_gemma":[0.058850314,8.61995e-7,0.0009180479,0.000010365254,0.000009778661,0.00023360467,0.9395571,0.0000074963823,0.00041246574],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995228,0.000011537192,0.00017761384,0.00013654814,0.000020374335,0.00013111485],"domain_scores_gemma":[0.99939984,0.00024868685,0.00010354889,0.000053964493,0.00018650062,0.0000074377085],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000153824,0.000072532675,0.00013882281,0.000060071994,0.00006667418,0.000004064379,0.000053980224,0.00010062705,0.3058305],"category_scores_gemma":[0.00026932708,0.000066994784,0.000026633188,0.00015171806,0.000025650828,0.000036592526,0.000052606618,0.00004669972,0.00011832223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022976104,0.000044805045,0.000020212638,0.00065136555,0.000047695186,0.00003227958,0.0013145014,6.8714854e-7,0.0006755931,0.0000010774154,0.995308,0.0018808313],"study_design_scores_gemma":[0.0012112393,0.00010180876,0.015569186,0.0059292144,0.0000147352175,0.00013554607,0.0031970164,0.0000045715065,0.011866177,0.0000042331717,0.9617181,0.00024817698],"about_ca_topic_score_codex":0.000002322415,"about_ca_topic_score_gemma":0.00004108258,"teacher_disagreement_score":0.3057122,"about_ca_system_score_codex":0.0000104227465,"about_ca_system_score_gemma":0.00018291711,"threshold_uncertainty_score":0.6948041},"labels":[],"label_agreement":null},{"id":"W6923444173","doi":"10.14288/1.0433584","title":"Anti-infective Guidelines for Community-Acquired Infections","year":2023,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Key (lock); Guideline; Health care; Public health","score_opus":0.029354791298869278,"score_gpt":0.24114171371065135,"score_spread":0.21178692241178207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923444173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963605,0.00024301367,0.0012649955,0.00017690564,0.00040143516,0.0002578341,0.00036574632,0.00019813358,0.00073143287],"genre_scores_gemma":[0.99452597,0.00029783312,0.00011087124,0.000056901503,0.000017368802,6.766197e-7,0.00016758413,0.000011397151,0.004811407],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99931556,0.00011901307,0.00012261154,0.00018096068,0.000027787653,0.0002340761],"domain_scores_gemma":[0.9990866,0.00016940775,0.00009584376,0.00023139935,0.00039558686,0.000021122136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026457783,0.00003974473,0.00025624305,0.000060694227,0.00088190637,0.000020055186,0.00021857499,0.00017291249,0.00009658384],"category_scores_gemma":[0.00014893648,0.00012564061,0.00014954762,0.00033602226,0.00038963574,0.00011683938,0.0001193214,0.000121053265,0.00015731574],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052891843,0.0010001905,0.1043664,0.0005251611,0.001092101,0.000068058514,0.0017008984,0.00005796359,0.092702515,0.000044808607,0.47006056,0.32832846],"study_design_scores_gemma":[0.0012591518,0.00013912583,0.9854115,0.00014235258,0.0000629656,0.000033938813,0.0040624915,0.000018227967,0.00005672661,0.00031744354,0.008345605,0.00015044157],"about_ca_topic_score_codex":0.06427756,"about_ca_topic_score_gemma":0.1551178,"teacher_disagreement_score":0.8810451,"about_ca_system_score_codex":0.000024285562,"about_ca_system_score_gemma":0.000055117245,"threshold_uncertainty_score":0.9419535},"labels":[],"label_agreement":null},{"id":"W6925270055","doi":"10.17605/osf.io/ygjcd","title":"Exploring the Barriers and Facilitators to Vaccination among the Immunocompromised Population- A Scoping Review Protocol","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Protocol (science); Vaccination; Health care; MEDLINE; Confidentiality","score_opus":0.035035477101510136,"score_gpt":0.344066819200873,"score_spread":0.3090313420993629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925270055","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006776549,0.01763343,0.0005984001,0.007033802,0.004135027,0.80981797,0.00009139114,0.00031081954,0.15360259],"genre_scores_gemma":[0.02505796,0.003705481,0.002668981,0.007472153,0.00026818117,0.5437344,0.00007254788,0.00052113336,0.4164992],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843615,0.00027603572,0.00028188876,0.000540795,0.00013830712,0.00032684644],"domain_scores_gemma":[0.9986542,0.00016432597,0.0002496316,0.00085762,0.000033244592,0.00004097104],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016172632,0.00019953554,0.00031828805,0.00010503436,0.001606799,0.0002001106,0.0021999348,0.00010062208,0.0073485035],"category_scores_gemma":[0.00081162364,0.00011014837,0.000047358157,0.0008550613,0.00041537636,0.00022532883,0.0010958852,0.00053467386,0.00008250187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006281689,0.00025357533,0.056287263,0.019932112,0.00096093095,0.000025196463,0.019479534,0.00007787955,0.0027064409,0.029857228,0.6460428,0.22374882],"study_design_scores_gemma":[0.00081395067,0.00020611548,0.041527968,0.078986764,0.000113096685,0.000015766982,0.0035504515,0.0000030625945,0.00033109842,0.0004917878,0.87292427,0.0010356767],"about_ca_topic_score_codex":0.00060670497,"about_ca_topic_score_gemma":0.00015533452,"teacher_disagreement_score":0.26608363,"about_ca_system_score_codex":0.00006981607,"about_ca_system_score_gemma":0.00021461287,"threshold_uncertainty_score":0.999693},"labels":[],"label_agreement":null},{"id":"W6926480124","doi":"10.25316/ir-14837","title":"Nanaimo Free Press [Wednesday, May 4, 1887]","year":2020,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.008845399250676967,"score_gpt":0.19321098222799948,"score_spread":0.18436558297732253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926480124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000018645898,0.003948066,0.00042361938,0.00034642796,0.0050445707,0.00032712848,0.0006319484,0.00038520683,0.9888912],"genre_scores_gemma":[0.0007353105,0.0018725939,0.00010570618,0.00013628534,0.00020280667,4.190419e-7,0.00000788402,0.00023318446,0.99670583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984264,0.00015108412,0.00014159366,0.0006941869,0.000083369494,0.00050341646],"domain_scores_gemma":[0.99881977,0.00005176295,0.00027041114,0.0007492521,0.000034902594,0.000073898234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000037935064,0.00047969888,0.0006343431,0.00031265614,0.00017490372,0.000018104389,0.0009028724,0.0009561287,0.0031867684],"category_scores_gemma":[0.000026493894,0.0004468937,0.00022671916,0.0003020384,0.00033527825,0.000070264425,0.00038636115,0.00058421365,0.000908369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013685251,0.0000729978,0.0000048895135,0.00015612441,0.00056466175,0.00030349748,0.00017468358,0.0000013737935,0.0003753025,0.0013679143,0.9966909,0.00015076927],"study_design_scores_gemma":[0.001983877,0.00009520774,0.0000038090868,0.00028175508,0.00026912292,0.00000634308,0.00048702484,9.1149616e-7,0.00054556376,0.000016461441,0.99575233,0.00055760646],"about_ca_topic_score_codex":0.001394072,"about_ca_topic_score_gemma":0.0047458746,"teacher_disagreement_score":0.007814642,"about_ca_system_score_codex":0.00006972891,"about_ca_system_score_gemma":0.0001393528,"threshold_uncertainty_score":0.9998695},"labels":[],"label_agreement":null},{"id":"W6929464737","doi":"10.48550/arxiv.astro-ph/0002292","title":"The Globular Cluster Systems in the Coma Ellipticals. III: The Unique Case of IC 4051","year":2000,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Globular cluster; Coma Cluster; Metallicity; Galaxy; Luminosity; Halo; Coma (optics); Brightest cluster galaxy","score_opus":0.031129591809128537,"score_gpt":0.18262209712016772,"score_spread":0.1514925053110392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929464737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876749,0.005456045,0.001125228,0.0005117794,0.0006125813,0.000803277,0.00003935874,0.000029182682,0.0037476537],"genre_scores_gemma":[0.99236315,0.002266637,0.0000020560597,0.00013524311,0.00003249986,0.0000012100464,0.000017141592,0.000013226288,0.0051688026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976847,0.0011613762,0.00032800442,0.0004351368,0.000026920005,0.00036383045],"domain_scores_gemma":[0.9977565,0.000723027,0.00024185982,0.0011897769,0.000070019916,0.000018855706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007089062,0.00025826492,0.0003701899,0.00006996462,0.00040237934,0.00003489649,0.0011991845,0.0005529196,0.000053110325],"category_scores_gemma":[0.00002441322,0.00013628125,0.00020336952,0.00027187212,0.0009815367,0.000034859117,0.00036527152,0.0010256493,0.00009445846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00379516,0.0015019062,0.009704461,0.0011548811,0.0036535095,0.014573088,0.01183655,0.080209486,0.0020515318,0.8480972,0.022176538,0.0012456703],"study_design_scores_gemma":[0.030824572,0.002236231,0.025964102,0.009084051,0.0090814065,0.017321749,0.18066268,0.046070855,0.010104115,0.09562597,0.5638455,0.00917875],"about_ca_topic_score_codex":0.0020253016,"about_ca_topic_score_gemma":0.0009431533,"teacher_disagreement_score":0.75247127,"about_ca_system_score_codex":0.000064836975,"about_ca_system_score_gemma":0.000118522825,"threshold_uncertainty_score":0.5557388},"labels":[],"label_agreement":null},{"id":"W6930226857","doi":"10.5281/zenodo.12266248","title":"livre de physique optique pdf","year":2024,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Limiting; Filter (signal processing); Context (archaeology)","score_opus":0.014279870920531628,"score_gpt":0.22938628647418974,"score_spread":0.21510641555365811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930226857","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007349378,0.009307185,0.0024013112,0.0025800637,0.0007995263,0.000536314,0.00034340716,0.0007035544,0.9825937],"genre_scores_gemma":[0.016355166,0.0039003203,0.00020372165,0.00032664023,0.00050538016,3.4275715e-8,0.0015122622,0.005380729,0.97181576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727184,0.0008259608,0.0003348146,0.0007414456,0.000094895986,0.0007310211],"domain_scores_gemma":[0.99883294,0.0000319158,0.00016387,0.0005924329,0.00025816125,0.00012066954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005013026,0.00036687555,0.0003742391,0.00028481986,0.0012665584,0.0004416196,0.001169539,0.0007192609,0.4205324],"category_scores_gemma":[0.00026288113,0.00036995,0.00017463497,0.0003916599,0.0006683274,0.00008315984,0.0011092891,0.0011574434,0.5954261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007341862,0.0002471754,7.9099647e-7,0.0008973098,0.00049803196,0.000109287226,0.0013773707,0.000006504627,0.029884614,0.027622728,0.90991944,0.029363355],"study_design_scores_gemma":[0.00037779027,0.00028999502,0.00008741023,0.0008433831,0.00011306732,0.0004701099,0.0004139013,0.000013224541,0.0024289975,0.00040223962,0.9941745,0.0003854169],"about_ca_topic_score_codex":0.000064856365,"about_ca_topic_score_gemma":0.0000042258143,"teacher_disagreement_score":0.17489365,"about_ca_system_score_codex":0.0002899196,"about_ca_system_score_gemma":0.000018949844,"threshold_uncertainty_score":0.99987525},"labels":[],"label_agreement":null},{"id":"W6930859855","doi":"10.5281/zenodo.2204560","title":"PARTHENOS D2.1 Report on User Requirements","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Prairie Improvement Network; Canarie","funders":"","keywords":"Deliverable; User requirements document; Requirements analysis; Work (physics); Point (geometry); User interface","score_opus":0.03515548712372884,"score_gpt":0.25303943153139274,"score_spread":0.2178839444076639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930859855","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46283334,0.000555572,0.0075221243,0.006336731,0.0013738894,0.0011534701,0.00040443588,0.0022449929,0.51757544],"genre_scores_gemma":[0.96180636,0.00010715809,0.000028743008,0.00018782596,0.00006291878,1.545767e-8,0.00037867427,0.00049394276,0.036934365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987335,0.00023767672,0.00023324719,0.00037139156,0.00008755942,0.00033660672],"domain_scores_gemma":[0.9991185,0.000027759936,0.00011001488,0.0004967669,0.00020271014,0.000044267388],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041131303,0.00011543872,0.00012631128,0.00009759266,0.001202623,0.00007919518,0.00049625465,0.00009641822,0.020410778],"category_scores_gemma":[0.00040041772,0.00008096114,0.000048243837,0.00014339217,0.00022412417,0.000114525545,0.0003562554,0.00013618244,0.044944625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002815006,0.00029349743,0.00009089117,0.000028249859,0.00017219601,0.00011211018,0.00030411148,9.697508e-7,0.28826514,0.010122912,0.6197155,0.08061287],"study_design_scores_gemma":[0.0006932587,0.0002200905,0.0015468659,0.000077138306,0.000010574605,0.00018754532,0.000056655306,2.4527287e-7,0.020584842,0.00010889318,0.9763901,0.00012377324],"about_ca_topic_score_codex":0.0000049301757,"about_ca_topic_score_gemma":2.0428575e-7,"teacher_disagreement_score":0.498973,"about_ca_system_score_codex":0.00006571598,"about_ca_system_score_gemma":0.0000030969709,"threshold_uncertainty_score":0.9804847},"labels":[],"label_agreement":null},{"id":"W6931285643","doi":"10.5281/zenodo.4107739","title":"[[VOIR]] Lost Girls &amp; Love Hotels (2020) Film Complet Streaming VF En Francais akr","year":2020,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Love story; Film festival; French; Private life; Family life","score_opus":0.027842159630877415,"score_gpt":0.23764777631027376,"score_spread":0.20980561667939635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931285643","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16354105,0.060993,0.05363859,0.07037728,0.00456498,0.0038288115,0.015815986,0.0026883523,0.62455195],"genre_scores_gemma":[0.8805577,0.0069403276,0.0010528691,0.002799184,0.0011662458,2.4351312e-8,0.0079510035,0.0031581493,0.09637446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965004,0.0011261548,0.0005307157,0.00081406557,0.00016639475,0.00086228433],"domain_scores_gemma":[0.9983903,0.000106360894,0.0002359226,0.000580788,0.00044258952,0.00024402661],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045467526,0.00036601303,0.00045709885,0.00012236276,0.0015182202,0.00025860732,0.0013329005,0.000413057,0.1833301],"category_scores_gemma":[0.00077727454,0.0003980836,0.00016160712,0.00064846163,0.00080988166,0.00026766348,0.0014537139,0.0009798749,0.24546331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039319467,0.00038373226,0.000040920462,0.0005715366,0.0004952531,0.00013456939,0.012869468,0.000047875503,0.04637615,0.003268605,0.9032888,0.032129906],"study_design_scores_gemma":[0.0010685881,0.00044966303,0.0012574167,0.00020626551,0.00009338624,0.0002513323,0.0011656265,0.00007298105,0.0028803418,0.00007228344,0.9920616,0.000420475],"about_ca_topic_score_codex":0.0000957364,"about_ca_topic_score_gemma":0.0000039983984,"teacher_disagreement_score":0.7170167,"about_ca_system_score_codex":0.00013245932,"about_ca_system_score_gemma":0.000015466154,"threshold_uncertainty_score":0.9998471},"labels":[],"label_agreement":null},{"id":"W6931390410","doi":"10.5281/zenodo.3583067","title":"Ouranosinc/xclim: v0.12.3 (Python3.5)","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Computer Research Institute of Montréal; Ouranos","funders":"","keywords":"Table (database); Process (computing); Work (physics); Precipitation; Point (geometry)","score_opus":0.021091743666847507,"score_gpt":0.22495266030075187,"score_spread":0.20386091663390435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931390410","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009327582,0.0023848594,0.000548415,0.00044847326,0.0007508703,0.0005689067,0.00055981806,0.0013030367,0.99334234],"genre_scores_gemma":[0.008341176,0.0008354108,0.000062486455,0.00017517526,0.00020913075,1.6468546e-8,0.003995079,0.007128971,0.9792526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981255,0.00039529114,0.0002546595,0.0005946049,0.000113225105,0.0005167047],"domain_scores_gemma":[0.9987878,0.00002233173,0.0002211753,0.00076088053,0.00015146477,0.000056338504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002776725,0.0002834928,0.00035556243,0.00033430234,0.00096932426,0.00019332084,0.0011362593,0.00048670016,0.09101539],"category_scores_gemma":[0.00015547207,0.00026496185,0.000110349436,0.0002140056,0.00032884118,0.000058290927,0.0008185433,0.0005572949,0.18823342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005480509,0.00010328764,0.0000018965762,0.00016136776,0.00020927328,0.000013178727,0.00018606527,5.8014115e-7,0.0082112495,0.0017400619,0.9771559,0.012162332],"study_design_scores_gemma":[0.00072639104,0.00015611511,0.00006340843,0.0002205454,0.000046230532,0.00011183827,0.00013652665,9.73903e-7,0.00072713394,0.000020478663,0.99748015,0.00031021048],"about_ca_topic_score_codex":0.000056255805,"about_ca_topic_score_gemma":0.0000022943927,"teacher_disagreement_score":0.09721803,"about_ca_system_score_codex":0.00007255107,"about_ca_system_score_gemma":0.0000075396897,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W6931500258","doi":"10.5281/zenodo.5181412","title":"Medial amygdala ERα expression influences monogamous behavior of male prairie voles in the field","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Prairie vole; Amygdala; Microtus; Arvicolinae; Vole; Open field; Expression (computer science); Adult male","score_opus":0.019882716695303913,"score_gpt":0.2562618276221259,"score_spread":0.23637911092682198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931500258","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06317174,0.010596335,0.0002660388,0.001256841,0.00076261297,0.0013478892,0.0005404342,0.00041386776,0.9216443],"genre_scores_gemma":[0.6802536,0.0017028202,0.00019031015,0.00042214277,0.0003219554,3.195153e-7,0.0044716643,0.0033580181,0.30927917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986613,0.0004837478,0.00022903898,0.00029203817,0.00010345107,0.00023043585],"domain_scores_gemma":[0.99924743,0.00006314158,0.00017703057,0.00039278207,0.00010029289,0.00001929323],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026326216,0.00014251415,0.00021697767,0.00017484403,0.0003503904,0.00006617105,0.00086200447,0.00028894778,0.039790273],"category_scores_gemma":[0.00033996746,0.000107785396,0.00005669199,0.0002281111,0.00027897157,0.000034183646,0.00044451444,0.0003855012,0.0010349882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052654115,0.00021654218,0.000109897934,0.00013530183,0.000039613176,0.000045371737,0.00083139085,7.2010624e-7,0.050043624,0.0002637151,0.9426089,0.005652263],"study_design_scores_gemma":[0.00036530674,0.0001307691,0.0012044592,0.00031951373,0.00002420439,0.00006210067,0.0006217636,2.7696268e-7,0.007680668,0.0000092886075,0.98945814,0.00012351011],"about_ca_topic_score_codex":0.000098264325,"about_ca_topic_score_gemma":0.000018126095,"teacher_disagreement_score":0.6170819,"about_ca_system_score_codex":0.000017398766,"about_ca_system_score_gemma":0.0000075489934,"threshold_uncertainty_score":0.9997428},"labels":[],"label_agreement":null},{"id":"W6931595211","doi":"10.5281/zenodo.4696604","title":"Agrilus cyanescens subsp. cyanescens cyanescens (Ratzeburg 1837","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reproductive strategy; Czech; Nature reserve; National nature reserve","score_opus":0.02090681905665218,"score_gpt":0.2220285370762466,"score_spread":0.20112171801959441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931595211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6084278,0.0080836555,0.0038608876,0.007001501,0.003150696,0.001568625,0.0013045287,0.0044995546,0.36210275],"genre_scores_gemma":[0.9736473,0.0005876855,0.000095196345,0.00039824104,0.00019109074,3.0602624e-8,0.003541352,0.0010030902,0.020536022],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.997357,0.000617269,0.000402278,0.0007102439,0.00015692835,0.0007562511],"domain_scores_gemma":[0.9981315,0.00004991728,0.00014536899,0.00077746564,0.0007741274,0.00012158829],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004336406,0.00027297897,0.0003400766,0.00016548633,0.002625587,0.00032049612,0.0008504577,0.00027050433,0.022528304],"category_scores_gemma":[0.00047164562,0.0002705645,0.00014494137,0.0006336588,0.00041971664,0.00015982056,0.0008844548,0.00057750655,0.032722186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024295715,0.0007122588,0.0000976224,0.00021943817,0.00033804012,0.0004775822,0.0017020592,0.00001573677,0.5515744,0.0072617093,0.41970393,0.017654283],"study_design_scores_gemma":[0.001036962,0.00014059893,0.0021871757,0.00008290947,0.00005689496,0.0012395537,0.0008363539,0.00000956159,0.044494648,0.000057489407,0.9495154,0.0003424525],"about_ca_topic_score_codex":0.0000270801,"about_ca_topic_score_gemma":0.000003613326,"teacher_disagreement_score":0.5298115,"about_ca_system_score_codex":0.000119478565,"about_ca_system_score_gemma":0.000018794943,"threshold_uncertainty_score":0.99997467},"labels":[],"label_agreement":null},{"id":"W6931832371","doi":"10.5683/sp3/4uw62j","title":"Estimating Poultry Aspergillosis Prevalence and Diagnostic Accuracy of Histopathological and Mycological Culture in Côte d’Ivoire Using Bayesian Latent Class Analysis","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Aspergillosis; Latent class model; Diagnostic accuracy; Bayesian probability; Mycosis; Class (philosophy)","score_opus":0.017628238748835706,"score_gpt":0.27663456141205583,"score_spread":0.2590063226632201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931832371","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086391054,0.0072457823,0.000054973916,0.0000807249,0.00014383029,0.00030560378,0.90572625,0.000036695816,0.000015052748],"genre_scores_gemma":[0.091493756,0.0104802335,0.00071874866,0.00011357889,0.000051086055,0.000016474454,0.896984,0.000021326767,0.0001208226],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979528,0.0003521699,0.0005874171,0.0006639701,0.00007557878,0.00036802032],"domain_scores_gemma":[0.9981258,0.0009659216,0.00041678024,0.00038996755,0.000057095087,0.00004443696],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034325567,0.0003447607,0.00092432386,0.00027685388,0.00016152096,0.000020823883,0.0002722514,0.0010320523,0.000038645776],"category_scores_gemma":[0.0018773216,0.0002518892,0.00014401271,0.00042385168,0.0005444121,0.0000564412,0.0002822527,0.0006011651,0.0000057556363],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012769394,0.0003178641,0.14261284,0.0016663746,0.00087276753,0.0006544893,0.0003341286,0.0002004911,0.0020173579,0.000049850096,0.85068095,0.0004652154],"study_design_scores_gemma":[0.0011678332,0.00040908434,0.9378465,0.0021229319,0.0051864483,0.00022854871,0.00034929076,0.00049198006,0.00009915694,0.00016727182,0.050897226,0.001033738],"about_ca_topic_score_codex":0.0057803583,"about_ca_topic_score_gemma":0.002031225,"teacher_disagreement_score":0.7997837,"about_ca_system_score_codex":0.00005888734,"about_ca_system_score_gemma":0.000051745472,"threshold_uncertainty_score":0.9999933},"labels":[],"label_agreement":null},{"id":"W6932059992","doi":"10.5683/sp3/lqn8rm","title":"Données provisoires détaillées sur les cas confirmés de COVID-19, juillet 2024 [Canada]","year":2025,"lang":"fr","type":"dataset","venue":"Borealis","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Center (category theory); Order (exchange)","score_opus":0.019297267033294773,"score_gpt":0.2584068144233792,"score_spread":0.23910954739008444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6932059992","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053368317,0.054838207,0.000068789486,0.015310542,0.001971051,0.00061701395,0.92449903,0.000069634865,0.0020920604],"genre_scores_gemma":[0.0009162174,0.019357242,0.000042798336,0.005749497,0.0003268233,0.000034395296,0.90966374,0.000035005807,0.0638743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959015,0.00076903723,0.00087753317,0.0010435042,0.00015838201,0.0012500221],"domain_scores_gemma":[0.9966057,0.0011727134,0.00047348696,0.0012662606,0.00021790083,0.00026391516],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040755924,0.00088009663,0.0012270367,0.00023412837,0.0010795471,0.00008946996,0.0012320854,0.0018718679,0.0019592138],"category_scores_gemma":[0.0014837657,0.0007834552,0.00030814428,0.00025673438,0.0014228884,0.00007103354,0.0003993037,0.0012405238,0.00003814729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028453174,0.00022819778,0.0011883756,0.0031580082,0.0013333142,0.0008137076,0.0002857391,0.000012031219,0.00032539052,0.003400884,0.9874314,0.001538442],"study_design_scores_gemma":[0.0010839804,0.00014530864,0.0014932579,0.0010569177,0.0007184536,0.00020854952,0.00089363055,0.0000024047995,0.000915475,0.00009985671,0.99255276,0.00082943076],"about_ca_topic_score_codex":0.98781496,"about_ca_topic_score_gemma":0.99614424,"teacher_disagreement_score":0.061782233,"about_ca_system_score_codex":0.0007957593,"about_ca_system_score_gemma":0.010919573,"threshold_uncertainty_score":0.99946165},"labels":[],"label_agreement":null},{"id":"W6939113828","doi":"10.6084/m9.figshare.13364106.v1","title":"Additional file 10 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Escherichia coli; Healthcare system; Health care; Public health; MEDLINE","score_opus":0.060184366680621784,"score_gpt":0.2937462822899667,"score_spread":0.23356191560934492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939113828","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049396866,0.054220434,6.071946e-7,0.0017939443,0.0000070120764,0.0015957371,0.94182086,0.000011320751,0.000056132096],"genre_scores_gemma":[0.70707786,0.0001612992,0.00008374325,0.0033646561,0.000017871915,0.0012019456,0.2873059,0.000025520234,0.000761228],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983473,0.00072556885,0.00052686647,0.00020899372,0.000076623954,0.00011467703],"domain_scores_gemma":[0.9987863,0.00028445036,0.00043934915,0.00020322028,0.00025293045,0.00003379304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002074454,0.000110837784,0.0010799201,0.00006664551,0.00010203343,0.000005779096,0.00009138484,0.00007514931,0.29591388],"category_scores_gemma":[0.0014289542,0.00007371622,0.00018946902,0.000548128,0.0000217866,0.000027460217,0.00006792461,0.0001000221,0.00006654949],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011610385,0.000024750243,0.00000210491,0.17276171,0.0054774317,6.1826864e-7,0.0004123507,0.000009991771,0.00014408691,0.000013253391,0.8211394,0.0000026838006],"study_design_scores_gemma":[0.003169845,0.0020738244,0.009630115,0.54336905,0.32641265,0.00011324355,0.0070101335,0.00045318707,0.0011870081,0.000018951467,0.10482362,0.0017383628],"about_ca_topic_score_codex":0.00009742866,"about_ca_topic_score_gemma":0.00040531225,"teacher_disagreement_score":0.7163158,"about_ca_system_score_codex":0.00003679473,"about_ca_system_score_gemma":0.00020978812,"threshold_uncertainty_score":0.70472974},"labels":[],"label_agreement":null},{"id":"W6939164544","doi":"10.60692/fvh04-tzh20","title":"Effectiveness of educational outreach in infectious diseases management: a cluster randomized trial in Uganda","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Malaria; Outreach; Triage; Workload; Randomized controlled trial; Cluster (spacecraft); Cluster randomised controlled trial; Health worker; Tropical medicine","score_opus":0.006813851251249662,"score_gpt":0.20817144633045523,"score_spread":0.20135759507920556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939164544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99349165,0.000034763292,0.001531178,0.000032228963,0.00060243375,0.0013223729,0.000049236547,0.000022792272,0.0029133346],"genre_scores_gemma":[0.9994651,0.000001456307,0.0000054220177,0.000011551309,0.000012241127,0.00013171931,0.000024290708,0.000004308919,0.00034388606],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985819,0.0005111926,0.00059330155,0.000112619855,0.000044384946,0.00015662969],"domain_scores_gemma":[0.99937004,0.0001884364,0.00022452459,0.00016022536,0.000045036402,0.000011725303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061377184,0.00011557733,0.00042569052,0.00036289415,0.00003069397,0.000010800121,0.00008817096,0.00011326246,0.000044069235],"category_scores_gemma":[0.00006261368,0.00006876449,0.00009052393,0.0001438882,0.00009088663,0.00023232376,0.00003298915,0.000047005156,0.00028236647],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.57764596,0.0000635412,0.4052216,0.0022522993,0.000305968,0.0000022235295,0.009173106,0.000023452913,0.000038403956,0.0047800657,0.00004180327,0.0004515773],"study_design_scores_gemma":[0.8628484,0.00005063247,0.1335391,0.0016603371,0.000052123116,0.000008580543,0.0010250335,0.000006584608,0.00060215604,0.000037727485,0.000024566345,0.0001447961],"about_ca_topic_score_codex":0.00002055855,"about_ca_topic_score_gemma":0.0000013890246,"teacher_disagreement_score":0.2852024,"about_ca_system_score_codex":0.00009020722,"about_ca_system_score_gemma":0.000030821946,"threshold_uncertainty_score":0.36293438},"labels":[],"label_agreement":null},{"id":"W6939255165","doi":"10.60692/v6zyp-ga296","title":"Parental views of antibiotic use in children with upper respiratory tract infections in Jordan","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Antibiotics; Respiratory tract infections; Publicity; Purchasing; Upper respiratory tract infection; Upper respiratory infections","score_opus":0.022735929465474397,"score_gpt":0.21211011794335818,"score_spread":0.1893741884778838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939255165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988681,0.000023476727,0.00024635848,0.000008447168,0.00011397657,0.000316056,0.00007552795,0.00003011955,0.00031791086],"genre_scores_gemma":[0.9998275,8.9728593e-7,0.000014212414,0.000029887786,0.0000067387678,0.0000044913127,0.000011166667,0.000006139621,0.00009899049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900216,0.00011360741,0.00053517235,0.00011488147,0.0000396037,0.00019456686],"domain_scores_gemma":[0.99947995,0.000012350177,0.00023414227,0.00021962248,0.00003959892,0.000014343637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018644535,0.0001256909,0.00024615283,0.00034131503,0.000043346212,0.000013713379,0.00008581615,0.00014428122,0.00002515456],"category_scores_gemma":[0.000013604452,0.00007216614,0.00004326555,0.00019329757,0.000089481306,0.0005269642,0.00002029765,0.00009198549,0.00031951218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056300418,0.000019443174,0.99632746,0.000042527226,0.00003320793,7.478196e-7,0.0030790213,0.000005592691,0.00018693622,0.00008883042,0.000018224362,0.0001416918],"study_design_scores_gemma":[0.0021115683,0.00011382106,0.9911499,0.0006338368,0.000011445297,0.00005630368,0.001346691,9.684884e-7,0.0043480154,1.87321e-7,0.00011454689,0.00011269026],"about_ca_topic_score_codex":0.00006137661,"about_ca_topic_score_gemma":0.000023656476,"teacher_disagreement_score":0.0051775514,"about_ca_system_score_codex":0.000065258435,"about_ca_system_score_gemma":0.000037085298,"threshold_uncertainty_score":0.41067892},"labels":[],"label_agreement":null},{"id":"W6939293937","doi":"10.6084/m9.figshare.19028879.v1","title":"Additional file 1 of Dimensions of poverty as risk factors for antimicrobial resistant organisms in Canada: a structured narrative review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Poverty; Narrative review; Narrative; Systematic review","score_opus":0.011976247646649174,"score_gpt":0.2178212243583483,"score_spread":0.20584497671169913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939293937","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003044356,0.0013109477,4.5418773e-8,0.0000330736,0.00005204174,0.00031278786,0.9951675,0.0000047913395,0.00007445522],"genre_scores_gemma":[0.09441074,0.000025782278,0.000035415247,0.00022335612,0.000004165423,0.00007275395,0.9046283,0.000009328194,0.0005901831],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924195,0.00010972643,0.00027464074,0.00016965829,0.000048837082,0.00015517169],"domain_scores_gemma":[0.99867684,0.0007584802,0.0003206596,0.00013870288,0.00009308846,0.000012228918],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000019397958,0.00010289999,0.0003047615,0.000036234644,0.0001626927,8.737252e-7,0.00015296233,0.00005220206,0.97280693],"category_scores_gemma":[0.0015388995,0.000078060584,0.00007881927,0.00015872097,0.00001680501,0.00001965578,0.00008977711,0.00017817684,0.000020632662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006548594,0.000029696168,0.000007988524,0.00025099696,0.000060325878,0.0000029420999,0.00016180723,0.0000045177285,0.0038267581,0.0000034862487,0.9955685,0.00001747963],"study_design_scores_gemma":[0.00043677175,0.00014752655,0.0035272427,0.006533034,0.000026451924,0.000009219267,0.0014054422,0.0000010744083,0.014911848,0.000023917788,0.97280866,0.00016882515],"about_ca_topic_score_codex":0.026362954,"about_ca_topic_score_gemma":0.13599832,"teacher_disagreement_score":0.9727863,"about_ca_system_score_codex":0.00011671428,"about_ca_system_score_gemma":0.0013420339,"threshold_uncertainty_score":0.9801206},"labels":[],"label_agreement":null},{"id":"W6939310279","doi":"10.60692/cm5qw-7rk27","title":"Additional file 2 of Global antimicrobial resistance: a system-wide comprehensive investigation using the Global One Health Index","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Table (database); Index (typography); Global health; Index method; Generalized entropy index","score_opus":0.0252135173796476,"score_gpt":0.21342372726439227,"score_spread":0.18821020988474466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939310279","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120053515,0.000069819376,0.0022583406,0.00025906335,0.00082540297,0.00084162917,0.8737761,0.00018123574,0.0017349364],"genre_scores_gemma":[0.9841438,9.814422e-8,0.0002545611,0.0004784041,0.00003103362,0.000052084244,0.014883947,0.000005458077,0.00015064511],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982535,0.0003912649,0.0007539958,0.00016242628,0.0001618949,0.000276922],"domain_scores_gemma":[0.9984594,0.00006191969,0.0009598972,0.00028444783,0.00020414508,0.000030207273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016676715,0.00016506166,0.0003339316,0.000056358862,0.0008109467,0.000031389485,0.000245226,0.000106568754,0.010278417],"category_scores_gemma":[0.00003063575,0.00013442045,0.00009992575,0.0004306495,0.00018782866,0.00018726956,0.00014133584,0.00016002625,0.00020451211],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046185582,0.000013093111,0.01686001,0.0017720546,0.00035377013,0.0000028835946,0.007520322,0.00065851334,0.000023479794,0.0022100809,0.9700908,0.000033105473],"study_design_scores_gemma":[0.00736576,0.00042550947,0.5208316,0.009260703,0.0002482715,0.0015483701,0.23030049,0.0015109112,0.0006354452,0.000025199222,0.22636385,0.0014838735],"about_ca_topic_score_codex":0.000091927715,"about_ca_topic_score_gemma":0.000006298603,"teacher_disagreement_score":0.86409026,"about_ca_system_score_codex":0.00082084205,"about_ca_system_score_gemma":0.00040755724,"threshold_uncertainty_score":0.99062634},"labels":[],"label_agreement":null},{"id":"W6939337902","doi":"10.6084/m9.figshare.14379297","title":"Additional file 2 of The socioeconomic burden of antibiotic resistance in conflict-affected settings and refugee hosting countries: a systematic scoping review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; Refugee; Socioeconomic status; Scale (ratio); Cohort; Categorization; Quality (philosophy)","score_opus":0.012465674412038047,"score_gpt":0.24327484690687934,"score_spread":0.23080917249484129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939337902","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011455743,0.09245075,4.3239222e-8,0.00009391652,0.00002465605,0.00052063,0.90526134,0.000011438657,0.0004916389],"genre_scores_gemma":[0.08123901,0.0016020578,0.00017580547,0.001016564,0.00005129272,0.00018454077,0.9089736,0.00004695785,0.006710212],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99898267,0.00018776374,0.00045448338,0.00019107184,0.000035329675,0.0001486576],"domain_scores_gemma":[0.99752086,0.0016097948,0.0005082137,0.00022042659,0.00013201057,0.000008661528],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000067764246,0.00010459629,0.00048120058,0.000026187996,0.00007506062,0.000006458137,0.00013612266,0.00011567412,0.64829344],"category_scores_gemma":[0.0038861474,0.000081158694,0.00007221837,0.00011465901,0.00006343034,0.000041592146,0.0000920642,0.00013731731,0.00022607656],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003979515,0.000009837313,0.0000061318333,0.17432536,0.00004487446,0.0000038202197,0.0001244971,2.7436408e-7,0.0006674443,0.000010796005,0.8247977,0.0000052726846],"study_design_scores_gemma":[0.0001959513,0.000008706344,0.00082031096,0.9754127,0.000026154901,0.000018751045,0.00015075169,0.0000016310719,0.0022541825,0.000002918963,0.021015001,0.000092923554],"about_ca_topic_score_codex":0.000002814294,"about_ca_topic_score_gemma":0.000055978348,"teacher_disagreement_score":0.8037827,"about_ca_system_score_codex":0.000022845961,"about_ca_system_score_gemma":0.00023848668,"threshold_uncertainty_score":0.46523622},"labels":[],"label_agreement":null},{"id":"W6939409900","doi":"10.6084/m9.figshare.19381011.v1","title":"Additional file 4 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); Health care; MEDLINE; Data collection; Respiratory tract infections","score_opus":0.026384364381431342,"score_gpt":0.3043955619398478,"score_spread":0.27801119755841647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939409900","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008893841,0.000003539442,9.2792334e-7,0.000020311158,0.000021347641,0.039947618,0.9509986,0.000018991905,0.000094821386],"genre_scores_gemma":[0.25442052,2.153078e-8,0.000010527858,0.000018970171,0.000013121867,0.30264685,0.44225502,0.0000108459835,0.0006241233],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914724,0.00011566577,0.0002629725,0.00021427726,0.00010938571,0.0001504503],"domain_scores_gemma":[0.9987829,0.00071419915,0.0001869121,0.00012760542,0.00016311639,0.000025277015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006258585,0.000110501394,0.00017697757,0.00012382347,0.00032204925,0.0000045298334,0.000136173,0.00006350387,0.9423641],"category_scores_gemma":[0.00061935873,0.00009499423,0.000081432634,0.0002501963,0.000024440564,0.00006400823,0.000050313123,0.00013650818,0.00008638925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002469574,0.0009563617,0.00073078874,0.00008483337,0.00024160979,0.0000017073195,0.0003236679,0.000023019746,0.000036527686,0.000004779155,0.9970071,0.0003427011],"study_design_scores_gemma":[0.0068887398,0.019019615,0.28912708,0.0010022033,0.000052229087,0.000010894152,0.002632797,7.7174616e-7,0.0009154416,0.0000089988835,0.6800636,0.0002775952],"about_ca_topic_score_codex":0.000051785362,"about_ca_topic_score_gemma":0.0011613293,"teacher_disagreement_score":0.94227767,"about_ca_system_score_codex":0.000044674216,"about_ca_system_score_gemma":0.0002729564,"threshold_uncertainty_score":0.38737524},"labels":[],"label_agreement":null},{"id":"W6939418232","doi":"10.6084/m9.figshare.12276944","title":"Additional file 2 of Systematic review of patient-oriented interventions to reduce unnecessary use of antibiotics for upper respiratory tract infections","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McMaster University; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Antibiotics; Respiratory tract infections; Psychological intervention; Upper respiratory infections; MEDLINE","score_opus":0.06277192181201975,"score_gpt":0.2909701827541587,"score_spread":0.22819826094213896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939418232","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035086053,0.004062314,0.000008669345,0.00005250735,0.000038590166,0.00081836473,0.99458164,0.000014814893,0.0000722682],"genre_scores_gemma":[0.030701047,0.0000597213,0.00042462136,0.00063851656,0.000019147057,0.00009018083,0.96763885,0.000021318612,0.00040662207],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99896574,0.00009739093,0.0006436958,0.00014600286,0.000041980886,0.00010520049],"domain_scores_gemma":[0.997843,0.0010428135,0.0005173518,0.000194977,0.00037702167,0.000024815301],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002559941,0.00009538868,0.0004337555,0.0000650183,0.000043976983,0.0000021652395,0.00011339498,0.00009714348,0.7046363],"category_scores_gemma":[0.009828622,0.000082232116,0.00030815505,0.00024108757,0.000025369485,0.00006723198,0.000052094554,0.000084744206,0.00024263946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012798699,0.0002224856,0.0000042490033,0.20201682,0.000079844096,2.801558e-7,0.000038110877,0.0000016637348,0.0007516193,0.000017602822,0.79684216,0.000012357413],"study_design_scores_gemma":[0.00019446811,0.00070496043,0.0005244909,0.76974463,0.00014431975,0.000003644422,0.00011314071,0.000001535052,0.015447577,0.0000015614845,0.2130006,0.00011904848],"about_ca_topic_score_codex":0.0000013890095,"about_ca_topic_score_gemma":0.0000017876641,"teacher_disagreement_score":0.7043936,"about_ca_system_score_codex":0.000009541144,"about_ca_system_score_gemma":0.00007918079,"threshold_uncertainty_score":0.998512},"labels":[],"label_agreement":null},{"id":"W6939420269","doi":"10.6084/m9.figshare.12276950","title":"Additional file 3 of Systematic review of patient-oriented interventions to reduce unnecessary use of antibiotics for upper respiratory tract infections","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McMaster University; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Antibiotics; Respiratory tract infections; Psychological intervention; Upper respiratory infections; MEDLINE","score_opus":0.06374306136472241,"score_gpt":0.29111941086097176,"score_spread":0.22737634949624935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939420269","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035548717,0.0040234663,0.000008891391,0.00005253374,0.000038729057,0.0008197836,0.99461514,0.000014802359,0.00007118571],"genre_scores_gemma":[0.031763323,0.000059630955,0.00043262797,0.00064393686,0.000019268717,0.00009104749,0.9665521,0.000021542395,0.00041656644],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989657,0.00009733437,0.0006436964,0.0001460444,0.000041998457,0.0001052286],"domain_scores_gemma":[0.9978346,0.0010478778,0.00051677215,0.00019505312,0.00038088372,0.000024817085],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025717596,0.000095404095,0.00043369905,0.00006503728,0.00004397052,0.0000021650458,0.00011338685,0.00009713531,0.70346606],"category_scores_gemma":[0.009935271,0.000082237384,0.00030819155,0.00024117684,0.000025371479,0.0000672376,0.000052066396,0.000084746076,0.0002475206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012924736,0.00022228515,0.000004378772,0.20299946,0.00007972153,2.7613876e-7,0.000038054302,0.0000016556578,0.00077751826,0.000017209717,0.7958343,0.000012203551],"study_design_scores_gemma":[0.00019537497,0.0007026559,0.0005284234,0.7727706,0.00014333331,0.0000035989806,0.00011350202,0.0000015439953,0.015815895,0.0000015515213,0.20960446,0.000119073],"about_ca_topic_score_codex":0.0000013907462,"about_ca_topic_score_gemma":0.0000017891941,"teacher_disagreement_score":0.7032185,"about_ca_system_score_codex":0.000009573686,"about_ca_system_score_gemma":0.00007954639,"threshold_uncertainty_score":0.99840444},"labels":[],"label_agreement":null},{"id":"W6939424043","doi":"10.60692/ws1r2-bx453","title":"Antibiotic Use Prior to Hospital Presentation Among Individuals With Suspected Enteric Fever in Nepal, Bangladesh, and Pakistan","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Antibiotics; Blood culture; Antibiotic sensitivity; Incidence (geometry); Prospective cohort study; Logistic regression; Antibiotic resistance","score_opus":0.014022001207876942,"score_gpt":0.20550013865555805,"score_spread":0.1914781374476811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939424043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973274,0.000013477894,0.0013858157,0.00014587113,0.00012285984,0.0006812407,0.00008444209,0.000101613674,0.0001372758],"genre_scores_gemma":[0.999394,5.6851496e-7,0.00017994727,0.00018308085,0.000015133373,0.0000068019485,0.000066361084,0.000009985956,0.00014413083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899775,0.00008119619,0.0004179835,0.00019391908,0.00006880779,0.00024035026],"domain_scores_gemma":[0.9995277,0.000011244937,0.00019021318,0.00014870364,0.000068189875,0.000053979165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086397915,0.0001680467,0.00024346191,0.00016445377,0.00009594432,0.0001402931,0.000102729166,0.00013575928,0.000025105883],"category_scores_gemma":[0.00001888108,0.00012690423,0.000025043722,0.00030123515,0.00007080456,0.00068418647,0.00005791484,0.00011872581,0.00032651838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118656986,0.0000043235277,0.93142307,0.00018168917,0.00005939374,0.000007614792,0.067845896,0.000010550636,0.000086490705,0.00002763017,0.00017172618,0.00006295496],"study_design_scores_gemma":[0.0016895836,0.00017555775,0.97719026,0.00026383644,0.000026991363,0.000015659574,0.018225951,0.000041315325,0.0019040793,6.171173e-8,0.00027678776,0.00018989696],"about_ca_topic_score_codex":0.00004829069,"about_ca_topic_score_gemma":0.0000042321394,"teacher_disagreement_score":0.049619947,"about_ca_system_score_codex":0.000042373602,"about_ca_system_score_gemma":0.000022106324,"threshold_uncertainty_score":0.51750046},"labels":[],"label_agreement":null},{"id":"W6939498688","doi":"10.6084/m9.figshare.26739975.v1","title":"Additional file 4 of Integrated surveillance systems for antibiotic resistance in a One Health context: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Montréal; York University","funders":"","keywords":"Antibiotic resistance; MEDLINE; Public health; Public health surveillance; Health care","score_opus":0.043883920299091925,"score_gpt":0.29174924040782674,"score_spread":0.2478653201087348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939498688","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015837995,0.3248289,0.0000025978493,0.00011544428,0.000061046,0.0006159904,0.6741037,0.000035029167,0.00023572652],"genre_scores_gemma":[0.006696123,0.0012123468,0.000057483878,0.00020660383,0.00002393177,0.00023697293,0.9884982,0.000017303808,0.003051025],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989115,0.00011645556,0.00042399592,0.00027064586,0.000035015597,0.00024238463],"domain_scores_gemma":[0.99818,0.0013703535,0.00016438887,0.00015873689,0.00011071691,0.000015824613],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000099651064,0.00012090927,0.00045789665,0.00007156975,0.000052689655,0.000012170459,0.0001278856,0.00010867154,0.7836933],"category_scores_gemma":[0.0015917945,0.00010547356,0.000085351225,0.00028152787,0.000024783929,0.000047060035,0.000022630637,0.00015571751,0.0008672084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019258056,0.000028384786,9.943582e-7,0.041614395,0.000038078964,0.0000038171875,0.000019776899,2.221188e-7,0.000027311717,0.00006653284,0.95777327,0.0004079771],"study_design_scores_gemma":[0.000102843645,0.00003181463,0.00014064461,0.55545753,0.0000020588664,0.0000041626186,0.00002213459,0.0000060940865,0.000039068625,0.0000030899837,0.44411746,0.0000731117],"about_ca_topic_score_codex":0.000027816146,"about_ca_topic_score_gemma":0.0007252683,"teacher_disagreement_score":0.78282607,"about_ca_system_score_codex":0.000059029124,"about_ca_system_score_gemma":0.00057453493,"threshold_uncertainty_score":0.9999107},"labels":[],"label_agreement":null},{"id":"W6939504363","doi":"10.6084/m9.figshare.13364166","title":"Additional file 7 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Escherichia coli; Antibiotic resistance; Healthcare system; Disease; Antimicrobial; Health care; Measure (data warehouse)","score_opus":0.05849546869181653,"score_gpt":0.2904622017976338,"score_spread":0.23196673310581728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939504363","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027297137,0.042287216,5.1261844e-7,0.0015037125,0.0000059154636,0.0013857653,0.95449436,0.00000960447,0.00003992757],"genre_scores_gemma":[0.5609455,0.00014976866,0.00009415879,0.003774953,0.000016362968,0.0014102524,0.43318737,0.000023822673,0.00039783397],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983962,0.0007039559,0.0005111965,0.00020276451,0.00007411328,0.000111753085],"domain_scores_gemma":[0.99876726,0.00034255802,0.0004349526,0.00019584606,0.00022648429,0.000032921944],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018164227,0.000107263666,0.0010616635,0.00006470518,0.000099117264,0.000005444112,0.00008833904,0.00007148458,0.33219045],"category_scores_gemma":[0.0015583761,0.000071121874,0.00018541346,0.0005476604,0.000021083162,0.000026430256,0.00006656114,0.00010333845,0.000050858984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007618944,0.000020084954,0.000001897486,0.15331633,0.00479386,5.360145e-7,0.00037294909,0.000008798061,0.00011342331,0.000010236059,0.841352,0.0000022670952],"study_design_scores_gemma":[0.0025383704,0.0016675165,0.010232127,0.5895613,0.2875807,0.00010954251,0.0069862674,0.0003864665,0.00089650054,0.000015076504,0.09847619,0.0015499338],"about_ca_topic_score_codex":0.000099164135,"about_ca_topic_score_gemma":0.00040235565,"teacher_disagreement_score":0.7428758,"about_ca_system_score_codex":0.000035635392,"about_ca_system_score_gemma":0.00020955637,"threshold_uncertainty_score":0.66842},"labels":[],"label_agreement":null},{"id":"W6939504909","doi":"10.60692/zpy1p-j7n37","title":"Community Network Integration: An approach to alignment of One Health partners for solutions to 'Wicked' problems of antimicrobial resistance","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Memorial University of Newfoundland; University of Guelph; University of Calgary","funders":"","keywords":"Phylogenetic tree; Mycoplasma; Amplicon; Polymerase chain reaction; 16S ribosomal RNA; Hematocrit; Nested polymerase chain reaction","score_opus":0.09856650209879902,"score_gpt":0.2583179507006401,"score_spread":0.1597514486018411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939504909","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21754292,0.000052037718,0.7750035,0.0018821699,0.00033968917,0.0026568712,0.0011385303,0.0001236165,0.0012606655],"genre_scores_gemma":[0.99390477,4.9978723e-7,0.004984415,0.00071288977,0.000030539468,0.000041162926,0.00021882926,0.0000075824287,0.000099316625],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99851084,0.00023162836,0.00079972297,0.00012189288,0.000058307116,0.0002776314],"domain_scores_gemma":[0.99898785,0.000010893882,0.0004194921,0.00031408624,0.00019702029,0.000070662805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005760114,0.00013255839,0.0004013833,0.00007530341,0.00030222937,0.00001162863,0.00023558411,0.00010859798,0.0000032281043],"category_scores_gemma":[0.000020726204,0.00011473653,0.00006860403,0.00026265113,0.00007915785,0.00015853469,0.00006564698,0.000111083544,0.00004060266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026114783,0.00017176378,0.003482447,0.010554015,0.00056330167,1.1019152e-7,0.9026569,0.01330813,0.004834263,0.018807795,0.04255873,0.00045105512],"study_design_scores_gemma":[0.022429455,0.008125452,0.05883867,0.017924696,0.000664279,0.000047900994,0.6410207,0.0026883474,0.19710363,0.00004016975,0.04761079,0.0035059084],"about_ca_topic_score_codex":0.00004767791,"about_ca_topic_score_gemma":0.000010892431,"teacher_disagreement_score":0.7763618,"about_ca_system_score_codex":0.00005771926,"about_ca_system_score_gemma":0.000075665965,"threshold_uncertainty_score":0.467882},"labels":[],"label_agreement":null},{"id":"W6939550130","doi":"10.6084/m9.figshare.20401225.v1","title":"Additional file 1 of Coping with ‘the grey area’ of antibiotic prescribing: a theory-informed qualitative study exploring family physician perspectives on antibiotic prescribing","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trillium Health Centre; University of Toronto; Public Health Ontario; Women's College Hospital","funders":"","keywords":"Coping (psychology); Qualitative research; Antibiotics; Qualitative analysis; Public health","score_opus":0.0637077430246454,"score_gpt":0.27149523390916364,"score_spread":0.20778749088451826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939550130","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046853684,0.00050137925,0.0000013752357,0.000029732173,0.00005406316,0.00073651207,0.9477484,0.00004992338,0.0040249163],"genre_scores_gemma":[0.84641606,0.0000026445325,0.000025288762,0.00010632683,0.000023013044,0.00012936277,0.1522768,0.000027274693,0.0009932326],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9982825,0.00051995873,0.00031390743,0.0003815301,0.0001788456,0.00032328183],"domain_scores_gemma":[0.9959417,0.0030204388,0.00045192338,0.0003690351,0.00019817795,0.000018705749],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012924019,0.00023872298,0.0004030075,0.00013436086,0.0005138265,0.0000151273125,0.00040281826,0.000054956276,0.4228908],"category_scores_gemma":[0.0008271921,0.00017164403,0.00012938802,0.0003524311,0.00014087814,0.0001628957,0.00021588003,0.00040850713,0.00014190922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047980194,0.0007168194,0.0000070193214,0.00018883096,0.0005508747,0.000011328922,0.06472955,0.00007778365,0.0017986716,0.00019373697,0.93100876,0.00023683134],"study_design_scores_gemma":[0.001318041,0.002568522,0.0040054554,0.005657322,0.00008859086,0.00000983304,0.9203642,0.000008419385,0.008045176,0.00002019403,0.057475742,0.0004385133],"about_ca_topic_score_codex":0.000013360217,"about_ca_topic_score_gemma":0.000011712662,"teacher_disagreement_score":0.873533,"about_ca_system_score_codex":0.00007013247,"about_ca_system_score_gemma":0.0001987081,"threshold_uncertainty_score":0.699944},"labels":[],"label_agreement":null},{"id":"W6939590227","doi":"10.6084/m9.figshare.19381017","title":"Additional file 5 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); Health care; MEDLINE; Data collection; Respiratory tract infections","score_opus":0.026211391245189602,"score_gpt":0.304136404334068,"score_spread":0.2779250130888784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939590227","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008932775,0.0000035360772,9.254811e-7,0.000020410766,0.000021351503,0.03994548,0.9509618,0.000018995617,0.000094687406],"genre_scores_gemma":[0.25334772,2.1580512e-8,0.000010552256,0.000019025621,0.000013154265,0.30335382,0.44261506,0.000010872994,0.00062975124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991471,0.00011575244,0.00026296498,0.00021430163,0.000109391476,0.00015044695],"domain_scores_gemma":[0.9987825,0.00071339525,0.0001869048,0.0001275852,0.000164294,0.000025279345],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000062613886,0.00011051112,0.00017700461,0.00012381903,0.00032206246,0.000004528054,0.00013612743,0.0000635066,0.942351],"category_scores_gemma":[0.0006215734,0.000094995805,0.00008144241,0.0002502681,0.00002444067,0.00006400814,0.00005031539,0.00013652247,0.00008587231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024339979,0.0009558703,0.0007281234,0.000084805295,0.00024147073,0.0000017062549,0.00032332583,0.000023260149,0.00003674969,0.0000047786457,0.9970135,0.0003429764],"study_design_scores_gemma":[0.0068881377,0.018803956,0.29302117,0.0010032956,0.000052268948,0.0000108999275,0.0026351411,7.672335e-7,0.0009221548,0.000008960315,0.6763755,0.0002777513],"about_ca_topic_score_codex":0.000052203624,"about_ca_topic_score_gemma":0.0011650366,"teacher_disagreement_score":0.94226515,"about_ca_system_score_codex":0.00004468291,"about_ca_system_score_gemma":0.00027322926,"threshold_uncertainty_score":0.38738164},"labels":[],"label_agreement":null},{"id":"W6939626642","doi":"10.6084/m9.figshare.26607478.v1","title":"Additional file 1 of Best practice guidance for antibiotic audit and feedback interventions in primary care: a modified Delphi study from the Joint Programming Initiative on Antimicrobial resistance: Primary Care Antibiotic Audit and Feedback Network (JPIAMR-PAAN)","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Audit; Primary care; Best practice; Psychological intervention; Delphi; Delphi method; Guideline; Antimicrobial stewardship","score_opus":0.03570645473302452,"score_gpt":0.2671062292361113,"score_spread":0.2313997745030868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939626642","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064059757,0.024835555,0.000007965198,0.00021362465,0.00026193928,0.002123907,0.9644006,0.00007330465,0.001677149],"genre_scores_gemma":[0.36505574,0.00017064641,0.0015515032,0.00037957967,0.00026801205,0.00020655559,0.63147485,0.00007191956,0.0008211758],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975193,0.00034636035,0.0006911799,0.00082541624,0.000121068966,0.00049668056],"domain_scores_gemma":[0.9953495,0.0034564694,0.00043379015,0.00038803052,0.00033071692,0.000041492396],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014302247,0.00039214274,0.00060225814,0.00011875656,0.00043055764,0.00012664312,0.000289576,0.0003108434,0.03224728],"category_scores_gemma":[0.0011500253,0.00032100736,0.00021093474,0.00038940553,0.00020934935,0.000274489,0.00029340194,0.0005969272,0.00020007657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054564764,0.0005179516,0.00007182841,0.0052262717,0.00049427315,0.0000642038,0.0027868235,0.000021052314,0.00029513828,0.000021412423,0.9872774,0.0026780062],"study_design_scores_gemma":[0.0060454095,0.0028146445,0.13913627,0.3035991,0.00093848875,0.00009022642,0.025554258,0.000032371594,0.001079276,0.00007224349,0.5189632,0.0016745304],"about_ca_topic_score_codex":0.000040639756,"about_ca_topic_score_gemma":0.00068115984,"teacher_disagreement_score":0.4683142,"about_ca_system_score_codex":0.00020291551,"about_ca_system_score_gemma":0.0003984439,"threshold_uncertainty_score":0.9999242},"labels":[],"label_agreement":null},{"id":"W6939729185","doi":"10.6084/m9.figshare.19681978.v1","title":"Additional file 1 of India’s ban on antimicrobial fixed-dose combinations: winning the battle, losing the war?","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Table (database); Antimicrobial; Healthcare system; Disease control","score_opus":0.01475805282543901,"score_gpt":0.21328009304410767,"score_spread":0.19852204021866865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939729185","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004719238,0.00022854964,1.188482e-7,0.00041297812,0.00017520845,0.00013746688,0.99568945,0.000022693801,0.0028616055],"genre_scores_gemma":[0.19314204,0.0000016220823,0.000009406644,0.0006394466,0.000039432656,0.00012516996,0.80298394,0.0000114847435,0.0030474588],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993106,0.0001625906,0.0001541055,0.00014698684,0.000056176654,0.00016950424],"domain_scores_gemma":[0.9968635,0.0027073754,0.00015773425,0.00021757474,0.000047207737,0.0000066459525],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000044279237,0.00009320038,0.000106787964,0.0000424435,0.00085969514,0.00000925191,0.00034680875,0.000051577834,0.98071414],"category_scores_gemma":[0.0009129503,0.000059510137,0.00008466175,0.0001629053,0.00006232201,0.00003351896,0.0001835491,0.0003881415,0.0017874395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001890837,0.00009005263,0.0000027670417,0.000015404148,0.00004576077,0.0000030247456,0.00018278418,0.000019956531,0.00048235568,0.000054675995,0.998797,0.0002873129],"study_design_scores_gemma":[0.00025895616,0.00006875462,0.003926502,0.00057454087,0.0000078499415,0.00002719037,0.0003780647,0.0000069466996,0.0014723145,0.000011931533,0.99318117,0.00008579193],"about_ca_topic_score_codex":0.0000044288918,"about_ca_topic_score_gemma":0.0000029685946,"teacher_disagreement_score":0.9789267,"about_ca_system_score_codex":0.000025874437,"about_ca_system_score_gemma":0.00009542742,"threshold_uncertainty_score":0.99898976},"labels":[],"label_agreement":null},{"id":"W6939738682","doi":"10.6084/m9.figshare.12655225.v1","title":"Additional file 2 of On-line virtual patient learning: a pilot study of a new modality in antimicrobial stewardship education for pediatric residents","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Antimicrobial stewardship; Modality (human–computer interaction); Modalities; MEDLINE; Patient care; Stewardship (theology)","score_opus":0.05547986510900841,"score_gpt":0.271846680800386,"score_spread":0.21636681569137758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939738682","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11795724,0.00004868014,6.526407e-7,0.000050531642,0.0000405155,0.0004441519,0.88135237,0.000011842944,0.00009402405],"genre_scores_gemma":[0.619939,7.976881e-7,0.000023172566,0.00006282617,0.000053486547,0.00004989667,0.37938035,0.000006691965,0.0004837933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992631,0.00008527664,0.00028806992,0.00020049674,0.000044126115,0.00011894331],"domain_scores_gemma":[0.9990807,0.00047122838,0.00023897739,0.00008993233,0.00009807372,0.000021089785],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000016692551,0.00009218212,0.00019867661,0.000064351225,0.000039595812,0.0000029940802,0.00011771694,0.00006700316,0.6102139],"category_scores_gemma":[0.002038256,0.000087182205,0.000042616564,0.00015395298,0.000007804849,0.000031461204,0.000050014885,0.00015162626,0.00027664477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006085139,0.0014465799,0.00016391276,0.00013985382,0.000025482264,7.0721774e-7,0.0005600423,0.000091251655,0.00035038008,0.0000023210669,0.9961423,0.00046861754],"study_design_scores_gemma":[0.018400187,0.10453381,0.33608505,0.010888875,0.00021996797,0.000011243367,0.009072402,0.00011303452,0.024216898,0.00011724224,0.49471015,0.0016311567],"about_ca_topic_score_codex":0.00004466075,"about_ca_topic_score_gemma":0.000037258385,"teacher_disagreement_score":0.60993725,"about_ca_system_score_codex":0.000014808246,"about_ca_system_score_gemma":0.00035057162,"threshold_uncertainty_score":0.39014244},"labels":[],"label_agreement":null},{"id":"W6939756097","doi":"10.6084/m9.figshare.19381020.v1","title":"Additional file 6 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Checklist; Protocol (science); Audit; Medical record; Medical audit","score_opus":0.026203910079662652,"score_gpt":0.3041048625998783,"score_spread":0.2779009525202156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939756097","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008880762,0.0000035461223,9.275061e-7,0.000020427924,0.000021354936,0.039995994,0.95096225,0.000018995359,0.00009576994],"genre_scores_gemma":[0.25367075,2.1569015e-8,0.000010557459,0.00001904009,0.000013164987,0.3038136,0.4418282,0.000010881644,0.00063378795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991471,0.00011575694,0.00026297013,0.00021430504,0.000109391876,0.00015046063],"domain_scores_gemma":[0.9987824,0.00071349496,0.00018690834,0.00012758661,0.00016432574,0.0000252805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006261587,0.00011051225,0.00017700288,0.00012381683,0.00032201313,0.00000453001,0.000136138,0.00006350377,0.94194704],"category_scores_gemma":[0.0006215981,0.0000949996,0.00008143703,0.0002502805,0.00002444198,0.00006401311,0.00005031742,0.0001365317,0.00008603996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024462712,0.000960515,0.0007269937,0.00008486572,0.00024164763,0.0000017067706,0.00032439997,0.000022985003,0.00003672492,0.000004818773,0.9970077,0.00034298335],"study_design_scores_gemma":[0.006855623,0.018706264,0.28991166,0.0009976057,0.000051997748,0.000010835788,0.0026250929,7.591365e-7,0.000911575,0.000008955432,0.6796433,0.0002763369],"about_ca_topic_score_codex":0.00005268278,"about_ca_topic_score_gemma":0.0011830187,"teacher_disagreement_score":0.94186103,"about_ca_system_score_codex":0.000044631965,"about_ca_system_score_gemma":0.00027326992,"threshold_uncertainty_score":0.38739714},"labels":[],"label_agreement":null},{"id":"W6939785321","doi":"10.6084/m9.figshare.24454926","title":"Additional file 1 of Quality of antibiotic prescribing for pediatric community-acquired Pneumonia in outpatient care","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Western University; University of Calgary; University of British Columbia; BC Centre for Disease Control; Lawson Health Research Institute","funders":"","keywords":"Pneumonia; Quality (philosophy); Antibiotics; Ambulatory care; MEDLINE","score_opus":0.05376318559791611,"score_gpt":0.28263927822400975,"score_spread":0.22887609262609365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939785321","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036371175,0.00030449103,1.2426386e-7,0.0000068548734,0.000044322915,0.00024302573,0.9626612,0.000029295801,0.0003395182],"genre_scores_gemma":[0.39204603,0.0000025696331,0.000024790283,0.000008990994,0.000010005022,0.000037516147,0.60752267,0.000007046908,0.00034038373],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991338,0.00017898931,0.00033544455,0.00012279252,0.000037832564,0.00019108968],"domain_scores_gemma":[0.9971822,0.002218033,0.00022868387,0.00021242263,0.0001486012,0.000010042568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005803799,0.00009138341,0.0002527998,0.00011831061,0.00009559594,0.0000024322612,0.000192671,0.0001614377,0.6154285],"category_scores_gemma":[0.0022980662,0.000087417895,0.00009972449,0.00025128748,0.000025751337,0.000035947898,0.00010570447,0.00012974945,0.0004585832],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037645274,0.00009351785,0.00035949037,0.0014982515,0.000020418202,7.175726e-7,0.0007359071,0.0000068913714,0.0019191001,0.000005084015,0.99511033,0.00021265043],"study_design_scores_gemma":[0.002022587,0.00065898517,0.72241485,0.008351536,0.00003552132,0.0000026196246,0.008180983,0.000021933647,0.018377138,0.000055521665,0.23938853,0.0004898019],"about_ca_topic_score_codex":0.00003787791,"about_ca_topic_score_gemma":0.000101687576,"teacher_disagreement_score":0.7557218,"about_ca_system_score_codex":0.000018307237,"about_ca_system_score_gemma":0.00008171187,"threshold_uncertainty_score":0.5894312},"labels":[],"label_agreement":null},{"id":"W6945204069","doi":"10.25384/sage.10311308","title":"885981_Langford_App1_online_supp – Supplemental material for Shared decision making and antibiotic stewardship: Will pharmacists rise to the challenge?","year":2019,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Pharmacist; Clinical pharmacy; Clinical decision making","score_opus":0.030729097708633288,"score_gpt":0.3355487796356013,"score_spread":0.304819681926968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945204069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9237931,0.030391969,0.0030446239,0.004103427,0.0033202386,0.0017080592,0.0334657,0.000052409585,0.000120510165],"genre_scores_gemma":[0.99259555,0.003442085,0.001706729,0.00032972218,0.00028213867,0.0000025702,0.0010171991,0.000029331193,0.0005946931],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985612,0.0001024273,0.0003832251,0.00045907986,0.000071227165,0.0004228471],"domain_scores_gemma":[0.9988193,0.0001927719,0.00016149654,0.00074279314,0.000042376454,0.00004128356],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007385722,0.00019962127,0.000308665,0.00007705342,0.00028252258,0.00011523504,0.00085877423,0.000120974546,0.008840243],"category_scores_gemma":[0.000078611854,0.00012654117,0.000059874073,0.00008344873,0.00005822942,0.00031957144,0.0006898934,0.0002184181,0.00021658272],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003916649,0.00054698234,0.009351459,0.00042200752,0.0010294418,0.00008758217,0.0019064761,0.000009581888,0.3956054,0.0000735863,0.1890355,0.39801532],"study_design_scores_gemma":[0.012030796,0.0011525217,0.015963819,0.00540002,0.00052872504,0.0010548393,0.0024018686,0.00034477204,0.037117444,0.0010227241,0.92169744,0.0012850404],"about_ca_topic_score_codex":0.0000073323863,"about_ca_topic_score_gemma":0.000054082382,"teacher_disagreement_score":0.7326619,"about_ca_system_score_codex":0.000019338135,"about_ca_system_score_gemma":0.000031844476,"threshold_uncertainty_score":0.9920658},"labels":[],"label_agreement":null},{"id":"W6957898670","doi":"10.60692/x8ezz-v2486","title":"Setting the standard: multidisciplinary hallmarks for structural, equitable and tracked antibiotic policy","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Multidisciplinary approach; Antibiotic resistance; Antimicrobial stewardship; Stewardship (theology); Antibiotics; Antibiotic Stewardship","score_opus":0.021953759138122836,"score_gpt":0.2366316848819285,"score_spread":0.21467792574380568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957898670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830985,0.00018151713,0.011813583,0.0021665639,0.00033992383,0.00087400223,0.00049471867,0.00015812984,0.0008730332],"genre_scores_gemma":[0.999211,0.0000010951554,0.000206085,0.00029217722,0.00007385648,0.0000052982473,0.00004945929,0.000008874265,0.00015211484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99901646,0.00006238006,0.0003863404,0.00014224705,0.000044384225,0.0003482143],"domain_scores_gemma":[0.9994828,0.000027517339,0.00021201828,0.00016252618,0.00008275227,0.00003235329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026470373,0.00015041418,0.00022433154,0.00005821688,0.0006323223,0.00008629853,0.00014868838,0.00014079979,0.000010161814],"category_scores_gemma":[0.000047236234,0.00009088264,0.000060611095,0.00011041057,0.000104321036,0.000286394,0.000108712666,0.00011465433,0.00009895651],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003839295,0.0000075170324,0.19815663,0.00933599,0.0012791315,0.000010250132,0.75018185,0.00035200492,0.0044905944,0.014473908,0.008545779,0.009327086],"study_design_scores_gemma":[0.026387358,0.0019239787,0.2781005,0.002161224,0.0007246657,0.00075608253,0.57776725,0.014874929,0.07328308,0.000059896127,0.021371555,0.0025894898],"about_ca_topic_score_codex":0.000007694241,"about_ca_topic_score_gemma":3.1322165e-7,"teacher_disagreement_score":0.17241459,"about_ca_system_score_codex":0.00003327691,"about_ca_system_score_gemma":0.00005539051,"threshold_uncertainty_score":0.48633757},"labels":[],"label_agreement":null},{"id":"W6957927743","doi":"10.6084/m9.figshare.13364127","title":"Additional file 17 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Escherichia coli; Antibiotic resistance; Healthcare system; Antimicrobial; Health care; Systematic review; MEDLINE","score_opus":0.06016409273800413,"score_gpt":0.29347468708271,"score_spread":0.23331059434470588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957927743","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005223948,0.057118017,7.3703086e-7,0.0019839716,0.0000072901717,0.0016349693,0.9386672,0.000011257596,0.000054160173],"genre_scores_gemma":[0.7274605,0.00018117418,0.0000866136,0.004131874,0.000017730472,0.0011805866,0.26638857,0.000024285804,0.0005286633],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99837434,0.00069478387,0.00052810734,0.0002098859,0.00007688202,0.00011598743],"domain_scores_gemma":[0.99880314,0.0002795795,0.00044581966,0.0002057667,0.00023163986,0.000034026772],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020747168,0.00011136035,0.0010902095,0.00006639008,0.00010600114,0.0000058603587,0.000092555005,0.00007468021,0.19431932],"category_scores_gemma":[0.0012296138,0.00007404715,0.00019088316,0.0005360612,0.000021992128,0.000027845213,0.00006833861,0.00010730896,0.000039573257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009323782,0.0000236326,0.0000029329035,0.15578392,0.005365734,6.4100794e-7,0.0004513351,0.00001584849,0.0001482788,0.000012506575,0.8381838,0.0000020418124],"study_design_scores_gemma":[0.0030726974,0.0018564871,0.012644149,0.5640865,0.3232512,0.00012252796,0.0074609504,0.0004478863,0.0010606307,0.00001730852,0.084269606,0.0017101063],"about_ca_topic_score_codex":0.00010961411,"about_ca_topic_score_gemma":0.00048646994,"teacher_disagreement_score":0.7539142,"about_ca_system_score_codex":0.00003704531,"about_ca_system_score_gemma":0.00020557528,"threshold_uncertainty_score":0.80641717},"labels":[],"label_agreement":null},{"id":"W6957968250","doi":"10.60692/wtbb2-13c72","title":"Parental views of antibiotic use in children with upper respiratory tract infections in Jordan","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Antibiotics; Respiratory tract infections; Publicity; Purchasing; Upper respiratory tract infection; Upper respiratory infections","score_opus":0.022735929465474397,"score_gpt":0.21211011794335818,"score_spread":0.1893741884778838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957968250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988681,0.000023476727,0.00024635848,0.000008447168,0.00011397657,0.000316056,0.00007552795,0.00003011955,0.00031791086],"genre_scores_gemma":[0.9998275,8.9728593e-7,0.000014212414,0.000029887786,0.0000067387678,0.0000044913127,0.000011166667,0.000006139621,0.00009899049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900216,0.00011360741,0.00053517235,0.00011488147,0.0000396037,0.00019456686],"domain_scores_gemma":[0.99947995,0.000012350177,0.00023414227,0.00021962248,0.00003959892,0.000014343637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018644535,0.0001256909,0.00024615283,0.00034131503,0.000043346212,0.000013713379,0.00008581615,0.00014428122,0.00002515456],"category_scores_gemma":[0.000013604452,0.00007216614,0.00004326555,0.00019329757,0.000089481306,0.0005269642,0.00002029765,0.00009198549,0.00031951218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056300418,0.000019443174,0.99632746,0.000042527226,0.00003320793,7.478196e-7,0.0030790213,0.000005592691,0.00018693622,0.00008883042,0.000018224362,0.0001416918],"study_design_scores_gemma":[0.0021115683,0.00011382106,0.9911499,0.0006338368,0.000011445297,0.00005630368,0.001346691,9.684884e-7,0.0043480154,1.87321e-7,0.00011454689,0.00011269026],"about_ca_topic_score_codex":0.00006137661,"about_ca_topic_score_gemma":0.000023656476,"teacher_disagreement_score":0.0051775514,"about_ca_system_score_codex":0.000065258435,"about_ca_system_score_gemma":0.000037085298,"threshold_uncertainty_score":0.41067892},"labels":[],"label_agreement":null},{"id":"W6957987406","doi":"10.6084/m9.figshare.19381017.v1","title":"Additional file 5 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); Health care; MEDLINE; Data collection; Respiratory tract infections","score_opus":0.026211391245189602,"score_gpt":0.304136404334068,"score_spread":0.2779250130888784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957987406","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008932775,0.0000035360772,9.254811e-7,0.000020410766,0.000021351503,0.03994548,0.9509618,0.000018995617,0.000094687406],"genre_scores_gemma":[0.25334772,2.1580512e-8,0.000010552256,0.000019025621,0.000013154265,0.30335382,0.44261506,0.000010872994,0.00062975124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991471,0.00011575244,0.00026296498,0.00021430163,0.000109391476,0.00015044695],"domain_scores_gemma":[0.9987825,0.00071339525,0.0001869048,0.0001275852,0.000164294,0.000025279345],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000062613886,0.00011051112,0.00017700461,0.00012381903,0.00032206246,0.000004528054,0.00013612743,0.0000635066,0.942351],"category_scores_gemma":[0.0006215734,0.000094995805,0.00008144241,0.0002502681,0.00002444067,0.00006400814,0.00005031539,0.00013652247,0.00008587231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024339979,0.0009558703,0.0007281234,0.000084805295,0.00024147073,0.0000017062549,0.00032332583,0.000023260149,0.00003674969,0.0000047786457,0.9970135,0.0003429764],"study_design_scores_gemma":[0.0068881377,0.018803956,0.29302117,0.0010032956,0.000052268948,0.0000108999275,0.0026351411,7.672335e-7,0.0009221548,0.000008960315,0.6763755,0.0002777513],"about_ca_topic_score_codex":0.000052203624,"about_ca_topic_score_gemma":0.0011650366,"teacher_disagreement_score":0.94226515,"about_ca_system_score_codex":0.00004468291,"about_ca_system_score_gemma":0.00027322926,"threshold_uncertainty_score":0.38738164},"labels":[],"label_agreement":null},{"id":"W6958047370","doi":"10.60692/bgjrq-n3664","title":"Antibiotic use and hygiene interact to influence the distribution of antimicrobial-resistant bacteria in low-income communities in Guatemala","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Hygiene; Sanitation; Antibiotics; Odds ratio; Antibiotic resistance; Odds; Distribution (mathematics); Logistic regression","score_opus":0.01923001239961748,"score_gpt":0.20516178822396827,"score_spread":0.1859317758243508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958047370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99862766,0.000014187954,0.0004139974,0.00017316782,0.00010941079,0.00035939057,0.00025387842,0.000026626663,0.000021670225],"genre_scores_gemma":[0.999666,0.000002408154,0.000019898429,0.00021332594,0.0000045119154,0.0000029208693,0.000075953445,0.000005054015,0.000009965323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987496,0.00020869226,0.00069592986,0.00009942969,0.000039132177,0.00020718691],"domain_scores_gemma":[0.9993753,0.000040008934,0.00022911634,0.00024208496,0.00009063519,0.000022843833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027301692,0.00014348819,0.0003058352,0.00012406222,0.00007839495,0.00007036427,0.00020390523,0.00011200761,0.0000065226095],"category_scores_gemma":[0.00006231192,0.000099607714,0.000032651344,0.0002780245,0.00011981558,0.00048834254,0.00013149455,0.0001580044,0.00010075469],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007254182,0.000009236903,0.86034954,0.0014043824,0.000046048262,0.0000049035298,0.1292315,0.00036967197,0.0075919605,0.00017488039,0.00003710043,0.00005538649],"study_design_scores_gemma":[0.0009152543,0.000067370296,0.95905995,0.0020075552,0.000011843733,0.000015611087,0.017905785,0.00011744758,0.019664362,1.3863186e-7,0.000089741305,0.0001449403],"about_ca_topic_score_codex":0.00027233257,"about_ca_topic_score_gemma":0.000021187707,"teacher_disagreement_score":0.11132572,"about_ca_system_score_codex":0.000051411535,"about_ca_system_score_gemma":0.000023607408,"threshold_uncertainty_score":0.4061885},"labels":[],"label_agreement":null},{"id":"W6958047987","doi":"10.6084/m9.figshare.12276959.v1","title":"Additional file 4 of Systematic review of patient-oriented interventions to reduce unnecessary use of antibiotics for upper respiratory tract infections","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McMaster University; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Antibiotics; Respiratory tract infections; Psychological intervention; Upper respiratory infections; MEDLINE","score_opus":0.06419456919234451,"score_gpt":0.2915243892899439,"score_spread":0.2273298200975994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958047987","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035400686,0.0040376624,0.0000089449,0.00005245238,0.000038413433,0.00082055654,0.99460214,0.000014823059,0.00007102425],"genre_scores_gemma":[0.032470144,0.000059577476,0.000432673,0.00064400886,0.000019072342,0.00009097226,0.96585923,0.000021518137,0.0004028234],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989655,0.00009732256,0.00064391026,0.000146058,0.000041996012,0.000105239706],"domain_scores_gemma":[0.99783915,0.0010497206,0.00051683874,0.00019514334,0.0003743043,0.000024817593],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025736766,0.00009541026,0.00043379408,0.00006506537,0.000043990833,0.0000021661153,0.00011346428,0.00009714293,0.7001871],"category_scores_gemma":[0.009807535,0.000082251885,0.0003082137,0.00024114824,0.00002537571,0.00006724672,0.000052084826,0.00008474364,0.00024282742],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013075165,0.00022282678,0.0000043964887,0.20224613,0.000079879734,2.7757534e-7,0.000038164922,0.0000016374278,0.0007679701,0.000017825945,0.7965956,0.000012218744],"study_design_scores_gemma":[0.00019590263,0.0007183313,0.00053416623,0.77866,0.00014525816,0.0000036569106,0.00011455079,0.0000015588823,0.015616195,0.0000015761628,0.20388894,0.000119859404],"about_ca_topic_score_codex":0.0000013792808,"about_ca_topic_score_gemma":0.0000017960068,"teacher_disagreement_score":0.69994426,"about_ca_system_score_codex":0.000009539485,"about_ca_system_score_gemma":0.00007926963,"threshold_uncertainty_score":0.99853325},"labels":[],"label_agreement":null},{"id":"W6958126674","doi":"10.6084/m9.figshare.19174106","title":"Additional file 4 of Optimizing responsiveness to feedback about antibiotic prescribing in primary care: protocol for two interrelated randomized implementation trials with embedded process evaluations","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Protocol (science); Process (computing); Medical prescription; Randomized controlled trial; Primary care; MEDLINE","score_opus":0.04742605111878408,"score_gpt":0.36741794254572474,"score_spread":0.3199918914269407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958126674","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034953325,0.000039705934,0.000021252123,0.00002096748,0.000025993793,0.086616606,0.9125695,0.000027190457,0.00032921485],"genre_scores_gemma":[0.008031466,6.664766e-8,0.0006755817,0.000057328194,0.00001263198,0.30724534,0.6836658,0.000018499108,0.00029326076],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978689,0.0008572285,0.0006425868,0.0003018242,0.0000968568,0.00023258606],"domain_scores_gemma":[0.9958208,0.0031672122,0.0005120204,0.0001503742,0.00033250512,0.000017046805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004020626,0.00015356467,0.00060319406,0.00019890348,0.00023486957,0.000015355705,0.00018565096,0.000067215624,0.83681464],"category_scores_gemma":[0.0026448034,0.00012697886,0.00012794767,0.0003110006,0.000025968693,0.00009438276,0.00009081806,0.000169993,0.000059255344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06621677,0.00014052945,0.0000033152453,0.00081960036,0.00020990847,0.000003133896,0.0021421672,0.0020729296,0.0030356797,0.0000051551233,0.9240389,0.0013119102],"study_design_scores_gemma":[0.57563496,0.0026268922,0.0028285757,0.045712985,0.000389589,0.000070965914,0.02131693,0.00049657986,0.095177636,0.00007552168,0.2541215,0.0015478424],"about_ca_topic_score_codex":0.000008178993,"about_ca_topic_score_gemma":0.00003313797,"teacher_disagreement_score":0.8367554,"about_ca_system_score_codex":0.00013842744,"about_ca_system_score_gemma":0.00070165994,"threshold_uncertainty_score":0.5178048},"labels":[],"label_agreement":null},{"id":"W6958174131","doi":"10.6084/m9.figshare.21256639","title":"Additional file 3 of Non-prescribed antibiotic use for children at community levels in low- and middle-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"MEDLINE; Risk assessment; Data collection; Public health; Epidemiology","score_opus":0.05267343396696411,"score_gpt":0.2579949570817074,"score_spread":0.20532152311474328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958174131","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013059395,0.019108413,2.8987225e-7,0.000030520565,0.0000045608126,0.000986559,0.9785382,0.000009491887,0.000016031796],"genre_scores_gemma":[0.12216837,0.000060267805,0.000055412635,0.00043132162,0.0000021301005,0.00051415694,0.87364644,0.000013170743,0.0031087324],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9987606,0.0004119143,0.00041391095,0.00019350344,0.000049263846,0.00017083007],"domain_scores_gemma":[0.9966897,0.0025592982,0.0003171902,0.00033703347,0.000079123514,0.000017672406],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015256795,0.00015138678,0.0011792289,0.00011424409,0.00032433873,0.000011086858,0.0001997517,0.00007775109,0.8962229],"category_scores_gemma":[0.0012897892,0.00012074054,0.00026765498,0.00024164401,0.000045265493,0.000068358044,0.00030254948,0.00020690486,0.00007616764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022418584,0.00008147183,0.000050509872,0.1355942,0.01937563,0.0000030888798,0.00015189152,0.000002816354,0.000011044099,0.000002702281,0.844704,2.4627394e-7],"study_design_scores_gemma":[0.0048385654,0.001088513,0.24924293,0.31633455,0.38274428,0.00060495385,0.0013255953,0.00012556833,0.001006018,0.000049450282,0.040023144,0.0026164337],"about_ca_topic_score_codex":0.00004049911,"about_ca_topic_score_gemma":0.00013631402,"teacher_disagreement_score":0.8961467,"about_ca_system_score_codex":0.0000322805,"about_ca_system_score_gemma":0.000036270092,"threshold_uncertainty_score":0.49236563},"labels":[],"label_agreement":null},{"id":"W6958186872","doi":"10.6084/m9.figshare.15102898","title":"Additional file 1 of Regional variation in the potentially inappropriate first-line use of fluoroquinolones in Canada as a key to antibiotic stewardship? A drug utilization review study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Saskatchewan; University of British Columbia; Dalhousie University; University of Calgary; Institute for Clinical Evaluative Sciences; Saskatchewan Health Quality Council; Sunnybrook Health Science Centre; University of Manitoba; Jewish General Hospital","funders":"","keywords":"Cohort; Key (lock); Variation (astronomy); Cohort study; Diagram; Drug","score_opus":0.042199660238815155,"score_gpt":0.24547097984403063,"score_spread":0.20327131960521547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958186872","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015308172,0.0023829483,8.7493714e-7,0.0005171519,0.000040799718,0.0006425376,0.9810329,0.000005454391,0.00006917981],"genre_scores_gemma":[0.4106453,0.0001817509,0.000074702664,0.00057767297,0.000013163509,0.00007047535,0.58788925,0.000009720031,0.0005379739],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988941,0.0002823369,0.00037855358,0.00020561667,0.000100509926,0.00013890512],"domain_scores_gemma":[0.9987036,0.0006494778,0.00019899242,0.00022126631,0.00021649216,0.0000101966125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000066940396,0.000099926576,0.00025606365,0.00006033117,0.00004040469,0.000005517015,0.00016288114,0.000060887138,0.59948903],"category_scores_gemma":[0.0023195643,0.00007937658,0.00004169842,0.0004459821,0.000009692993,0.000061992156,0.000065318694,0.00012505968,0.000106821724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004182415,0.00029147018,0.0001153388,0.0005689378,0.000040601983,0.000039293696,0.00042500088,0.000043897486,0.00015692458,0.000009438355,0.99775535,0.0005119368],"study_design_scores_gemma":[0.00094137015,0.00020800177,0.5584258,0.039153278,0.000051049698,0.000049482587,0.0011736718,0.000020964137,0.0011799962,0.000024359431,0.39848888,0.00028313746],"about_ca_topic_score_codex":0.037718482,"about_ca_topic_score_gemma":0.5490763,"teacher_disagreement_score":0.5993822,"about_ca_system_score_codex":0.00005375265,"about_ca_system_score_gemma":0.0010046485,"threshold_uncertainty_score":0.96868944},"labels":[],"label_agreement":null},{"id":"W6958225642","doi":"10.6084/m9.figshare.16456944.v1","title":"Additional file 1 of Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Psychological intervention; Context (archaeology); Antibiotic resistance; MEDLINE; Success factors","score_opus":0.050752497847773095,"score_gpt":0.3069969988287807,"score_spread":0.2562445009810076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958225642","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08417851,0.0010734237,0.0000045278157,0.0003337203,0.000035160017,0.000108850276,0.9141907,0.0000099577765,0.000065145185],"genre_scores_gemma":[0.5714616,0.00001570344,0.00002583908,0.00003933424,0.000009624892,0.000013747497,0.42746365,0.0000046184587,0.00096587883],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986551,0.00022432255,0.00064073387,0.00021476456,0.00004748573,0.00021762846],"domain_scores_gemma":[0.9979101,0.0008971952,0.0008333505,0.00013917248,0.00020399792,0.000016183842],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090823676,0.000112526715,0.0005608007,0.00007265618,0.00031221315,0.000012329933,0.00017553498,0.0001317174,0.8205408],"category_scores_gemma":[0.0009132969,0.00009183161,0.0005650203,0.00043909534,0.00017273285,0.000058193982,0.00017292019,0.00018823166,0.000021457914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038272152,0.0004502078,0.0004033682,0.0013580195,0.001449539,0.0000020193515,0.0006866369,7.3740694e-7,0.0060840608,0.00006979112,0.98935753,0.000099825724],"study_design_scores_gemma":[0.00045806848,0.00009702518,0.90664804,0.011395656,0.00026482137,0.0000028382508,0.0025482003,0.00000224752,0.020365896,0.000012187322,0.058010075,0.00019496304],"about_ca_topic_score_codex":0.00003040649,"about_ca_topic_score_gemma":0.0011533517,"teacher_disagreement_score":0.9313474,"about_ca_system_score_codex":0.000021503807,"about_ca_system_score_gemma":0.00009624357,"threshold_uncertainty_score":0.37447843},"labels":[],"label_agreement":null},{"id":"W6958231622","doi":"10.6084/m9.figshare.19028882.v1","title":"Additional file 2 of Dimensions of poverty as risk factors for antimicrobial resistant organisms in Canada: a structured narrative review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Poverty; Narrative review; Systematic review; Narrative; Grey literature","score_opus":0.011568315560646516,"score_gpt":0.21735718550218464,"score_spread":0.2057888699415381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958231622","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003024186,0.0013312639,4.4463935e-8,0.000032904616,0.00005233418,0.000312224,0.9951661,0.000004789889,0.00007610387],"genre_scores_gemma":[0.09312744,0.000026467189,0.000034683977,0.00022354868,0.00000422902,0.00007145049,0.9059103,0.000009322998,0.0005925607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924207,0.00010969013,0.00027476082,0.0001695342,0.00004882516,0.00015511588],"domain_scores_gemma":[0.9986873,0.00074801815,0.0003210933,0.00013844138,0.00009288538,0.000012227021],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000019294634,0.00010286807,0.00030483428,0.0000362115,0.00016270432,8.7557515e-7,0.00015287928,0.000052202355,0.9723117],"category_scores_gemma":[0.001520803,0.00007803569,0.0000788044,0.00015860061,0.000016804785,0.00001966892,0.00008976479,0.00017813682,0.000020417881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065115586,0.00002967646,0.000007738613,0.00025312803,0.000060305585,0.0000030195843,0.00016188445,0.0000045373417,0.0036966403,0.0000035448618,0.9956965,0.000017949902],"study_design_scores_gemma":[0.00043313432,0.00014535106,0.0034201613,0.0063584065,0.000025965524,0.000009101486,0.0013707109,0.0000010514888,0.014600943,0.000023744215,0.9734455,0.00016596782],"about_ca_topic_score_codex":0.02661521,"about_ca_topic_score_gemma":0.13667622,"teacher_disagreement_score":0.9722913,"about_ca_system_score_codex":0.00011674689,"about_ca_system_score_gemma":0.0013362146,"threshold_uncertainty_score":0.9798666},"labels":[],"label_agreement":null},{"id":"W6958238750","doi":"10.6084/m9.figshare.16625503","title":"Additional file 1 of A pragmatic randomized trial of a primary care antimicrobial stewardship intervention in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Southlake Regional Health Center; Women's College Hospital; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Primary care; Randomized controlled trial; Intervention (counseling); Table (database); Antimicrobial","score_opus":0.011254352403534847,"score_gpt":0.2272087798735619,"score_spread":0.21595442747002705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958238750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7678539,0.0004231349,0.0000057987936,0.000040450162,0.0005271033,0.0013900951,0.20024328,9.1398226e-7,0.029515319],"genre_scores_gemma":[0.7735849,0.0000074983814,0.0026289374,0.0000446326,0.000019826091,0.00008445323,0.18386851,0.000012795857,0.039748423],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.998903,0.0003317608,0.0004570217,0.00015900124,0.000037659,0.00011158698],"domain_scores_gemma":[0.9985883,0.0009174887,0.00025758054,0.0001360102,0.00009250877,0.0000081020635],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015473813,0.00007903742,0.00054320885,0.000034193767,0.000025741201,0.0000068920085,0.00015513628,0.00009660299,0.72626513],"category_scores_gemma":[0.00037681925,0.00006980971,0.00011753061,0.000071118004,0.000104332765,0.000045355337,0.00010665308,0.00013272818,0.000025830353],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.23921104,0.00094543543,0.00007785424,0.00029642574,0.00044552094,0.000046844078,0.0015141141,0.0000036303459,0.0066578514,0.0000091221755,0.7454296,0.005362584],"study_design_scores_gemma":[0.7624247,0.00021868532,0.0038877088,0.005872447,0.00013563046,0.000035435576,0.0015928949,9.035435e-7,0.02358976,0.000012924496,0.20196712,0.00026177347],"about_ca_topic_score_codex":0.47708756,"about_ca_topic_score_gemma":0.97634804,"teacher_disagreement_score":0.7262393,"about_ca_system_score_codex":0.0001290694,"about_ca_system_score_gemma":0.0026118841,"threshold_uncertainty_score":0.52639455},"labels":[],"label_agreement":null},{"id":"W6958245726","doi":"10.6084/m9.figshare.21256633","title":"Additional file 1 of Non-prescribed antibiotic use for children at community levels in low- and middle-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"MEDLINE; Antibiotics; Systematic review; Public health","score_opus":0.05353356600963263,"score_gpt":0.2583500824511505,"score_spread":0.20481651644151785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958245726","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012968954,0.019016078,2.8831147e-7,0.000030654286,0.0000045198226,0.0009865072,0.9786396,0.000009502648,0.000015941861],"genre_scores_gemma":[0.12062286,0.000059268346,0.000055845594,0.00043020135,0.0000021002452,0.0005216034,0.87525254,0.000013127805,0.0030424553],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9987603,0.00041228769,0.00041373735,0.0001935828,0.000049254373,0.00017084234],"domain_scores_gemma":[0.9966685,0.0025807074,0.0003171373,0.00033750373,0.00007847063,0.000017673497],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015263305,0.00015140683,0.0011791156,0.00011428,0.00032436498,0.000011065457,0.00019987005,0.000077757315,0.89838445],"category_scores_gemma":[0.001290115,0.00012076952,0.00026767107,0.00024172843,0.000045262466,0.00006830856,0.00030275545,0.00020694468,0.00007539179],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021933432,0.00008019533,0.00004963267,0.13144483,0.0190781,0.000003005009,0.00014943728,0.0000027701535,0.000010840638,0.0000026744967,0.8491563,2.3899509e-7],"study_design_scores_gemma":[0.00475519,0.0010851288,0.24954079,0.31555516,0.38424286,0.00060762,0.001325656,0.00012482562,0.000981525,0.00004909649,0.039127555,0.0026045942],"about_ca_topic_score_codex":0.00004007106,"about_ca_topic_score_gemma":0.00013544779,"teacher_disagreement_score":0.89830905,"about_ca_system_score_codex":0.00003216039,"about_ca_system_score_gemma":0.000036251222,"threshold_uncertainty_score":0.4924838},"labels":[],"label_agreement":null},{"id":"W6958293003","doi":"10.60692/tgqey-nav24","title":"Antibiotic use and hygiene interact to influence the distribution of antimicrobial-resistant bacteria in low-income communities in Guatemala","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Hygiene; Sanitation; Antibiotics; Odds ratio; Antibiotic resistance; Odds; Distribution (mathematics); Logistic regression","score_opus":0.01923001239961748,"score_gpt":0.20516178822396827,"score_spread":0.1859317758243508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958293003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99862766,0.000014187954,0.0004139974,0.00017316782,0.00010941079,0.00035939057,0.00025387842,0.000026626663,0.000021670225],"genre_scores_gemma":[0.999666,0.000002408154,0.000019898429,0.00021332594,0.0000045119154,0.0000029208693,0.000075953445,0.000005054015,0.000009965323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987496,0.00020869226,0.00069592986,0.00009942969,0.000039132177,0.00020718691],"domain_scores_gemma":[0.9993753,0.000040008934,0.00022911634,0.00024208496,0.00009063519,0.000022843833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027301692,0.00014348819,0.0003058352,0.00012406222,0.00007839495,0.00007036427,0.00020390523,0.00011200761,0.0000065226095],"category_scores_gemma":[0.00006231192,0.000099607714,0.000032651344,0.0002780245,0.00011981558,0.00048834254,0.00013149455,0.0001580044,0.00010075469],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007254182,0.000009236903,0.86034954,0.0014043824,0.000046048262,0.0000049035298,0.1292315,0.00036967197,0.0075919605,0.00017488039,0.00003710043,0.00005538649],"study_design_scores_gemma":[0.0009152543,0.000067370296,0.95905995,0.0020075552,0.000011843733,0.000015611087,0.017905785,0.00011744758,0.019664362,1.3863186e-7,0.000089741305,0.0001449403],"about_ca_topic_score_codex":0.00027233257,"about_ca_topic_score_gemma":0.000021187707,"teacher_disagreement_score":0.11132572,"about_ca_system_score_codex":0.000051411535,"about_ca_system_score_gemma":0.000023607408,"threshold_uncertainty_score":0.4061885},"labels":[],"label_agreement":null},{"id":"W6958300064","doi":"10.6084/m9.figshare.19381011","title":"Additional file 4 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); Health care; MEDLINE; Data collection; Respiratory tract infections","score_opus":0.026384364381431342,"score_gpt":0.3043955619398478,"score_spread":0.27801119755841647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958300064","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008893841,0.000003539442,9.2792334e-7,0.000020311158,0.000021347641,0.039947618,0.9509986,0.000018991905,0.000094821386],"genre_scores_gemma":[0.25442052,2.153078e-8,0.000010527858,0.000018970171,0.000013121867,0.30264685,0.44225502,0.0000108459835,0.0006241233],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914724,0.00011566577,0.0002629725,0.00021427726,0.00010938571,0.0001504503],"domain_scores_gemma":[0.9987829,0.00071419915,0.0001869121,0.00012760542,0.00016311639,0.000025277015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006258585,0.000110501394,0.00017697757,0.00012382347,0.00032204925,0.0000045298334,0.000136173,0.00006350387,0.9423641],"category_scores_gemma":[0.00061935873,0.00009499423,0.000081432634,0.0002501963,0.000024440564,0.00006400823,0.000050313123,0.00013650818,0.00008638925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002469574,0.0009563617,0.00073078874,0.00008483337,0.00024160979,0.0000017073195,0.0003236679,0.000023019746,0.000036527686,0.000004779155,0.9970071,0.0003427011],"study_design_scores_gemma":[0.0068887398,0.019019615,0.28912708,0.0010022033,0.000052229087,0.000010894152,0.002632797,7.7174616e-7,0.0009154416,0.0000089988835,0.6800636,0.0002775952],"about_ca_topic_score_codex":0.000051785362,"about_ca_topic_score_gemma":0.0011613293,"teacher_disagreement_score":0.94227767,"about_ca_system_score_codex":0.000044674216,"about_ca_system_score_gemma":0.0002729564,"threshold_uncertainty_score":0.38737524},"labels":[],"label_agreement":null},{"id":"W6958306449","doi":"10.6084/m9.figshare.20015679.v1","title":"Psychomotor, cognitive, and functional variables in healthy older women and older women with Alzheimer’s disease","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Geriatric Depression Scale; Correlation; Balance (ability); Psychomotor learning; Depression (economics); Disease; Test (biology); Cognitive impairment; Fear of falling","score_opus":0.019729376213167307,"score_gpt":0.24886155374689853,"score_spread":0.22913217753373122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958306449","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028322488,0.017342452,1.6486342e-7,0.000064531065,0.00014557145,0.00051307096,0.9790434,0.000022468186,0.000036080382],"genre_scores_gemma":[0.0029575792,0.00040431359,0.000001617858,0.0009824572,0.00004330297,0.0005744304,0.9944707,0.000025229674,0.0005403368],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998412,0.00015070275,0.00022154229,0.00062874926,0.00006995899,0.00051705673],"domain_scores_gemma":[0.9992479,0.00020529947,0.00015532188,0.00023838063,0.000043580276,0.000109513356],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077599514,0.0003193874,0.00039525985,0.00015714768,0.0002540861,0.0000305805,0.00012886222,0.00029050233,0.5977666],"category_scores_gemma":[0.000082474726,0.0002682656,0.000021732294,0.0001427638,0.00007381773,0.000075047996,0.00019205203,0.0006111648,0.00023027042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017611077,0.00021281668,0.0002446992,0.0005896776,0.00031348685,0.00007008175,0.0001816701,2.559223e-7,0.0000022629652,0.0000010485265,0.99637663,0.000246251],"study_design_scores_gemma":[0.0026024925,0.0003059291,0.054896392,0.0013339561,0.000055318495,0.00003767479,0.0003877929,1.4570045e-7,0.0000013057628,0.000010807189,0.94000876,0.00035944508],"about_ca_topic_score_codex":0.000033181397,"about_ca_topic_score_gemma":0.00004597799,"teacher_disagreement_score":0.5975363,"about_ca_system_score_codex":0.000066297645,"about_ca_system_score_gemma":0.00027153836,"threshold_uncertainty_score":0.99997693},"labels":[],"label_agreement":null},{"id":"W6958313089","doi":"10.6084/m9.figshare.19174112.v1","title":"Additional file 6 of Optimizing responsiveness to feedback about antibiotic prescribing in primary care: protocol for two interrelated randomized implementation trials with embedded process evaluations","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Protocol (science); Process (computing); Medical prescription; Randomized controlled trial; MEDLINE; Primary care","score_opus":0.04712707135698045,"score_gpt":0.3671177831275942,"score_spread":0.3199907117706137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958313089","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034916695,0.000039796316,0.00002125155,0.000021095004,0.000026013366,0.08675195,0.91243094,0.000027206648,0.00033259677],"genre_scores_gemma":[0.007974776,6.661155e-8,0.0006759038,0.00005740475,0.000012643889,0.3076873,0.68327636,0.000018516579,0.0002970541],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978682,0.000857894,0.00064258144,0.0003018629,0.00009686222,0.00023260187],"domain_scores_gemma":[0.9958215,0.0031641724,0.0005120149,0.00015035374,0.00033493634,0.000017049277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040225257,0.00015357955,0.0006032789,0.000198893,0.00023484361,0.000015356294,0.00018560395,0.00006721553,0.8357826],"category_scores_gemma":[0.0026542048,0.00012698595,0.00012795448,0.0003111037,0.000025970177,0.000094389856,0.0000908257,0.00017002184,0.000059019298],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06566833,0.00014122257,0.0000033004087,0.0008204392,0.00021007686,0.0000031349327,0.0021483263,0.002071192,0.0030537748,0.0000052005885,0.9245612,0.0013138247],"study_design_scores_gemma":[0.57479304,0.002592501,0.0028480252,0.04565551,0.00038916006,0.00007082268,0.02132509,0.0004901869,0.09509186,0.00007540874,0.2551224,0.0015459801],"about_ca_topic_score_codex":0.00000831862,"about_ca_topic_score_gemma":0.00003374831,"teacher_disagreement_score":0.8357236,"about_ca_system_score_codex":0.00013829846,"about_ca_system_score_gemma":0.0007024536,"threshold_uncertainty_score":0.51783365},"labels":[],"label_agreement":null},{"id":"W6958366903","doi":"10.6084/m9.figshare.19759418.v1","title":"Additional file 6 of Barriers and facilitators of implementing interventions to improve appropriate antibiotic use in low- and middle-income countries: a systematic review based on the Consolidated Framework for Implementation Research","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Systematic review; Context (archaeology); Key (lock); Work (physics); MEDLINE","score_opus":0.051908936683287346,"score_gpt":0.33799390432864435,"score_spread":0.286084967645357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958366903","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005322705,0.0009617265,0.0000034164188,0.00009010539,0.0000137419875,0.002006118,0.99158895,0.0000055635087,0.0000076593105],"genre_scores_gemma":[0.5295184,0.000029474844,0.00027082945,0.00035738162,0.000005695256,0.0025624388,0.46699548,0.000020353205,0.00023990593],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9986587,0.00039763103,0.00046086003,0.00019271429,0.00007996443,0.00021013073],"domain_scores_gemma":[0.99512994,0.004268516,0.00024822276,0.00018082975,0.00015281767,0.000019666892],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045732374,0.00008616415,0.00028464285,0.00013102891,0.0002506921,0.0000128365355,0.00012639638,0.000045186967,0.58707136],"category_scores_gemma":[0.0053162854,0.00006593922,0.0000680469,0.00024154394,0.000049022834,0.000037577825,0.00013603788,0.00017738745,0.000019856874],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014677887,0.00005866211,0.000111000714,0.40494242,0.00017071565,0.0000022036622,0.0006339141,0.0000018226124,0.00016405847,0.00047555496,0.5932701,0.00002273972],"study_design_scores_gemma":[0.0010046477,0.0008741996,0.0016283644,0.97330815,0.00009732922,0.000005052782,0.011516257,0.00006991569,0.0018403446,0.0001465066,0.009260667,0.00024857424],"about_ca_topic_score_codex":0.000017045486,"about_ca_topic_score_gemma":0.000036363275,"teacher_disagreement_score":0.5870515,"about_ca_system_score_codex":0.000035593297,"about_ca_system_score_gemma":0.00009772248,"threshold_uncertainty_score":0.6364474},"labels":[],"label_agreement":null},{"id":"W6958382814","doi":"10.6084/m9.figshare.26748563","title":"Additional file 1 of Understanding the impact of COVID-19 on antibiotic use in Canadian primary care: a matched-cohort study using EMR data","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; University of British Columbia; Queen's University","funders":"","keywords":"Primary care; Data collection; MEDLINE; Antibiotics; Public health","score_opus":0.11032901640099928,"score_gpt":0.3188968220220549,"score_spread":0.2085678056210556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958382814","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013537483,0.00052197475,4.5467155e-7,0.000013621549,0.000039137103,0.00035838885,0.9849893,0.000013805325,0.000525872],"genre_scores_gemma":[0.52747184,0.0000014329962,0.0000052595606,0.000025374808,0.000008428162,0.000003680118,0.47236922,0.000008082133,0.00010668783],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991448,0.00010544948,0.00019893897,0.00026623585,0.000050173734,0.00023438374],"domain_scores_gemma":[0.9982343,0.0011931495,0.00007826758,0.00042762287,0.000028398124,0.000038302464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006924191,0.00011709728,0.00021047436,0.00016721833,0.00010452488,0.000021759863,0.0003066432,0.00011737911,0.7506788],"category_scores_gemma":[0.0008887596,0.000080684826,0.00006362211,0.00026281498,0.00004284815,0.000104536295,0.00010669871,0.00020979266,0.00022194118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024793178,0.00006018219,0.0030266657,0.000267117,0.00020289647,0.000062701496,0.00056651206,0.000060633203,0.000113613736,0.000006365857,0.9955862,0.000022279937],"study_design_scores_gemma":[0.0012294244,0.0007032705,0.78770876,0.024283005,0.0001928078,0.0001436438,0.0146081215,0.00047611285,0.00024573508,0.000046505917,0.1695762,0.0007864203],"about_ca_topic_score_codex":0.0389629,"about_ca_topic_score_gemma":0.07157873,"teacher_disagreement_score":0.82601005,"about_ca_system_score_codex":0.0006573001,"about_ca_system_score_gemma":0.0019938753,"threshold_uncertainty_score":0.96743673},"labels":[],"label_agreement":null},{"id":"W6958390968","doi":"10.6084/m9.figshare.19028879","title":"Additional file 1 of Dimensions of poverty as risk factors for antimicrobial resistant organisms in Canada: a structured narrative review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Poverty; Narrative review; Narrative; Systematic review","score_opus":0.011976247646649174,"score_gpt":0.2178212243583483,"score_spread":0.20584497671169913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958390968","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003044356,0.0013109477,4.5418773e-8,0.0000330736,0.00005204174,0.00031278786,0.9951675,0.0000047913395,0.00007445522],"genre_scores_gemma":[0.09441074,0.000025782278,0.000035415247,0.00022335612,0.000004165423,0.00007275395,0.9046283,0.000009328194,0.0005901831],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924195,0.00010972643,0.00027464074,0.00016965829,0.000048837082,0.00015517169],"domain_scores_gemma":[0.99867684,0.0007584802,0.0003206596,0.00013870288,0.00009308846,0.000012228918],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000019397958,0.00010289999,0.0003047615,0.000036234644,0.0001626927,8.737252e-7,0.00015296233,0.00005220206,0.97280693],"category_scores_gemma":[0.0015388995,0.000078060584,0.00007881927,0.00015872097,0.00001680501,0.00001965578,0.00008977711,0.00017817684,0.000020632662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006548594,0.000029696168,0.000007988524,0.00025099696,0.000060325878,0.0000029420999,0.00016180723,0.0000045177285,0.0038267581,0.0000034862487,0.9955685,0.00001747963],"study_design_scores_gemma":[0.00043677175,0.00014752655,0.0035272427,0.006533034,0.000026451924,0.000009219267,0.0014054422,0.0000010744083,0.014911848,0.000023917788,0.97280866,0.00016882515],"about_ca_topic_score_codex":0.026362954,"about_ca_topic_score_gemma":0.13599832,"teacher_disagreement_score":0.9727863,"about_ca_system_score_codex":0.00011671428,"about_ca_system_score_gemma":0.0013420339,"threshold_uncertainty_score":0.9801206},"labels":[],"label_agreement":null},{"id":"W6958412925","doi":"10.6084/m9.figshare.16576032.v1","title":"Additional file 1 of Attitudes toward withholding antibiotics from people with dementia lacking decisional capacity: findings from a survey of Canadian stakeholders","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Université de Sherbrooke","funders":"","keywords":"Dementia; MEDLINE; Long-term care; Qualitative research; Survey data collection","score_opus":0.10113346765610004,"score_gpt":0.2604725631294855,"score_spread":0.15933909547338548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958412925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6158123,0.00013779014,0.00002545776,0.00002172616,0.000058251924,0.00006916858,0.38319004,7.1145746e-7,0.0006845403],"genre_scores_gemma":[0.9082671,0.000015718786,0.012420093,0.000030297151,0.000008491024,8.563374e-7,0.078635834,0.0000122806305,0.00060934795],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998911,0.00012100383,0.00029655782,0.0003442349,0.000084198815,0.00024298552],"domain_scores_gemma":[0.9976925,0.0016260162,0.00017610568,0.00023033911,0.00022817717,0.000046841422],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013572689,0.00014034192,0.0003721376,0.00011771114,0.00012941915,0.0000380155,0.00031409203,0.0001595147,0.69986236],"category_scores_gemma":[0.00042327418,0.00012478058,0.00004694018,0.0003600728,0.00019073118,0.00011349138,0.00012463015,0.0001547559,0.00015772425],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021470916,0.0003074393,0.37112117,0.000021622653,0.0019397294,0.000049643502,0.0016277499,0.000021327674,0.022403158,0.000017998851,0.6005903,0.001685171],"study_design_scores_gemma":[0.00050824025,0.00005043906,0.92172194,0.0011887394,0.00008318106,0.000007873181,0.00088762713,0.0000034360364,0.033960667,0.000010747197,0.041384425,0.0001926721],"about_ca_topic_score_codex":0.17353436,"about_ca_topic_score_gemma":0.7430306,"teacher_disagreement_score":0.69970465,"about_ca_system_score_codex":0.000028150085,"about_ca_system_score_gemma":0.00080754136,"threshold_uncertainty_score":0.83196914},"labels":[],"label_agreement":null},{"id":"W6958417344","doi":"10.6084/m9.figshare.12276950.v1","title":"Additional file 3 of Systematic review of patient-oriented interventions to reduce unnecessary use of antibiotics for upper respiratory tract infections","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McMaster University; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Antibiotics; Respiratory tract infections; Psychological intervention; Upper respiratory infections; MEDLINE","score_opus":0.06374306136472241,"score_gpt":0.29111941086097176,"score_spread":0.22737634949624935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958417344","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035548717,0.0040234663,0.000008891391,0.00005253374,0.000038729057,0.0008197836,0.99461514,0.000014802359,0.00007118571],"genre_scores_gemma":[0.031763323,0.000059630955,0.00043262797,0.00064393686,0.000019268717,0.00009104749,0.9665521,0.000021542395,0.00041656644],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989657,0.00009733437,0.0006436964,0.0001460444,0.000041998457,0.0001052286],"domain_scores_gemma":[0.9978346,0.0010478778,0.00051677215,0.00019505312,0.00038088372,0.000024817085],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025717596,0.000095404095,0.00043369905,0.00006503728,0.00004397052,0.0000021650458,0.00011338685,0.00009713531,0.70346606],"category_scores_gemma":[0.009935271,0.000082237384,0.00030819155,0.00024117684,0.000025371479,0.0000672376,0.000052066396,0.000084746076,0.0002475206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012924736,0.00022228515,0.000004378772,0.20299946,0.00007972153,2.7613876e-7,0.000038054302,0.0000016556578,0.00077751826,0.000017209717,0.7958343,0.000012203551],"study_design_scores_gemma":[0.00019537497,0.0007026559,0.0005284234,0.7727706,0.00014333331,0.0000035989806,0.00011350202,0.0000015439953,0.015815895,0.0000015515213,0.20960446,0.000119073],"about_ca_topic_score_codex":0.0000013907462,"about_ca_topic_score_gemma":0.0000017891941,"teacher_disagreement_score":0.7032185,"about_ca_system_score_codex":0.000009573686,"about_ca_system_score_gemma":0.00007954639,"threshold_uncertainty_score":0.99840444},"labels":[],"label_agreement":null},{"id":"W6958477319","doi":"10.6084/m9.figshare.13364145","title":"Additional file 22 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Healthcare system; Escherichia coli; Antibiotic resistance; Health care; Antimicrobial; Public healthcare","score_opus":0.05794132581070799,"score_gpt":0.2923609457700117,"score_spread":0.23441961995930372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958477319","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055338786,0.057816308,7.89713e-7,0.0017394993,0.000008009667,0.0016497585,0.93817145,0.000011373856,0.000049435264],"genre_scores_gemma":[0.767608,0.00016756268,0.00007705039,0.0033542698,0.000015331816,0.0010595587,0.22735515,0.000021951328,0.00034114963],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983185,0.0007455589,0.0005314404,0.00021038546,0.000078139245,0.0001160113],"domain_scores_gemma":[0.99880385,0.0002828273,0.00044301455,0.00020376318,0.00023253924,0.000033985136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021118042,0.000111251466,0.0010889572,0.000067668974,0.00010453144,0.0000057561465,0.00009224771,0.00007378024,0.21285067],"category_scores_gemma":[0.0012996137,0.00007414499,0.00019088564,0.000556014,0.000021795524,0.000027861179,0.00006940391,0.00010812161,0.000044723114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010989037,0.00002808964,0.000003728528,0.1972245,0.0062668836,7.466812e-7,0.00048767263,0.000014582695,0.0001973724,0.000018485336,0.79574394,0.0000030250721],"study_design_scores_gemma":[0.003196533,0.0019417608,0.013029954,0.56422704,0.33313224,0.0001280617,0.008060708,0.00046251237,0.0012601629,0.000020113644,0.07276931,0.0017716043],"about_ca_topic_score_codex":0.000115863695,"about_ca_topic_score_gemma":0.0003881141,"teacher_disagreement_score":0.76705456,"about_ca_system_score_codex":0.000038213606,"about_ca_system_score_gemma":0.00020861029,"threshold_uncertainty_score":0.78786886},"labels":[],"label_agreement":null},{"id":"W6958479785","doi":"10.6084/m9.figshare.12655225","title":"Additional file 2 of On-line virtual patient learning: a pilot study of a new modality in antimicrobial stewardship education for pediatric residents","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Antimicrobial stewardship; Modality (human–computer interaction); Modalities; MEDLINE; Patient care; Stewardship (theology)","score_opus":0.05547986510900841,"score_gpt":0.271846680800386,"score_spread":0.21636681569137758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958479785","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11795724,0.00004868014,6.526407e-7,0.000050531642,0.0000405155,0.0004441519,0.88135237,0.000011842944,0.00009402405],"genre_scores_gemma":[0.619939,7.976881e-7,0.000023172566,0.00006282617,0.000053486547,0.00004989667,0.37938035,0.000006691965,0.0004837933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992631,0.00008527664,0.00028806992,0.00020049674,0.000044126115,0.00011894331],"domain_scores_gemma":[0.9990807,0.00047122838,0.00023897739,0.00008993233,0.00009807372,0.000021089785],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000016692551,0.00009218212,0.00019867661,0.000064351225,0.000039595812,0.0000029940802,0.00011771694,0.00006700316,0.6102139],"category_scores_gemma":[0.002038256,0.000087182205,0.000042616564,0.00015395298,0.000007804849,0.000031461204,0.000050014885,0.00015162626,0.00027664477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006085139,0.0014465799,0.00016391276,0.00013985382,0.000025482264,7.0721774e-7,0.0005600423,0.000091251655,0.00035038008,0.0000023210669,0.9961423,0.00046861754],"study_design_scores_gemma":[0.018400187,0.10453381,0.33608505,0.010888875,0.00021996797,0.000011243367,0.009072402,0.00011303452,0.024216898,0.00011724224,0.49471015,0.0016311567],"about_ca_topic_score_codex":0.00004466075,"about_ca_topic_score_gemma":0.000037258385,"teacher_disagreement_score":0.60993725,"about_ca_system_score_codex":0.000014808246,"about_ca_system_score_gemma":0.00035057162,"threshold_uncertainty_score":0.39014244},"labels":[],"label_agreement":null},{"id":"W6958491387","doi":"10.6084/m9.figshare.26574956.v1","title":"Additional file 1 of Exploring medical and veterinary student perceptions and communication preferences related to antimicrobial resistance in Ontario, Canada using qualitative methods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Qualitative research; Perception; Antibiotic resistance; Resistance (ecology); Focus group; Qualitative analysis","score_opus":0.1383423487449102,"score_gpt":0.38422967774069167,"score_spread":0.24588732899578147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958491387","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20703469,0.0013293426,0.0000013442705,0.00007055498,0.000042730993,0.00010446418,0.79098237,0.000012076252,0.0004224111],"genre_scores_gemma":[0.48459223,0.000057798756,0.007698367,0.000080055004,0.000008708763,0.00022387788,0.5050474,0.000015672424,0.002275923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924266,0.00026885097,0.00018764274,0.00016214958,0.000039237526,0.00009943187],"domain_scores_gemma":[0.9984638,0.0013600828,0.000036995316,0.00008548231,0.00003311152,0.000020545549],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000084536194,0.0000717629,0.00013300509,0.00005314593,0.00008409522,0.0000101575,0.00008990864,0.00008322284,0.79531616],"category_scores_gemma":[0.00041663556,0.00006611683,0.000013811608,0.00009050987,0.00004093143,0.000071908784,0.0001203879,0.00022273979,0.000019918483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020716225,0.000016255419,0.00001645751,0.00015106003,0.00005146236,0.0000132381565,0.010091563,0.000001278938,0.001115562,0.000022170392,0.9881073,0.00039293134],"study_design_scores_gemma":[0.0003671775,0.00011841229,0.11365244,0.042392645,0.000024297378,0.00008404577,0.01365893,0.000026074082,0.00043918664,0.00013310477,0.82872677,0.0003768937],"about_ca_topic_score_codex":0.06854787,"about_ca_topic_score_gemma":0.7646131,"teacher_disagreement_score":0.79529625,"about_ca_system_score_codex":0.000103725935,"about_ca_system_score_gemma":0.0004952584,"threshold_uncertainty_score":0.93765473},"labels":[],"label_agreement":null},{"id":"W6958528275","doi":"10.6084/m9.figshare.16456944","title":"Additional file 1 of Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Psychological intervention; Context (archaeology); Antibiotic resistance; MEDLINE; Success factors","score_opus":0.050752497847773095,"score_gpt":0.3069969988287807,"score_spread":0.2562445009810076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958528275","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08417851,0.0010734237,0.0000045278157,0.0003337203,0.000035160017,0.000108850276,0.9141907,0.0000099577765,0.000065145185],"genre_scores_gemma":[0.5714616,0.00001570344,0.00002583908,0.00003933424,0.000009624892,0.000013747497,0.42746365,0.0000046184587,0.00096587883],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986551,0.00022432255,0.00064073387,0.00021476456,0.00004748573,0.00021762846],"domain_scores_gemma":[0.9979101,0.0008971952,0.0008333505,0.00013917248,0.00020399792,0.000016183842],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090823676,0.000112526715,0.0005608007,0.00007265618,0.00031221315,0.000012329933,0.00017553498,0.0001317174,0.8205408],"category_scores_gemma":[0.0009132969,0.00009183161,0.0005650203,0.00043909534,0.00017273285,0.000058193982,0.00017292019,0.00018823166,0.000021457914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038272152,0.0004502078,0.0004033682,0.0013580195,0.001449539,0.0000020193515,0.0006866369,7.3740694e-7,0.0060840608,0.00006979112,0.98935753,0.000099825724],"study_design_scores_gemma":[0.00045806848,0.00009702518,0.90664804,0.011395656,0.00026482137,0.0000028382508,0.0025482003,0.00000224752,0.020365896,0.000012187322,0.058010075,0.00019496304],"about_ca_topic_score_codex":0.00003040649,"about_ca_topic_score_gemma":0.0011533517,"teacher_disagreement_score":0.9313474,"about_ca_system_score_codex":0.000021503807,"about_ca_system_score_gemma":0.00009624357,"threshold_uncertainty_score":0.37447843},"labels":[],"label_agreement":null},{"id":"W6958554328","doi":"10.6084/m9.figshare.16640916","title":"Additional file 1 of Impact of a hospital-wide computerised approach to optimise the quality of antimicrobial prescriptions in patients with severe obesity: a quasi-experimental study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Dosing; Medical prescription; Antimicrobial; Quality (philosophy); Table (database); Class (philosophy)","score_opus":0.016543146444007034,"score_gpt":0.2508119935119537,"score_spread":0.23426884706794668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958554328","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37271,0.000024210578,0.0000014334763,0.0000031653897,0.000010927224,0.0003431628,0.6267636,0.0000041366543,0.00013941101],"genre_scores_gemma":[0.695251,1.1611423e-7,0.00022998045,0.00001277552,0.000003540699,0.000040514697,0.3043531,0.000005566529,0.00010340483],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991362,0.00017508691,0.00029505955,0.00019645257,0.0000614012,0.00013579155],"domain_scores_gemma":[0.9990331,0.000281558,0.00021187213,0.00025326692,0.0002052581,0.000014964234],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025688018,0.000114287526,0.0003118028,0.000040429375,0.000048856367,0.0000048307334,0.00017495229,0.00007292301,0.43108428],"category_scores_gemma":[0.0002723654,0.00007838644,0.00010635164,0.00019385542,0.000039364102,0.000047054888,0.00013090957,0.00010430208,0.00003895808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027546086,0.014347774,0.006199096,0.00009717336,0.00025685134,0.000001494726,0.0013761545,0.000080383004,0.0005872569,0.0000016730277,0.9767586,0.000018098239],"study_design_scores_gemma":[0.0018998032,0.0016934474,0.99004847,0.0012216392,0.000013839555,0.0000018546785,0.0011480155,0.0000055708138,0.0027800582,6.244152e-7,0.0010281615,0.00015854502],"about_ca_topic_score_codex":0.000051096576,"about_ca_topic_score_gemma":0.000019738196,"teacher_disagreement_score":0.98384935,"about_ca_system_score_codex":0.000026722659,"about_ca_system_score_gemma":0.00016626535,"threshold_uncertainty_score":0.5694358},"labels":[],"label_agreement":null},{"id":"W6958691885","doi":"10.6084/m9.figshare.26739975","title":"Additional file 4 of Integrated surveillance systems for antibiotic resistance in a One Health context: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Montréal; York University","funders":"","keywords":"Antibiotic resistance; MEDLINE; Public health; Public health surveillance; Health care","score_opus":0.043883920299091925,"score_gpt":0.29174924040782674,"score_spread":0.2478653201087348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958691885","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015837995,0.3248289,0.0000025978493,0.00011544428,0.000061046,0.0006159904,0.6741037,0.000035029167,0.00023572652],"genre_scores_gemma":[0.006696123,0.0012123468,0.000057483878,0.00020660383,0.00002393177,0.00023697293,0.9884982,0.000017303808,0.003051025],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989115,0.00011645556,0.00042399592,0.00027064586,0.000035015597,0.00024238463],"domain_scores_gemma":[0.99818,0.0013703535,0.00016438887,0.00015873689,0.00011071691,0.000015824613],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000099651064,0.00012090927,0.00045789665,0.00007156975,0.000052689655,0.000012170459,0.0001278856,0.00010867154,0.7836933],"category_scores_gemma":[0.0015917945,0.00010547356,0.000085351225,0.00028152787,0.000024783929,0.000047060035,0.000022630637,0.00015571751,0.0008672084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019258056,0.000028384786,9.943582e-7,0.041614395,0.000038078964,0.0000038171875,0.000019776899,2.221188e-7,0.000027311717,0.00006653284,0.95777327,0.0004079771],"study_design_scores_gemma":[0.000102843645,0.00003181463,0.00014064461,0.55545753,0.0000020588664,0.0000041626186,0.00002213459,0.0000060940865,0.000039068625,0.0000030899837,0.44411746,0.0000731117],"about_ca_topic_score_codex":0.000027816146,"about_ca_topic_score_gemma":0.0007252683,"teacher_disagreement_score":0.78282607,"about_ca_system_score_codex":0.000059029124,"about_ca_system_score_gemma":0.00057453493,"threshold_uncertainty_score":0.9999107},"labels":[],"label_agreement":null},{"id":"W6958708449","doi":"10.6084/m9.figshare.12276938.v1","title":"Additional file 1 of Systematic review of patient-oriented interventions to reduce unnecessary use of antibiotics for upper respiratory tract infections","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; McMaster University; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Psychological intervention; Antibiotics; Respiratory tract infections; Systematic review; Upper respiratory infections","score_opus":0.06479218062348278,"score_gpt":0.29152070887369436,"score_spread":0.22672852825021156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958708449","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035296835,0.0040029683,0.000008841928,0.000052746134,0.00003837634,0.00081952283,0.994639,0.000014814923,0.00007077394],"genre_scores_gemma":[0.031207439,0.00005840166,0.0004340491,0.0006394864,0.000018919978,0.00009194206,0.9671224,0.000021379521,0.00040603045],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989658,0.00009742127,0.00064343127,0.00014610343,0.000041990537,0.00010523611],"domain_scores_gemma":[0.99782884,0.0010565413,0.00051670015,0.00019532575,0.0003778014,0.000024819203],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025728394,0.00009541654,0.00043365802,0.0000650574,0.000043974025,0.000002160934,0.00011345295,0.00009714296,0.708258],"category_scores_gemma":[0.0099377185,0.0000822568,0.00030820977,0.00024125972,0.000025369807,0.000067189714,0.00005210128,0.00008476212,0.0002450401],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001287955,0.00022283838,0.0000043822156,0.20099248,0.000079946076,2.736479e-7,0.000038130343,0.0000016585573,0.0007773086,0.000017345432,0.7978407,0.000012064077],"study_design_scores_gemma":[0.00019345382,0.0007055831,0.00053291576,0.7756893,0.00014495135,0.0000036407853,0.0001143298,0.0000015461346,0.015551802,0.0000015517647,0.20694155,0.000119402015],"about_ca_topic_score_codex":0.0000013762815,"about_ca_topic_score_gemma":0.0000017780053,"teacher_disagreement_score":0.70801294,"about_ca_system_score_codex":0.000009538636,"about_ca_system_score_gemma":0.00007950567,"threshold_uncertainty_score":0.998402},"labels":[],"label_agreement":null},{"id":"W6962784432","doi":"10.18163/urppchusj2015091001","title":"A Comparative Analysis of Antibiotic and Antiviral Drug Use in Pediatrics and ObstetricsGynecology over 12 years (2000-2001, 2005-2006 and 2012-2013) using Defined Daily Doses and Days of Therapy","year":2015,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Antibiotics; Formulary; Azithromycin; Medical prescription; Drug; Defined daily dose; Antimicrobial; Drug Utilization Review","score_opus":0.033940300895618426,"score_gpt":0.26739311264494536,"score_spread":0.23345281174932694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6962784432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647678,0.034684364,0.00003743948,0.000022323004,0.00009199427,0.00018343222,0.00007656866,0.000008352976,0.00012772679],"genre_scores_gemma":[0.9913969,0.007305086,0.0006109906,0.000039432118,0.0000063632447,2.6496022e-7,0.000022294447,0.0000077683235,0.00061092206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987087,0.0002078302,0.00038304753,0.00033066195,0.00004806244,0.00032170033],"domain_scores_gemma":[0.9989024,0.0005875246,0.00022884157,0.00015845704,0.00007238324,0.000050419858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003417478,0.00018805174,0.0007770239,0.00061372377,0.00004805936,0.00001791616,0.000065232765,0.00022657396,0.000028163748],"category_scores_gemma":[0.00008780909,0.000152954,0.00003920166,0.0005157279,0.00066057494,0.0002102571,0.00009460401,0.0001428782,9.100848e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026602967,0.00017871974,0.98031825,0.000037652662,0.00045099974,0.0000077299965,0.0019539804,0.000014611609,0.015067964,0.00014627817,0.0012801929,0.0002776029],"study_design_scores_gemma":[0.003053002,0.00019894578,0.99178845,0.000024092233,0.00046471733,0.000011049356,0.0013004713,0.00033897266,0.0020414048,0.000033100667,0.00052155124,0.00022426624],"about_ca_topic_score_codex":0.0022880747,"about_ca_topic_score_gemma":0.0048534707,"teacher_disagreement_score":0.027379276,"about_ca_system_score_codex":0.000021057267,"about_ca_system_score_gemma":0.00009962802,"threshold_uncertainty_score":0.6237283},"labels":[],"label_agreement":null},{"id":"W6962937961","doi":"10.18163/urppchusj2014110601","title":"L’expérience d’un CHU mère-enfant en gérance des antimicrobiens : données sources et traitement de données aux fins d’élaborer un rapport de surveillance","year":2014,"lang":"fr","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Monoclonal antibody; Immune system; Disease","score_opus":0.012767688837902759,"score_gpt":0.234843893835412,"score_spread":0.22207620499750924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6962937961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94063944,0.025729934,0.02341242,0.0044413074,0.0010732368,0.0004152191,0.00018538862,0.00020719404,0.0038958895],"genre_scores_gemma":[0.9507524,0.019320147,0.005613432,0.0030157205,0.00023743717,0.000016795706,0.000067898916,0.0000718213,0.020904357],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945544,0.0014143137,0.0008972559,0.0010557172,0.0001277526,0.0019505521],"domain_scores_gemma":[0.9977236,0.00072109536,0.00039226047,0.00076322723,0.00020563988,0.0001942152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022349127,0.0007437093,0.00094019936,0.00014181655,0.0010226193,0.0001269395,0.0009304007,0.00086767686,0.0022034494],"category_scores_gemma":[0.0002636714,0.00064014085,0.0003288521,0.00039114858,0.0024589638,0.00032038148,0.00025642803,0.00077816116,0.00041901274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005872366,0.0019708844,0.34514573,0.0014262274,0.0014677568,0.00023355645,0.054058094,0.00042014968,0.51089054,0.04594748,0.016982969,0.020869361],"study_design_scores_gemma":[0.0028751788,0.0006761472,0.29741165,0.0011144306,0.0002165845,0.0007939563,0.0050265435,0.00033136754,0.29012,0.0011167239,0.39877146,0.0015459536],"about_ca_topic_score_codex":0.0011946433,"about_ca_topic_score_gemma":0.0016955894,"teacher_disagreement_score":0.3817885,"about_ca_system_score_codex":0.00013800523,"about_ca_system_score_gemma":0.0006694074,"threshold_uncertainty_score":0.999605},"labels":[],"label_agreement":null},{"id":"W6964365455","doi":"10.25384/sage.14511329.v1","title":"sj-pdf-1-cph-10.1177_1715163521999417 – Supplemental material for Community pharmacist prescribing of antimicrobials: A systematic review from an antimicrobial stewardship perspective","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Perspective (graphical); Stewardship (theology); Pharmacist; Community pharmacist; Clinical pharmacy","score_opus":0.053738510222650006,"score_gpt":0.3182035956113459,"score_spread":0.2644650853886959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964365455","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022173775,0.016328841,0.000011951334,0.00023157887,0.00050935074,0.0022877746,0.9578993,0.00009739737,0.00046004268],"genre_scores_gemma":[0.39917186,0.00025752815,0.00021427467,0.0008033024,0.00012564789,0.00012578405,0.5974863,0.000061708466,0.0017535883],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99707556,0.0011688073,0.00079198094,0.00044578634,0.00007078338,0.00044707264],"domain_scores_gemma":[0.99776894,0.00038188646,0.00051607436,0.00073007314,0.0005565037,0.000046523277],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002883617,0.00034562143,0.0011415293,0.00005734698,0.00042451543,0.000060599916,0.0006050023,0.00024329346,0.31807765],"category_scores_gemma":[0.00090331124,0.00031860181,0.00033565648,0.00015198758,0.0000610758,0.00021425221,0.00028792862,0.00034199355,0.0011755554],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018189661,0.00049174094,0.000009184205,0.08913611,0.000580775,0.00001775419,0.00076804945,4.82593e-7,0.42622912,0.000013032422,0.4825621,0.000009767816],"study_design_scores_gemma":[0.0024119886,0.00018641887,0.000035978777,0.13099991,0.00075492304,0.00009379331,0.002044397,0.000004124343,0.8536583,0.000018479754,0.009331346,0.00046034556],"about_ca_topic_score_codex":0.00025819393,"about_ca_topic_score_gemma":0.0001386267,"teacher_disagreement_score":0.47323075,"about_ca_system_score_codex":0.00012488314,"about_ca_system_score_gemma":0.00021675658,"threshold_uncertainty_score":0.9999266},"labels":[],"label_agreement":null},{"id":"W6968897668","doi":"10.5281/zenodo.4181867","title":"Read Ebook Business Communication Essentials, Fourth Canadian Edition (4th Edition) Full Books","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Hyporeflexia; TSG101; Gestational period; Demotion; Dysgeusia","score_opus":0.024426815995129483,"score_gpt":0.2133505984535793,"score_spread":0.18892378245844982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968897668","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037526906,0.0034466786,0.042549882,0.06105335,0.0023473285,0.0028540567,0.0027864915,0.0038461532,0.8435891],"genre_scores_gemma":[0.9822699,0.00048856,0.00016469476,0.0011355358,0.00036411156,7.3574434e-8,0.0110629,0.0006405747,0.003873645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986058,0.000377246,0.00024456653,0.00032533627,0.00008673573,0.00036034864],"domain_scores_gemma":[0.998779,0.000022131764,0.000120643155,0.00039213416,0.00055668096,0.00012943597],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026724892,0.0001398724,0.00015952629,0.00013981262,0.0024859644,0.00021883295,0.000720897,0.00014600082,0.017721746],"category_scores_gemma":[0.00029895632,0.00014584552,0.000044133583,0.00031773493,0.00028306607,0.00021650697,0.00034592257,0.00032947396,0.014712054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014826327,0.000080951104,0.000004522297,0.00008767503,0.00010292199,0.00001461556,0.0010983855,0.000017109887,0.04064465,0.007158633,0.93700206,0.013640231],"study_design_scores_gemma":[0.000509217,0.000107469714,0.00074470515,0.00005964834,0.000027429058,0.00006810654,0.00030450654,0.000026882535,0.0021405441,0.00012345938,0.9957159,0.00017210175],"about_ca_topic_score_codex":0.0012046373,"about_ca_topic_score_gemma":0.00016051946,"teacher_disagreement_score":0.944743,"about_ca_system_score_codex":0.00010565304,"about_ca_system_score_gemma":0.000021851478,"threshold_uncertainty_score":0.9988127},"labels":[],"label_agreement":null},{"id":"W6969232860","doi":"10.5281/zenodo.5874716","title":"SalishSeaCast/SoG_upwelling_EOF_paper: Source code for: Wind-driven upwelling and surface nutrient delivery in a semi-enclosed coastal sea","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Upwelling; Coastal sea; Nutrient; Seawater; Coastal zone; Sea surface temperature","score_opus":0.018041440691113346,"score_gpt":0.2199220420208931,"score_spread":0.20188060132977975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969232860","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1683936,0.030745018,0.0152205005,0.0015959502,0.0020123166,0.008181987,0.022327371,0.0054381057,0.74608517],"genre_scores_gemma":[0.2979485,0.008407148,0.00071591756,0.00040309766,0.00037866717,3.0824023e-7,0.026552405,0.014066956,0.651527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979607,0.0004298556,0.00030618507,0.0006642116,0.00012568347,0.00051336875],"domain_scores_gemma":[0.9991556,0.00007042888,0.00020874535,0.0003864025,0.000113754366,0.000065078864],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044686047,0.00027482715,0.00036631894,0.00027709155,0.0011819169,0.0001520487,0.0006857121,0.00030636098,0.016342245],"category_scores_gemma":[0.000113922746,0.00029389377,0.00008194354,0.00027910655,0.00030420267,0.00005687933,0.0008829261,0.0006178931,0.0011872179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041588224,0.0003309506,0.00015044615,0.0004886766,0.00031560025,0.00004003809,0.0017370678,0.000453104,0.014673256,0.0008871994,0.9761125,0.0043953015],"study_design_scores_gemma":[0.00138291,0.00021746288,0.000047551337,0.00019063104,0.000042529045,0.00006310091,0.00071660883,0.00013735461,0.00040446545,0.00001988584,0.9964604,0.00031712136],"about_ca_topic_score_codex":0.00012039706,"about_ca_topic_score_gemma":0.000031140902,"teacher_disagreement_score":0.12955491,"about_ca_system_score_codex":0.00011761671,"about_ca_system_score_gemma":0.000013155561,"threshold_uncertainty_score":0.9999513},"labels":[],"label_agreement":null},{"id":"W6976743339","doi":"10.6084/m9.figshare.11853912","title":"Additional file 1 of Antimicrobial use among adult inpatients at hospital sites within the Canadian Nosocomial Infection Surveillance Program: 2009 to 2016","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Diagnosis code; Antibiotics; Public health; Antimicrobial drug; MEDLINE","score_opus":0.013620946811868151,"score_gpt":0.2274180800796956,"score_spread":0.21379713326782745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976743339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8285518,0.0000063611924,6.9351523e-7,0.00041852499,0.00016932224,0.00069710205,0.16920522,0.0000034075072,0.00094754656],"genre_scores_gemma":[0.9700269,0.0000023236396,0.0006045865,0.00031654804,0.000053169144,0.00003870781,0.02465114,0.000011562124,0.0042950558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992058,0.00009034238,0.0002094345,0.00024524485,0.000035431363,0.000213714],"domain_scores_gemma":[0.99930686,0.00021225044,0.00015269911,0.00013717724,0.00013106325,0.00005994406],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000047221332,0.00011596945,0.00016881301,0.000030429768,0.0002945164,0.000056018056,0.00024444432,0.00014628012,0.22429337],"category_scores_gemma":[0.0004927697,0.00008529176,0.000050099337,0.0001510509,0.00021523431,0.00012913921,0.00014917186,0.00014337784,0.0019553273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008327135,0.00007706038,0.026408723,0.0000039413753,0.00006054012,0.0000028135864,0.0005475565,0.00000458198,0.0016732065,0.0000013887934,0.97017956,0.00095735845],"study_design_scores_gemma":[0.00047554242,0.0004050563,0.33595824,0.0002255314,0.000014803756,0.0000050375083,0.00006329383,0.000007338618,0.007946261,6.9001925e-7,0.65465647,0.00024176945],"about_ca_topic_score_codex":0.024629518,"about_ca_topic_score_gemma":0.40504372,"teacher_disagreement_score":0.38041422,"about_ca_system_score_codex":0.000045483186,"about_ca_system_score_gemma":0.00022685998,"threshold_uncertainty_score":0.9988218},"labels":[],"label_agreement":null},{"id":"W6976776376","doi":"10.6084/m9.figshare.13364130.v1","title":"Additional file 18 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Escherichia coli; Healthcare system; Antibiotic resistance; Antimicrobial; Health care; Systematic review","score_opus":0.06990468975898605,"score_gpt":0.2998146485459926,"score_spread":0.22990995878700654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976776376","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052627426,0.056742232,9.0205464e-7,0.0016794046,0.000008017269,0.0016410969,0.93933564,0.00001139871,0.000055024055],"genre_scores_gemma":[0.794774,0.00014703591,0.00007015657,0.002987546,0.0000138662235,0.0009251805,0.20074938,0.000019618123,0.00031321624],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983322,0.00073368364,0.00053004595,0.000211475,0.0000768919,0.00011572598],"domain_scores_gemma":[0.9988052,0.0002811899,0.0004404355,0.00020419693,0.00023491887,0.000034004253],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020648321,0.00011099047,0.0011020065,0.000067359564,0.00010424033,0.0000058654,0.00009158628,0.00007391482,0.23586251],"category_scores_gemma":[0.0013172884,0.000074038086,0.00018983024,0.0005548939,0.000022358488,0.000027657157,0.000068833484,0.00010634243,0.000046012785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010451355,0.000025398142,0.0000030230553,0.17997338,0.0057554925,6.7761783e-7,0.00043857243,0.00001384028,0.00014185047,0.000014864912,0.8136196,0.0000028385978],"study_design_scores_gemma":[0.0032313014,0.0018981532,0.012639556,0.5730979,0.32899708,0.00013613117,0.007546085,0.0004410389,0.0011973178,0.00002229087,0.06904844,0.0017447411],"about_ca_topic_score_codex":0.00013197382,"about_ca_topic_score_gemma":0.00045374315,"teacher_disagreement_score":0.79424775,"about_ca_system_score_codex":0.00003759198,"about_ca_system_score_gemma":0.00021009316,"threshold_uncertainty_score":0.764836},"labels":[],"label_agreement":null},{"id":"W6976801811","doi":"10.6084/m9.figshare.21256636.v1","title":"Additional file 2 of Non-prescribed antibiotic use for children at community levels in low- and middle-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quality (philosophy); MEDLINE; Quality assessment; Primary care; Data quality","score_opus":0.05189980954571283,"score_gpt":0.25785875215691423,"score_spread":0.2059589426112014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976801811","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012884067,0.01928888,2.824557e-7,0.000030498428,0.0000045432125,0.0009846123,0.978377,0.000009498014,0.000016276117],"genre_scores_gemma":[0.11901436,0.00006075291,0.00005472381,0.0004304113,0.000002130188,0.0005124926,0.8768589,0.000013116399,0.0030531348],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99876046,0.00041215745,0.0004139105,0.00019344746,0.00004924289,0.00017078365],"domain_scores_gemma":[0.99670273,0.0025468075,0.0003175594,0.0003369078,0.0000783098,0.000017671535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015185548,0.00015136192,0.0011793848,0.00011421019,0.00032438716,0.0000110878655,0.00019976626,0.00007775774,0.8967526],"category_scores_gemma":[0.0012755976,0.00012073268,0.00026762276,0.00024155312,0.00004526188,0.00006835224,0.00030271572,0.00020690022,0.000074641044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021953294,0.000080653335,0.00004845234,0.13327838,0.019193161,0.0000031002214,0.00015045486,0.0000027993183,0.000010553098,0.0000027347435,0.8472075,2.4669808e-7],"study_design_scores_gemma":[0.0048201587,0.0010931444,0.24760684,0.3142237,0.3857258,0.0006132794,0.0013225185,0.00012494362,0.0009828816,0.00004981868,0.040818617,0.0026182847],"about_ca_topic_score_codex":0.000040447714,"about_ca_topic_score_gemma":0.00013619555,"teacher_disagreement_score":0.8966779,"about_ca_system_score_codex":0.000032168988,"about_ca_system_score_gemma":0.000036100668,"threshold_uncertainty_score":0.49233356},"labels":[],"label_agreement":null},{"id":"W6976855275","doi":"10.6084/m9.figshare.19174106.v1","title":"Additional file 4 of Optimizing responsiveness to feedback about antibiotic prescribing in primary care: protocol for two interrelated randomized implementation trials with embedded process evaluations","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Protocol (science); Process (computing); Medical prescription; Randomized controlled trial; Primary care; MEDLINE","score_opus":0.04742605111878408,"score_gpt":0.36741794254572474,"score_spread":0.3199918914269407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976855275","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034953325,0.000039705934,0.000021252123,0.00002096748,0.000025993793,0.086616606,0.9125695,0.000027190457,0.00032921485],"genre_scores_gemma":[0.008031466,6.664766e-8,0.0006755817,0.000057328194,0.00001263198,0.30724534,0.6836658,0.000018499108,0.00029326076],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978689,0.0008572285,0.0006425868,0.0003018242,0.0000968568,0.00023258606],"domain_scores_gemma":[0.9958208,0.0031672122,0.0005120204,0.0001503742,0.00033250512,0.000017046805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004020626,0.00015356467,0.00060319406,0.00019890348,0.00023486957,0.000015355705,0.00018565096,0.000067215624,0.83681464],"category_scores_gemma":[0.0026448034,0.00012697886,0.00012794767,0.0003110006,0.000025968693,0.00009438276,0.00009081806,0.000169993,0.000059255344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06621677,0.00014052945,0.0000033152453,0.00081960036,0.00020990847,0.000003133896,0.0021421672,0.0020729296,0.0030356797,0.0000051551233,0.9240389,0.0013119102],"study_design_scores_gemma":[0.57563496,0.0026268922,0.0028285757,0.045712985,0.000389589,0.000070965914,0.02131693,0.00049657986,0.095177636,0.00007552168,0.2541215,0.0015478424],"about_ca_topic_score_codex":0.000008178993,"about_ca_topic_score_gemma":0.00003313797,"teacher_disagreement_score":0.8367554,"about_ca_system_score_codex":0.00013842744,"about_ca_system_score_gemma":0.00070165994,"threshold_uncertainty_score":0.5178048},"labels":[],"label_agreement":null},{"id":"W6976855993","doi":"10.6084/m9.figshare.11853912.v1","title":"Additional file 1 of Antimicrobial use among adult inpatients at hospital sites within the Canadian Nosocomial Infection Surveillance Program: 2009 to 2016","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Diagnosis code; Antibiotics; Public health; Antimicrobial drug; MEDLINE","score_opus":0.012577947880163075,"score_gpt":0.20211724860588967,"score_spread":0.18953930072572658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976855993","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075273395,0.000013731217,5.3724957e-8,0.00023533212,0.00008856709,0.00043906312,0.92367935,0.000038732192,0.00023177732],"genre_scores_gemma":[0.3776471,6.1296186e-7,0.000034613302,0.00044669924,0.00005739411,0.00008337427,0.6209742,0.000010094588,0.00074592885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992605,0.00006275355,0.00018538118,0.00021706882,0.00004147279,0.00023282142],"domain_scores_gemma":[0.99921507,0.00023536601,0.00015226455,0.0001283963,0.00020524484,0.00006366165],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000011850695,0.00012698906,0.00014799878,0.000035280416,0.0002705734,0.000026121788,0.00015254001,0.00017930836,0.7830812],"category_scores_gemma":[0.0017778045,0.00009554262,0.00007251681,0.00016778418,0.000054870467,0.000087888104,0.000083476196,0.00017341095,0.0048243185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036778936,0.00003914742,0.003948921,0.000027554366,0.00004225485,0.000003244424,0.00018284375,0.000005186352,0.00032419033,7.9616285e-7,0.99528253,0.00010656997],"study_design_scores_gemma":[0.00028422542,0.00021968022,0.2622093,0.0007906245,0.0000052737178,0.000003401791,0.000013592062,0.000007959201,0.002762696,4.4804716e-7,0.733512,0.00019079406],"about_ca_topic_score_codex":0.0054863486,"about_ca_topic_score_gemma":0.15495333,"teacher_disagreement_score":0.77825683,"about_ca_system_score_codex":0.000049589788,"about_ca_system_score_gemma":0.00018448207,"threshold_uncertainty_score":0.9959505},"labels":[],"label_agreement":null},{"id":"W6976867122","doi":"10.6084/m9.figshare.26574962","title":"Additional file 3 of Exploring medical and veterinary student perceptions and communication preferences related to antimicrobial resistance in Ontario, Canada using qualitative methods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Qualitative research; Perception; Antibiotic resistance; Resistance (ecology); Focus group; Qualitative analysis","score_opus":0.13620041285330406,"score_gpt":0.38372202905697717,"score_spread":0.2475216162036731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976867122","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20873366,0.0013391942,0.0000013548195,0.0000704634,0.000043212374,0.0001047601,0.78926945,0.000012097072,0.0004258152],"genre_scores_gemma":[0.4897412,0.000058666137,0.0076374705,0.000080192774,0.000008817973,0.00022073739,0.49991664,0.00001570914,0.0023205667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992429,0.00026862387,0.00018771629,0.00016208761,0.00003924458,0.00009942524],"domain_scores_gemma":[0.9984742,0.0013495247,0.000037000646,0.000085370164,0.000033368102,0.000020544128],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008450255,0.00007175403,0.00013301702,0.00005313035,0.00008408887,0.000010175825,0.000089858964,0.000083216626,0.79173046],"category_scores_gemma":[0.00041653734,0.00006610203,0.000013810834,0.00009048038,0.00004093399,0.00007195738,0.00012031147,0.00022269982,0.000020109666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002110034,0.000016463076,0.000016694636,0.00015534523,0.00005210363,0.000013554874,0.010225266,0.0000012961807,0.0011327695,0.00002233959,0.98793983,0.00040326035],"study_design_scores_gemma":[0.0003675339,0.0001169597,0.11181433,0.041846734,0.000023839006,0.00008243504,0.013451818,0.00002582204,0.0004426021,0.00013197167,0.8313232,0.0003727643],"about_ca_topic_score_codex":0.069183566,"about_ca_topic_score_gemma":0.76568204,"teacher_disagreement_score":0.7917103,"about_ca_system_score_codex":0.000104087274,"about_ca_system_score_gemma":0.0004954989,"threshold_uncertainty_score":0.9370148},"labels":[],"label_agreement":null},{"id":"W6976884344","doi":"10.6084/m9.figshare.12560600.v1","title":"Additional file 1 of Understanding determinants of patients’ decisions to attend their family physician and to take antibiotics for upper respiratory tract infections: a qualitative descriptive study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Qualitative research; Descriptive research; Antibiotics; Respiratory tract infections; Interview; MEDLINE","score_opus":0.1430034884540054,"score_gpt":0.3204379409024229,"score_spread":0.1774344524484175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976884344","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10608648,0.000047898524,0.00003198602,0.000017261154,0.000024525561,0.0006443593,0.89303863,0.000010384513,0.0000984673],"genre_scores_gemma":[0.9000497,5.495919e-7,0.00017018041,0.00043539744,0.000016257985,0.000036388235,0.09924682,0.000014464738,0.000030278767],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991971,0.0000994272,0.000267696,0.0002374281,0.000043133896,0.00015519637],"domain_scores_gemma":[0.99739826,0.0020985906,0.00015857561,0.00010347604,0.00020026157,0.000040859526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000032961674,0.00012671987,0.0002788035,0.000083110885,0.00012928236,0.000006645959,0.000098830715,0.000081801736,0.077288486],"category_scores_gemma":[0.0022215322,0.000106347885,0.00007482899,0.000194708,0.00003231342,0.000064391614,0.00007257238,0.00008391542,0.000112909984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001459587,0.00054595293,0.00030721072,0.000053343443,0.00009735828,7.7588834e-7,0.013900053,0.0000014161741,0.0010411204,0.000008520452,0.98303986,0.0008584494],"study_design_scores_gemma":[0.0029760727,0.011988616,0.3701107,0.008523689,0.00009889446,0.0000010694698,0.3153457,0.000012993985,0.008029631,0.0001495591,0.28200027,0.00076280924],"about_ca_topic_score_codex":0.0000023263824,"about_ca_topic_score_gemma":0.00002562869,"teacher_disagreement_score":0.7939632,"about_ca_system_score_codex":0.000030599356,"about_ca_system_score_gemma":0.00007350963,"threshold_uncertainty_score":0.923555},"labels":[],"label_agreement":null},{"id":"W6976939335","doi":"10.6084/m9.figshare.16456950.v1","title":"Additional file 2 of Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Context (archaeology); Psychological intervention; Antibiotic resistance; MEDLINE; Success factors","score_opus":0.04927025098381731,"score_gpt":0.3064708919418784,"score_spread":0.25720064095806106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976939335","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08381965,0.0010882436,0.0000044514913,0.0003325614,0.00003535441,0.00010877429,0.91453457,0.000009963364,0.000066406654],"genre_scores_gemma":[0.5706887,0.000016049398,0.000025386085,0.0000393551,0.000009746083,0.000013538065,0.42823362,0.0000046154137,0.0009689519],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986551,0.0002242604,0.0006409688,0.00021463289,0.00004747602,0.00021756289],"domain_scores_gemma":[0.9979201,0.0008868172,0.00083430327,0.00013895381,0.00020362674,0.000016181897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009041789,0.00011249745,0.000560913,0.000072617266,0.00031223186,0.000012351819,0.00017545508,0.00013171803,0.81823796],"category_scores_gemma":[0.00090427755,0.00009180705,0.00056493096,0.0004388162,0.0001727309,0.0000582266,0.0001729003,0.00018819622,0.000021270464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038289687,0.0004523094,0.00039481607,0.0013748242,0.0014567057,0.000002074639,0.00069050235,7.43959e-7,0.0059410254,0.000071143564,0.98947495,0.000102606275],"study_design_scores_gemma":[0.00046366735,0.000097677796,0.9044891,0.011355283,0.00026577615,0.0000028621334,0.0025435695,0.000002249949,0.020396324,0.000012347449,0.06017522,0.00019591046],"about_ca_topic_score_codex":0.00003065691,"about_ca_topic_score_gemma":0.0011589262,"teacher_disagreement_score":0.9292997,"about_ca_system_score_codex":0.000021508846,"about_ca_system_score_gemma":0.00009589309,"threshold_uncertainty_score":0.3743783},"labels":[],"label_agreement":null},{"id":"W6976945709","doi":"10.6084/m9.figshare.16456953","title":"Additional file 3 of Characterizing social-ecological context and success factors of antimicrobial resistance interventions across the One Health spectrum: analysis of 42 interventions targeting E. coli","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"","keywords":"Context (archaeology); Psychological intervention; Antibiotic resistance; MEDLINE; Success factors","score_opus":0.04998312163593969,"score_gpt":0.30660565809860163,"score_spread":0.2566225364626619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976945709","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08463427,0.0010779154,0.000004548615,0.0003323943,0.00003543408,0.00010883897,0.9137312,0.000009946399,0.000065457425],"genre_scores_gemma":[0.5730405,0.000015907592,0.000025618661,0.000039355324,0.000009727754,0.0000135515575,0.42586812,0.000004623629,0.0009825989],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986551,0.00022414437,0.0006409694,0.00021468732,0.000047493726,0.00021761471],"domain_scores_gemma":[0.9979152,0.0008906429,0.0008334603,0.00013900043,0.00020548199,0.000016182732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009078971,0.00011251365,0.000560848,0.00007263616,0.000312191,0.000012350835,0.00017544387,0.00013170816,0.81749254],"category_scores_gemma":[0.0009130946,0.00009181229,0.00056499057,0.00043896094,0.00017274298,0.000058230937,0.00017281705,0.00018819992,0.00002165139],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038944178,0.0004556754,0.00040888562,0.0013943737,0.0014667175,0.0000020650125,0.0006952792,7.468521e-7,0.0061730603,0.00007030158,0.98919165,0.00010230448],"study_design_scores_gemma":[0.00046402274,0.00009706459,0.90525275,0.0113935815,0.0002632659,0.0000028207671,0.0025421942,0.0000022539957,0.020759465,0.000012235815,0.05901504,0.00019528545],"about_ca_topic_score_codex":0.00003069106,"about_ca_topic_score_gemma":0.001159809,"teacher_disagreement_score":0.9301766,"about_ca_system_score_codex":0.000021574197,"about_ca_system_score_gemma":0.00009628749,"threshold_uncertainty_score":0.37439966},"labels":[],"label_agreement":null},{"id":"W6976945807","doi":"10.6084/m9.figshare.26636844.v1","title":"Additional file 1 of Adherence to evidence-based implementation of antimicrobial treatment guidelines among prescribers in sub-Saharan Africa: a systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; McGill University","funders":"","keywords":"MEDLINE; Systematic review; Antimicrobial; Antimicrobial drug; Anti-Infective Agents","score_opus":0.1329806378630957,"score_gpt":0.3372807316043816,"score_spread":0.2043000937412859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976945807","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000094949035,0.103063084,0.0000014029557,0.00009747383,0.0000062786376,0.00073339016,0.89597994,0.000010473623,0.000012995948],"genre_scores_gemma":[0.05443254,0.0010756105,0.0003684782,0.0002551074,0.000008984294,0.0021083064,0.93923247,0.000017593415,0.0025009245],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989268,0.00013367816,0.0005566511,0.00022439744,0.000042766427,0.000115696435],"domain_scores_gemma":[0.9987141,0.00078053883,0.00018751806,0.00016567577,0.00013813694,0.000014041601],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000068241956,0.0001267567,0.00083171483,0.00016306518,0.00002166632,0.000008681848,0.00009448181,0.000058209745,0.8746836],"category_scores_gemma":[0.0006461776,0.00008535168,0.0003313004,0.00044086645,0.0000187292,0.00007784198,0.000024955136,0.00004077732,0.00022326785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005489865,0.000020092311,0.0000018266726,0.038606025,0.0072363033,0.0000031733653,0.000046065925,0.000004913519,0.0004993407,3.9652042e-7,0.95355374,0.000022639539],"study_design_scores_gemma":[0.0007407895,0.0009406724,0.0023241192,0.5891143,0.28270513,0.000015640406,0.0003196049,0.00007569319,0.04218658,0.0000056851923,0.080714375,0.00085743],"about_ca_topic_score_codex":0.00009296289,"about_ca_topic_score_gemma":0.0004689305,"teacher_disagreement_score":0.87446034,"about_ca_system_score_codex":0.000024187817,"about_ca_system_score_gemma":0.000102359205,"threshold_uncertainty_score":0.34805405},"labels":[],"label_agreement":null},{"id":"W6976972099","doi":"10.6084/m9.figshare.14379297.v1","title":"Additional file 2 of The socioeconomic burden of antibiotic resistance in conflict-affected settings and refugee hosting countries: a systematic scoping review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; Refugee; Socioeconomic status; Scale (ratio); Cohort; Categorization; Quality (philosophy)","score_opus":0.012465674412038047,"score_gpt":0.24327484690687934,"score_spread":0.23080917249484129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976972099","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011455743,0.09245075,4.3239222e-8,0.00009391652,0.00002465605,0.00052063,0.90526134,0.000011438657,0.0004916389],"genre_scores_gemma":[0.08123901,0.0016020578,0.00017580547,0.001016564,0.00005129272,0.00018454077,0.9089736,0.00004695785,0.006710212],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99898267,0.00018776374,0.00045448338,0.00019107184,0.000035329675,0.0001486576],"domain_scores_gemma":[0.99752086,0.0016097948,0.0005082137,0.00022042659,0.00013201057,0.000008661528],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000067764246,0.00010459629,0.00048120058,0.000026187996,0.00007506062,0.000006458137,0.00013612266,0.00011567412,0.64829344],"category_scores_gemma":[0.0038861474,0.000081158694,0.00007221837,0.00011465901,0.00006343034,0.000041592146,0.0000920642,0.00013731731,0.00022607656],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003979515,0.000009837313,0.0000061318333,0.17432536,0.00004487446,0.0000038202197,0.0001244971,2.7436408e-7,0.0006674443,0.000010796005,0.8247977,0.0000052726846],"study_design_scores_gemma":[0.0001959513,0.000008706344,0.00082031096,0.9754127,0.000026154901,0.000018751045,0.00015075169,0.0000016310719,0.0022541825,0.000002918963,0.021015001,0.000092923554],"about_ca_topic_score_codex":0.000002814294,"about_ca_topic_score_gemma":0.000055978348,"teacher_disagreement_score":0.8037827,"about_ca_system_score_codex":0.000022845961,"about_ca_system_score_gemma":0.00023848668,"threshold_uncertainty_score":0.46523622},"labels":[],"label_agreement":null},{"id":"W6976991491","doi":"10.6084/m9.figshare.19381020","title":"Additional file 6 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Checklist; Protocol (science); Audit; Medical record; Medical audit","score_opus":0.026203910079662652,"score_gpt":0.3041048625998783,"score_spread":0.2779009525202156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976991491","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008880762,0.0000035461223,9.275061e-7,0.000020427924,0.000021354936,0.039995994,0.95096225,0.000018995359,0.00009576994],"genre_scores_gemma":[0.25367075,2.1569015e-8,0.000010557459,0.00001904009,0.000013164987,0.3038136,0.4418282,0.000010881644,0.00063378795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991471,0.00011575694,0.00026297013,0.00021430504,0.000109391876,0.00015046063],"domain_scores_gemma":[0.9987824,0.00071349496,0.00018690834,0.00012758661,0.00016432574,0.0000252805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006261587,0.00011051225,0.00017700288,0.00012381683,0.00032201313,0.00000453001,0.000136138,0.00006350377,0.94194704],"category_scores_gemma":[0.0006215981,0.0000949996,0.00008143703,0.0002502805,0.00002444198,0.00006401311,0.00005031742,0.0001365317,0.00008603996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024462712,0.000960515,0.0007269937,0.00008486572,0.00024164763,0.0000017067706,0.00032439997,0.000022985003,0.00003672492,0.000004818773,0.9970077,0.00034298335],"study_design_scores_gemma":[0.006855623,0.018706264,0.28991166,0.0009976057,0.000051997748,0.000010835788,0.0026250929,7.591365e-7,0.000911575,0.000008955432,0.6796433,0.0002763369],"about_ca_topic_score_codex":0.00005268278,"about_ca_topic_score_gemma":0.0011830187,"teacher_disagreement_score":0.94186103,"about_ca_system_score_codex":0.000044631965,"about_ca_system_score_gemma":0.00027326992,"threshold_uncertainty_score":0.38739714},"labels":[],"label_agreement":null},{"id":"W6977000811","doi":"10.6084/m9.figshare.26574956","title":"Additional file 1 of Exploring medical and veterinary student perceptions and communication preferences related to antimicrobial resistance in Ontario, Canada using qualitative methods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Qualitative research; Perception; Antibiotic resistance; Resistance (ecology); Focus group; Qualitative analysis","score_opus":0.1383423487449102,"score_gpt":0.38422967774069167,"score_spread":0.24588732899578147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977000811","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20703469,0.0013293426,0.0000013442705,0.00007055498,0.000042730993,0.00010446418,0.79098237,0.000012076252,0.0004224111],"genre_scores_gemma":[0.48459223,0.000057798756,0.007698367,0.000080055004,0.000008708763,0.00022387788,0.5050474,0.000015672424,0.002275923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924266,0.00026885097,0.00018764274,0.00016214958,0.000039237526,0.00009943187],"domain_scores_gemma":[0.9984638,0.0013600828,0.000036995316,0.00008548231,0.00003311152,0.000020545549],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000084536194,0.0000717629,0.00013300509,0.00005314593,0.00008409522,0.0000101575,0.00008990864,0.00008322284,0.79531616],"category_scores_gemma":[0.00041663556,0.00006611683,0.000013811608,0.00009050987,0.00004093143,0.000071908784,0.0001203879,0.00022273979,0.000019918483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020716225,0.000016255419,0.00001645751,0.00015106003,0.00005146236,0.0000132381565,0.010091563,0.000001278938,0.001115562,0.000022170392,0.9881073,0.00039293134],"study_design_scores_gemma":[0.0003671775,0.00011841229,0.11365244,0.042392645,0.000024297378,0.00008404577,0.01365893,0.000026074082,0.00043918664,0.00013310477,0.82872677,0.0003768937],"about_ca_topic_score_codex":0.06854787,"about_ca_topic_score_gemma":0.7646131,"teacher_disagreement_score":0.79529625,"about_ca_system_score_codex":0.000103725935,"about_ca_system_score_gemma":0.0004952584,"threshold_uncertainty_score":0.93765473},"labels":[],"label_agreement":null},{"id":"W6977037291","doi":"10.6084/m9.figshare.16625503.v1","title":"Additional file 1 of A pragmatic randomized trial of a primary care antimicrobial stewardship intervention in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Southlake Regional Health Center; Women's College Hospital; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Primary care; Randomized controlled trial; Intervention (counseling); Table (database); Antimicrobial","score_opus":0.01090072532395177,"score_gpt":0.20167294555487678,"score_spread":0.190772220230925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977037291","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006075138,0.00038859659,1.4971927e-7,0.000008212377,0.000105288964,0.00033652538,0.9902686,0.0000049031732,0.0028125702],"genre_scores_gemma":[0.073690675,9.873037e-7,0.00006583422,0.000032272583,0.000010957385,0.00010108976,0.9228389,0.000005876717,0.0032533777],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99904156,0.00022918168,0.0004131744,0.0001435708,0.000046362224,0.00012614061],"domain_scores_gemma":[0.99838877,0.0010523325,0.00026458784,0.00013115101,0.00015429157,0.00000884239],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036387308,0.000089858506,0.00048672227,0.000041609448,0.000023534647,0.0000030794597,0.000095511976,0.00012271806,0.9749707],"category_scores_gemma":[0.0014580227,0.00008163543,0.00017727223,0.000082768325,0.00002556049,0.000031065814,0.000057870267,0.00016669322,0.000069360605],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03289968,0.00014596364,0.000003325711,0.0007233201,0.000092231,0.000017171247,0.00014198534,0.0000011701673,0.00035358104,0.0000016411356,0.9654551,0.00016479255],"study_design_scores_gemma":[0.5962917,0.00014309071,0.0038744481,0.027346127,0.00005588469,0.00003001789,0.0003959799,0.0000010645879,0.010053976,0.000010614303,0.3615384,0.00025863823],"about_ca_topic_score_codex":0.15983205,"about_ca_topic_score_gemma":0.91129756,"teacher_disagreement_score":0.9749014,"about_ca_system_score_codex":0.00014573296,"about_ca_system_score_gemma":0.0022040242,"threshold_uncertainty_score":0.8457627},"labels":[],"label_agreement":null},{"id":"W6977065465","doi":"10.6084/m9.figshare.11272937.v1","title":"MOESM1 of “I can make more from selling medicine when breaking the rules” – understanding the antibiotic supply network in a rural community in Viet Nam","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Viet nam; Qualitative research; Rural community; Table (database); Rural area; Quarter (Canadian coin)","score_opus":0.03428877783712123,"score_gpt":0.2458630095249207,"score_spread":0.21157423168779949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977065465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759194,0.006562763,0.000008185382,0.0018834919,0.00030480206,0.0006267759,0.0130582275,0.00003203863,0.0016043029],"genre_scores_gemma":[0.9888081,0.0000417107,0.000009121404,0.0003816876,0.00004471629,0.0000027865046,0.010531526,0.000016054602,0.00016427493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986628,0.0004527511,0.0003278299,0.00014665593,0.00005705174,0.000352875],"domain_scores_gemma":[0.9983817,0.00093983085,0.00018218037,0.00045812427,0.0000265738,0.0000116139345],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003058888,0.00016529935,0.00034721525,0.000053593685,0.0002227033,0.000011475906,0.00054101954,0.00019907778,0.008247595],"category_scores_gemma":[0.00011375267,0.00009421936,0.0000574914,0.0002047619,0.000113163565,0.000029968021,0.00016013919,0.00083033467,0.0001129492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011476111,0.0006077727,0.67971575,0.0018374651,0.0013032616,0.00011965375,0.13711137,0.004413016,0.034259155,0.003236129,0.13029557,0.005953218],"study_design_scores_gemma":[0.0057007223,0.00030869013,0.8127631,0.053193368,0.00012368234,0.000059252914,0.10925268,0.0013465837,0.0026033905,0.0052274927,0.00857448,0.00084656436],"about_ca_topic_score_codex":0.0028040442,"about_ca_topic_score_gemma":0.0091993725,"teacher_disagreement_score":0.13304733,"about_ca_system_score_codex":0.000073080264,"about_ca_system_score_gemma":0.000046868132,"threshold_uncertainty_score":0.992659},"labels":[],"label_agreement":null},{"id":"W6977073172","doi":"10.6084/m9.figshare.c.3618944_d1.v1","title":"MOESM1 of Antibiotic use and resistance: a cross-sectional study exploring knowledge and attitudes among school and institution personnel in Tbilisi, Republic of Georgia","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Institution; The Republic; Academic institution; Quarter (Canadian coin); Knowledge level","score_opus":0.1039109656766419,"score_gpt":0.3003800775439595,"score_spread":0.1964691118673176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977073172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906895,0.0064897053,3.0552548e-7,0.0000033363895,0.00007207304,0.00026124917,0.0023261306,0.000016275475,0.00014139351],"genre_scores_gemma":[0.99893486,0.000052256317,0.000024558738,0.000002805763,0.000014015574,0.000008190052,0.000565631,0.000008029342,0.00038966062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911547,0.00008999321,0.00029254367,0.0003026072,0.00004347852,0.00015592715],"domain_scores_gemma":[0.99937874,0.00011114054,0.00013154538,0.0001569011,0.00018117178,0.00004050033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019811306,0.00012274134,0.00025174714,0.0001435385,0.00009770297,0.000034660126,0.00007361963,0.00014896398,0.00036825245],"category_scores_gemma":[0.0011234971,0.00010837816,0.00002174662,0.00015160332,0.0001693382,0.00047031968,0.00013148376,0.00017501404,0.000010000846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001300828,0.00018980104,0.99488217,0.0004033338,0.000054267814,0.0000062666713,0.0024049531,0.0000020776115,0.0014207459,0.000042688618,0.00042960848,0.00003399372],"study_design_scores_gemma":[0.0014040809,0.00011831912,0.9941615,0.00107869,0.000010720172,0.0000101248215,0.001543017,0.0000038988933,0.001354454,0.0000081783855,0.00019859427,0.00010841845],"about_ca_topic_score_codex":0.00015701372,"about_ca_topic_score_gemma":0.0009365676,"teacher_disagreement_score":0.008245321,"about_ca_system_score_codex":0.000034867604,"about_ca_system_score_gemma":0.000109683904,"threshold_uncertainty_score":0.4419533},"labels":[],"label_agreement":null},{"id":"W6977084220","doi":"10.6084/m9.figshare.26574965.v1","title":"Additional file 4 of Exploring medical and veterinary student perceptions and communication preferences related to antimicrobial resistance in Ontario, Canada using qualitative methods","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Qualitative research; Perception; Antibiotic resistance; Resistance (ecology); Focus group; Qualitative analysis","score_opus":0.13706966070944587,"score_gpt":0.3841751552578513,"score_spread":0.2471054945484054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977084220","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20865697,0.0013475876,0.0000013665052,0.00007056419,0.00004300286,0.00010515822,0.78933704,0.000012148278,0.0004261332],"genre_scores_gemma":[0.49430355,0.0000581264,0.0075743725,0.00007953107,0.000008659758,0.00021872121,0.4955123,0.000015561225,0.0022291616],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924284,0.000268593,0.00018777545,0.00016210192,0.000039242415,0.00009943519],"domain_scores_gemma":[0.99847245,0.0013517916,0.000037005644,0.000085408705,0.00003282154,0.00002054479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008456228,0.000071758426,0.00013304467,0.000053152104,0.0000841257,0.000010180592,0.00008991715,0.00008322282,0.7892699],"category_scores_gemma":[0.00041140945,0.00006611308,0.000013811775,0.0000904702,0.00004094046,0.00007196664,0.00012035185,0.00022269374,0.000019747857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002137425,0.000016532918,0.000016790977,0.00015485917,0.000052302275,0.000013647983,0.010273103,0.0000012851159,0.0011217293,0.000023141904,0.98790073,0.0004045145],"study_design_scores_gemma":[0.00037555158,0.00012172685,0.11512542,0.04299869,0.000024606132,0.00008530001,0.013830163,0.000026558508,0.00044562033,0.00013653094,0.82644755,0.00038230207],"about_ca_topic_score_codex":0.06867978,"about_ca_topic_score_gemma":0.7663279,"teacher_disagreement_score":0.7892502,"about_ca_system_score_codex":0.000103734696,"about_ca_system_score_gemma":0.0004938647,"threshold_uncertainty_score":0.93752193},"labels":[],"label_agreement":null},{"id":"W6977110654","doi":"10.6084/m9.figshare.12292016.v1","title":"Additional file 2 of An antibiotic stewardship programme to reduce inappropriate antibiotic prescribing for acute respiratory infections in rural Chinese primary care facilities: study protocol for a clustered randomised controlled trial","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Protocol (science); Primary care; Antimicrobial stewardship; Randomized controlled trial; Antibiotic Stewardship; Antibiotics; MEDLINE; Respiratory tract infections","score_opus":0.04254676906830009,"score_gpt":0.309386884853902,"score_spread":0.2668401157856019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977110654","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015218124,0.000016985918,0.0000031254096,0.000017918019,0.000056749683,0.2920011,0.69249487,0.000076013755,0.00011513514],"genre_scores_gemma":[0.044435196,7.8079964e-8,0.000268892,0.00012036447,0.00019623894,0.4558449,0.49861804,0.00005177404,0.00046450127],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99767953,0.00036571381,0.0008165859,0.00054071995,0.00009420201,0.00050326687],"domain_scores_gemma":[0.99741375,0.0014474803,0.0003873387,0.00029953982,0.00036308242,0.00008881121],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013692268,0.00034525828,0.0010048756,0.00015649902,0.00022670256,0.00004420954,0.00032147238,0.00028039058,0.11275699],"category_scores_gemma":[0.004883583,0.00027418413,0.0003409887,0.00029668704,0.000042020616,0.0001791837,0.000113023394,0.00024344638,0.00007714465],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.510228,0.0019713498,0.000028033406,0.0027323808,0.0006991115,0.000008703123,0.0036374677,0.000023903707,0.0031312695,8.942416e-7,0.47606316,0.0014757614],"study_design_scores_gemma":[0.9069495,0.013795017,0.0010080842,0.003510175,0.0001348738,0.00000471949,0.0043720705,0.000065098844,0.0013478661,0.000005206416,0.06823006,0.0005772856],"about_ca_topic_score_codex":0.000010975917,"about_ca_topic_score_gemma":0.00009029661,"teacher_disagreement_score":0.4078331,"about_ca_system_score_codex":0.00008446281,"about_ca_system_score_gemma":0.0005634179,"threshold_uncertainty_score":0.99997103},"labels":[],"label_agreement":null},{"id":"W6977115010","doi":"10.6084/m9.figshare.26739972","title":"Additional file 3 of Integrated surveillance systems for antibiotic resistance in a One Health context: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Montréal; York University","funders":"","keywords":"Antibiotic resistance; MEDLINE; Public health; Public health surveillance; Health care","score_opus":0.043548355930614145,"score_gpt":0.29131796604248716,"score_spread":0.247769610111873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977115010","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015919023,0.32440162,0.0000025833008,0.00011571448,0.000061617946,0.00061581325,0.6745296,0.00003500231,0.00023645759],"genre_scores_gemma":[0.006534324,0.0012122402,0.000057418194,0.00020636608,0.000024166444,0.00023693443,0.988554,0.000017306465,0.0031572415],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989117,0.000116470444,0.00042384752,0.00027061932,0.000035017743,0.0002423577],"domain_scores_gemma":[0.99818057,0.001367799,0.00016436401,0.00015865712,0.00011276697,0.000015824027],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009957287,0.000120901044,0.00045779094,0.00007153721,0.000052664025,0.000012164129,0.00012779367,0.000108662556,0.78647846],"category_scores_gemma":[0.0016138271,0.00010545397,0.000085344764,0.00028156303,0.000024779576,0.00004705331,0.0000226222,0.00015572223,0.00088486396],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019042904,0.00002833917,9.91084e-7,0.04187649,0.000038035858,0.000003800008,0.00001973537,2.2493974e-7,0.000027696397,0.000064173466,0.95751363,0.00040783233],"study_design_scores_gemma":[0.00010262318,0.000031105075,0.00013914877,0.55181354,0.0000020315454,0.0000040960267,0.000021936396,0.0000060369885,0.00003963056,0.0000030412266,0.4477642,0.000072656956],"about_ca_topic_score_codex":0.00002805979,"about_ca_topic_score_gemma":0.0007223724,"teacher_disagreement_score":0.78559357,"about_ca_system_score_codex":0.00005925209,"about_ca_system_score_gemma":0.00057664735,"threshold_uncertainty_score":0.99989307},"labels":[],"label_agreement":null},{"id":"W6977199251","doi":"10.60692/13p0q-xv417","title":"WHO's essential medicines and AWaRe: recommendations on first- and second-choice antibiotics for empiric treatment of clinical infections","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre; Impact","funders":"","keywords":"Antibiotics; Essential medicines; Antimicrobial stewardship; Antimicrobial; MEDLINE; Antibiotic Stewardship; Health care","score_opus":0.047124180390848036,"score_gpt":0.3139266084225281,"score_spread":0.2668024280316801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977199251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989409,0.00021692902,0.005990431,0.00072790944,0.0019611544,0.00052709633,0.00049210625,0.00010234029,0.0005729859],"genre_scores_gemma":[0.9990399,0.000036227375,0.000039250153,0.00005022281,0.00008150242,0.0000045384077,0.00007847269,0.000006329185,0.00066359754],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990998,0.00004976217,0.00056749996,0.00013993228,0.000024639168,0.00011834838],"domain_scores_gemma":[0.9994595,0.00016258024,0.0001523044,0.00013448909,0.0000673754,0.000023767167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017305426,0.000120822486,0.00028478442,0.00016147262,0.00020167649,0.000036909318,0.000033674332,0.00017210949,0.000032059528],"category_scores_gemma":[0.00002909962,0.00008350431,0.000069296715,0.00009005558,0.000105636725,0.00015564567,0.000015206478,0.00006181466,0.000048137394],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005874327,0.00015248326,0.8580349,0.008892118,0.002747724,0.000005600771,0.08548954,0.00002661464,0.00010124921,0.0054243626,0.019796047,0.018741947],"study_design_scores_gemma":[0.014041191,0.0054029175,0.4420597,0.0049072118,0.0013283797,0.00036134428,0.021752382,0.0033458904,0.013946964,0.000013136454,0.49187526,0.0009656225],"about_ca_topic_score_codex":0.000010485609,"about_ca_topic_score_gemma":0.000010899642,"teacher_disagreement_score":0.47207922,"about_ca_system_score_codex":0.000020911011,"about_ca_system_score_gemma":0.000029202598,"threshold_uncertainty_score":0.34052068},"labels":[],"label_agreement":null},{"id":"W6977269302","doi":"10.6084/m9.figshare.12560600","title":"Additional file 1 of Understanding determinants of patients’ decisions to attend their family physician and to take antibiotics for upper respiratory tract infections: a qualitative descriptive study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Qualitative research; Descriptive research; Antibiotics; Respiratory tract infections; Interview; MEDLINE","score_opus":0.1430034884540054,"score_gpt":0.3204379409024229,"score_spread":0.1774344524484175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977269302","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10608648,0.000047898524,0.00003198602,0.000017261154,0.000024525561,0.0006443593,0.89303863,0.000010384513,0.0000984673],"genre_scores_gemma":[0.9000497,5.495919e-7,0.00017018041,0.00043539744,0.000016257985,0.000036388235,0.09924682,0.000014464738,0.000030278767],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991971,0.0000994272,0.000267696,0.0002374281,0.000043133896,0.00015519637],"domain_scores_gemma":[0.99739826,0.0020985906,0.00015857561,0.00010347604,0.00020026157,0.000040859526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000032961674,0.00012671987,0.0002788035,0.000083110885,0.00012928236,0.000006645959,0.000098830715,0.000081801736,0.077288486],"category_scores_gemma":[0.0022215322,0.000106347885,0.00007482899,0.000194708,0.00003231342,0.000064391614,0.00007257238,0.00008391542,0.000112909984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001459587,0.00054595293,0.00030721072,0.000053343443,0.00009735828,7.7588834e-7,0.013900053,0.0000014161741,0.0010411204,0.000008520452,0.98303986,0.0008584494],"study_design_scores_gemma":[0.0029760727,0.011988616,0.3701107,0.008523689,0.00009889446,0.0000010694698,0.3153457,0.000012993985,0.008029631,0.0001495591,0.28200027,0.00076280924],"about_ca_topic_score_codex":0.0000023263824,"about_ca_topic_score_gemma":0.00002562869,"teacher_disagreement_score":0.7939632,"about_ca_system_score_codex":0.000030599356,"about_ca_system_score_gemma":0.00007350963,"threshold_uncertainty_score":0.923555},"labels":[],"label_agreement":null},{"id":"W6977277907","doi":"10.6084/m9.figshare.22614593.v1","title":"Additional file 1 of Awareness regarding antimicrobial resistance and confidence to prescribe antibiotics in dentistry: a cross-continental student survey","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Antibiotic resistance; Antibiotics; Antimicrobial; MEDLINE; Confidence interval","score_opus":0.035654352766472046,"score_gpt":0.3025496402000027,"score_spread":0.26689528743353064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977277907","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111479335,0.00011994618,6.058719e-7,0.000016621678,0.00010949162,0.00019284581,0.8878162,0.000040686737,0.0002242875],"genre_scores_gemma":[0.40641862,0.000006509726,0.00004173498,0.00003652647,0.000017732578,0.00001183295,0.5882571,0.00001352383,0.0051964833],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987932,0.00010112386,0.00032324344,0.0003799983,0.00006962245,0.00033283982],"domain_scores_gemma":[0.9983902,0.0010777147,0.00014049331,0.00020930867,0.00015215264,0.00003016047],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000096278505,0.00015621267,0.0002929746,0.00012572006,0.00012827714,0.000042590516,0.0002643011,0.00017471603,0.58068067],"category_scores_gemma":[0.0022002077,0.00015804727,0.000049948692,0.00039761706,0.00007067075,0.00009329773,0.00026699743,0.00016105922,0.0015478521],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000836289,0.000046380377,0.005739729,0.0001997646,0.000033679018,0.000059651986,0.000090705056,0.000006254936,0.004062622,0.0000054216675,0.9896511,0.000021049247],"study_design_scores_gemma":[0.0005165786,0.00002702447,0.8520152,0.0063122306,0.0000043587356,0.000021341606,0.00009854933,0.0000024315134,0.011276771,0.0000034639822,0.12950751,0.0002145391],"about_ca_topic_score_codex":0.000059388578,"about_ca_topic_score_gemma":0.0014124888,"teacher_disagreement_score":0.8601436,"about_ca_system_score_codex":0.000023363345,"about_ca_system_score_gemma":0.00010389047,"threshold_uncertainty_score":0.99922955},"labels":[],"label_agreement":null},{"id":"W6977282120","doi":"10.6084/m9.figshare.19174100.v1","title":"Additional file 2 of Optimizing responsiveness to feedback about antibiotic prescribing in primary care: protocol for two interrelated randomized implementation trials with embedded process evaluations","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Protocol (science); Primary care; Process (computing); Randomized controlled trial; MEDLINE","score_opus":0.046485935365916234,"score_gpt":0.3668899648060236,"score_spread":0.3204040294401074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977282120","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034663413,0.000039939616,0.000020635593,0.0000209903,0.000026109257,0.08642519,0.91275865,0.000027179003,0.00033468707],"genre_scores_gemma":[0.007660374,6.719256e-8,0.00066761597,0.00005720111,0.000012753283,0.30655396,0.68473196,0.00001844502,0.0002976107],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978688,0.0008577967,0.0006423849,0.00030171673,0.0000968239,0.0002325043],"domain_scores_gemma":[0.9958378,0.0031476123,0.00051250594,0.00015025485,0.0003347873,0.00001704551],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040003736,0.00015353189,0.00060314336,0.00019876765,0.00023479978,0.000015349844,0.00018554392,0.00006721598,0.83954],"category_scores_gemma":[0.00265021,0.00012695006,0.00012792468,0.00031092676,0.00002596268,0.000094363226,0.00009083407,0.00016999408,0.000059212034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.064265676,0.00013885804,0.0000031765687,0.0008100347,0.00020762469,0.0000031283141,0.0021169214,0.0020822955,0.0029435577,0.000005040886,0.9261116,0.0013120756],"study_design_scores_gemma":[0.5681572,0.0025647832,0.002763033,0.0447434,0.00038482383,0.00007030071,0.020939402,0.00048639154,0.09362611,0.000074395764,0.26466167,0.0015284668],"about_ca_topic_score_codex":0.000008233443,"about_ca_topic_score_gemma":0.00003299264,"teacher_disagreement_score":0.8394808,"about_ca_system_score_codex":0.00013845015,"about_ca_system_score_gemma":0.000700918,"threshold_uncertainty_score":0.5176873},"labels":[],"label_agreement":null},{"id":"W6977332910","doi":"10.6084/m9.figshare.19381002","title":"Additional file 1 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); MEDLINE; Data collection; Respiratory tract infections","score_opus":0.026617825214621145,"score_gpt":0.3044071592636624,"score_spread":0.27778933404904127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977332910","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008868073,0.0000035098055,9.1758614e-7,0.000020417947,0.000021325588,0.039896436,0.95107585,0.000018979868,0.00009449096],"genre_scores_gemma":[0.24802388,2.1235552e-8,0.000010616012,0.00001894252,0.000013090519,0.30584645,0.44544396,0.00001083624,0.0006322182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991473,0.00011577813,0.00026278486,0.00021434107,0.00010937202,0.00015044532],"domain_scores_gemma":[0.998777,0.00071861915,0.00018685687,0.00012771481,0.00016457039,0.000025277615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006256634,0.00011050836,0.00017692437,0.00012380893,0.00032193138,0.00000451945,0.00013615997,0.00006350389,0.944348],"category_scores_gemma":[0.0006273083,0.00009499967,0.00008143164,0.00025030712,0.000024435116,0.00006395623,0.000050328355,0.00013653672,0.00008714353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024229949,0.0009520197,0.00072517304,0.00008377571,0.0002406922,0.000001676435,0.00032190268,0.000023197339,0.00003678397,0.000004634271,0.99703085,0.00033699063],"study_design_scores_gemma":[0.0067611923,0.018573735,0.28651732,0.0009919675,0.00005177757,0.000010776144,0.00261049,7.606178e-7,0.0009057726,0.000008806545,0.6832927,0.00027474508],"about_ca_topic_score_codex":0.000051677456,"about_ca_topic_score_gemma":0.0011501859,"teacher_disagreement_score":0.94426084,"about_ca_system_score_codex":0.000044670403,"about_ca_system_score_gemma":0.000273735,"threshold_uncertainty_score":0.3873974},"labels":[],"label_agreement":null},{"id":"W6977411357","doi":"10.6084/m9.figshare.19381002.v1","title":"Additional file 1 of Implementation of a strategy to facilitate effective medical follow-up for Australian First Nations children hospitalised with lower respiratory tract infections: study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Protocol (science); MEDLINE; Data collection; Respiratory tract infections","score_opus":0.026617825214621145,"score_gpt":0.3044071592636624,"score_spread":0.27778933404904127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977411357","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008868073,0.0000035098055,9.1758614e-7,0.000020417947,0.000021325588,0.039896436,0.95107585,0.000018979868,0.00009449096],"genre_scores_gemma":[0.24802388,2.1235552e-8,0.000010616012,0.00001894252,0.000013090519,0.30584645,0.44544396,0.00001083624,0.0006322182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991473,0.00011577813,0.00026278486,0.00021434107,0.00010937202,0.00015044532],"domain_scores_gemma":[0.998777,0.00071861915,0.00018685687,0.00012771481,0.00016457039,0.000025277615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006256634,0.00011050836,0.00017692437,0.00012380893,0.00032193138,0.00000451945,0.00013615997,0.00006350389,0.944348],"category_scores_gemma":[0.0006273083,0.00009499967,0.00008143164,0.00025030712,0.000024435116,0.00006395623,0.000050328355,0.00013653672,0.00008714353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024229949,0.0009520197,0.00072517304,0.00008377571,0.0002406922,0.000001676435,0.00032190268,0.000023197339,0.00003678397,0.000004634271,0.99703085,0.00033699063],"study_design_scores_gemma":[0.0067611923,0.018573735,0.28651732,0.0009919675,0.00005177757,0.000010776144,0.00261049,7.606178e-7,0.0009057726,0.000008806545,0.6832927,0.00027474508],"about_ca_topic_score_codex":0.000051677456,"about_ca_topic_score_gemma":0.0011501859,"teacher_disagreement_score":0.94426084,"about_ca_system_score_codex":0.000044670403,"about_ca_system_score_gemma":0.000273735,"threshold_uncertainty_score":0.3873974},"labels":[],"label_agreement":null},{"id":"W6977566550","doi":"10.6084/m9.figshare.19028882","title":"Additional file 2 of Dimensions of poverty as risk factors for antimicrobial resistant organisms in Canada: a structured narrative review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Poverty; Narrative review; Systematic review; Narrative; Grey literature","score_opus":0.011568315560646516,"score_gpt":0.21735718550218464,"score_spread":0.2057888699415381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977566550","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003024186,0.0013312639,4.4463935e-8,0.000032904616,0.00005233418,0.000312224,0.9951661,0.000004789889,0.00007610387],"genre_scores_gemma":[0.09312744,0.000026467189,0.000034683977,0.00022354868,0.00000422902,0.00007145049,0.9059103,0.000009322998,0.0005925607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924207,0.00010969013,0.00027476082,0.0001695342,0.00004882516,0.00015511588],"domain_scores_gemma":[0.9986873,0.00074801815,0.0003210933,0.00013844138,0.00009288538,0.000012227021],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000019294634,0.00010286807,0.00030483428,0.0000362115,0.00016270432,8.7557515e-7,0.00015287928,0.000052202355,0.9723117],"category_scores_gemma":[0.001520803,0.00007803569,0.0000788044,0.00015860061,0.000016804785,0.00001966892,0.00008976479,0.00017813682,0.000020417881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065115586,0.00002967646,0.000007738613,0.00025312803,0.000060305585,0.0000030195843,0.00016188445,0.0000045373417,0.0036966403,0.0000035448618,0.9956965,0.000017949902],"study_design_scores_gemma":[0.00043313432,0.00014535106,0.0034201613,0.0063584065,0.000025965524,0.000009101486,0.0013707109,0.0000010514888,0.014600943,0.000023744215,0.9734455,0.00016596782],"about_ca_topic_score_codex":0.02661521,"about_ca_topic_score_gemma":0.13667622,"teacher_disagreement_score":0.9722913,"about_ca_system_score_codex":0.00011674689,"about_ca_system_score_gemma":0.0013362146,"threshold_uncertainty_score":0.9798666},"labels":[],"label_agreement":null},{"id":"W6977621079","doi":"10.6084/m9.figshare.13364130","title":"Additional file 18 of Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Escherichia coli; Healthcare system; Antibiotic resistance; Antimicrobial; Health care; Systematic review","score_opus":0.06990468975898605,"score_gpt":0.2998146485459926,"score_spread":0.22990995878700654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977621079","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052627426,0.056742232,9.0205464e-7,0.0016794046,0.000008017269,0.0016410969,0.93933564,0.00001139871,0.000055024055],"genre_scores_gemma":[0.794774,0.00014703591,0.00007015657,0.002987546,0.0000138662235,0.0009251805,0.20074938,0.000019618123,0.00031321624],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983322,0.00073368364,0.00053004595,0.000211475,0.0000768919,0.00011572598],"domain_scores_gemma":[0.9988052,0.0002811899,0.0004404355,0.00020419693,0.00023491887,0.000034004253],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020648321,0.00011099047,0.0011020065,0.000067359564,0.00010424033,0.0000058654,0.00009158628,0.00007391482,0.23586251],"category_scores_gemma":[0.0013172884,0.000074038086,0.00018983024,0.0005548939,0.000022358488,0.000027657157,0.000068833484,0.00010634243,0.000046012785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010451355,0.000025398142,0.0000030230553,0.17997338,0.0057554925,6.7761783e-7,0.00043857243,0.00001384028,0.00014185047,0.000014864912,0.8136196,0.0000028385978],"study_design_scores_gemma":[0.0032313014,0.0018981532,0.012639556,0.5730979,0.32899708,0.00013613117,0.007546085,0.0004410389,0.0011973178,0.00002229087,0.06904844,0.0017447411],"about_ca_topic_score_codex":0.00013197382,"about_ca_topic_score_gemma":0.00045374315,"teacher_disagreement_score":0.79424775,"about_ca_system_score_codex":0.00003759198,"about_ca_system_score_gemma":0.00021009316,"threshold_uncertainty_score":0.764836},"labels":[],"label_agreement":null},{"id":"W6977623010","doi":"10.6084/m9.figshare.16576032","title":"Additional file 1 of Attitudes toward withholding antibiotics from people with dementia lacking decisional capacity: findings from a survey of Canadian stakeholders","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Université de Sherbrooke","funders":"","keywords":"Dementia; MEDLINE; Long-term care; Qualitative research; Survey data collection","score_opus":0.09542489318612125,"score_gpt":0.23206167697561295,"score_spread":0.13663678378949168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977623010","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12229052,0.00039440536,0.0000028893144,0.000016245487,0.00004207039,0.000059012273,0.876945,0.000009759033,0.00024009818],"genre_scores_gemma":[0.46721658,0.0000040703426,0.00072760513,0.00003695815,0.000008231683,0.0000016037352,0.53189355,0.00000972352,0.00010166729],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989996,0.00008443602,0.0002598506,0.00030106428,0.00009580266,0.0002592574],"domain_scores_gemma":[0.99745154,0.001766564,0.00017269928,0.00021332783,0.00034766702,0.00004818734],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000035144756,0.00015063988,0.00032461566,0.0001347903,0.00011516981,0.000017596547,0.00019420515,0.00019190127,0.9630014],"category_scores_gemma":[0.0013938192,0.0001368959,0.00006563801,0.0003944157,0.000050580395,0.000077005105,0.00006868717,0.00018237637,0.00036664086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034150966,0.000055365366,0.01971825,0.000047465688,0.00047199702,0.000019392968,0.00019074818,0.0000079464335,0.0016642013,0.0000035691241,0.97771573,0.00007119244],"study_design_scores_gemma":[0.0004091524,0.000036382542,0.9006906,0.00509383,0.00003991886,0.00000701916,0.00025994753,0.0000051052434,0.017250653,0.0000092719265,0.07600051,0.00019759384],"about_ca_topic_score_codex":0.04804914,"about_ca_topic_score_gemma":0.41355786,"teacher_disagreement_score":0.96263474,"about_ca_system_score_codex":0.000029629164,"about_ca_system_score_gemma":0.0006552915,"threshold_uncertainty_score":0.95829},"labels":[],"label_agreement":null},{"id":"W6977776944","doi":"10.7281/t1/bmathh/h2tbj3","title":"17_B6.tar.002","year":2021,"lang":"en","type":"dataset","venue":"Research Data Repository, Duke University","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Process (computing); Object (grammar); Relation (database); Product (mathematics)","score_opus":0.09746285817166249,"score_gpt":0.3333369209851292,"score_spread":0.23587406281346668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977776944","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004350163,0.005825764,0.000011425316,0.00018310569,0.0014401132,0.00027923414,0.9886917,0.000053902175,0.0030797517],"genre_scores_gemma":[0.00034302482,0.004723816,0.000041961077,0.000024880084,0.00022327433,3.2339366e-7,0.94272774,0.000017992475,0.05189701],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954684,0.0016487532,0.0002784403,0.0014070731,0.0002987086,0.0008986678],"domain_scores_gemma":[0.99429613,0.0004643605,0.00016575996,0.0045406003,0.00042032724,0.00011282754],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009575273,0.0003301548,0.00055687473,0.00040146537,0.0014217406,0.00010466172,0.004063522,0.0011102952,0.0009907009],"category_scores_gemma":[0.0003075009,0.00033145054,0.00013820428,0.00053718715,0.0010359081,0.00029938944,0.0045117703,0.0024289498,0.0018268465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016735538,0.00028956778,0.00007362577,0.00024434578,0.00051953073,0.0031255495,0.000016075192,1.2927377e-7,0.003527501,0.000052394877,0.9918866,0.00009728166],"study_design_scores_gemma":[0.0005668212,0.00008204336,0.00022249708,0.0003080206,0.00014786822,0.00018033081,0.00059308874,0.0000010298068,0.0016746368,0.0000021664703,0.9958808,0.0003406989],"about_ca_topic_score_codex":0.006130021,"about_ca_topic_score_gemma":0.0012509064,"teacher_disagreement_score":0.048817262,"about_ca_system_score_codex":0.00038729655,"about_ca_system_score_gemma":0.0012025431,"threshold_uncertainty_score":0.9999225},"labels":[],"label_agreement":null},{"id":"W6977897766","doi":"10.6084/m9.figshare.c.6955002","title":"Infantile atopic dermatitis and maternal-infant bonding: a mixed methods study","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; Health Sciences Centre; University of British Columbia; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Atopic dermatitis; Quality of life (healthcare); Anxiety; Pathological; Allergy; Affect (linguistics); African american","score_opus":0.018605836241061866,"score_gpt":0.30423142377970264,"score_spread":0.28562558753864076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977897766","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052571152,0.05795446,0.000016678447,0.00021728908,0.004831613,0.0039907405,0.56614304,0.004393811,0.35719526],"genre_scores_gemma":[0.013598484,0.00013859918,0.00017481328,0.00009300138,0.000107139575,0.000089446665,0.013120501,0.00054355233,0.9721345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989194,0.00018474633,0.00021293233,0.0003626341,0.00003457951,0.00028570686],"domain_scores_gemma":[0.9993194,0.00012639178,0.00018912896,0.0003223112,0.000018443501,0.000024346991],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000063145635,0.0002636883,0.00044804794,0.0001694452,0.00008859783,0.000031819545,0.00021389728,0.0004593658,0.19339],"category_scores_gemma":[0.00016013466,0.00021938284,0.00006956158,0.00010910482,0.000023383289,0.000026221478,0.00023999828,0.00025875994,0.0077962186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019120262,0.00002854465,0.00079362723,0.00029887824,0.0002811089,0.00007022058,0.00017480864,1.1555202e-8,0.00007823497,0.0000134183065,0.9929276,0.0053316257],"study_design_scores_gemma":[0.00045422354,0.000046983863,0.040863924,0.0027324813,0.00005599557,0.00003512951,0.00019323545,4.0147543e-7,0.0009438683,0.0000070817628,0.95440483,0.0002618223],"about_ca_topic_score_codex":0.00022282018,"about_ca_topic_score_gemma":0.00068515935,"teacher_disagreement_score":0.6149392,"about_ca_system_score_codex":0.000012583946,"about_ca_system_score_gemma":0.00003144165,"threshold_uncertainty_score":0.9929763},"labels":[],"label_agreement":null},{"id":"W6983233203","doi":"","title":"A longitudinal examination of the self-medication hypothesis : the impact of self-medication on the development of anxiety, substance use and comorbidity in a nationally representative sample","year":2010,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Comorbidity; Anxiety; Substance use; Substance abuse; Social anxiety; Anxiety disorder; Addiction; Sample (material)","score_opus":0.023467028458096357,"score_gpt":0.23445116980880107,"score_spread":0.2109841413507047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983233203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986925,0.00014244101,0.000091479815,0.00027116807,0.000096944226,0.00044156262,0.000071296905,0.0000075341227,0.00018504322],"genre_scores_gemma":[0.99867314,0.00051306235,0.0005288081,0.0000031912596,0.0000054800435,0.000001195736,0.00013147225,0.0000070064934,0.00013666798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989397,0.00032062473,0.00023778886,0.00021228948,0.00017995526,0.00010965934],"domain_scores_gemma":[0.9974149,0.00092672044,0.0010054434,0.0003236949,0.00031859876,0.000010654413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062177476,0.00013979599,0.0002660217,0.00013209063,0.0002115572,0.0000037345317,0.00039134425,0.00026231603,0.000016567486],"category_scores_gemma":[0.00023243694,0.000092226466,0.00009932309,0.00025279174,0.00035273394,0.0000915669,0.00004498609,0.00032264297,0.0000016169639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001010653,0.0014459058,0.82171804,0.00065828953,0.0016871033,0.0000012864522,0.07001717,0.00002822041,0.09554276,0.0028003573,0.0014183279,0.0036719046],"study_design_scores_gemma":[0.00040208417,0.00005156055,0.9706463,0.00023390421,0.00010007755,0.00000121689,0.013485457,0.000025331781,0.014822559,0.00007557823,0.00007913777,0.00007678943],"about_ca_topic_score_codex":0.0025186324,"about_ca_topic_score_gemma":0.18549648,"teacher_disagreement_score":0.18297784,"about_ca_system_score_codex":0.00010132649,"about_ca_system_score_gemma":0.00030344375,"threshold_uncertainty_score":0.8293661},"labels":[],"label_agreement":null},{"id":"W6989307620","doi":"","title":"Antibiotic use in children: Assessing the risk of methicillin resistance using different study designs","year":2012,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Nested case-control study; Odds ratio; Medical prescription; Confidence interval; Cohort study; Poisson regression; Logistic regression; Antibiotics; Antibacterial agent","score_opus":0.03751374731344352,"score_gpt":0.28588811551003623,"score_spread":0.2483743681965927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989307620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902592,0.0053573363,0.00000178393,0.000002857231,0.0012407134,0.0014812043,0.00055686664,0.000071962095,0.0010281089],"genre_scores_gemma":[0.99564326,0.0005578029,0.00020968687,0.000027818649,0.000026328473,0.000010556987,0.0003598058,0.0001492237,0.0030155296],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9929461,0.003349212,0.0014351262,0.0010214552,0.0002940295,0.00095411285],"domain_scores_gemma":[0.99585897,0.0010167597,0.0016044019,0.0011720434,0.00027683383,0.000070998234],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002078046,0.0008841385,0.0013795812,0.00045476004,0.0014255639,0.0000733562,0.0008735274,0.0013197227,0.00009628749],"category_scores_gemma":[0.0009426471,0.00064428453,0.00041704145,0.0006397439,0.00026643567,0.00056889455,0.00015398626,0.0031316916,0.000055813154],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074650114,0.0032776236,0.24134152,0.0005215818,0.0032066181,0.000034138888,0.00019934347,0.00006834351,0.7394245,0.004590584,0.000004224836,0.00658502],"study_design_scores_gemma":[0.0016547459,0.00013813777,0.78399235,0.001434742,0.0016081303,0.000013844829,0.0019331462,0.0000022606757,0.20754576,0.00054067816,0.00024604116,0.00089018914],"about_ca_topic_score_codex":0.0018839515,"about_ca_topic_score_gemma":0.009831686,"teacher_disagreement_score":0.5426508,"about_ca_system_score_codex":0.00035689704,"about_ca_system_score_gemma":0.00008076428,"threshold_uncertainty_score":0.99997675},"labels":[],"label_agreement":null},{"id":"W6990999307","doi":"","title":"Evaluating the Relationship Between Antimicrobial Resistance and Climate Through the Evaluation of Different Countries and Regions: A Literature Review","year":2024,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Antimicrobial stewardship; Public health; Stewardship (theology); Resistance (ecology); Antibiotic resistance","score_opus":0.04843240764567518,"score_gpt":0.309404932175127,"score_spread":0.2609725245294518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990999307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54931915,0.4380813,0.00002416148,0.009321555,0.00012774664,0.0006780956,0.0014746751,0.00007526495,0.00089805824],"genre_scores_gemma":[0.97980195,0.018297594,0.000045663957,0.00057685253,0.000053676642,0.000015229733,0.00049076474,0.000024727568,0.00069351384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998257,0.00057749584,0.00044221702,0.00033509996,0.00015084878,0.00023735313],"domain_scores_gemma":[0.9979321,0.0014985147,0.00015549666,0.00032157332,0.00007319963,0.00001914052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094857614,0.00020713538,0.00027289658,0.000042571726,0.0004379294,0.0004904242,0.00021218415,0.00016161521,0.000039046707],"category_scores_gemma":[0.0006682958,0.00010655289,0.000088566056,0.00030848925,0.0004954134,0.0009989433,0.00015565718,0.0005280657,0.00006405863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077238464,0.00017875999,0.66207355,0.025752755,0.001104493,0.000023161918,0.0027756023,0.0000022452343,0.002372621,0.22945969,0.059614412,0.015870309],"study_design_scores_gemma":[0.0029873447,0.00044640503,0.39099213,0.12688221,0.0032153474,0.00027899913,0.00048457077,0.000052059666,0.005742337,0.14040601,0.3270651,0.0014474641],"about_ca_topic_score_codex":6.294619e-7,"about_ca_topic_score_gemma":0.0000024867534,"teacher_disagreement_score":0.43048283,"about_ca_system_score_codex":0.00001423662,"about_ca_system_score_gemma":0.00007886461,"threshold_uncertainty_score":0.4729172},"labels":[],"label_agreement":null},{"id":"W6991811654","doi":"","title":"Influence of watershed Features on Stream Water Quality Along a Gradient of Agricultural Activity","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Riparian zone; Hydrology (agriculture); Water quality; STREAMS; Agricultural land; Riparian buffer; Land use; Drainage basin","score_opus":0.008738201863990856,"score_gpt":0.2222727158467645,"score_spread":0.21353451398277365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991811654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983712,0.00034361336,7.835573e-7,0.00015478337,0.00018295021,0.0002136475,0.00014278013,0.000013812768,0.00057647435],"genre_scores_gemma":[0.9887705,0.00012464536,0.0000055378937,0.0000058547134,0.0000061856267,1.6514761e-7,0.00066053815,0.0000065049135,0.010420096],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99899006,0.00029831167,0.00018178219,0.00023172748,0.000101514255,0.00019659512],"domain_scores_gemma":[0.99897647,0.00008689428,0.0004476849,0.00034523374,0.00013080119,0.000012891195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022339249,0.00017638483,0.00047696498,0.000094022034,0.00023985175,0.0000017643692,0.0005201019,0.00024972475,0.00021727786],"category_scores_gemma":[0.00001558116,0.00011128056,0.0002636076,0.00011654834,0.00027851583,0.00006174036,0.00010720582,0.00039094617,0.00001353374],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017379385,0.00019115853,0.0005245804,0.0003252774,0.000438709,0.0000030755634,0.009658062,0.00014771108,0.98597395,0.0003231151,0.00052943313,0.0001469982],"study_design_scores_gemma":[0.00042635953,0.00019008265,0.7236489,0.00007221588,0.00018041294,0.0000022507147,0.013482455,7.603833e-8,0.26166445,0.000019880237,0.00019788613,0.00011504641],"about_ca_topic_score_codex":0.0060897623,"about_ca_topic_score_gemma":0.0014800765,"teacher_disagreement_score":0.7243095,"about_ca_system_score_codex":0.00004113403,"about_ca_system_score_gemma":0.000041721236,"threshold_uncertainty_score":0.9205939},"labels":[],"label_agreement":null},{"id":"W6999096249","doi":"","title":"Calgary NEXT with Mayor Jyoti Gondek","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Public health; Joins; Amazon rainforest","score_opus":0.004808693819958222,"score_gpt":0.16722953293064305,"score_spread":0.16242083911068483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999096249","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008701578,0.003289934,4.7636502e-7,0.000095764,0.0003962181,0.00037810896,0.0001555296,0.00017425741,0.9954227],"genre_scores_gemma":[0.00059227255,0.00049696147,0.00030378,0.00035970486,0.000046696638,0.000010134484,0.00064143236,0.00012474414,0.99742424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987961,0.00010260668,0.0004239572,0.00022894616,0.00011497331,0.00033343385],"domain_scores_gemma":[0.99896306,0.00007094098,0.00047816208,0.000396463,0.000055893826,0.000035470854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011129323,0.00032577282,0.00045405593,0.000076830285,0.00012848707,0.00001896776,0.00034646422,0.0004554964,0.8432931],"category_scores_gemma":[0.000025294501,0.00026880243,0.00012720657,0.00000900805,0.0002801945,1.4522915e-7,0.00011494181,0.00045887244,0.023007458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023313804,0.000066468274,0.000008496961,0.00035589217,0.00024593927,0.000040594758,0.00010814112,0.0000140899365,0.000004323553,0.000064355154,0.99764156,0.0012170062],"study_design_scores_gemma":[0.0008350178,0.00028607922,0.000016572993,0.00018192884,0.00009609096,0.0002167609,0.0003014303,4.5055842e-7,0.000029345954,0.000001979706,0.9976968,0.00033752143],"about_ca_topic_score_codex":0.003395297,"about_ca_topic_score_gemma":0.0013220321,"teacher_disagreement_score":0.8202856,"about_ca_system_score_codex":0.000041398143,"about_ca_system_score_gemma":0.000053129763,"threshold_uncertainty_score":0.9999764},"labels":[],"label_agreement":null},{"id":"W6999346482","doi":"","title":"Consensus-based antimicrobial resistance and stewardship competencies for UK undergraduate medical students","year":2020,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Antimicrobial stewardship; Delphi method; Stewardship (theology); Curriculum; Resistance (ecology); Delphi; Competency assessment; Antibiotic resistance","score_opus":0.06430810812728724,"score_gpt":0.2944257158026456,"score_spread":0.23011760767535835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999346482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578327,0.00091893814,0.0012858185,0.039248254,0.000077078555,0.00047952792,0.000042784795,0.000032305074,0.000082590464],"genre_scores_gemma":[0.9985145,0.0003283106,0.00041234487,0.00038788217,0.000024026012,5.9561137e-7,0.000019316443,0.000010702284,0.00030232518],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842787,0.0004067511,0.00016134854,0.00032294838,0.00026600357,0.00041510264],"domain_scores_gemma":[0.99851805,0.00088807056,0.00007752235,0.00022870874,0.00020041644,0.00008724792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009190281,0.00012196539,0.0002737696,0.00006599353,0.0005099081,0.000019314632,0.0007885192,0.00015694287,0.00009149812],"category_scores_gemma":[0.00028466934,0.00010011169,0.00008900367,0.0001609912,0.0019600582,0.000033590928,0.00032466376,0.0003651349,0.00006566333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021812407,0.0013968954,0.10885587,0.0058810054,0.0025945506,0.00053696724,0.09706626,0.00004025287,0.266718,0.012519377,0.47945374,0.0031246585],"study_design_scores_gemma":[0.036418337,0.0028379825,0.087276116,0.0035649545,0.00050368387,0.0000483185,0.1440339,0.0003408994,0.1339622,0.0019767159,0.58733815,0.0016987778],"about_ca_topic_score_codex":0.000010398907,"about_ca_topic_score_gemma":0.00003934631,"teacher_disagreement_score":0.1327558,"about_ca_system_score_codex":0.000033622768,"about_ca_system_score_gemma":0.00020996208,"threshold_uncertainty_score":0.72219163},"labels":[],"label_agreement":null},{"id":"W7008803817","doi":"","title":"Dental education challenges in addressing the global antibiotic resistance crisis: a partnership between Norway, Canada, and Brazil","year":2021,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Antibiotic resistance; Dental education; MEDLINE; Resistance (ecology); Global health","score_opus":0.050985014106107736,"score_gpt":0.3132126974915971,"score_spread":0.26222768338548935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008803817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9254421,0.047829296,0.00000914048,0.0018375935,0.00022661334,0.00039562848,0.00026939108,0.000009688829,0.023980519],"genre_scores_gemma":[0.985399,0.005653169,0.00007007573,0.0000189085,0.000034988636,4.6190976e-7,0.0008415598,0.00001219016,0.007969667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976809,0.0009300413,0.00018235373,0.00051633664,0.00021379504,0.0004765953],"domain_scores_gemma":[0.99881417,0.00041610064,0.0001649737,0.00034671384,0.00019704847,0.000061022343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049952866,0.00018691324,0.00040051495,0.00019563896,0.0005685366,0.000022597778,0.0005230057,0.00026010504,0.000073091614],"category_scores_gemma":[0.00012647471,0.00018456123,0.00007715629,0.00033419553,0.00051875954,0.0000837653,0.00016336793,0.00083636824,0.000014524594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007866223,0.0022687207,0.40461826,0.019499304,0.004349873,0.0015484027,0.087287396,0.0000049362307,0.028264483,0.039166678,0.28405043,0.12107531],"study_design_scores_gemma":[0.0006064037,0.000059324375,0.78531015,0.002169881,0.00007791418,0.00000845775,0.19946647,9.0211694e-7,0.0006022058,0.0010739078,0.010376538,0.00024781335],"about_ca_topic_score_codex":0.23437326,"about_ca_topic_score_gemma":0.9845747,"teacher_disagreement_score":0.7502014,"about_ca_system_score_codex":0.00020991324,"about_ca_system_score_gemma":0.0025195894,"threshold_uncertainty_score":0.77072513},"labels":[],"label_agreement":null},{"id":"W7009755010","doi":"","title":"Examination of the relationship between pharmacist confidence and knowledge regarding intravenous tobramycin therapy management in patients with cystic fibrosis at Kingston Health Sciences Centre after an educational intervention","year":2021,"lang":"en","type":"other","venue":"TSpace","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Intervention (counseling); Clinical pharmacy; Pharmacist; Tobramycin; Pharmacy practice; Academic detailing; Health centre","score_opus":0.02726996496024374,"score_gpt":0.32198952424637156,"score_spread":0.2947195592861278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009755010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810142,0.011438773,0.00006588992,0.0002325362,0.00024494226,0.00056230056,0.000022082984,0.000012098613,0.0064072036],"genre_scores_gemma":[0.9154006,0.00014045699,0.00010830466,0.000016305115,0.000017284294,0.000005325668,0.0001264255,0.000024781759,0.08416048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989733,0.00037476674,0.00017482512,0.0002726473,0.00005889296,0.00014556752],"domain_scores_gemma":[0.9994327,0.00010826632,0.0002671433,0.00014787744,0.00003046432,0.000013578739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025075357,0.00012653963,0.00018806782,0.00013392023,0.00012508755,0.00001236839,0.00011651891,0.00010309012,0.00035705577],"category_scores_gemma":[0.000018432847,0.00008959101,0.000027622216,0.00018302732,0.000252127,0.000031741816,0.000058099402,0.00012513262,0.0000056528947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012207193,0.00032117806,0.9853834,0.0006010505,0.00011405148,5.0812724e-7,0.0046603335,0.0000010073383,0.00009005787,0.00097272516,0.00166922,0.006064376],"study_design_scores_gemma":[0.000957504,0.000102195365,0.99360675,0.002295389,0.000026234184,0.0000010390305,0.00056906877,5.894744e-7,0.00022219378,0.00002372278,0.0020899652,0.00010536777],"about_ca_topic_score_codex":0.00020142268,"about_ca_topic_score_gemma":0.0005983934,"teacher_disagreement_score":0.077753276,"about_ca_system_score_codex":0.000090612026,"about_ca_system_score_gemma":0.000055743683,"threshold_uncertainty_score":0.39095104},"labels":[],"label_agreement":null},{"id":"W7015090631","doi":"","title":"Sex and the Island: Lives of Single Women in Prince Edward Island","year":2011,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Population; Ethnic group","score_opus":0.011793870988404556,"score_gpt":0.21572787449670344,"score_spread":0.20393400350829888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015090631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787986,0.004414148,0.0005387599,0.000046755697,0.0008842188,0.00019671283,0.00021400693,0.000021677186,0.014885111],"genre_scores_gemma":[0.9971146,0.00024821036,0.00013849842,0.000039502975,0.000060249757,0.000009874802,0.00006277943,0.0000050942153,0.0023212165],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907434,0.00011431209,0.00029178595,0.00022450165,0.000058094687,0.00023693733],"domain_scores_gemma":[0.9993836,0.00015775682,0.000115283925,0.00027136027,0.00005072082,0.000021231872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030569814,0.00012233327,0.00024656413,0.00005207182,0.00019907388,0.0000116722185,0.0001584242,0.00008226519,0.000068987094],"category_scores_gemma":[0.00016668063,0.00007928863,0.000033405675,0.00009940604,0.0014248609,0.00017869112,0.00014446072,0.0001614915,0.000015679218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009174547,0.0021521768,0.35186473,0.00075233175,0.001198097,0.0005185438,0.074922636,0.000019711939,0.3601417,0.19406569,0.003952343,0.0012374843],"study_design_scores_gemma":[0.016942874,0.00089767727,0.14907081,0.001852591,0.00022778232,0.0018854644,0.01296964,0.000020090465,0.6399486,0.004465453,0.17033777,0.0013812205],"about_ca_topic_score_codex":0.00060322025,"about_ca_topic_score_gemma":0.0006952593,"teacher_disagreement_score":0.2798069,"about_ca_system_score_codex":0.000042916326,"about_ca_system_score_gemma":0.0001341472,"threshold_uncertainty_score":0.5249959},"labels":[],"label_agreement":null},{"id":"W7016146792","doi":"","title":"Voedselgerelateerde uitbraken","year":2022,"lang":"nl","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osiris; Sodium dodecylbenzenesulfonate; Quarter (Canadian coin)","score_opus":0.012428848265023955,"score_gpt":0.23477011317060728,"score_spread":0.2223412649055833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016146792","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024007829,0.037415996,0.00008496784,0.00025313243,0.0031901195,0.0005863372,0.93306184,0.0001503831,0.0012493925],"genre_scores_gemma":[0.0075534736,0.0400161,0.00009296535,0.0008127894,0.0005618089,0.00001602837,0.94383276,0.00010718432,0.007006918],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99338144,0.0013755438,0.0010974692,0.0023627663,0.0002303884,0.0015524173],"domain_scores_gemma":[0.9938721,0.00093398476,0.00078492484,0.0041760216,0.000034759214,0.00019822097],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012033134,0.0011479575,0.0014066065,0.0002672379,0.002239671,0.00020384291,0.0056479922,0.0008711423,0.018385239],"category_scores_gemma":[0.000026064597,0.0010272578,0.00018972639,0.0004392111,0.00078012777,0.00034745995,0.007891873,0.002922006,0.0012276762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006385779,0.00041864262,0.0015788962,0.0022867587,0.0021022102,0.00039374604,0.0018414212,0.00008558312,0.0006822121,0.00008690287,0.9867709,0.0031141355],"study_design_scores_gemma":[0.0010731582,0.000264946,0.0032737954,0.0013306837,0.0010943566,0.00039633678,0.0020110703,0.0008460246,0.000017196318,0.00009613708,0.9884062,0.0011901421],"about_ca_topic_score_codex":0.0031291135,"about_ca_topic_score_gemma":0.0037093267,"teacher_disagreement_score":0.017157564,"about_ca_system_score_codex":0.00005914966,"about_ca_system_score_gemma":0.00018119326,"threshold_uncertainty_score":0.9997319},"labels":[],"label_agreement":null},{"id":"W7018033050","doi":"","title":"Concerning: 'Why has antibiotic prescribing for respiratory illness declined in primary care? A longitudinal study using the General Practice Research Database' - Reply","year":2005,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"General practice; Longitudinal study; Respiratory illness; Primary care; Clinical Practice; MEDLINE","score_opus":0.1725615926623615,"score_gpt":0.4124467792535561,"score_spread":0.2398851865911946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018033050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97238797,0.017087942,0.00022662732,0.0014693717,0.0005354014,0.005224135,0.00022662205,0.00008336767,0.0027585528],"genre_scores_gemma":[0.9954897,0.00018094172,0.0010662144,0.0005336414,0.0005412121,0.0001106126,0.00015226555,0.000095939875,0.0018294485],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.990482,0.0039851265,0.0011100603,0.0014440113,0.00086911535,0.0021097127],"domain_scores_gemma":[0.99290377,0.0034976413,0.0003260926,0.0014512087,0.0016930138,0.00012827401],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0122993775,0.0004242382,0.0007304498,0.0008421226,0.003307607,0.00024618072,0.001268102,0.00036217849,0.00011349605],"category_scores_gemma":[0.0031550727,0.00033638676,0.0001834832,0.0017723031,0.0018872479,0.0007818746,0.00096025196,0.002581954,0.00006504914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026588526,0.010729953,0.3914883,0.0028868,0.003107382,0.007978149,0.029225972,0.00093375857,0.38849875,0.0117929075,0.11812148,0.008647986],"study_design_scores_gemma":[0.022242662,0.0044712266,0.048084054,0.0027067934,0.0004193054,0.0007778993,0.11261913,0.00083616166,0.05474936,0.00009865386,0.75085807,0.002136662],"about_ca_topic_score_codex":0.0031056916,"about_ca_topic_score_gemma":0.0048881513,"teacher_disagreement_score":0.6327366,"about_ca_system_score_codex":0.0006241352,"about_ca_system_score_gemma":0.0023143627,"threshold_uncertainty_score":0.9999088},"labels":[],"label_agreement":null},{"id":"W7019110574","doi":"","title":"Evaluation of Rational Medicines Use Based on World Health Organization Core Indicators: A Cross-Sectional Study in Five Health Districts in Mauritania","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Essential medicines; Medical prescription; Alternative medicine; Health policy; Defined daily dose","score_opus":0.24289785221517834,"score_gpt":0.5594279463405962,"score_spread":0.3165300941254179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019110574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848874,0.012575991,0.00014188391,0.0003962396,0.0007066751,0.0010619177,0.00011963009,0.000018609664,0.0000916261],"genre_scores_gemma":[0.99837804,0.00083863904,0.000022296646,0.0002683137,0.000045824443,0.000015094887,0.00026250904,0.000023449902,0.00014582332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668723,0.0009685811,0.0011855374,0.0004119939,0.000493535,0.00025309686],"domain_scores_gemma":[0.99803025,0.0006036379,0.0006978261,0.00021761513,0.00039718125,0.000053507098],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004438723,0.0001956204,0.00055936683,0.0019439798,0.00017438085,0.0001933967,0.0005394,0.00011164245,0.0027468635],"category_scores_gemma":[0.0007102386,0.00016568301,0.000054986045,0.0027499406,0.00014542663,0.00065573584,0.00011383447,0.0004474349,0.000009862644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002382028,0.0009486984,0.9879035,0.00014623247,0.00011461845,0.000009366059,0.000558341,0.0011577617,0.002566522,0.00016044885,0.0046904837,0.0015058309],"study_design_scores_gemma":[0.0015797477,0.000071791954,0.9951675,0.0011388954,0.000028577366,0.0000040895807,0.00016322605,0.0003331631,0.0008246469,0.00039248983,0.00016431698,0.00013157331],"about_ca_topic_score_codex":0.0019529826,"about_ca_topic_score_gemma":0.002817918,"teacher_disagreement_score":0.013490623,"about_ca_system_score_codex":0.0005176884,"about_ca_system_score_gemma":0.0016061954,"threshold_uncertainty_score":0.9981648},"labels":[],"label_agreement":null},{"id":"W7019137307","doi":"","title":"Evaluation of an Online Physician Education Module for the Assessment and Management of Non-traumatic Dental Pain and Infection","year":2022,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Pain management; Antimicrobial stewardship; MEDLINE; Confidence interval; Dental education; Cognition","score_opus":0.017799890937214333,"score_gpt":0.31139191847315983,"score_spread":0.2935920275359455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019137307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948433,0.0024805728,0.00045897334,0.000028726548,0.00021040245,0.00063973654,0.00003336023,0.0000037838724,0.0013011631],"genre_scores_gemma":[0.9961166,0.0011859937,0.00052665523,0.0000035688488,0.0000056586105,0.0000017201448,0.0007445105,0.0000052722944,0.0014100694],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995104,0.00014840941,0.000081665225,0.00012891275,0.0000744371,0.00005615529],"domain_scores_gemma":[0.9994297,0.000036715413,0.00028691324,0.00012068754,0.00011952581,0.000006466627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048227143,0.000075173,0.0001654071,0.000028972665,0.00014720748,0.0000018054795,0.000071641734,0.00007696823,0.0003774709],"category_scores_gemma":[0.0000033257577,0.000075139535,0.000043727647,0.000024588928,0.00006108995,0.00008852585,0.000022329183,0.000053018775,1.10505184e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028285332,0.0009782246,0.0009925803,0.0021927578,0.001165319,1.762497e-7,0.011163859,0.000050465525,0.019474301,0.0005976003,0.0001746433,0.9629272],"study_design_scores_gemma":[0.00074733986,0.0003513411,0.86886936,0.0002198487,0.00113532,3.8543283e-7,0.12679298,0.0013060775,0.00038712262,0.000031141488,0.00008281638,0.00007626727],"about_ca_topic_score_codex":0.017602814,"about_ca_topic_score_gemma":0.05138529,"teacher_disagreement_score":0.9628509,"about_ca_system_score_codex":0.00011041014,"about_ca_system_score_gemma":0.00008779612,"threshold_uncertainty_score":0.98893905},"labels":[],"label_agreement":null},{"id":"W7020704330","doi":"","title":"[Macdonald College]","year":2004,"lang":"en","type":"other","venue":"Apollo (University of Cambridge)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Piano; Work (physics); Theme (computing); Period (music)","score_opus":0.00491098749912126,"score_gpt":0.1734326187416123,"score_spread":0.16852163124249106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020704330","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013100324,0.007945745,0.0005438709,0.00037966666,0.0007421106,0.00025049166,0.0007561529,0.0001588833,0.9879131],"genre_scores_gemma":[0.027126195,0.0008040271,0.00029118618,0.000056847362,0.000036096186,4.355243e-8,0.00012553755,0.00009141224,0.9714686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992915,0.00004476096,0.00009348216,0.00028205596,0.000046563342,0.00024166574],"domain_scores_gemma":[0.99938697,0.000021478683,0.00022091942,0.00031725157,0.000028101691,0.000025284719],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000044991124,0.00019527925,0.0004371228,0.00020302087,0.0001034916,0.00000169307,0.00035812048,0.0005796848,0.004457838],"category_scores_gemma":[0.000005232596,0.00022147686,0.00019083329,0.00013958536,0.00049294805,0.0000254332,0.000093819566,0.00022356428,0.0019112545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062263374,0.000078695404,0.00009005423,0.00013541243,0.00046344392,0.00005185219,0.000060733473,2.9356724e-7,0.0028743648,0.011145077,0.98479086,0.00024694082],"study_design_scores_gemma":[0.0012659117,0.00005762332,0.0007331735,0.00038733621,0.00014500102,0.000019144898,0.00053438544,1.12039515e-7,0.0005853067,0.000016790356,0.9960122,0.00024302576],"about_ca_topic_score_codex":0.003195805,"about_ca_topic_score_gemma":0.0008468474,"teacher_disagreement_score":0.025816163,"about_ca_system_score_codex":0.000044646506,"about_ca_system_score_gemma":0.00018395614,"threshold_uncertainty_score":0.9988659},"labels":[],"label_agreement":null},{"id":"W7020760620","doi":"","title":"Measuring antimicrobial use to predict resistance of healthcare-associated microbiota","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Antibiotics; Bacteria; Drug resistance","score_opus":0.028450851173853757,"score_gpt":0.24604704216530454,"score_spread":0.21759619099145078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020760620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97710663,0.002052218,1.3872821e-7,0.000059519578,0.0036782578,0.001207162,0.0067837257,0.00025164787,0.008860692],"genre_scores_gemma":[0.93083113,0.0004186285,0.00024368537,0.000300478,0.000032781732,0.000029993715,0.0032671874,0.00021574227,0.0646604],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99442434,0.0009536933,0.001655706,0.0013772446,0.00030400962,0.0012849906],"domain_scores_gemma":[0.9955103,0.00027927253,0.0013432653,0.0010806952,0.0015626313,0.00022385352],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012254029,0.0009375342,0.0016492447,0.0005516538,0.0011133917,0.000039092865,0.0010176968,0.002240893,0.00011408515],"category_scores_gemma":[0.0015608663,0.0009783797,0.00046097787,0.00079362234,0.0001696459,0.0003800329,0.00021671897,0.0020366525,0.0006124396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020109683,0.00039803138,0.0002823772,0.0010924392,0.0009984903,0.000044991346,0.00005280974,0.000006842155,0.98932064,0.002346977,0.0015126392,0.0019327943],"study_design_scores_gemma":[0.0035863835,0.00040007717,0.008092201,0.007785477,0.000630424,0.000025850046,0.00043041373,2.3631277e-7,0.7478955,0.0006179423,0.2286362,0.001899327],"about_ca_topic_score_codex":0.0016227466,"about_ca_topic_score_gemma":0.020711476,"teacher_disagreement_score":0.24142519,"about_ca_system_score_codex":0.0010149163,"about_ca_system_score_gemma":0.00035491088,"threshold_uncertainty_score":0.9992667},"labels":[],"label_agreement":null},{"id":"W7023754155","doi":"","title":"Over-the-counter antibiotic dispensing in South India: a standardised patient study","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Kasturba Medical College, Manipal; McGill University","keywords":"Respiratory tract infections; Antibiotics; Referral; Pharmacy; Logistic regression; Antibiotic resistance","score_opus":0.007901218336400296,"score_gpt":0.22790229383643093,"score_spread":0.22000107550003065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023754155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804182,0.0013026836,6.17652e-8,0.000005686965,0.0034479746,0.0020675957,0.0010743899,0.00010443251,0.01157897],"genre_scores_gemma":[0.9928366,0.00008587719,0.000008197303,0.00019036207,0.000019073264,0.000016046153,0.0007637557,0.00016420182,0.005915885],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9953977,0.0008297483,0.001150288,0.001297475,0.00032847773,0.0009963504],"domain_scores_gemma":[0.9975561,0.00025613364,0.000800732,0.0011065864,0.00021278445,0.00006769916],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007625708,0.0008841225,0.0012089169,0.0004605864,0.0010031818,0.00008650891,0.00071112084,0.0011415409,0.00033320257],"category_scores_gemma":[0.00027398346,0.00069208123,0.00038809673,0.00054234744,0.00014980136,0.0002928786,0.00019935425,0.0024437201,0.0010170909],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018480916,0.014200531,0.1343246,0.004561602,0.012475183,0.0029063933,0.010794175,0.00013617908,0.5830796,0.019414445,0.0002311823,0.19939521],"study_design_scores_gemma":[0.02200208,0.003885634,0.6974522,0.007928015,0.0025515496,0.000116117335,0.07131547,0.0000093118115,0.1462783,0.0014594578,0.04035632,0.006645561],"about_ca_topic_score_codex":0.0003708725,"about_ca_topic_score_gemma":0.0033961243,"teacher_disagreement_score":0.5631276,"about_ca_system_score_codex":0.0005181609,"about_ca_system_score_gemma":0.00011758725,"threshold_uncertainty_score":0.99985766},"labels":[],"label_agreement":null},{"id":"W7026893083","doi":"","title":"Antimicrobial resistance surveillance in Canadian hospitals, 2007â2012","year":2014,"lang":"en","type":"article","venue":"PubMed Central","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Anti-Infective Agents; Drug resistance; Antibiotics","score_opus":0.00414405239955242,"score_gpt":0.17847569310519612,"score_spread":0.1743316407056437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026893083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778891,0.0025347492,0.00006945981,0.0015828569,0.002671619,0.0003160333,0.00006751697,0.00005569871,0.0148129435],"genre_scores_gemma":[0.99230444,0.00014976703,0.000046657355,0.0004268712,0.00013043254,0.000008366618,0.000064235166,0.000017180942,0.006852018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969104,0.00014951595,0.00024493877,0.0003228983,0.000031157204,0.002341084],"domain_scores_gemma":[0.9994154,0.00004739063,0.000063954874,0.0002668162,0.000022108521,0.00018432867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054483983,0.00016625566,0.00025528646,0.000111767826,0.0001229536,0.0000199805,0.0002586148,0.00022505599,0.00014672239],"category_scores_gemma":[0.00015431062,0.00015763262,0.00006022321,0.00017940495,0.00016893279,0.000077915065,0.000022798447,0.00024787112,0.0002458672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008835803,0.000066826884,0.94360423,0.000046131594,0.000043005017,0.00002356511,0.00020490975,0.000009568891,0.0024484887,0.0033156632,0.04790409,0.0022451389],"study_design_scores_gemma":[0.00059487694,0.0000061349456,0.7803603,0.000026021327,0.000003816836,0.0000061711794,0.00001495466,0.0000014420142,0.002310463,0.000038504088,0.21645327,0.00018405344],"about_ca_topic_score_codex":0.039723255,"about_ca_topic_score_gemma":0.6383733,"teacher_disagreement_score":0.5986501,"about_ca_system_score_codex":0.00025083346,"about_ca_system_score_gemma":0.00020851285,"threshold_uncertainty_score":0.9666713},"labels":[],"label_agreement":null},{"id":"W7026966658","doi":"","title":"Chronic respiratory diseases should be considered when interpreting indicators of community antimicrobial use in people aged over 65 years old.","year":2020,"lang":"en","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Antimicrobial stewardship; Cohort; Retrospective cohort study; Disease; Psychological intervention; Antibiotics; Cohort study","score_opus":0.017580004188496094,"score_gpt":0.2100013672782215,"score_spread":0.1924213630897254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026966658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963922,0.0013583242,0.000051909323,0.00092424836,0.0002050689,0.000287676,0.00030785764,0.00012143098,0.0003512955],"genre_scores_gemma":[0.9973935,0.00038661447,0.00004540275,0.0009959782,0.000023258432,2.658519e-7,0.000120212404,0.00003358983,0.0010011807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980547,0.00068375183,0.00031921317,0.0003821526,0.00010622567,0.00045398966],"domain_scores_gemma":[0.9986245,0.00038389815,0.00033599528,0.00046759722,0.000068606845,0.000119417586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014475596,0.00030202037,0.00061045977,0.00042012965,0.0003737558,0.000020760823,0.0007177211,0.00037539937,0.00020821864],"category_scores_gemma":[0.00012092761,0.00035218542,0.00023924143,0.00062541396,0.00049776543,0.0003444838,0.0006714783,0.00090319326,0.000018532752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012595713,0.0002864177,0.47043422,0.00022244637,0.00046568294,0.0003686571,0.044199858,0.00007255205,0.46778345,0.00092316885,0.012257936,0.001726031],"study_design_scores_gemma":[0.0109151,0.00095652445,0.7786084,0.00069709355,0.0006517844,0.000025806437,0.014303691,0.000021054751,0.13822307,0.000030334519,0.054436386,0.001130783],"about_ca_topic_score_codex":0.00973078,"about_ca_topic_score_gemma":0.018165244,"teacher_disagreement_score":0.3295604,"about_ca_system_score_codex":0.00038072004,"about_ca_system_score_gemma":0.00037055783,"threshold_uncertainty_score":0.999893},"labels":[],"label_agreement":null},{"id":"W7028028028","doi":"","title":"Dental education challenges in addressing the global antibiotic resistance crisis: a partnership between Norway, Canada, and Brazil","year":2021,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Antibiotic resistance; Dental education; MEDLINE; Resistance (ecology); Global health","score_opus":0.050985014106107736,"score_gpt":0.3132126974915971,"score_spread":0.26222768338548935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028028028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9254421,0.047829296,0.00000914048,0.0018375935,0.00022661334,0.00039562848,0.00026939108,0.000009688829,0.023980519],"genre_scores_gemma":[0.985399,0.005653169,0.00007007573,0.0000189085,0.000034988636,4.6190976e-7,0.0008415598,0.00001219016,0.007969667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976809,0.0009300413,0.00018235373,0.00051633664,0.00021379504,0.0004765953],"domain_scores_gemma":[0.99881417,0.00041610064,0.0001649737,0.00034671384,0.00019704847,0.000061022343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049952866,0.00018691324,0.00040051495,0.00019563896,0.0005685366,0.000022597778,0.0005230057,0.00026010504,0.000073091614],"category_scores_gemma":[0.00012647471,0.00018456123,0.00007715629,0.00033419553,0.00051875954,0.0000837653,0.00016336793,0.00083636824,0.000014524594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007866223,0.0022687207,0.40461826,0.019499304,0.004349873,0.0015484027,0.087287396,0.0000049362307,0.028264483,0.039166678,0.28405043,0.12107531],"study_design_scores_gemma":[0.0006064037,0.000059324375,0.78531015,0.002169881,0.00007791418,0.00000845775,0.19946647,9.0211694e-7,0.0006022058,0.0010739078,0.010376538,0.00024781335],"about_ca_topic_score_codex":0.23437326,"about_ca_topic_score_gemma":0.9845747,"teacher_disagreement_score":0.7502014,"about_ca_system_score_codex":0.00020991324,"about_ca_system_score_gemma":0.0025195894,"threshold_uncertainty_score":0.77072513},"labels":[],"label_agreement":null},{"id":"W7034482989","doi":"","title":"Univerzitní sport v Kanadě z pohledu domácích i zahraničních sportovců","year":2010,"lang":"en","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Athletes; Perspective (graphical); Order (exchange); Descriptive statistics; Descriptive research","score_opus":0.003388772758289446,"score_gpt":0.21222375410724523,"score_spread":0.20883498134895578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034482989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6618221,0.009394476,0.0000036188037,0.000027173026,0.008881866,0.0004678396,0.0003007111,0.00014125212,0.31896096],"genre_scores_gemma":[0.67614526,0.00005435762,0.000049564573,0.000029172523,0.0004358829,0.000009907003,0.0060867807,0.0000744569,0.31711465],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963287,0.00006220681,0.0014005298,0.001079308,0.0005893633,0.00053986866],"domain_scores_gemma":[0.9954053,0.00015624787,0.0013823046,0.0007248485,0.0022107393,0.000120544166],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00017291126,0.0007855432,0.0010041875,0.0005242247,0.0005842423,0.00034935903,0.0007619203,0.0020987492,0.000064834436],"category_scores_gemma":[0.00013697098,0.00073504244,0.00069266575,0.00041417094,0.00043408974,0.00081040035,0.00006514822,0.0016492612,0.00008183354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005188233,0.0026449682,0.04542575,0.0028673226,0.0038130558,0.0026354687,0.0042054253,0.000016315596,0.86591464,0.028185016,0.03667337,0.002430452],"study_design_scores_gemma":[0.0026591017,0.0005624039,0.12993239,0.004578133,0.00064794085,0.0033092005,0.0011283795,0.00000493931,0.48864666,0.0013035517,0.36451444,0.0027128765],"about_ca_topic_score_codex":0.000050609164,"about_ca_topic_score_gemma":0.000035731395,"teacher_disagreement_score":0.377268,"about_ca_system_score_codex":0.00017780143,"about_ca_system_score_gemma":0.0011701362,"threshold_uncertainty_score":0.99951005},"labels":[],"label_agreement":null},{"id":"W7034809988","doi":"","title":"Vigilancia del ozono atmosférico en la estación VAG Marcapomacocha. no.10 (octubre 2018)","year":2018,"lang":"es","type":"report","venue":"Americanae (AECID Library)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human health; Air pollutants; Human use","score_opus":0.006459973092317734,"score_gpt":0.230625706815134,"score_spread":0.22416573372281626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034809988","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19163641,0.069690354,0.0005250244,0.0028272253,0.016198518,0.0023829115,0.0030713596,0.0015381157,0.71213007],"genre_scores_gemma":[0.102296054,0.08873411,0.0020923505,0.0022795107,0.0037639923,0.00006931342,0.0035091098,0.00066018826,0.7965954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921183,0.0011977943,0.0018140756,0.0023597998,0.0004148874,0.002095142],"domain_scores_gemma":[0.99398226,0.0010336912,0.0018763784,0.0023313402,0.00038396032,0.0003923884],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005002909,0.001837153,0.002824334,0.0004786176,0.00070244644,0.00012604972,0.0021839403,0.0027513672,0.030079462],"category_scores_gemma":[0.0004307387,0.0016355966,0.0010413534,0.0010388098,0.003410209,0.0007988394,0.0011615778,0.0018195237,0.017956402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006214413,0.00050838024,0.060094886,0.00057957496,0.002428994,0.0008212231,0.00021503484,0.0000010236749,0.0030732006,0.0005202607,0.9183537,0.012782296],"study_design_scores_gemma":[0.0010203712,0.0011276937,0.090507396,0.0011613624,0.00066605903,0.00039139393,0.00019882525,0.000006647387,0.002068809,0.00009270739,0.90088916,0.0018695779],"about_ca_topic_score_codex":0.009788068,"about_ca_topic_score_gemma":0.00006649418,"teacher_disagreement_score":0.08934036,"about_ca_system_score_codex":0.00022323859,"about_ca_system_score_gemma":0.0029361993,"threshold_uncertainty_score":0.99943733},"labels":[],"label_agreement":null},{"id":"W7036044479","doi":"","title":"All Hands On Deck?: The State of Municipal Climate Change Strategizing in Ontario","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; General partnership; Climate change; Context (archaeology); Corporate governance; Thematic analysis; Climate governance; State (computer science)","score_opus":0.027791162187334666,"score_gpt":0.2378945706585072,"score_spread":0.21010340847117254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036044479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99424607,0.0011835947,5.8505844e-7,0.00016394738,0.0003327254,0.00026395093,0.000058366597,0.000010525594,0.0037402138],"genre_scores_gemma":[0.98855335,0.0013495188,0.000004011633,0.000035416426,0.000007483035,4.105408e-7,0.00046399096,0.000011605725,0.009574231],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99903506,0.00026296006,0.0001732211,0.00019804783,0.00007058704,0.00026013568],"domain_scores_gemma":[0.9990634,0.00013635143,0.000377145,0.0003726512,0.000040473802,0.000010014506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004125101,0.00016073912,0.00033968134,0.00013281096,0.0003339174,0.000003847732,0.00068291323,0.00017348661,0.00057511753],"category_scores_gemma":[0.000006111164,0.00012263587,0.00015521419,0.00014959303,0.00018547336,0.00005161392,0.00012241435,0.0008461757,0.000029844543],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020915076,0.001197231,0.01036576,0.0011289862,0.0027593418,0.0002305025,0.6265224,0.00033278932,0.31617746,0.012292274,0.002995561,0.005082582],"study_design_scores_gemma":[0.001984999,0.000647083,0.887196,0.00038439885,0.00041233585,0.000005967282,0.09805178,0.000009628791,0.0012733791,0.0004281202,0.009283754,0.0003225326],"about_ca_topic_score_codex":0.12261108,"about_ca_topic_score_gemma":0.61631113,"teacher_disagreement_score":0.8768303,"about_ca_system_score_codex":0.000086677355,"about_ca_system_score_gemma":0.00011351628,"threshold_uncertainty_score":0.8832315},"labels":[],"label_agreement":null},{"id":"W7037362132","doi":"","title":"Dress, cream satin with black chiffon overlay and tasseled, embroidered panels, c. 1910s (refurbished), quarter view","year":2019,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Front (military); Closing (real estate); Vault (architecture); Quarter (Canadian coin); Clothing; Foundation (evidence); Context (archaeology); Adornment; Assemblage (archaeology)","score_opus":0.007387260316809348,"score_gpt":0.17067897246191777,"score_spread":0.16329171214510843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037362132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98976433,0.0018357588,0.0002336304,0.00067929516,0.00023549875,0.0005592416,0.000038967133,0.00010919896,0.006544052],"genre_scores_gemma":[0.9019878,0.00055166666,0.0010902318,0.00009209535,0.000032448836,3.0607207e-8,0.000078586185,0.000034101806,0.096133076],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99758714,0.0002711999,0.0003506472,0.0009771924,0.0002468531,0.00056698965],"domain_scores_gemma":[0.9977295,0.0001616855,0.00073414407,0.00095060497,0.00017964,0.0002444181],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020179029,0.0004944971,0.0010001899,0.00021249196,0.0007056688,0.000039585542,0.00079386303,0.00062861666,0.0007361165],"category_scores_gemma":[0.000016128972,0.0005551401,0.000296994,0.00033116204,0.0011911337,0.000934833,0.00045120134,0.00062016386,0.00029600484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0095882,0.0013286812,0.24230085,0.0020861265,0.0036802762,0.0009851198,0.053040545,0.00007980142,0.55742466,0.0006779959,0.122311465,0.006496243],"study_design_scores_gemma":[0.017564474,0.002260259,0.61401236,0.0025175516,0.0010826576,0.00059321785,0.06412268,0.000037968697,0.016082292,0.00007507028,0.2797568,0.0018946719],"about_ca_topic_score_codex":0.0027002762,"about_ca_topic_score_gemma":0.0011666252,"teacher_disagreement_score":0.5413424,"about_ca_system_score_codex":0.00019384702,"about_ca_system_score_gemma":0.00041527074,"threshold_uncertainty_score":0.99969},"labels":[],"label_agreement":null},{"id":"W7038280428","doi":"","title":"Health Policy Trends: Inappropriate Antibiotic Prescribing in Alberta","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Health policy; Primary care; Medical prescription; Antibiotics; Health care; Healthcare policy","score_opus":0.15992644052409874,"score_gpt":0.513694683063965,"score_spread":0.3537682425398663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038280428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9557988,0.029019354,0.0000343078,0.0043654824,0.001144354,0.0004930617,0.000059728012,0.000092705304,0.008992177],"genre_scores_gemma":[0.97360426,0.017313784,0.000026688807,0.0004285506,0.000091204194,0.000004573566,0.00006294361,0.000050127128,0.008417876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689466,0.00054953725,0.0010154299,0.0005474821,0.00014466676,0.0008482298],"domain_scores_gemma":[0.99823564,0.00031517734,0.00072959025,0.0005300143,0.000084322994,0.00010526953],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012661779,0.00033016427,0.0010229925,0.002070862,0.0003307549,0.000268022,0.0019685072,0.00024416595,0.0020422214],"category_scores_gemma":[0.0003438717,0.0002833824,0.00018184027,0.0028308984,0.00023706548,0.0008462931,0.0008902442,0.0005954378,0.00025003855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005466109,0.0006719216,0.5678313,0.00044126436,0.0005851913,0.000093005234,0.00168033,0.00015052696,0.23848026,0.001813483,0.11733316,0.070372984],"study_design_scores_gemma":[0.0013300392,0.000028988876,0.95066565,0.001308435,0.00003282228,0.000031565643,0.00022864864,0.000018398086,0.024848485,0.0015965014,0.019468036,0.00044244513],"about_ca_topic_score_codex":0.031253822,"about_ca_topic_score_gemma":0.0030139468,"teacher_disagreement_score":0.38283435,"about_ca_system_score_codex":0.00013448995,"about_ca_system_score_gemma":0.0003678147,"threshold_uncertainty_score":0.99996185},"labels":[],"label_agreement":null},{"id":"W7039565881","doi":"","title":"18 May 2016 photos - Sherbrooke and Monbulk","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photography; Line drawings; State (computer science); Time line","score_opus":0.004829208756793059,"score_gpt":0.18575034989458022,"score_spread":0.18092114113778718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039565881","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006218501,0.005287398,6.576463e-7,0.000120978555,0.00045126723,0.00031259056,0.00018559129,0.00012464247,0.9934547],"genre_scores_gemma":[0.0008207241,0.0031006117,0.00012737056,0.00018602882,0.00007462249,0.0000048305797,0.00008630656,0.000086959306,0.99551255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989256,0.00006278751,0.00042898176,0.00021063659,0.00006905192,0.00030289547],"domain_scores_gemma":[0.9991394,0.00008152398,0.00037850378,0.00030617355,0.000054189677,0.00004017527],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010958955,0.00030359442,0.00042330692,0.000065085806,0.000072447,0.000016322454,0.0002220895,0.0006911934,0.6608147],"category_scores_gemma":[0.000032661927,0.00022571335,0.00010507796,0.0000029880835,0.00035892316,1.4896851e-7,0.00008625088,0.00020978117,0.048689846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010531276,0.000027937833,0.0000064651376,0.00040136522,0.00015791328,0.000008716121,0.000047421512,4.18292e-7,0.000046526096,0.00004311189,0.9969781,0.0021767223],"study_design_scores_gemma":[0.0008383309,0.00008266189,0.000012434067,0.0007390601,0.000058622267,0.00008314073,0.000043516302,1.3885433e-7,0.0003447458,0.000007252511,0.9974984,0.00029171066],"about_ca_topic_score_codex":0.0017868624,"about_ca_topic_score_gemma":0.0004260233,"teacher_disagreement_score":0.61212486,"about_ca_system_score_codex":0.000016349106,"about_ca_system_score_gemma":0.00002797804,"threshold_uncertainty_score":0.95205086},"labels":[],"label_agreement":null},{"id":"W7042219332","doi":"","title":"Peruvian scientific production on antimicrobial-resistant bacteria prioritized by WHO","year":2023,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scopus; Public health; Quarter (Canadian coin); Observational study; Antibiotic resistance; Global health; Production (economics); Scientific literature","score_opus":0.016201319676566187,"score_gpt":0.23548376531533569,"score_spread":0.2192824456387695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042219332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95773774,0.0005714618,0.00013136903,0.017353501,0.005332108,0.00083798444,0.00024217888,0.0009491996,0.016844427],"genre_scores_gemma":[0.98608744,0.00019634604,0.00018414187,0.0001524554,0.00025776023,0.00005422467,0.0009238539,0.000056837984,0.012086962],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966838,0.00044203302,0.0006171016,0.0010779977,0.00025777292,0.000921346],"domain_scores_gemma":[0.9984039,0.00013198827,0.00029309533,0.00072314375,0.00030003864,0.00014780484],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00076921884,0.0004347567,0.00049816247,0.00052060257,0.0015477218,0.00024500448,0.0005487052,0.0005927812,0.00009970799],"category_scores_gemma":[0.00041302392,0.00039546003,0.00021790755,0.0010804599,0.00010858609,0.00027657804,0.00016533978,0.00059937563,0.00041635628],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059066544,0.0004375492,0.00019244786,0.00011886501,0.00017002723,0.0000642468,0.00075843337,0.000008842342,0.8253235,0.10537096,0.0663475,0.00061693613],"study_design_scores_gemma":[0.0011259173,0.00008217738,0.004851499,0.0002867275,0.00005330439,0.00024119126,0.00023939688,0.000010149282,0.10034612,0.00006659028,0.89225507,0.0004418297],"about_ca_topic_score_codex":0.0000015219756,"about_ca_topic_score_gemma":0.000074230986,"teacher_disagreement_score":0.8259076,"about_ca_system_score_codex":0.00031892667,"about_ca_system_score_gemma":0.00037014546,"threshold_uncertainty_score":0.99984974},"labels":[],"label_agreement":null},{"id":"W7083458766","doi":"10.14288/1.0450224","title":"“Luckily, he kept a journal” : Family as Collective Autobiography","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biography; Representation (politics); Kinship; Subtitle; Artifact (error); Identity (music); Self representation; Life writing","score_opus":0.0041575347909539205,"score_gpt":0.1714473693241525,"score_spread":0.16728983453319857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083458766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687295,0.005061438,0.00056689064,0.00023057517,0.0006201494,0.00018918143,0.00007993952,0.00006209393,0.02446025],"genre_scores_gemma":[0.943251,0.0009270925,0.000107970845,0.0001783342,0.000009417426,1.5088938e-7,0.000011372986,0.0000069764806,0.055507675],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990927,0.00012617989,0.00014456939,0.00029713917,0.000049950675,0.00028947782],"domain_scores_gemma":[0.99932176,0.00006689181,0.00013622316,0.00020827212,0.00023222294,0.00003465997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561399,0.000054724827,0.00031795245,0.00014181866,0.0006959114,0.000057425677,0.0003795282,0.0002543864,0.00033663708],"category_scores_gemma":[0.000029980372,0.00016490798,0.00024858152,0.00064052886,0.0006079614,0.00013059896,0.000117726326,0.00031306417,0.000108007465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019830158,0.00079459633,0.06499553,0.00017900432,0.0024386619,0.00059194973,0.0010762495,0.000003262344,0.033866294,0.000053322863,0.56253064,0.3332722],"study_design_scores_gemma":[0.0018240083,0.00013061699,0.9730856,0.00038303575,0.00014481669,0.00014584041,0.004482438,0.0000014116088,0.00003957246,0.0011312604,0.018462049,0.00016936906],"about_ca_topic_score_codex":0.029315816,"about_ca_topic_score_gemma":0.0430349,"teacher_disagreement_score":0.90809005,"about_ca_system_score_codex":0.00007230827,"about_ca_system_score_gemma":0.00035523222,"threshold_uncertainty_score":0.97714806},"labels":[],"label_agreement":null},{"id":"W7083870281","doi":"","title":"Scott Pilgrim | Volumes 1-6 | CBZ","year":2004,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pilgrim; Romance; False accusation; Girl; Obituary","score_opus":0.008128409214663426,"score_gpt":0.2227339529438287,"score_spread":0.21460554372916527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083870281","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008418563,0.008265384,0.0077268677,0.00015024442,0.0034182947,0.000855166,0.0012089924,0.00070040964,0.9768328],"genre_scores_gemma":[0.037091017,0.00080963917,0.000809994,0.00043968836,0.0005100044,0.000029780162,0.0017535046,0.00073788594,0.9578185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606913,0.00039739284,0.0007912974,0.0014202592,0.00015410336,0.0011678042],"domain_scores_gemma":[0.99799484,0.00022183942,0.0005996269,0.001010002,0.000032910513,0.00014079748],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014193406,0.0010778768,0.001217547,0.0007411443,0.000067915986,0.000083044586,0.0016682938,0.00069550803,0.035776503],"category_scores_gemma":[0.000050531227,0.0009315927,0.0006519269,0.00011984241,0.0015506614,0.00006347832,0.0008471402,0.0015707526,0.030740995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031166038,0.0003001184,0.0005542518,0.00030521012,0.001551937,0.00020595429,0.0013196288,0.0000015470324,0.004173532,0.007986961,0.9828349,0.0004543514],"study_design_scores_gemma":[0.0016987269,0.00043816474,0.00048949633,0.003657938,0.00019883248,0.00020381359,0.00009969653,0.000009500032,0.0050413795,0.0011740931,0.98595184,0.0010365439],"about_ca_topic_score_codex":0.024846526,"about_ca_topic_score_gemma":0.031914413,"teacher_disagreement_score":0.03624916,"about_ca_system_score_codex":0.00008098732,"about_ca_system_score_gemma":0.00022675123,"threshold_uncertainty_score":0.9993135},"labels":[],"label_agreement":null},{"id":"W7083888076","doi":"","title":"The Evan Bray Show - Open Phones + Landon Grubb and Casey Mintzler - August 15th, 2025","year":2025,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tournament; Event (particle physics); Athletes; Join (topology)","score_opus":0.010913771615547739,"score_gpt":0.24958162087660993,"score_spread":0.2386678492610622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083888076","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011795157,0.011597538,0.0015433353,0.0005593268,0.002864844,0.0013723004,0.0013993504,0.00019342315,0.97929037],"genre_scores_gemma":[0.016272742,0.002960041,0.0002541538,0.00048221598,0.0002399381,0.00005157456,0.0008417132,0.0002560839,0.9786415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996504,0.00068997935,0.00064818206,0.0011938334,0.00010647502,0.0008575232],"domain_scores_gemma":[0.99751693,0.0009797125,0.00043296223,0.000930832,0.000037639198,0.00010194353],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028948847,0.00083090115,0.000992128,0.0003685104,0.00018205016,0.0002930563,0.0022607697,0.00043676683,0.010078759],"category_scores_gemma":[0.00011981537,0.00056430633,0.0003097892,0.00009895575,0.0014752218,0.0000753616,0.0024709334,0.001162876,0.0024715753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008360813,0.00013026748,0.00085914286,0.00018332411,0.0016217575,0.00011847631,0.0009323253,2.0145049e-7,0.0012484812,0.005476931,0.9868102,0.0017828145],"study_design_scores_gemma":[0.001650914,0.00023662047,0.00096561416,0.0023187548,0.00022085801,0.00012797315,0.00021791656,0.000018799154,0.0017297302,0.0012211552,0.9906514,0.00064021995],"about_ca_topic_score_codex":0.04068294,"about_ca_topic_score_gemma":0.1069754,"teacher_disagreement_score":0.06629245,"about_ca_system_score_codex":0.00003299769,"about_ca_system_score_gemma":0.00019100586,"threshold_uncertainty_score":0.9996808},"labels":[],"label_agreement":null},{"id":"W7094024738","doi":"","title":"2010 Census County Block Map: Dallas County, Inset G01","year":2010,"lang":"en","type":"other","venue":"The Portal to Texas History (University of North Texas)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Block (permutation group theory); Scale (ratio); Quarter (Canadian coin); Block grant","score_opus":0.011034565555903963,"score_gpt":0.18513628169629998,"score_spread":0.17410171614039602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094024738","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07359968,0.017562808,0.00007020098,0.0012186497,0.01326003,0.0017764308,0.008286973,0.0006697618,0.8835555],"genre_scores_gemma":[0.024754053,0.00048071565,0.000105055224,0.00031705922,0.00012765653,1.9556191e-7,0.00062193786,0.00016752612,0.9734258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837846,0.00011463644,0.000256932,0.0005881046,0.0001591102,0.00050277147],"domain_scores_gemma":[0.99805003,0.000059655667,0.0006028215,0.0010820698,0.000111969464,0.000093444476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018950934,0.0004583679,0.00071778055,0.00030015243,0.00024946075,0.000004901662,0.0012923136,0.0008576307,0.012169673],"category_scores_gemma":[0.000016563143,0.00042393032,0.0002636421,0.00014903881,0.0014154416,0.00004771223,0.0003064452,0.0010137787,0.003317274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014897728,0.0001597654,0.006771386,0.00010924198,0.00040687656,0.00011920307,0.00013668954,0.0000013444649,0.00012224185,0.00021003565,0.9915033,0.0003109399],"study_design_scores_gemma":[0.0006081639,0.00009165507,0.054664932,0.00012149428,0.00028388095,0.000041337065,0.000052887317,3.5246188e-7,0.000015222443,0.000005653125,0.9436532,0.00046120945],"about_ca_topic_score_codex":0.0067997174,"about_ca_topic_score_gemma":0.053119127,"teacher_disagreement_score":0.08987034,"about_ca_system_score_codex":0.00017907207,"about_ca_system_score_gemma":0.000337132,"threshold_uncertainty_score":0.99982125},"labels":[],"label_agreement":null},{"id":"W7095213441","doi":"","title":"A Mail Survey of Ontario Beef Producers &amp;apos; Attitudes about Antibiotics","year":2005,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Postal service; Knowledge level; Data collection","score_opus":0.06479246309073729,"score_gpt":0.3075283774082308,"score_spread":0.24273591431749353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095213441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98817575,0.001875899,0.00017437829,0.00017193852,0.00034756612,0.00016543064,0.000028453887,0.000050615123,0.009009974],"genre_scores_gemma":[0.8760725,0.000110573455,0.0012670526,0.00013043766,0.000021620828,1.3035671e-7,0.000094960385,0.000012675631,0.12229001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988571,0.00010202388,0.00035658924,0.0003057723,0.000042951902,0.00033557272],"domain_scores_gemma":[0.99924433,0.00007530652,0.0001256653,0.00039525382,0.0001371579,0.00002230836],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036933465,0.00016803981,0.0003346751,0.00006460042,0.00010279822,0.000009629384,0.00023352528,0.00022655651,0.0020904453],"category_scores_gemma":[0.00006711033,0.00013049261,0.00007758513,0.00012794454,0.00029384723,0.00006848095,0.00006619606,0.00022478185,0.00095438864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025436797,0.0006767902,0.8394406,0.000087146705,0.00047513255,0.0000021464007,0.0014249253,0.000017693637,0.12946786,0.00085198955,0.024626063,0.00267533],"study_design_scores_gemma":[0.0005689098,0.000070396185,0.78441507,0.000063694744,0.000033994827,0.000012125629,0.000025680789,3.0048966e-7,0.105811514,0.0000054837933,0.10880143,0.0001913744],"about_ca_topic_score_codex":0.046974797,"about_ca_topic_score_gemma":0.5664862,"teacher_disagreement_score":0.5195114,"about_ca_system_score_codex":0.00009467221,"about_ca_system_score_gemma":0.00035523335,"threshold_uncertainty_score":0.9998235},"labels":[],"label_agreement":null},{"id":"W7095504474","doi":"","title":"doi:10.1093/fampra/cmh719 Family Practice Advance Access originally published online on 7 January 2005 How and why are non-prescription analgesics used in Scotland?","year":2015,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Quarter (Canadian coin); Government (linguistics); Alternative medicine; Analgesic; Sample (material); Public health","score_opus":0.029291703172908745,"score_gpt":0.29280440635079913,"score_spread":0.2635127031778904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095504474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624368,0.0060341917,0.0018439561,0.014295856,0.001244649,0.0007229669,0.000084667736,0.00014578566,0.013191105],"genre_scores_gemma":[0.96075356,0.001676854,0.0014315257,0.00465793,0.00017625716,0.0000121539815,0.00036939175,0.00004310694,0.030879201],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805635,0.0002798315,0.00035279465,0.00063836225,0.0001302843,0.000542371],"domain_scores_gemma":[0.9985251,0.00028132647,0.00032562425,0.00049500045,0.0002778019,0.00009518471],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005472602,0.0003262397,0.00048596543,0.00024369083,0.000120968274,0.00020004461,0.00043763316,0.0003974509,0.0001240623],"category_scores_gemma":[0.00056291843,0.00025412472,0.00005580801,0.00035457968,0.00019290777,0.001806307,0.0001544101,0.0006374447,0.00013989503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062422496,0.0024357433,0.094178125,0.00021753999,0.00045487419,0.00030064062,0.0006875988,0.00015275643,0.042252835,0.001684775,0.84855956,0.0028332975],"study_design_scores_gemma":[0.011081463,0.0009406921,0.18172482,0.00064578804,0.00018313884,0.00009935292,0.0058534257,0.00017375083,0.0077422326,0.0005169591,0.7898956,0.0011427663],"about_ca_topic_score_codex":0.00060723966,"about_ca_topic_score_gemma":0.0028900886,"teacher_disagreement_score":0.08754669,"about_ca_system_score_codex":0.000096842494,"about_ca_system_score_gemma":0.00020424441,"threshold_uncertainty_score":0.9999911},"labels":[],"label_agreement":null},{"id":"W7095717742","doi":"","title":"RESEARCH Open Access Antimicrobial resistance programs in Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Medical prescription; Antimicrobial; Scope (computer science); Antimicrobial stewardship; Resistance (ecology)","score_opus":0.08585072822292955,"score_gpt":0.35395978036999093,"score_spread":0.2681090521470614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095717742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93531555,0.00061233743,0.000060145954,0.007644749,0.0005246529,0.0006970622,0.000020388004,0.000028537903,0.055096593],"genre_scores_gemma":[0.91728467,0.00013168964,0.00005973291,0.00019861152,0.000013254305,0.000010302444,0.0000075722105,0.000010284014,0.08228386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985054,0.00023551566,0.00023823234,0.00036487344,0.000053491498,0.00060244894],"domain_scores_gemma":[0.99934214,0.00015264908,0.000043095522,0.00034419936,0.00009352708,0.000024383937],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048720138,0.000103058694,0.00020457529,0.00008087634,0.00015249256,0.000079292615,0.0015615859,0.0001040391,0.0009338046],"category_scores_gemma":[0.00004776414,0.000060515813,0.000019551197,0.00035821242,0.00022804578,0.00029705302,0.00073329714,0.00020311814,0.0002511893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008400996,0.00028187875,0.21846741,0.00008481813,0.000093290524,0.00013967883,0.00010782171,2.7436116e-7,0.19804113,0.011190961,0.550542,0.020210667],"study_design_scores_gemma":[0.004568579,0.00007423418,0.16891068,0.001316425,0.000008186465,0.00001891635,0.0008231733,1.7999665e-7,0.28027567,0.0008775007,0.54254735,0.0005791047],"about_ca_topic_score_codex":0.8727742,"about_ca_topic_score_gemma":0.9963181,"teacher_disagreement_score":0.12354395,"about_ca_system_score_codex":0.0003117608,"about_ca_system_score_gemma":0.0015969804,"threshold_uncertainty_score":0.9999795},"labels":[],"label_agreement":null},{"id":"W7095794593","doi":"","title":"EVIDENCE-BASED GUIDELINES Canadian Consensus Development Conference on","year":2014,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Primary care; Public health; Guideline; Systematic review","score_opus":0.1185359618239239,"score_gpt":0.2894311472751288,"score_spread":0.1708951854512049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095794593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77116054,0.0051690806,0.0060989563,0.053150315,0.0026318666,0.00062695035,0.000018561243,0.0003423081,0.1608014],"genre_scores_gemma":[0.9799604,0.00002969837,0.0014899635,0.004648599,0.00001864692,0.0000019697993,0.000012231428,0.000006155678,0.013832373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991974,0.00007767141,0.00021310968,0.0002047746,0.000025720494,0.00028132534],"domain_scores_gemma":[0.9994099,0.00014613349,0.00004103026,0.00019740923,0.0001579209,0.000047563917],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023669146,0.00011416861,0.0001409987,0.00007544291,0.00018198993,0.000010923707,0.00014325826,0.00013678106,0.0014689651],"category_scores_gemma":[0.0002510484,0.00008246977,0.000027744032,0.000050207236,0.00011733187,0.000012518634,0.000010674364,0.00009749687,0.0023855942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041098337,0.00017520372,0.015478248,0.00011618303,0.00029402346,0.00003900432,0.00042271707,0.000109275345,0.1532702,0.11854234,0.6002406,0.110901214],"study_design_scores_gemma":[0.0008650086,0.00017774882,0.011490249,0.000858185,0.000018731196,0.000011436793,0.00014986591,0.00014020273,0.23554602,0.000147899,0.7501809,0.0004137657],"about_ca_topic_score_codex":0.014472755,"about_ca_topic_score_gemma":0.08512715,"teacher_disagreement_score":0.2087998,"about_ca_system_score_codex":0.000040773408,"about_ca_system_score_gemma":0.00063837017,"threshold_uncertainty_score":0.9994438},"labels":[],"label_agreement":null},{"id":"W7096757871","doi":"","title":"Lessons from the Danish ban on feed-grade antibiotics. Choices 3 rd Quarter","year":2003,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Danish; Government (linguistics); Work (physics)","score_opus":0.017006912169251796,"score_gpt":0.2517290004172391,"score_spread":0.23472208824798732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096757871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85128117,0.0036580153,0.00043293965,0.012034183,0.0021410913,0.0003164509,0.000084408544,0.00017995795,0.12987179],"genre_scores_gemma":[0.978447,0.00015860928,0.000107915206,0.0018723088,0.000054674998,2.854054e-7,0.000036807884,0.000014403909,0.019307964],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891394,0.00019879885,0.00019009665,0.00032164875,0.000037909285,0.00033759882],"domain_scores_gemma":[0.9991428,0.00029756344,0.00006995582,0.00044786412,0.000021713442,0.000020083184],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001306748,0.00017818999,0.0002034606,0.000023841814,0.0003340775,0.000034608558,0.00028182752,0.00022539338,0.0014088161],"category_scores_gemma":[0.00004230405,0.00010083196,0.000096633405,0.000088713154,0.0002404467,0.00004666881,0.00002323499,0.0002912291,0.001941518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012261118,0.0008532512,0.04045118,0.000019852776,0.00081297965,0.000022770506,0.0012927977,0.000004626342,0.3852886,0.16318743,0.40630603,0.0016378695],"study_design_scores_gemma":[0.0011828159,0.00015624253,0.0788196,0.000082288796,0.00007997432,0.000013924586,0.0018668881,0.0000015884092,0.32824534,0.0007114362,0.5885085,0.00033139187],"about_ca_topic_score_codex":0.00030358823,"about_ca_topic_score_gemma":0.0005243125,"teacher_disagreement_score":0.18220247,"about_ca_system_score_codex":0.000012517813,"about_ca_system_score_gemma":0.000030705894,"threshold_uncertainty_score":0.999504},"labels":[],"label_agreement":null},{"id":"W7096903244","doi":"","title":"Effect of formulary policy decisions on antimicrobial drug utilization in British Columbia. J Antimicrob Chemother 2005; 55:95-101. Correspondence to: Dr","year":2015,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Formulary; Medical prescription; Famciclovir; Listing (finance); Drug; Chlorothalonil; Antimicrobial; Clarithromycin","score_opus":0.014955448291939424,"score_gpt":0.27695295970556416,"score_spread":0.26199751141362476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096903244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99534357,0.00055721204,0.0004450176,0.00030998635,0.0004554214,0.0005689076,0.00006550767,0.000056170218,0.0021982142],"genre_scores_gemma":[0.95866454,0.00021361363,0.0001332393,0.0007486458,0.00003382757,0.000003780296,0.000063469895,0.00002916183,0.040109716],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983489,0.00026788798,0.00042917376,0.00039910784,0.00007246351,0.00048246386],"domain_scores_gemma":[0.9990551,0.00030793715,0.00011831372,0.0003556501,0.00009567644,0.000067324574],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006286717,0.00017109622,0.00045518074,0.00017068649,0.00010531498,0.00004645422,0.0003290607,0.00027878396,0.0005104781],"category_scores_gemma":[0.00052347453,0.00020039314,0.0001003045,0.0004815185,0.00018030185,0.000108546614,0.00012048052,0.00021617026,0.0007782353],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000981911,0.0004799753,0.024862332,0.000059066268,0.000063243104,0.00003597459,0.0003507802,0.00006627398,0.36413082,0.00007017294,0.5988314,0.010068048],"study_design_scores_gemma":[0.008794503,0.0010811096,0.033749778,0.0019025108,0.00006723556,0.00022907277,0.0002691982,0.00006118708,0.8984744,0.00009648896,0.054452743,0.00082176545],"about_ca_topic_score_codex":0.015004174,"about_ca_topic_score_gemma":0.03427169,"teacher_disagreement_score":0.54437864,"about_ca_system_score_codex":0.000089928806,"about_ca_system_score_gemma":0.00021931886,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W7097015402","doi":"","title":"VOL 47: MARCH • MARS 2001 ❖ Canadian Family Physician • Le Médecin de famille canadien 521 Prescribing practices and attitudes toward giving children antibiotics","year":2015,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Respiratory tract infections; Pneumonia; Pharyngitis; Common cold; Upper respiratory infections; Medical prescription","score_opus":0.033469841947824,"score_gpt":0.26111506677330143,"score_spread":0.22764522482547744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097015402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629922,0.0043915296,0.00014108361,0.0007728338,0.0003942618,0.00031946978,0.000082738945,0.00006361731,0.030842297],"genre_scores_gemma":[0.9882006,0.00036303626,0.00087997224,0.0014722373,0.00008850488,7.386652e-7,0.000056999805,0.00003134551,0.008906545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981344,0.00017596009,0.0002472762,0.00045191418,0.000062205705,0.00092826044],"domain_scores_gemma":[0.9990456,0.00009602889,0.00017064251,0.0003037114,0.00013663415,0.0002473593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045596974,0.00024456123,0.00032092046,0.00015989968,0.00036620483,0.000072829134,0.00031323906,0.00027009795,0.00003076373],"category_scores_gemma":[0.00021456588,0.00022109803,0.000051261944,0.00016076062,0.0002589002,0.00023160745,0.00011919508,0.00034451074,0.000093063085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012016767,0.00026535118,0.83231664,0.00011829727,0.0008350845,0.00010638197,0.0019640622,0.00003903593,0.054855388,0.0015592627,0.101274244,0.0065460606],"study_design_scores_gemma":[0.002088632,0.00026291952,0.92231554,0.00024079956,0.00013816977,0.00013761586,0.008794951,0.000096183736,0.0136075225,0.00010424903,0.05135302,0.0008604109],"about_ca_topic_score_codex":0.602103,"about_ca_topic_score_gemma":0.4962381,"teacher_disagreement_score":0.10586487,"about_ca_system_score_codex":0.00020240399,"about_ca_system_score_gemma":0.001226282,"threshold_uncertainty_score":0.9016116},"labels":[],"label_agreement":null},{"id":"W7097463118","doi":"","title":"Commentary","year":2007,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mantra; Antibiotics; Respiratory tract infections; Medical literature; MEDLINE","score_opus":0.006611048454368152,"score_gpt":0.23202473960350634,"score_spread":0.22541369114913817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097463118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7488406,0.002489012,0.009373765,0.004446252,0.0010544431,0.00009163709,0.0000027264175,0.00014642929,0.23355514],"genre_scores_gemma":[0.9788022,0.000012897831,0.00018023449,0.0050142906,0.000015667061,6.6555636e-8,0.000009628586,0.0000023210675,0.015962694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997429,0.000007357173,0.00006344094,0.000055923647,0.0000053398103,0.00012500303],"domain_scores_gemma":[0.99987817,0.000029485958,0.000010085463,0.00007082265,0.0000060296675,0.000005411274],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009782898,0.00003166608,0.000042623353,0.000016192127,0.000051435658,0.0000011550193,0.000048064176,0.000048623213,0.0013014667],"category_scores_gemma":[0.0000023263317,0.000022616332,0.000018150526,0.00002682756,0.000054715787,0.000013262867,0.000014371984,0.000051467952,0.0010070101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006892598,0.00010464092,0.019236546,0.00000610023,0.00007397675,0.000013981195,0.00012346942,5.516555e-8,0.33011928,0.0098356735,0.6290695,0.011347828],"study_design_scores_gemma":[0.00035159598,0.00003048737,0.023512853,0.000005718181,0.00000582638,0.000014695684,0.00030792897,6.552309e-8,0.33619282,0.000101937054,0.6394123,0.00006377913],"about_ca_topic_score_codex":0.000047038433,"about_ca_topic_score_gemma":0.000062002364,"teacher_disagreement_score":0.2299616,"about_ca_system_score_codex":0.0000049072983,"about_ca_system_score_gemma":0.0000022097654,"threshold_uncertainty_score":0.9997708},"labels":[],"label_agreement":null},{"id":"W7097854708","doi":"","title":"A CE lesson presented by the Canadian Pharmaceutical Journal Antimicrobial Resistance","year":2011,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Antibiotics; Pharmacist; Antimicrobial; Clinical pharmacy; MEDLINE","score_opus":0.03156362602515857,"score_gpt":0.2587645113958227,"score_spread":0.22720088537066413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097854708","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45751357,0.036087207,0.0015345258,0.022454154,0.0049128425,0.0009757533,0.00020905511,0.00022734467,0.47608554],"genre_scores_gemma":[0.9478981,0.00030474292,0.000099863704,0.0018905586,0.000043341053,0.000001097055,0.000011887059,0.0000129634245,0.04973747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886614,0.00017761037,0.000215565,0.00018781323,0.000031108488,0.0005217718],"domain_scores_gemma":[0.99952626,0.000040804418,0.000068267596,0.0002104229,0.00007609777,0.00007815577],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025048046,0.00013648992,0.00014742462,0.00004982358,0.0008117015,0.000036074965,0.0004088877,0.0001969607,0.002417039],"category_scores_gemma":[0.00003103907,0.00008213171,0.00007670964,0.0001084862,0.00043113882,0.00007049032,0.00003538353,0.0005435071,0.00047720538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020399544,0.000090011206,0.0013602885,0.000013317845,0.00017194869,0.000029685423,0.0007063794,6.502657e-8,0.08102879,0.0019560787,0.913976,0.00046345085],"study_design_scores_gemma":[0.00082714314,0.000027089354,0.0015776244,0.000051374973,0.00005131678,0.00024616678,0.0002826461,0.0000012339914,0.1760853,0.00009909131,0.8205743,0.00017670331],"about_ca_topic_score_codex":0.023103336,"about_ca_topic_score_gemma":0.17042401,"teacher_disagreement_score":0.49038452,"about_ca_system_score_codex":0.000056991117,"about_ca_system_score_gemma":0.00022910342,"threshold_uncertainty_score":0.99849486},"labels":[],"label_agreement":null},{"id":"W7100865411","doi":"","title":"Research","year":2015,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Antibiotic resistance; Streptococcus pneumoniae; Respiratory tract infections; Medical prescription; Drug resistance","score_opus":0.1266195322030282,"score_gpt":0.36906976165241395,"score_spread":0.24245022944938574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100865411","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30732882,0.003368129,0.0002737488,0.0009774964,0.0005136189,0.00006485165,9.1907316e-7,0.0000724863,0.6873999],"genre_scores_gemma":[0.85721797,0.000010860267,0.000071819144,0.000065278284,0.000014207007,4.5434106e-7,0.000002703493,0.0000022628728,0.14261442],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996176,0.00007794308,0.000046684796,0.0000775977,0.000019492514,0.0001607068],"domain_scores_gemma":[0.99975944,0.000033665132,0.000005107849,0.00011029976,0.00007805153,0.0000134235315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003732929,0.000025017385,0.00004389428,0.00003472621,0.000055239398,0.000003787205,0.00008312433,0.00006697106,0.0005382004],"category_scores_gemma":[0.000036628466,0.000016827347,0.000011031209,0.0000835177,0.00013020943,0.00001875652,0.000034784785,0.000120794,0.01009517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054464275,0.00007162366,0.002481509,0.000003981947,0.000029932991,0.000007487012,0.0003273454,4.871859e-7,0.046676576,0.05706795,0.89112586,0.002152784],"study_design_scores_gemma":[0.00057321665,0.000106940635,0.001720378,0.000008535395,0.000002397119,0.000019286786,0.0025139062,7.129975e-7,0.0935753,0.0019589828,0.8994536,0.00006673733],"about_ca_topic_score_codex":0.000079584606,"about_ca_topic_score_gemma":0.000020422598,"teacher_disagreement_score":0.54988915,"about_ca_system_score_codex":0.0000096443755,"about_ca_system_score_gemma":0.000044203363,"threshold_uncertainty_score":0.99067557},"labels":[],"label_agreement":null},{"id":"W7101382243","doi":"10.1093/eurpub/ckaf161.316","title":"Large language models to reduce antimicrobial resistance: ChatGPT, Claude and Gemini comparison","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Readability; Quality (philosophy); Public health; Diversity (politics); Lexical diversity; Health informatics; Resistance (ecology)","score_opus":0.03321511516223329,"score_gpt":0.30825629614510525,"score_spread":0.27504118098287195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101382243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8362834,0.034409404,0.0730914,0.034292035,0.001700634,0.00030227142,0.000065387816,0.00006011107,0.019795354],"genre_scores_gemma":[0.98755693,0.00061267585,0.0009790221,0.0031843088,0.00010170458,1.8674217e-7,0.00001032144,0.000018115175,0.0075367093],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996872,0.0016004735,0.00073424756,0.00021749541,0.000057101613,0.0005186781],"domain_scores_gemma":[0.9990504,0.00006382783,0.00038867202,0.00023105682,0.00013250796,0.00013353066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043740906,0.00014808185,0.0004439534,0.00026997522,0.0002635572,0.000050845603,0.0003345489,0.000058244517,0.000042827724],"category_scores_gemma":[0.00011834481,0.00012238107,0.00007265436,0.00025947767,0.00009833672,0.00013627717,0.00012186673,0.00047841007,0.000051656727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036049614,0.0008454318,0.0016134292,0.0005833921,0.0005053803,0.00019355553,0.03261271,0.00001789363,0.06570366,0.012975387,0.8312408,0.053347893],"study_design_scores_gemma":[0.004895439,0.0005913149,0.023041975,0.0015858881,0.000045565812,0.00018495889,0.0104419915,0.00001314459,0.005391322,0.00008614312,0.95332474,0.0003975297],"about_ca_topic_score_codex":0.000010306773,"about_ca_topic_score_gemma":0.00005097236,"teacher_disagreement_score":0.15127356,"about_ca_system_score_codex":0.000067157605,"about_ca_system_score_gemma":0.00038116614,"threshold_uncertainty_score":0.4990555},"labels":[],"label_agreement":null},{"id":"W7101393459","doi":"10.1093/eurpub/ckaf161.1641","title":"Towards sustainable care for MDRO carriers: network analyses to reveal information exchange pathways","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"CLARITY; Information exchange; Health information exchange; Health care; Information flow; Information sharing","score_opus":0.048146751105812194,"score_gpt":0.31700186713248873,"score_spread":0.26885511602667655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101393459","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09101409,0.07942155,0.7276489,0.038973123,0.005655002,0.0019603588,0.00018755408,0.00014557147,0.054993823],"genre_scores_gemma":[0.99082476,0.00037236093,0.0017715435,0.004278888,0.00026545284,0.0000018846747,0.000064981694,0.000014261063,0.0024058695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751925,0.0010650553,0.0006717936,0.00010511645,0.00005452684,0.0005842396],"domain_scores_gemma":[0.998535,0.00005309043,0.00041717483,0.00017292758,0.0007041518,0.000117657975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040146094,0.0001208412,0.00033957543,0.00029387508,0.0004091929,0.000065934844,0.00030031358,0.000050588464,0.000034643635],"category_scores_gemma":[0.00042698593,0.000095097006,0.00012944479,0.0004094064,0.000045818306,0.00031042943,0.00008191425,0.0002310869,0.000026914284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019327768,0.00007855037,0.00064005674,0.0016716962,0.00059948565,0.000041933054,0.020700261,0.00014621942,0.0005116259,0.0076499823,0.55853605,0.40923083],"study_design_scores_gemma":[0.00096480746,0.00071731536,0.0060922257,0.00020751644,0.00002523817,0.000018471543,0.016783638,0.0000010755946,0.00017316066,0.000053335425,0.9748657,0.000097512086],"about_ca_topic_score_codex":0.0000427914,"about_ca_topic_score_gemma":0.000014848832,"teacher_disagreement_score":0.8998107,"about_ca_system_score_codex":0.0002105978,"about_ca_system_score_gemma":0.0011457436,"threshold_uncertainty_score":0.38779432},"labels":[],"label_agreement":null},{"id":"W7104290598","doi":"10.71781/4765","title":"Pharmacothérapie de précision des aminosides en unités de soins intensifs","year":2021,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intensive care; Critical illness; MEDLINE","score_opus":0.007219508770661238,"score_gpt":0.2019183648576277,"score_spread":0.19469885608696647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104290598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85680985,0.12993646,0.0011215814,0.00033515246,0.001956109,0.00027434478,0.00011258349,0.00010453767,0.00934935],"genre_scores_gemma":[0.82484883,0.011882244,0.0014631145,0.00026151192,0.00021355176,0.000008603019,0.00096716615,0.000049783124,0.16030517],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9969313,0.000660028,0.0005224134,0.00076358824,0.00019383225,0.00092882506],"domain_scores_gemma":[0.9980632,0.0003568,0.00040109293,0.0004058079,0.0005234443,0.0002496213],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003287827,0.0006093462,0.0006411193,0.0003158475,0.00780625,0.00005784962,0.00054842414,0.0013696674,0.0003341976],"category_scores_gemma":[0.00020611953,0.00068313844,0.0004952433,0.0003713719,0.0009865874,0.00028850423,0.00023645177,0.0011042091,0.00018149341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019461081,0.00069143396,0.03272926,0.00076762156,0.0016602533,0.007746354,0.06858762,0.0006787749,0.85660154,0.018188749,0.0025236236,0.007878637],"study_design_scores_gemma":[0.0027916683,0.00027440782,0.12201523,0.0030009493,0.0017472034,0.006496125,0.14220522,0.00045599032,0.61422753,0.0005300521,0.1050492,0.0012063999],"about_ca_topic_score_codex":0.036572453,"about_ca_topic_score_gemma":0.016184915,"teacher_disagreement_score":0.242374,"about_ca_system_score_codex":0.00606032,"about_ca_system_score_gemma":0.005169053,"threshold_uncertainty_score":0.99992675},"labels":[],"label_agreement":null},{"id":"W7105647198","doi":"10.6084/m9.figshare.30610987","title":"Prior antibiotic exposure is associated with worse outcomes in adults with COVID-19","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Logistic regression; Retrospective cohort study; Cohort; Medical prescription; Cohort study; Emergency department; Disease","score_opus":0.01382691007332607,"score_gpt":0.25370606882609226,"score_spread":0.2398791587527662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105647198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5662472,0.031988647,0.000014993545,0.006712551,0.000730406,0.0046359017,0.38106143,0.0004318102,0.008177063],"genre_scores_gemma":[0.9426516,0.00011589949,0.00002055118,0.0033829398,0.000016250486,0.000024775021,0.022593258,0.000045411092,0.031149289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692166,0.00033054923,0.00063623773,0.0010075101,0.0001242783,0.0009797912],"domain_scores_gemma":[0.9977841,0.0007055329,0.0004482386,0.0007196532,0.00022222269,0.00012028616],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012467333,0.00065187376,0.0010761354,0.00035187323,0.00045677065,0.00006536299,0.00058358576,0.0010552036,0.09042037],"category_scores_gemma":[0.0017949884,0.0004683344,0.00016049256,0.0011010253,0.00017551666,0.00015611561,0.00019914006,0.00093899545,0.0012851575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057658446,0.0027163022,0.56845987,0.0059642163,0.004130351,0.0018653284,0.0075198356,0.00004810634,0.00021504189,0.000103260965,0.40147868,0.001733188],"study_design_scores_gemma":[0.025318552,0.002035497,0.79848856,0.10416041,0.0004736083,0.00006862196,0.0042088004,0.000023570512,0.004009656,0.000025731966,0.05934168,0.0018453039],"about_ca_topic_score_codex":0.00011742116,"about_ca_topic_score_gemma":0.0031421662,"teacher_disagreement_score":0.37640443,"about_ca_system_score_codex":0.00028606874,"about_ca_system_score_gemma":0.0015389612,"threshold_uncertainty_score":0.99977684},"labels":[],"label_agreement":null},{"id":"W7105682917","doi":"10.6084/m9.figshare.30610987.v1","title":"Prior antibiotic exposure is associated with worse outcomes in adults with COVID-19","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Logistic regression; Retrospective cohort study; Cohort; Medical prescription; Cohort study; Emergency department; Disease","score_opus":0.01382691007332607,"score_gpt":0.25370606882609226,"score_spread":0.2398791587527662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105682917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5662472,0.031988647,0.000014993545,0.006712551,0.000730406,0.0046359017,0.38106143,0.0004318102,0.008177063],"genre_scores_gemma":[0.9426516,0.00011589949,0.00002055118,0.0033829398,0.000016250486,0.000024775021,0.022593258,0.000045411092,0.031149289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692166,0.00033054923,0.00063623773,0.0010075101,0.0001242783,0.0009797912],"domain_scores_gemma":[0.9977841,0.0007055329,0.0004482386,0.0007196532,0.00022222269,0.00012028616],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012467333,0.00065187376,0.0010761354,0.00035187323,0.00045677065,0.00006536299,0.00058358576,0.0010552036,0.09042037],"category_scores_gemma":[0.0017949884,0.0004683344,0.00016049256,0.0011010253,0.00017551666,0.00015611561,0.00019914006,0.00093899545,0.0012851575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057658446,0.0027163022,0.56845987,0.0059642163,0.004130351,0.0018653284,0.0075198356,0.00004810634,0.00021504189,0.000103260965,0.40147868,0.001733188],"study_design_scores_gemma":[0.025318552,0.002035497,0.79848856,0.10416041,0.0004736083,0.00006862196,0.0042088004,0.000023570512,0.004009656,0.000025731966,0.05934168,0.0018453039],"about_ca_topic_score_codex":0.00011742116,"about_ca_topic_score_gemma":0.0031421662,"teacher_disagreement_score":0.37640443,"about_ca_system_score_codex":0.00028606874,"about_ca_system_score_gemma":0.0015389612,"threshold_uncertainty_score":0.99977684},"labels":[],"label_agreement":null},{"id":"W7106007530","doi":"10.1016/j.lanepe.2025.101540","title":"Strengthening antimicrobial resistance governance in Europe: a coordinated one health approach","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Europe","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Health and Digital Executive Agency; Canadian Institutes of Health Research; Direktoratet for Utviklingssamarbeid; Servicio Andaluz de Salud; Terveyden ja hyvinvoinnin laitos; Norwegian Institute of Public Health; Fundación Pública Andaluza Progreso y Salud; EU4Health; National Institutes of Health; Université de Limoges; Uppsala Universitet; Norges Forskningsråd; Ministerie van Volksgezondheid, Welzijn en Sport; World Health Organization; Universiteit Utrecht; European Commission; Københavns Universitet","keywords":"Accountability; Corporate governance; Antimicrobial stewardship; Stewardship (theology); Resistance (ecology); Action (physics); Politics; Global health","score_opus":0.037031642024472004,"score_gpt":0.2873960808497491,"score_spread":0.2503644388252771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106007530","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12575017,0.15693231,0.0031023729,0.62683564,0.0024465993,0.0030118641,0.0004041944,0.00069811865,0.08081876],"genre_scores_gemma":[0.90711313,0.016620902,0.0010110949,0.029196693,0.00020293157,0.000012997575,0.0001955223,0.000050956944,0.045595795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967175,0.0010551825,0.0006814228,0.0005539421,0.000085906155,0.00090604],"domain_scores_gemma":[0.9985795,0.00019430024,0.00043861728,0.000615879,0.0001294243,0.000042269705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011705232,0.00025995277,0.00074483507,0.00008301627,0.00056078006,0.00002450563,0.00071503775,0.00011086807,0.000025101488],"category_scores_gemma":[0.00012799742,0.00019507756,0.000056413133,0.001291202,0.0004315905,0.00006694245,0.00015606939,0.0008748875,0.00011764454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018243778,0.00066056673,0.0025665408,0.0012914329,0.0001730511,0.000016684859,0.0010578228,0.00007674489,0.0024943063,0.2045928,0.78095186,0.00429384],"study_design_scores_gemma":[0.0038078846,0.00014484774,0.09033755,0.002789746,0.000016283377,0.0000377587,0.00012758061,0.000031002688,0.00040631456,0.00024309312,0.90168434,0.0003736131],"about_ca_topic_score_codex":0.0005517993,"about_ca_topic_score_gemma":0.0004972963,"teacher_disagreement_score":0.78136295,"about_ca_system_score_codex":0.00014715057,"about_ca_system_score_gemma":0.00081746775,"threshold_uncertainty_score":0.7955032},"labels":[],"label_agreement":null},{"id":"W7106841375","doi":"10.14288/cjur.v9i2.200066","title":"4th Year PharmD Students’ Perceived Preparedness to Prescribe in British Columbia","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Minor (academic); Preparedness; Feeling; Pharmacy; Documentation; Likert scale; Emergency contraception; Curriculum","score_opus":0.012500676878256607,"score_gpt":0.27998609363231675,"score_spread":0.2674854167540601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106841375","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90034,0.000891459,0.0000681343,0.0001410218,0.002271749,0.0016048828,0.0004991123,0.00014334692,0.094040275],"genre_scores_gemma":[0.44180006,0.00007191233,0.000047238063,0.0000641489,0.000018156863,0.000060395432,0.000016352285,0.000011439149,0.55791026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991057,0.0000909871,0.00017811194,0.00035431265,0.00003634329,0.00023456372],"domain_scores_gemma":[0.9997109,0.000043132655,0.00001466683,0.00016645144,0.000037666738,0.000027140166],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013934702,0.0000688136,0.00017205442,0.00004159379,0.0007717604,0.0014519738,0.00041037682,0.000104764506,0.005183141],"category_scores_gemma":[0.000032908392,0.00009954226,0.000044642667,0.00071075925,0.00004543773,0.00012280005,0.00023535131,0.0001825115,0.0003709912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031384294,0.00023855889,0.0021948665,0.000019550222,0.00012251161,0.000052388532,0.0010381542,0.0000067285882,0.0032762878,0.00000533344,0.99260414,0.00041012283],"study_design_scores_gemma":[0.0015441054,0.00021377846,0.052755546,0.0006905067,0.000073021496,0.00015874261,0.004091157,0.000008869415,0.00033346473,0.00015730863,0.9396175,0.00035598828],"about_ca_topic_score_codex":0.11494653,"about_ca_topic_score_gemma":0.5829866,"teacher_disagreement_score":0.46804005,"about_ca_system_score_codex":0.00011167988,"about_ca_system_score_gemma":0.00017653088,"threshold_uncertainty_score":0.9995846},"labels":[],"label_agreement":null},{"id":"W7111040154","doi":"10.1371/journal.pone.0330128.s001","title":"Scoring Framework and References.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prioritization; Public health; Risk assessment; Sustainability; Weighting; Antimicrobial stewardship; Stewardship (theology); Robustness (evolution); Public health surveillance","score_opus":0.02121664191300323,"score_gpt":0.274651510106214,"score_spread":0.2534348681932108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111040154","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01523337,0.5755363,0.00009499798,0.0022345928,0.0038919884,0.0011185678,0.2547942,0.00027500122,0.14682096],"genre_scores_gemma":[0.9488536,0.001444256,0.00010613666,0.0006764356,0.00009720452,0.000016944987,0.00940485,0.000015839554,0.03938472],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874943,0.00008583109,0.00026611233,0.0004630811,0.000026817796,0.00040869677],"domain_scores_gemma":[0.99909043,0.00035394673,0.00010292464,0.00034669836,0.00007526092,0.000030720432],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000044197306,0.00022962358,0.00031764706,0.00009921301,0.00039224376,0.00006104658,0.00026704604,0.000753857,0.2599031],"category_scores_gemma":[0.0008777462,0.00021060543,0.000070915165,0.00025172613,0.00006750613,0.00007186635,0.00032335822,0.00066662795,0.0035759886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013940338,0.00013501078,0.0024416328,0.0029245894,0.00064378104,0.000044562337,0.0006177219,0.0000010620091,0.0013898303,0.009017047,0.9463128,0.036332585],"study_design_scores_gemma":[0.00063951744,0.00010027574,0.031991303,0.05707239,0.000104792176,0.000015705247,0.00053544116,0.000008625646,0.011084028,0.0022123123,0.89575684,0.00047875164],"about_ca_topic_score_codex":0.0000110141655,"about_ca_topic_score_gemma":0.00001413213,"teacher_disagreement_score":0.9336202,"about_ca_system_score_codex":0.000023417038,"about_ca_system_score_gemma":0.00016799038,"threshold_uncertainty_score":0.99719983},"labels":[],"label_agreement":null},{"id":"W7111324485","doi":"10.1371/journal.pone.0330128.s002","title":"Quality of Evidence Evaluation of Sources.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prioritization; Public health; Sustainability; Risk assessment; Antimicrobial stewardship; Weighting; Comparability; Quality (philosophy); Stewardship (theology)","score_opus":0.29372789269016203,"score_gpt":0.419178119357642,"score_spread":0.12545022666747996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111324485","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22045314,0.48199204,0.000030015897,0.0006278508,0.0011581479,0.0019070538,0.2702887,0.000043223296,0.023499824],"genre_scores_gemma":[0.98963934,0.00022247064,0.0000098565,0.000045907178,0.000015623205,0.000011188136,0.005516653,0.0000056888553,0.0045332843],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99770856,0.0008541248,0.00077447074,0.0003011315,0.00014754606,0.00021418276],"domain_scores_gemma":[0.99687725,0.0008346175,0.00067005306,0.0005084125,0.0010967702,0.000012880758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008628666,0.0001574284,0.0004900336,0.00011007929,0.000090979214,0.000005402419,0.0003673702,0.00042534235,0.27583966],"category_scores_gemma":[0.0069066775,0.00012807568,0.00020141853,0.00033835086,0.00010281437,0.00008393031,0.00017460769,0.00021013479,0.00050865795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012062888,0.0011270269,0.0153861195,0.023479406,0.0022530903,0.000001957035,0.0025176764,0.00018119917,0.2472438,0.0012164108,0.62738,0.078007005],"study_design_scores_gemma":[0.0022322792,0.00020514226,0.31099498,0.07397169,0.0005327316,0.0000017958691,0.0009880499,0.000121115016,0.58010566,0.00040747935,0.030062167,0.00037693116],"about_ca_topic_score_codex":0.000060945516,"about_ca_topic_score_gemma":0.00004148478,"teacher_disagreement_score":0.7691862,"about_ca_system_score_codex":0.000045692374,"about_ca_system_score_gemma":0.0007895722,"threshold_uncertainty_score":0.8268437},"labels":[],"label_agreement":null},{"id":"W7111624559","doi":"","title":"Global experience of antimicrobial stewardship integration in electronic medical records: a scoping review","year":2024,"lang":"en","type":"article","venue":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Inclusion (mineral); Health care; Stewardship (theology); MEDLINE; Best practice; Electronic medical record; Systematic review","score_opus":0.008729191474149018,"score_gpt":0.24516890044050052,"score_spread":0.2364397089663515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111624559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560707,0.021055749,0.004493751,0.0009828128,0.0014094118,0.00065701985,0.000074787014,0.00017934543,0.015076407],"genre_scores_gemma":[0.9928753,0.0052265464,0.0001487547,0.00024684748,0.00008527782,0.0000037259067,0.00015335756,0.000016134167,0.0012440984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974343,0.00027154788,0.0005777795,0.0007813064,0.00028616862,0.0006488567],"domain_scores_gemma":[0.9990558,0.00012662308,0.00019300688,0.00035094898,0.00017174054,0.000101864076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035774917,0.0003627846,0.0005937497,0.0004251798,0.00031135112,0.00004210168,0.00066367345,0.00048180137,0.00067454897],"category_scores_gemma":[0.00005107336,0.00039220936,0.0003284571,0.001210926,0.0009824879,0.00096450205,0.00017471028,0.0006032955,0.000089545116],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028864495,0.002813473,0.011746131,0.025681892,0.0023911488,0.024367979,0.0042871926,0.019685697,0.18458235,0.6854448,0.018161252,0.017951632],"study_design_scores_gemma":[0.018999636,0.0032650987,0.010741848,0.71863174,0.0037152178,0.031380586,0.021059776,0.03173919,0.112370476,0.0015470572,0.03769469,0.00885467],"about_ca_topic_score_codex":0.0003270517,"about_ca_topic_score_gemma":0.00005651801,"teacher_disagreement_score":0.6929499,"about_ca_system_score_codex":0.0011277519,"about_ca_system_score_gemma":0.0028241966,"threshold_uncertainty_score":0.99985296},"labels":[],"label_agreement":null},{"id":"W7115018553","doi":"10.1093/pch/pxaf116.037","title":"37 Reducing the inappropriate use of ceftriaxone in the ambulatory paediatric setting: A quality-improvement initiative","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Ceftriaxone; Ambulatory; Referral; Psychological intervention; Emergency department; Ambulatory care","score_opus":0.025078622661553182,"score_gpt":0.28803822496288817,"score_spread":0.26295960230133497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115018553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9075005,0.05604033,0.00069039257,0.02984201,0.001748141,0.0024124172,0.00014589095,0.00007237865,0.0015479401],"genre_scores_gemma":[0.9878328,0.0056723454,0.00014612993,0.005954044,0.00013433406,0.000021035043,0.00004518514,0.000013439393,0.0001807262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964939,0.0013958741,0.0010281004,0.00039110068,0.0001269673,0.0005640755],"domain_scores_gemma":[0.99705803,0.0015478849,0.0006778126,0.0005922829,0.00009905839,0.000024927056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003310075,0.00022318908,0.00047073537,0.0002529915,0.0005404485,0.000024482413,0.00045451045,0.00021750315,0.000012046781],"category_scores_gemma":[0.0006531863,0.00013306574,0.00014756848,0.0012334597,0.00020833846,0.00008456255,0.0001623646,0.00094660145,0.000017500677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020757779,0.007158768,0.4455392,0.005986884,0.0017494928,0.000032955795,0.10946633,0.0005811705,0.0046658167,0.12871635,0.13848655,0.15554072],"study_design_scores_gemma":[0.0077898907,0.00089994085,0.9016927,0.00065871363,0.00032357775,0.000015478672,0.017161895,0.000043315456,0.0025101074,0.0026067428,0.06550162,0.00079600886],"about_ca_topic_score_codex":0.0009919493,"about_ca_topic_score_gemma":0.00018043944,"teacher_disagreement_score":0.4561535,"about_ca_system_score_codex":0.0001263785,"about_ca_system_score_gemma":0.0006010335,"threshold_uncertainty_score":0.5426263},"labels":[],"label_agreement":null},{"id":"W7115035104","doi":"","title":"Patterns of acute care visits for lower respiratory tract infections in children across Canada","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respiratory tract infections; Acute care; MEDLINE; Pandemic; Incidence (geometry)","score_opus":0.0068100569288284465,"score_gpt":0.24767863556022843,"score_spread":0.2408685786314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115035104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729567,0.0018512907,2.410707e-7,0.0000048446336,0.0021801093,0.00093185576,0.019598791,0.00005050127,0.0024256436],"genre_scores_gemma":[0.9889961,0.0002224552,0.000010902884,0.00015599992,0.00001836127,0.000068166846,0.0041940724,0.00007074362,0.0062632253],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.997405,0.00020369116,0.00083259365,0.00076998846,0.00011455187,0.00067421066],"domain_scores_gemma":[0.9983358,0.00019817153,0.0004850427,0.0005536892,0.00037509255,0.000052205003],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002358642,0.0005299136,0.0008230589,0.00019054467,0.0007380196,0.000015693198,0.00049066136,0.0011871986,0.00009521275],"category_scores_gemma":[0.00016706262,0.0005440804,0.00033574324,0.00031396848,0.00003349176,0.00016630033,0.00007371832,0.0011957244,0.000016048478],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051662694,0.0056872545,0.21664242,0.007719273,0.015252857,0.00028919848,0.0004290013,0.00013560621,0.46795395,0.024895454,0.00039480944,0.2554339],"study_design_scores_gemma":[0.0067227925,0.00093199,0.4455455,0.0033141854,0.0012479896,0.00004158901,0.002264863,2.8030004e-7,0.44325778,0.0002653209,0.09436538,0.0020423282],"about_ca_topic_score_codex":0.09075984,"about_ca_topic_score_gemma":0.78108025,"teacher_disagreement_score":0.6903204,"about_ca_system_score_codex":0.00045050913,"about_ca_system_score_gemma":0.0003831599,"threshold_uncertainty_score":0.9997011},"labels":[],"label_agreement":null},{"id":"W7115811847","doi":"","title":"Resources and barriers of antimicrobial stewardship interventions in sub-Saharan Africa: a mixed methods research protocol","year":2025,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University; Eli Lilly and Company","keywords":"Antimicrobial stewardship; Protocol (science); Psychological intervention; Stewardship (theology); Antimicrobial; Intervention (counseling); Defined daily dose","score_opus":0.039986843162141336,"score_gpt":0.3263090277475714,"score_spread":0.2863221845854301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811847","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28316012,0.015681798,0.0028284225,0.00049359456,0.0029901403,0.13628681,0.0011057198,0.00017327025,0.5572801],"genre_scores_gemma":[0.05997097,0.0010601331,0.002035792,0.000016658736,0.000040280214,0.00048215163,0.00018681625,0.000072633986,0.9361346],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99165475,0.005103525,0.0010123698,0.0011530904,0.00015115856,0.0009251305],"domain_scores_gemma":[0.99761593,0.0006793226,0.00059908023,0.0005325224,0.000449776,0.00012337824],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017584504,0.00058647216,0.0012439274,0.0017480326,0.0006572081,0.00006577087,0.00095423235,0.0015121103,0.015263572],"category_scores_gemma":[0.00029258983,0.00063699763,0.00050817087,0.0022064412,0.0011988019,0.00021098577,0.00059701235,0.0018147487,0.000027446224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02740183,0.002242666,0.0053910804,0.03677657,0.0039331485,0.00046077606,0.023891775,0.000031867625,0.39895377,0.0034818961,0.014070249,0.48336437],"study_design_scores_gemma":[0.009197914,0.0009874689,0.0057432423,0.020483436,0.0007292795,0.000013158535,0.04747676,0.000019333671,0.11752894,0.00018761163,0.7965611,0.001071736],"about_ca_topic_score_codex":0.0005691207,"about_ca_topic_score_gemma":0.004706596,"teacher_disagreement_score":0.78249085,"about_ca_system_score_codex":0.00021655756,"about_ca_system_score_gemma":0.00063211925,"threshold_uncertainty_score":0.9997841},"labels":[],"label_agreement":null},{"id":"W7115963291","doi":"10.64057/001c.142421","title":"Geographic Variability in Antibiotic Prescribing Rates in Medicaid","year":2021,"lang":"en","type":"article","venue":"Scholarly Research In Progress","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Geisinger Commonwealth School of Medicine","keywords":"Medicaid; Medical prescription; Census; Antibiotics; Quarter (Canadian coin); Amoxicillin; Geographic variation; Distribution (mathematics)","score_opus":0.05630102688384774,"score_gpt":0.3619223328237456,"score_spread":0.30562130593989784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115963291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97138894,0.023922108,0.0000068876834,0.0018281342,0.00032181235,0.0005174451,0.000008871583,0.000031194697,0.0019745934],"genre_scores_gemma":[0.9982843,0.000865589,0.00019420499,0.000039197064,0.000023088876,0.000023453966,0.00003777833,0.00001839104,0.00051402726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930795,0.004136122,0.0005790035,0.00079269585,0.00023642181,0.0011762946],"domain_scores_gemma":[0.9982202,0.0007588003,0.000055053904,0.0006089288,0.00029739868,0.000059598384],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010555838,0.00018001728,0.00040786338,0.0007889886,0.00016643699,0.00019129248,0.0005719601,0.00050883164,0.00018306827],"category_scores_gemma":[0.0021475246,0.00016296764,0.000064005806,0.0023847139,0.0010220606,0.0006545021,0.0004095453,0.0029962738,0.000117886215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015377968,0.0008384408,0.9669802,0.00020293692,0.000032034754,0.00076626026,0.00037346812,0.0000010718588,0.01879037,0.0013436266,0.00010521796,0.010412572],"study_design_scores_gemma":[0.002842623,0.00013938677,0.9490666,0.0017623994,0.000005741651,0.000045252906,0.0011936995,0.000022635055,0.03740314,0.004199507,0.0030236817,0.00029536893],"about_ca_topic_score_codex":0.0005435635,"about_ca_topic_score_gemma":0.0015992573,"teacher_disagreement_score":0.026895316,"about_ca_system_score_codex":0.00013638727,"about_ca_system_score_gemma":0.0005837121,"threshold_uncertainty_score":0.9993039},"labels":[],"label_agreement":null},{"id":"W7116685507","doi":"10.3138/jammi-2024-0036","title":"Off-label use of dalbavancin to improve treatment outcomes and reduce health care costs in people who use drugs: A Canadian single-centre quality improvement initiative","year":2025,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Dalbavancin; Health care; Pharmacy; Quality management; Medical prescription; Adverse effect; MEDLINE","score_opus":0.008745581460777994,"score_gpt":0.259081834131541,"score_spread":0.25033625267076304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116685507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835852,0.0018998815,0.000003219733,0.013007537,0.00064958935,0.00030383628,0.00053213397,0.0000017779851,0.000016840711],"genre_scores_gemma":[0.9955819,0.00039816162,0.0000058445607,0.0036373853,0.000009223959,0.0000017367247,0.000018264924,0.000004046665,0.00034343946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984019,0.00050342403,0.00063205464,0.00014801724,0.000070310605,0.00024434112],"domain_scores_gemma":[0.99821097,0.0005998222,0.00067456445,0.00011855893,0.00025017143,0.00014591143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039571794,0.00012930775,0.0005529434,0.00012636746,0.000119170225,0.000008273176,0.00010810348,0.00018199046,0.000010401326],"category_scores_gemma":[0.0016120303,0.00008878522,0.000066889435,0.00014615114,0.00009889259,0.000055749926,0.00005519864,0.00021979897,1.2883882e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003174652,0.0004529279,0.96675587,0.00015433952,0.0008390214,0.0000056503336,0.0024693287,0.000004420778,0.008214814,0.00025122508,0.0113712195,0.00916371],"study_design_scores_gemma":[0.006097835,0.0005727699,0.9710321,0.0006978682,0.00017841425,0.0000053136273,0.0028546161,0.0000019029935,0.0041211615,0.000020001955,0.014251397,0.00016661194],"about_ca_topic_score_codex":0.6207035,"about_ca_topic_score_gemma":0.9688004,"teacher_disagreement_score":0.3480969,"about_ca_system_score_codex":0.002260118,"about_ca_system_score_gemma":0.0044508656,"threshold_uncertainty_score":0.78956443},"labels":[],"label_agreement":null},{"id":"W7116794678","doi":"10.12688/wellcomeopenres.24803.1","title":"Understanding what citizens think about Antimicrobial Resistance: Deliberative Polling® in six middle-income countries","year":2025,"lang":"en","type":"article","venue":"Wellcome Open Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Novo Nordisk Fonden; Wellcome Trust","keywords":"Polling; Scale (ratio); Deliberation; Government (linguistics); Deliberative democracy; Public engagement; Public policy","score_opus":0.12095468156949857,"score_gpt":0.36023920795239545,"score_spread":0.23928452638289688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116794678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6405203,0.05781609,0.001321998,0.029337363,0.0043267612,0.0053834803,0.00022290047,0.00021685293,0.2608543],"genre_scores_gemma":[0.8985807,0.0076054796,0.00017243023,0.00053002674,0.000036375626,0.00001966237,0.000049135655,0.000030226944,0.092976004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963161,0.00087731495,0.0006402849,0.00080458866,0.00018368811,0.0011780419],"domain_scores_gemma":[0.9979031,0.0010171416,0.000108818036,0.0006541577,0.0002669313,0.0000498257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026687714,0.00029370625,0.00062861026,0.0006844874,0.0012516625,0.0009092644,0.0015536915,0.0004836738,0.000710836],"category_scores_gemma":[0.00018409503,0.0002607181,0.00009795597,0.0012291807,0.0012307352,0.0006462374,0.0008928109,0.0013242434,0.00064930064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074083796,0.00072252937,0.018970348,0.0021471828,0.0011384814,0.00054125115,0.010148785,0.000043773387,0.06446626,0.7520745,0.14193486,0.0004036721],"study_design_scores_gemma":[0.028756924,0.0009047828,0.027401796,0.06506719,0.00018059573,0.00006749591,0.07639376,0.000055957953,0.37751585,0.075151004,0.34510443,0.003400233],"about_ca_topic_score_codex":0.0005384859,"about_ca_topic_score_gemma":0.0034853383,"teacher_disagreement_score":0.67692345,"about_ca_system_score_codex":0.0006049179,"about_ca_system_score_gemma":0.0006130699,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W7117310585","doi":"10.1111/jgs.70270","title":"Language Preference and Antibiotic Use Among Hospitalized Older Adults With Dementia","year":2025,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto East General Hospital; Sinai Health System; University of Ottawa","funders":"","keywords":"Dementia; Guideline; Psychological intervention; Cohort; Medical record; Cohort study; Medical prescription; Retrospective cohort study","score_opus":0.004083714406956951,"score_gpt":0.20890581427292773,"score_spread":0.20482209986597077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117310585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99439573,0.004162681,0.00064460497,0.00032222876,0.0002758702,0.00012712956,0.000006443934,0.000010135536,0.000055195884],"genre_scores_gemma":[0.9961039,0.001719184,0.00095379836,0.0003725845,0.000020399688,2.7856004e-7,0.000001100783,0.000008242026,0.00082055037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992566,0.00010074892,0.0002511541,0.00014045155,0.000057388188,0.00019364315],"domain_scores_gemma":[0.9989367,0.00010671424,0.00062051334,0.00020471543,0.000111721085,0.00001961723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016979656,0.00012512437,0.0003028293,0.000037353704,0.00016424313,0.000033395183,0.00025184272,0.000066924425,0.00001025095],"category_scores_gemma":[0.000053956464,0.00006957703,0.00017046208,0.000378374,0.00057135714,0.00010421821,0.00009882493,0.00029141182,0.000001410841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040569826,0.00018548834,0.9654747,0.00014215002,0.0015451855,0.00000890471,0.003341423,0.000008622788,0.014066347,0.00007583701,0.012408154,0.0023374422],"study_design_scores_gemma":[0.0014369243,0.00015510374,0.99105364,0.00030973792,0.00038738333,0.000021993234,0.0022859324,0.0000059252015,0.0037218165,0.000009015162,0.0004979603,0.000114581155],"about_ca_topic_score_codex":0.00017539886,"about_ca_topic_score_gemma":0.000010472407,"teacher_disagreement_score":0.02557888,"about_ca_system_score_codex":0.00002930903,"about_ca_system_score_gemma":0.00009851034,"threshold_uncertainty_score":0.28372687},"labels":[],"label_agreement":null},{"id":"W7117457013","doi":"10.2196/82727","title":"Digital Infrastructure for Antimicrobial Susceptibility Testing and Surveillance: A CLSI and EUCAST-Based Model for Resource-Limited Settings","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer","keywords":"Workflow; Metadata; Scalability; eHealth; Informatics; Data curation; Consistency (knowledge bases); Interoperability; Relevance (law)","score_opus":0.024921959674748424,"score_gpt":0.329380146075954,"score_spread":0.3044581864012056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117457013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98237604,0.00036554292,0.0125533575,0.0010618279,0.00006660849,0.0017138533,0.0009447672,0.00006299002,0.0008550302],"genre_scores_gemma":[0.9970469,0.000009752139,0.0010458912,0.00015190057,0.000018285933,0.00005981838,0.00018350367,0.000015026115,0.0014689524],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985011,0.00013489061,0.00030784612,0.00040169104,0.000057864494,0.00059658097],"domain_scores_gemma":[0.9972309,0.0019738947,0.00008822667,0.00020914026,0.0004621006,0.00003574057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009320185,0.00018183791,0.00031283725,0.00021946355,0.0007452653,0.000113344424,0.00016744442,0.00027109197,0.0000041188914],"category_scores_gemma":[0.0009025688,0.00014736108,0.00006329272,0.0003133657,0.0007910479,0.00017059137,0.00017983714,0.00042003277,0.0000024405367],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011544271,0.000917737,0.158972,0.011443845,0.000816936,0.0000047271046,0.012475763,0.00052517204,0.3405397,0.0030628978,0.3199886,0.13970836],"study_design_scores_gemma":[0.04684488,0.0056216037,0.32372943,0.0037693654,0.00013415384,0.00010471439,0.015236953,0.36583093,0.08468182,0.017376663,0.13356389,0.0031056246],"about_ca_topic_score_codex":0.0000056135095,"about_ca_topic_score_gemma":0.000023828612,"teacher_disagreement_score":0.36530575,"about_ca_system_score_codex":0.00005782554,"about_ca_system_score_gemma":0.00020032159,"threshold_uncertainty_score":0.60092103},"labels":[],"label_agreement":null},{"id":"W7117554700","doi":"10.1186/s12879-025-12320-4","title":"The impact of artificial intelligence on the prescribing, selection, resistance, and stewardship of antimicrobials: a scoping review","year":2025,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Antimicrobial stewardship; Health care; Quality (philosophy); MEDLINE; Medical prescription; Systematic review","score_opus":0.02129373627094074,"score_gpt":0.3099990700820505,"score_spread":0.2887053338111098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117554700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7693831,0.22352688,0.001815564,0.00025771288,0.000423681,0.0017436804,0.00008213291,0.00007597359,0.0026913285],"genre_scores_gemma":[0.98859394,0.0109177735,0.0000055686096,0.00007229653,0.000012796185,0.000012160643,0.0000036418958,0.0000059955732,0.0003758519],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989001,0.00033595218,0.000382142,0.0001765008,0.000031988395,0.00017329078],"domain_scores_gemma":[0.9985149,0.0008708243,0.0002256776,0.00025079967,0.00012671687,0.000011063283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030277405,0.00012519718,0.00027555003,0.000056176363,0.00036647863,0.000016762384,0.00014258486,0.00006315482,0.000052080235],"category_scores_gemma":[0.0008260627,0.00006640529,0.00015705559,0.00030280743,0.00046258292,0.000030260362,0.000044458902,0.00011114961,0.0000061495557],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051814737,0.0034238382,0.5032056,0.044701204,0.004152254,0.000004235871,0.0008949454,0.00058439374,0.11074939,0.21135177,0.094415836,0.021335075],"study_design_scores_gemma":[0.0017652499,0.0020882809,0.24827774,0.2980952,0.0024318164,0.000047239715,0.0011057269,0.000070303526,0.41848364,0.024575913,0.001657211,0.0014016873],"about_ca_topic_score_codex":0.00008565242,"about_ca_topic_score_gemma":0.0004595543,"teacher_disagreement_score":0.30773425,"about_ca_system_score_codex":0.000023973123,"about_ca_system_score_gemma":0.00029375133,"threshold_uncertainty_score":0.28186944},"labels":[],"label_agreement":null},{"id":"W7117561351","doi":"10.35516/jmj.v59i5.4133","title":"The Global Governance of Antibiotic Stewardship: A One Health Scoping Review and the Integrated Polycentric Glocal Governance Framework (IPGF)","year":2025,"lang":"","type":"article","venue":"Jordan Medical Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stewardship (theology); Corporate governance; Glocalization; Antimicrobial stewardship; Stakeholder; Globalization; Global governance","score_opus":0.0074497520532100705,"score_gpt":0.2926145953767801,"score_spread":0.28516484332357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117561351","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042858203,0.8403118,0.0045279698,0.14635822,0.002994917,0.0009912743,0.00006312212,0.0000144303995,0.00045241867],"genre_scores_gemma":[0.33392224,0.65650886,0.00016750993,0.008541491,0.00017095174,0.0000016977002,0.000001994188,0.000013028767,0.0006722318],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.9923747,0.0027428253,0.0024690195,0.0005510817,0.0006609793,0.0012013996],"domain_scores_gemma":[0.99435896,0.0020916148,0.0022570011,0.0006891729,0.00029945743,0.00030379414],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.005244798,0.0005072595,0.0019484469,0.000032493517,0.0017084942,0.00012300341,0.0015520547,0.0007093465,0.00049990666],"category_scores_gemma":[0.007531318,0.0002676343,0.0004499103,0.0013074806,0.005144135,0.00010951189,0.00047989123,0.0037592945,0.000025617823],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065269307,0.0016304115,0.008556377,0.029422801,0.0056150486,0.00024163416,0.00059208274,0.0000024009007,0.000047113634,0.53196627,0.047344748,0.36805418],"study_design_scores_gemma":[0.012258415,0.000992712,0.04877212,0.9037997,0.0020349391,0.0024844494,0.0010741528,0.00010012364,0.00023636008,0.007591922,0.019868061,0.0007870351],"about_ca_topic_score_codex":0.00032123952,"about_ca_topic_score_gemma":0.0003883567,"teacher_disagreement_score":0.8743769,"about_ca_system_score_codex":0.00044918983,"about_ca_system_score_gemma":0.005592146,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W7117972444","doi":"10.1007/978-3-032-10050-4_27","title":"Infectious Disease Assessment","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Infectious disease (medical specialty); Antimicrobial; Antimicrobial stewardship; Antibiotic resistance; Pharmacist; Adverse effect; Disease; Broad spectrum","score_opus":0.006309441367888248,"score_gpt":0.2378141604666622,"score_spread":0.23150471909877396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117972444","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016959197,0.004832291,0.0005791712,0.00023464685,0.0010932463,0.00017504646,0.00005345153,0.0001261659,0.99288905],"genre_scores_gemma":[0.01209076,0.0008602894,0.000029049432,0.00047426953,0.000035657933,0.0000019781364,0.00019178158,0.000015728614,0.98630047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993325,0.000014169277,0.00018454302,0.0002860293,0.000021971586,0.0001608275],"domain_scores_gemma":[0.99948585,0.000051648058,0.000075261865,0.00032441472,0.0000419357,0.000020885316],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000039689967,0.00021519471,0.00027186587,0.00008998823,0.00011094731,0.000009017985,0.00012392522,0.0003890894,0.00753041],"category_scores_gemma":[0.000007075755,0.00016971577,0.0001572925,0.000010696468,0.00013121188,0.000015432373,0.0000876003,0.0003637382,0.0015590657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022889102,0.000034007495,0.00018473713,0.000099047196,0.0004008342,0.000028363458,0.0000039881734,2.5691926e-7,0.00018270589,0.832601,0.16275772,0.0036844136],"study_design_scores_gemma":[0.00029969998,0.000030822954,0.0005288447,0.00025819565,0.00018578749,0.0000035013263,0.0000028185973,3.5112953e-7,0.00007564224,0.009181654,0.9892048,0.00022783561],"about_ca_topic_score_codex":0.000013266922,"about_ca_topic_score_gemma":0.00002746857,"teacher_disagreement_score":0.8264471,"about_ca_system_score_codex":0.000047716727,"about_ca_system_score_gemma":0.00023925606,"threshold_uncertainty_score":0.99921834},"labels":[],"label_agreement":null},{"id":"W7119325214","doi":"","title":"Standard of dental prescriptions for antibiotics dispensed in the systempublic oral health services in the state of Minas Gerais","year":2021,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Antibiotics; Population; Public health; Toothache; Adverse effect; Self-medication; Consumption (sociology)","score_opus":0.0201207253457596,"score_gpt":0.274576050490394,"score_spread":0.2544553251446344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119325214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729256,0.012348774,0.00080596196,0.00524455,0.0019618825,0.0031310315,0.0016166017,0.000037731064,0.0019278729],"genre_scores_gemma":[0.9945524,0.0011788789,0.00030849606,0.00016607658,0.000072838804,0.000050153394,0.003156542,0.000043455748,0.00047117218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99408436,0.0020611521,0.0018343999,0.00073683186,0.00048660507,0.00079663884],"domain_scores_gemma":[0.9962034,0.0007659138,0.0015063762,0.0007803731,0.0006664432,0.00007745722],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019867995,0.00055951125,0.0012835063,0.00058234704,0.0005755772,0.00013758364,0.0012177911,0.000751389,0.00001572608],"category_scores_gemma":[0.00024085614,0.00040041737,0.0004255358,0.0010815716,0.00008268163,0.00022797934,0.00010708719,0.00091298466,0.0000019638658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068773036,0.0069827614,0.008777677,0.020836648,0.0018269236,0.00028403322,0.15349929,0.00024190583,0.0437068,0.75270337,0.0014339002,0.0028293845],"study_design_scores_gemma":[0.013391168,0.002505292,0.20758152,0.017791616,0.0010292016,0.0019361794,0.23673494,0.0005808326,0.018971123,0.0005949596,0.49673352,0.0021496625],"about_ca_topic_score_codex":0.000050368195,"about_ca_topic_score_gemma":0.024115285,"teacher_disagreement_score":0.7521084,"about_ca_system_score_codex":0.00032743145,"about_ca_system_score_gemma":0.0014787653,"threshold_uncertainty_score":0.9998448},"labels":[],"label_agreement":null},{"id":"W7120665295","doi":"","title":"Global burden of bacterial antimicrobial resistance 1990–2021: a systematic analysis with forecasts to 2050","year":2024,"lang":"","type":"article","venue":"ResearchOnline - JCU (James Cook University)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Sanofi Pasteur; Horizon 2020 Framework Programme; Defense Threat Reduction Agency; National Institutes of Health; Shionogi; Taipei Medical University; Ministero della Salute; Fondazione Cariplo; Ministry of Education; European and Developing Countries Clinical Trials Partnership; Ministry of Education, Culture, Sports, Science and Technology; Australian Academy of Science; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Cardiff University; University of Oxford; Medical Research Council; Department of Health and Social Care; National Institute for Health and Care Research; Pfizer; Moderna; National Health and Medical Research Council; AstraZeneca; Cidara Therapeutics; University of Sydney; World Health Organization; Wellcome Trust; UK Research and Innovation; University of Bolton; Gilead Sciences; National Cerebral and Cardiovascular Center; Sanofi; Government of Canada; Japan Society for the Promotion of Science; GlaxoSmithKline; Bill and Melinda Gates Foundation","keywords":"Antibiotic resistance; Infectious disease (medical specialty); Disease burden; Global health; Estimation; Drug resistance; Burden of disease; Attributable risk; Antimicrobial drug","score_opus":0.009705499270502288,"score_gpt":0.24396316163199666,"score_spread":0.23425766236149437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120665295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9061088,0.030923827,0.01954102,0.0054179067,0.0029764567,0.005971482,0.012736693,0.0003410248,0.015982794],"genre_scores_gemma":[0.8696825,0.0028250492,0.0016822679,0.000026525759,0.0003054024,0.0000018411473,0.0004955368,0.000055402263,0.12492546],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949394,0.0011584467,0.00086101884,0.0013585724,0.00039192743,0.0012906259],"domain_scores_gemma":[0.9969712,0.0006791955,0.00032062604,0.0011421632,0.00059650966,0.00029032983],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006436483,0.00064160523,0.0018504106,0.002036019,0.00052302994,0.00021763722,0.0013006167,0.0006290497,0.0019829806],"category_scores_gemma":[0.00025805528,0.00056601636,0.0007331594,0.007930926,0.0015070697,0.00031748696,0.00065726496,0.000665639,0.00032806958],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12031339,0.004605346,0.0034796905,0.28253433,0.16808137,0.024094248,0.02258294,0.004172587,0.19966069,0.06956196,0.09588978,0.005023658],"study_design_scores_gemma":[0.010286812,0.0061958884,0.0011662444,0.1551075,0.029793309,0.00032591276,0.018201321,0.0022866593,0.008513066,0.00014959507,0.7635928,0.0043809465],"about_ca_topic_score_codex":0.0010450555,"about_ca_topic_score_gemma":0.0045822137,"teacher_disagreement_score":0.667703,"about_ca_system_score_codex":0.0006195914,"about_ca_system_score_gemma":0.0013260664,"threshold_uncertainty_score":0.99967915},"labels":[],"label_agreement":null},{"id":"W7124859000","doi":"10.70082/c84q3h57","title":"The Contribution Of Pharmacists To Antibiotic Stewardship In Dental Practice: A Systematic Review","year":2024,"lang":"","type":"article","venue":"The Review of Diabetic Studies","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Observational study; Psychological intervention; Systematic review; Guideline; Medical prescription; Randomized controlled trial; Antibiotic Stewardship; Audit; MEDLINE","score_opus":0.01662358728328535,"score_gpt":0.364808834788398,"score_spread":0.34818524750511265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124859000","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003724339,0.97860825,0.000008529421,0.010612771,0.001398954,0.005357647,0.00004051803,0.000014677294,0.00023431741],"genre_scores_gemma":[0.39973506,0.5990557,0.000004461952,0.00081691274,0.000020294596,0.00003829251,0.0000030353256,0.000012583904,0.00031365152],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99310046,0.0033128357,0.0024074106,0.00040049784,0.00023500963,0.0005437948],"domain_scores_gemma":[0.9915606,0.0061093504,0.0009581407,0.00078488654,0.000555598,0.000031434876],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007908197,0.00040737013,0.002783031,0.000083284736,0.00026095696,0.000019334386,0.0006884846,0.0001070328,0.000043248776],"category_scores_gemma":[0.010476395,0.00019242868,0.0004941769,0.0010646611,0.0010520696,0.00008301205,0.00034064872,0.00045403247,0.00027770278],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049724047,0.00016602407,0.00005342678,0.98509026,0.0035955268,0.000018997656,0.00082648016,1.5911763e-7,0.00085769035,0.00296774,0.005076905,0.001297066],"study_design_scores_gemma":[0.00031254115,0.00025323514,0.00009126624,0.9821699,0.008665579,0.00009447226,0.0016877967,0.0000017991375,0.003140102,0.00006128226,0.0033147165,0.00020730539],"about_ca_topic_score_codex":0.000007640368,"about_ca_topic_score_gemma":0.000008607639,"teacher_disagreement_score":0.39601073,"about_ca_system_score_codex":0.00013334074,"about_ca_system_score_gemma":0.00018765454,"threshold_uncertainty_score":0.99785876},"labels":[],"label_agreement":null},{"id":"W7128056549","doi":"10.36584/cjic.2025.002.01.71.79","title":"Development of antimicrobial stewardship competencies: A pan-Canadian framework for nurses","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Focus group; Delphi method; Psychological intervention; Competence (human resources); Delphi; Stewardship (theology); MEDLINE","score_opus":0.010803426849144895,"score_gpt":0.24783129226704592,"score_spread":0.23702786541790102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128056549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7823046,0.01742213,0.14985804,0.00409128,0.041376956,0.0019705412,0.00077061984,0.000015745709,0.0021900793],"genre_scores_gemma":[0.99519557,0.00017207024,0.0020463602,0.00091187994,0.00020325412,0.0000044447024,0.000009293256,0.000021376398,0.0014357532],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720037,0.00022036498,0.001427634,0.00026070967,0.000054779222,0.0008361659],"domain_scores_gemma":[0.9969023,0.00045658852,0.00090146513,0.0002519831,0.0011098235,0.00037786955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00076041784,0.00032812933,0.0009450871,0.0013493432,0.0009099804,0.00006622514,0.00032899695,0.00081766816,0.0004841296],"category_scores_gemma":[0.0008858667,0.00031965986,0.00047375125,0.00043595003,0.0005502634,0.00012657495,0.000008405254,0.0007101433,0.000026802914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005592942,0.0012311956,0.37013468,0.004978891,0.030688373,0.00030161903,0.022564078,0.0006078733,0.13679971,0.13531108,0.124180175,0.16760936],"study_design_scores_gemma":[0.0077165393,0.0006773054,0.071665436,0.005778692,0.001167264,0.00019908384,0.0015786983,0.000019048312,0.030942693,0.0009921638,0.87858164,0.00068142504],"about_ca_topic_score_codex":0.058543157,"about_ca_topic_score_gemma":0.7391437,"teacher_disagreement_score":0.7544015,"about_ca_system_score_codex":0.0007150584,"about_ca_system_score_gemma":0.023869071,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W7131665140","doi":"10.70082/s2kzqb86","title":"Effective Multidisciplinary Antibiotic Stewardship: Integrating Laboratory Antimicrobial Resistance Analysis, Nursing Management Protocols, and Administrative Governance to Reduce Hospital-Acquired Infections","year":2024,"lang":"","type":"article","venue":"The Review of Diabetic Studies","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Antibiotic resistance; Antimicrobial stewardship; Pharmacy; Infection control; Systematic review; MEDLINE; Clinical governance; Stewardship (theology)","score_opus":0.01659128404835639,"score_gpt":0.349973748286987,"score_spread":0.3333824642386306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131665140","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07679751,0.8954126,0.00017003433,0.0055100406,0.0011255549,0.019530347,0.00037005014,0.0000711577,0.00101268],"genre_scores_gemma":[0.71283245,0.2845704,0.00040508524,0.00010863571,0.00008131192,0.0008487865,0.000010899667,0.0000375931,0.0011048669],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99562216,0.0012467387,0.0012283074,0.0010740092,0.00017965389,0.00064911746],"domain_scores_gemma":[0.9970753,0.0010059571,0.0006462126,0.00079127325,0.000415056,0.00006616832],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014297207,0.0006927137,0.0019781461,0.00019483421,0.00089003856,0.0000746728,0.00043712588,0.00018193186,0.000031208492],"category_scores_gemma":[0.0005378225,0.00046960506,0.00046153905,0.0024752317,0.0022643604,0.00015668475,0.00042906447,0.00044058886,0.00004300087],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011690691,0.005481715,0.007367034,0.60639876,0.11133393,0.00030429245,0.061659724,0.000025234569,0.03930601,0.036367305,0.04556057,0.08502636],"study_design_scores_gemma":[0.0012131424,0.0023780975,0.069962054,0.83893156,0.021321299,0.00001540603,0.013330864,0.000015122077,0.042042546,0.00026847734,0.0090156915,0.001505741],"about_ca_topic_score_codex":0.000010058559,"about_ca_topic_score_gemma":0.000048431342,"teacher_disagreement_score":0.6360349,"about_ca_system_score_codex":0.00028483773,"about_ca_system_score_gemma":0.00019113992,"threshold_uncertainty_score":0.9997756},"labels":[],"label_agreement":null},{"id":"W7131875792","doi":"10.5376/jvr.2024.14.0007","title":"Vaccination Strategies to Mitigate Antimicrobial Resistance: Global Perspectives","year":2024,"lang":"","type":"article","venue":"Journal of Vaccine Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vaccination; Antimicrobial; Antimicrobial stewardship; Antibiotic resistance; Public health; Anti-Infective Agents","score_opus":0.02720968940955593,"score_gpt":0.3886859205838673,"score_spread":0.3614762311743114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131875792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6005962,0.3364292,0.0025396394,0.040708847,0.0065082517,0.00084872916,0.0001861622,0.00005766771,0.012125318],"genre_scores_gemma":[0.9628344,0.016910696,0.00029762872,0.00004249363,0.0012545888,0.0000018507944,0.0000049077676,0.000043151733,0.018610254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949898,0.0012866142,0.0013112143,0.0006777033,0.00050077564,0.0012338755],"domain_scores_gemma":[0.9958547,0.0005404644,0.00028506052,0.00043125928,0.0026666992,0.00022182275],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003937518,0.00041027987,0.000837838,0.001099687,0.00062523945,0.0007071427,0.00097021426,0.00057750696,0.0020120204],"category_scores_gemma":[0.0005396072,0.00032995816,0.00047350145,0.002368861,0.00019308247,0.00080209743,0.00029515233,0.002382024,0.00077557156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006733299,0.0010149681,0.00078368385,0.0025337902,0.0028923084,0.0020726984,0.009399706,0.00009807673,0.21903439,0.04487227,0.70211715,0.008447641],"study_design_scores_gemma":[0.010244165,0.009661836,0.08373554,0.024406452,0.0011914655,0.0046543446,0.12536754,0.00008263305,0.09990358,0.016691666,0.62173307,0.0023277358],"about_ca_topic_score_codex":0.000055842153,"about_ca_topic_score_gemma":0.00035986863,"teacher_disagreement_score":0.36223823,"about_ca_system_score_codex":0.00093229284,"about_ca_system_score_gemma":0.0027078507,"threshold_uncertainty_score":0.99991953},"labels":[],"label_agreement":null},{"id":"W7132907396","doi":"","title":"Evaluation of the Prescription Patterns of Antibiotics among Oral and Maxillofacial Surgeons in Canada","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Logistic regression; Scope (computer science); Antibiotics; MEDLINE; Clinical Practice; Sample (material)","score_opus":0.01704157296188463,"score_gpt":0.2819271433534178,"score_spread":0.26488557039153315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132907396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99391234,0.0026346184,0.000005634394,0.00005723832,0.0021139423,0.0007297952,0.0001790957,0.000002595551,0.00036475278],"genre_scores_gemma":[0.9958568,0.001028342,0.0000030381286,0.000010204512,0.0000027808683,0.0000012230873,0.00029809843,0.000019034349,0.0027804729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997487,0.00088106754,0.00063328125,0.0003494844,0.0003557431,0.00029344135],"domain_scores_gemma":[0.9984174,0.00005175977,0.0008497716,0.00035176284,0.0003101721,0.00001913525],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009923449,0.00025878398,0.00055305084,0.00012477693,0.0001793529,0.0000052795995,0.00025164083,0.00032821958,0.0012766992],"category_scores_gemma":[0.00017885689,0.00022074881,0.00010165606,0.00024969297,0.00018512495,0.000046043155,0.000102151964,0.00052207906,6.0135415e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027977294,0.00013607682,0.94365746,0.00058990787,0.00035149645,0.0000036389881,0.008617151,0.0003366236,0.040347956,0.00013224575,0.00008014881,0.005467524],"study_design_scores_gemma":[0.0009351742,0.00006504343,0.92354345,0.000413764,0.0006113659,0.0000034132274,0.033136073,0.00018763685,0.040592052,0.000020534522,0.00029085827,0.00020063718],"about_ca_topic_score_codex":0.96537644,"about_ca_topic_score_gemma":0.9902477,"teacher_disagreement_score":0.02487128,"about_ca_system_score_codex":0.00036224342,"about_ca_system_score_gemma":0.0027887889,"threshold_uncertainty_score":0.9996363},"labels":[],"label_agreement":null},{"id":"W7133047946","doi":"","title":"The impact of diagnostic uncertainty on antibiotic prescribing for pediatric respiratory tract infection","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Respiratory tract infections; Logistic regression; Public health; Upper respiratory tract infection; Antibiotic therapy","score_opus":0.022037045999939695,"score_gpt":0.33627274425732184,"score_spread":0.3142356982573821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133047946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97094125,0.022188049,0.00010616514,0.000039859853,0.0031205406,0.0020055103,0.0000819785,0.00003792791,0.0014787195],"genre_scores_gemma":[0.9783351,0.01082915,0.000009243316,0.000030844847,0.00022474412,0.000021293565,0.00025409134,0.000086165,0.010209382],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996523,0.00073117594,0.0009553611,0.0007588803,0.00012586644,0.0009057166],"domain_scores_gemma":[0.9913316,0.0059833783,0.0014505782,0.00074532576,0.00042004604,0.00006910436],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009244589,0.0007363682,0.0009099511,0.0002999342,0.0011868677,0.000054725595,0.000356904,0.0013320743,0.00013853154],"category_scores_gemma":[0.0038769026,0.0005037594,0.0009684694,0.00046426605,0.0003135488,0.000080223406,0.000023672777,0.0009843513,0.00010192437],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020774793,0.010902526,0.37449548,0.010303586,0.008473936,0.000052361807,0.016828107,0.016524939,0.4521081,0.006943915,0.06532065,0.017271632],"study_design_scores_gemma":[0.00943688,0.017856231,0.8139518,0.0035349724,0.0044092303,0.000038925216,0.007211973,0.00009575929,0.13124336,0.00039660855,0.008955008,0.0028692873],"about_ca_topic_score_codex":0.0010573483,"about_ca_topic_score_gemma":0.0002520967,"teacher_disagreement_score":0.43945628,"about_ca_system_score_codex":0.00025693103,"about_ca_system_score_gemma":0.0009060805,"threshold_uncertainty_score":0.9999644},"labels":[],"label_agreement":null},{"id":"W7135736290","doi":"","title":"What are clinician’s views and experiences of implementing a complex intervention to inform antibiotic prescribing in children with respiratory tract infections in primary care?","year":2022,"lang":"en","type":"article","venue":"Explore Bristol Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Intervention (counseling); Respiratory tract infections; Primary care; Antibiotics; MEDLINE; Respiratory tract","score_opus":0.13224479330255834,"score_gpt":0.3887283371803975,"score_spread":0.25648354387783917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135736290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992526,0.0062130727,0.00000947737,0.000062861815,0.00009844895,0.0008210595,0.00001424063,0.000013379877,0.00024145239],"genre_scores_gemma":[0.9995201,0.0001338945,0.000028282178,0.000055540346,0.000009941099,0.00009001597,0.000058399728,0.000013671132,0.00009010729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979043,0.0005938177,0.00053184165,0.0003538829,0.00016045013,0.00045568723],"domain_scores_gemma":[0.9993731,0.00012351718,0.00016061722,0.00023352202,0.000080631806,0.000028654105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014912427,0.000120375356,0.0003189307,0.0006345347,0.00042090315,0.00004060578,0.00024316226,0.00006551,0.00009271941],"category_scores_gemma":[0.00008164197,0.000110293324,0.00005031935,0.0007804049,0.0002636126,0.00029498187,0.00044608192,0.0006107797,0.0000072349358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030763296,0.0006643042,0.9116523,0.00015389048,0.000042439064,0.000012741367,0.066356294,0.0000131091565,0.005039096,0.000032533215,0.00038724486,0.015338411],"study_design_scores_gemma":[0.0013336453,0.0010223804,0.6701679,0.00052742055,0.000005234819,0.000021185673,0.32242438,0.0000018068914,0.0017026688,0.0000050919007,0.0026602256,0.00012803596],"about_ca_topic_score_codex":0.0006652795,"about_ca_topic_score_gemma":0.002246424,"teacher_disagreement_score":0.25606808,"about_ca_system_score_codex":0.00020237642,"about_ca_system_score_gemma":0.00011534249,"threshold_uncertainty_score":0.44976315},"labels":[],"label_agreement":null},{"id":"W7136031314","doi":"10.6084/m9.figshare.5197414","title":"Additional file 1: of Deregulation of sale of over-the-counter drugs outside of pharmacies in the Republic of Korea: interrupted-time-series analysis of outpatient visits before and after the policy","year":2017,"lang":"","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Migraine; Table (database); Life table; Deregulation; Quarter (Canadian coin)","score_opus":0.011427071012060567,"score_gpt":0.25771371194089804,"score_spread":0.24628664092883748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136031314","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2318938,0.0006673576,2.8504357e-7,0.00015568154,0.000018406274,0.00022745783,0.7666212,0.0000013733526,0.00041449093],"genre_scores_gemma":[0.9179569,0.00003299555,0.00001140994,0.000032036,0.000018736739,0.000030253119,0.0813038,0.000008121249,0.00060576765],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983566,0.00022009472,0.0008940531,0.00020180599,0.00015056069,0.00017691984],"domain_scores_gemma":[0.9958125,0.00085835526,0.0021300397,0.00070181617,0.00048575527,0.000011585521],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015120034,0.00018530528,0.0006686249,0.00027902672,0.0001104233,0.000010528334,0.0005596495,0.00019601086,0.5155672],"category_scores_gemma":[0.0011850627,0.000106092375,0.00033697163,0.00034319647,0.00074151036,0.00018685115,0.0002855797,0.00016430886,0.0000064339747],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030965363,0.0012866679,0.021708269,0.0034084884,0.008354727,0.000003058369,0.056319695,0.00005809076,0.0066487994,0.00020429047,0.89308536,0.0058259955],"study_design_scores_gemma":[0.0006201521,0.0003706718,0.96021914,0.0045349984,0.0005721654,0.000004432854,0.0024570741,0.00012093077,0.021414626,0.000059920054,0.00949769,0.00012821994],"about_ca_topic_score_codex":0.00017499347,"about_ca_topic_score_gemma":0.00045208447,"teacher_disagreement_score":0.93851084,"about_ca_system_score_codex":0.000015096152,"about_ca_system_score_gemma":0.00013885582,"threshold_uncertainty_score":0.48487565},"labels":[],"label_agreement":null},{"id":"W7136062280","doi":"10.6084/m9.figshare.5197414.v1","title":"Additional file 1: of Deregulation of sale of over-the-counter drugs outside of pharmacies in the Republic of Korea: interrupted-time-series analysis of outpatient visits before and after the policy","year":2017,"lang":"","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Migraine; Table (database); Life table; Deregulation; Quarter (Canadian coin)","score_opus":0.011427071012060567,"score_gpt":0.25771371194089804,"score_spread":0.24628664092883748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136062280","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2318938,0.0006673576,2.8504357e-7,0.00015568154,0.000018406274,0.00022745783,0.7666212,0.0000013733526,0.00041449093],"genre_scores_gemma":[0.9179569,0.00003299555,0.00001140994,0.000032036,0.000018736739,0.000030253119,0.0813038,0.000008121249,0.00060576765],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983566,0.00022009472,0.0008940531,0.00020180599,0.00015056069,0.00017691984],"domain_scores_gemma":[0.9958125,0.00085835526,0.0021300397,0.00070181617,0.00048575527,0.000011585521],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015120034,0.00018530528,0.0006686249,0.00027902672,0.0001104233,0.000010528334,0.0005596495,0.00019601086,0.5155672],"category_scores_gemma":[0.0011850627,0.000106092375,0.00033697163,0.00034319647,0.00074151036,0.00018685115,0.0002855797,0.00016430886,0.0000064339747],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030965363,0.0012866679,0.021708269,0.0034084884,0.008354727,0.000003058369,0.056319695,0.00005809076,0.0066487994,0.00020429047,0.89308536,0.0058259955],"study_design_scores_gemma":[0.0006201521,0.0003706718,0.96021914,0.0045349984,0.0005721654,0.000004432854,0.0024570741,0.00012093077,0.021414626,0.000059920054,0.00949769,0.00012821994],"about_ca_topic_score_codex":0.00017499347,"about_ca_topic_score_gemma":0.00045208447,"teacher_disagreement_score":0.93851084,"about_ca_system_score_codex":0.000015096152,"about_ca_system_score_gemma":0.00013885582,"threshold_uncertainty_score":0.48487565},"labels":[],"label_agreement":null},{"id":"W7136402798","doi":"10.6084/m9.figshare.4387478.v1","title":"MOESM1 of Antibiotic use and resistance: a cross-sectional study exploring knowledge and attitudes among school and institution personnel in Tbilisi, Republic of Georgia","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Institution; The Republic; Academic institution; Quarter (Canadian coin); Knowledge level","score_opus":0.11136016004690635,"score_gpt":0.3054799546457452,"score_spread":0.19411979459883882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136402798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627887,0.027776899,4.462993e-7,0.000006551129,0.00020573151,0.0006559198,0.008374152,0.000018329018,0.00017329364],"genre_scores_gemma":[0.9978136,0.00042619987,0.000031328393,0.000004208543,0.000041854764,0.000014982446,0.0008782969,0.000020514013,0.0007690612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774265,0.00028430397,0.0007770463,0.0007230165,0.00010491003,0.00036809896],"domain_scores_gemma":[0.9983743,0.00027391512,0.0004032154,0.0003431325,0.00048232608,0.00012311761],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004663815,0.00032034554,0.0006350546,0.00033314707,0.0002521989,0.0001073017,0.00016465096,0.00043512156,0.0012473644],"category_scores_gemma":[0.00265857,0.00030536935,0.00005857919,0.00035831568,0.00053438294,0.0010586984,0.00037156086,0.0004696055,0.00001760541],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004960811,0.00064583577,0.988219,0.0018153967,0.00020269451,0.000022563194,0.0069195265,0.0000051631796,0.0010577468,0.00006226618,0.0004899149,0.000063814194],"study_design_scores_gemma":[0.0031186764,0.00038634863,0.98548675,0.0047573987,0.00004625737,0.000025020921,0.004459887,0.000015863674,0.0011584259,0.000011558175,0.00025379643,0.0002800322],"about_ca_topic_score_codex":0.0003034198,"about_ca_topic_score_gemma":0.0018787822,"teacher_disagreement_score":0.035024874,"about_ca_system_score_codex":0.00009900268,"about_ca_system_score_gemma":0.00039312735,"threshold_uncertainty_score":0.99993986},"labels":[],"label_agreement":null},{"id":"W7136509654","doi":"10.6084/m9.figshare.4387478","title":"MOESM1 of Antibiotic use and resistance: a cross-sectional study exploring knowledge and attitudes among school and institution personnel in Tbilisi, Republic of Georgia","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Institution; The Republic; Academic institution; Quarter (Canadian coin); Knowledge level","score_opus":0.11136016004690635,"score_gpt":0.3054799546457452,"score_spread":0.19411979459883882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136509654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627887,0.027776899,4.462993e-7,0.000006551129,0.00020573151,0.0006559198,0.008374152,0.000018329018,0.00017329364],"genre_scores_gemma":[0.9978136,0.00042619987,0.000031328393,0.000004208543,0.000041854764,0.000014982446,0.0008782969,0.000020514013,0.0007690612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774265,0.00028430397,0.0007770463,0.0007230165,0.00010491003,0.00036809896],"domain_scores_gemma":[0.9983743,0.00027391512,0.0004032154,0.0003431325,0.00048232608,0.00012311761],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004663815,0.00032034554,0.0006350546,0.00033314707,0.0002521989,0.0001073017,0.00016465096,0.00043512156,0.0012473644],"category_scores_gemma":[0.00265857,0.00030536935,0.00005857919,0.00035831568,0.00053438294,0.0010586984,0.00037156086,0.0004696055,0.00001760541],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004960811,0.00064583577,0.988219,0.0018153967,0.00020269451,0.000022563194,0.0069195265,0.0000051631796,0.0010577468,0.00006226618,0.0004899149,0.000063814194],"study_design_scores_gemma":[0.0031186764,0.00038634863,0.98548675,0.0047573987,0.00004625737,0.000025020921,0.004459887,0.000015863674,0.0011584259,0.000011558175,0.00025379643,0.0002800322],"about_ca_topic_score_codex":0.0003034198,"about_ca_topic_score_gemma":0.0018787822,"teacher_disagreement_score":0.035024874,"about_ca_system_score_codex":0.00009900268,"about_ca_system_score_gemma":0.00039312735,"threshold_uncertainty_score":0.99993986},"labels":[],"label_agreement":null},{"id":"W7161971875","doi":"10.82308/48546","title":"Predictors of antibiotic prescribing among primary care physicians","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Logistic regression; Medical prescription; Psychological intervention; Respiratory tract infections; Cohort; Certification; Licensure; Primary care","score_opus":0.004608487931111838,"score_gpt":0.20442887957907904,"score_spread":0.1998203916479672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161971875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9102739,0.0119018555,0.00002111526,0.000003857673,0.0021660405,0.00037255345,0.000075137745,0.00009751129,0.07508802],"genre_scores_gemma":[0.9473832,0.000343286,0.000033803713,0.000021786283,0.000050219696,0.0000013518151,0.004738668,0.000043101965,0.04738456],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998814,0.00004794101,0.00039249225,0.00038005042,0.000059969025,0.00030556193],"domain_scores_gemma":[0.99916,0.000029046507,0.00034015087,0.0003232643,0.00013479454,0.000012775457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003795581,0.00029249795,0.00056566286,0.00012581787,0.00011513667,0.000007574563,0.00026399226,0.0007379019,0.00011768299],"category_scores_gemma":[0.0000116695255,0.00025188178,0.00022410361,0.00011975559,0.00019342352,0.00006772208,0.000025724023,0.00038255713,0.00007306735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006296189,0.00085732935,0.110957645,0.016609276,0.0034329537,0.000042527692,0.024093466,0.000059454585,0.8247765,0.001600524,0.0066268668,0.010313841],"study_design_scores_gemma":[0.0010573575,0.00021584904,0.37869456,0.005009481,0.0005648462,0.000003018639,0.0136899585,1.7666089e-7,0.59945536,0.000019243655,0.00075269584,0.00053748005],"about_ca_topic_score_codex":0.0003924261,"about_ca_topic_score_gemma":0.00075399596,"teacher_disagreement_score":0.2677369,"about_ca_system_score_codex":0.00007986501,"about_ca_system_score_gemma":0.00023537592,"threshold_uncertainty_score":0.9999933},"labels":[],"label_agreement":null},{"id":"W7162031780","doi":"10.82308/18953","title":"Antibiotic use in hospitalized children: current practices and the impact of virus diagnostic testing on antibiotic-related decisions","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Context (archaeology); Antibiotic resistance; Public health; Intensive care; Health care; Disease; Infectious disease (medical specialty)","score_opus":0.021901739491260987,"score_gpt":0.31216946178581323,"score_spread":0.2902677222945522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162031780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832108,0.012913484,0.0000013035853,0.00002034653,0.0008456104,0.0012227043,0.000089790825,0.000035697118,0.0016602319],"genre_scores_gemma":[0.99189425,0.0059055015,0.0000313932,0.000011770361,0.000012508337,0.0000013275708,0.00057351816,0.000041757514,0.0015279596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978211,0.0003267846,0.00078071916,0.0005844852,0.00008785805,0.00039904917],"domain_scores_gemma":[0.9911857,0.006722296,0.0014559977,0.00045626974,0.00015242546,0.000027264408],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043530425,0.0004613016,0.0009397469,0.00031028502,0.00016002933,0.000061161234,0.00032340066,0.00061628484,0.000075045486],"category_scores_gemma":[0.008574427,0.0002584063,0.000251834,0.00041169242,0.00032021606,0.00016453037,0.00006073838,0.0009371357,0.00015651798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030226565,0.0018570609,0.9562837,0.00025353016,0.0017716365,0.000017029835,0.0011743476,0.00009372668,0.022913951,0.0022641825,0.0011882435,0.009159929],"study_design_scores_gemma":[0.0039227693,0.0004297584,0.98774046,0.0027964879,0.00027513658,0.000021789036,0.00026258978,0.000031401665,0.0041102925,0.000055220302,0.000010697675,0.00034339505],"about_ca_topic_score_codex":0.0037441186,"about_ca_topic_score_gemma":0.0005149984,"teacher_disagreement_score":0.031456757,"about_ca_system_score_codex":0.000042522955,"about_ca_system_score_gemma":0.00016278877,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W91463307","doi":"10.1155/2014/243014","title":"Increased Moxifloxacin Utilization Associated with an Unrestricted Addition to a Drug Reimbursement Formulary: A Population‐Based Analysis","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Formulary; Moxifloxacin; Medicine; Medical prescription; Guideline; Reimbursement; Pediatrics; Population; Defined daily dose; Drug Utilization Review; Diagnosis code; Emergency medicine; Antibiotics; Family medicine; Health care; Environmental health; Pharmacology","score_opus":0.005340205241137012,"score_gpt":0.2165854256399662,"score_spread":0.21124522039882918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W91463307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942279,0.00053150207,0.0042837705,0.0003684025,0.00019557135,0.00015791324,0.00017871651,0.000027185853,0.000029064098],"genre_scores_gemma":[0.99765253,0.000019461346,0.000030350486,0.0012403512,0.00005563483,0.0000033412687,0.00095288095,0.00001403699,0.000031431522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986016,0.00043713753,0.00037600892,0.00021071262,0.000045816407,0.0003287251],"domain_scores_gemma":[0.9986601,0.00017018283,0.00025673953,0.0001381551,0.00023190388,0.0005429408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030229037,0.00016029058,0.00042131392,0.00063126924,0.0002490695,0.000021250034,0.00012631639,0.00022270402,0.00054377154],"category_scores_gemma":[0.0008038731,0.0001204831,0.000104171886,0.0005399979,0.00015982837,0.00007006265,0.000009345492,0.00019809317,0.000006006648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037138895,0.0003582558,0.9852043,0.000032875083,0.0016745225,0.00007892457,0.00016891524,0.0003570977,0.002692443,0.000456329,0.002661053,0.005943922],"study_design_scores_gemma":[0.0034823413,0.0016041455,0.98637277,0.00027856138,0.0015887188,0.00014439004,0.000113247945,0.0002901871,0.00030127208,0.00014118587,0.0053620855,0.0003210657],"about_ca_topic_score_codex":0.011739554,"about_ca_topic_score_gemma":0.1292898,"teacher_disagreement_score":0.11755025,"about_ca_system_score_codex":0.00014312498,"about_ca_system_score_gemma":0.0006988728,"threshold_uncertainty_score":0.99484134},"labels":[],"label_agreement":null},{"id":"W97935676","doi":"10.1155/2007/138792","title":"Antibiotic Availability and the Prevalence of Pediatric Pneumonia During a Physicians’ Strike","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre; Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Pneumonia; Antibiotics; Medicine; Intensive care medicine; Internal medicine; Microbiology; Biology","score_opus":0.0031669843616943636,"score_gpt":0.20043646098678253,"score_spread":0.19726947662508817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W97935676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605804,0.038273282,0.000041234245,0.00031350134,0.0005432232,0.00011304237,0.00006537526,0.000004820985,0.00006509889],"genre_scores_gemma":[0.996061,0.0035080917,0.0000034586844,0.00018460098,0.000120425364,2.1315908e-7,0.0000022927325,0.0000064257374,0.00011347051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883187,0.0001767426,0.00046113352,0.00016096607,0.000027899594,0.00034137283],"domain_scores_gemma":[0.9989084,0.00035524846,0.00029805204,0.00012162355,0.000117472344,0.00019922784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056513015,0.00012718915,0.0003761412,0.00014516433,0.00020014872,0.0000074571367,0.00016493993,0.00020881301,0.00016051426],"category_scores_gemma":[0.0005425008,0.00008087509,0.00010699728,0.00012354612,0.0018888311,0.000038592865,0.000031609157,0.00033203413,0.000003832547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003291917,0.00010892062,0.96625125,0.00071955146,0.00026028036,0.00011445884,0.00041872473,6.3236155e-7,0.02729954,0.00054180704,0.00039260107,0.0035630597],"study_design_scores_gemma":[0.0036961678,0.00031402227,0.9900683,0.00021139755,0.00042220918,0.0018276902,0.00022167132,5.5559644e-7,0.0018381029,0.00016501526,0.0010815585,0.00015331368],"about_ca_topic_score_codex":0.0008969909,"about_ca_topic_score_gemma":0.0024643927,"teacher_disagreement_score":0.0354806,"about_ca_system_score_codex":0.00003402017,"about_ca_system_score_gemma":0.00046852304,"threshold_uncertainty_score":0.6959477},"labels":[],"label_agreement":null}]}